2024-10-15 15:13:20,526 - ==> Logging on master GPU: 0 2024-10-15 15:13:20,526 - ==> Running Trainer: CLSTrainer 2024-10-15 15:13:20,526 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training 2024-10-15 15:13:20,526 - ==> Building model 2024-10-15 15:13:20,816 - ==> Creating optimizer 2024-10-15 15:13:32,238 - ==> Native DDP 2024-10-15 15:13:32,278 - ==> Loading dataset: ImageFolderLMDB 2024-10-15 15:13:32,345 - ==> ********** cfg ********** seed : 42 size : 384 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': 384, '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': 438, 'interpolation': }, {'type': 'CenterCrop', 'size': 384}, {'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_B2s 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': 384, 'base_w': 384, '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_b2s mode : train sleep : -1 memory : -1 dist_url : env:// logger_rank : 0 opts : ['model.name=MobileMamba_B2s'] 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_b2s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B2s task_start_time : 15373132.66450666 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_B2s_ImageFolderLMDB_20241015-151320 logger.filters : [] logger.name : root logger.level : 20 logger.parent : None logger.propagate : True logger.disabled : False logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320/show_train logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320/show_test 2024-10-15 15:13:32,346 - ==> Starting training with 1 nodes x 8 GPUs 2024-10-15 15:13:56,203 - Train: 0.00% [50/1251000] [0.0/1000.0] [batch_t 0.231 (0.473)] [data_t 0.009] [optim_t 0.222] [lr 0.000009] [CE 6.966 (6.987)] [KD 25.467 (25.005)] 2024-10-15 15:14:07,974 - Train: 0.01% [100/1251000] [0.1/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000015] [CE 6.959 (6.968)] [KD 25.422 (25.023)] 2024-10-15 15:14:19,770 - Train: 0.01% [150/1251000] [0.1/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000021] [CE 6.936 (6.947)] [KD 23.714 (24.693)] 2024-10-15 15:14:32,004 - Train: 0.02% [200/1251000] [0.2/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000027] [CE 6.921 (6.923)] [KD 24.403 (24.487)] 2024-10-15 15:14:44,324 - Train: 0.02% [250/1251000] [0.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 6.889 (6.901)] [KD 24.384 (24.261)] 2024-10-15 15:14:56,044 - Train: 0.02% [300/1251000] [0.2/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000039] [CE 6.883 (6.878)] [KD 23.143 (24.171)] 2024-10-15 15:15:07,782 - Train: 0.03% [350/1251000] [0.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 6.837 (6.854)] [KD 23.089 (23.837)] 2024-10-15 15:15:19,435 - Train: 0.03% [400/1251000] [0.3/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.000051] [CE 6.822 (6.839)] [KD 23.653 (23.721)] 2024-10-15 15:15:31,262 - Train: 0.04% [450/1251000] [0.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 6.829 (6.820)] [KD 22.869 (23.644)] 2024-10-15 15:15:43,467 - Train: 0.04% [500/1251000] [0.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.000063] [CE 6.815 (6.805)] [KD 22.595 (23.264)] 2024-10-15 15:15:55,632 - Train: 0.04% [550/1251000] [0.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000069] [CE 6.790 (6.787)] [KD 22.921 (23.298)] 2024-10-15 15:16:07,361 - Train: 0.05% [600/1251000] [0.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000075] [CE 6.722 (6.764)] [KD 23.234 (23.224)] 2024-10-15 15:16:19,280 - Train: 0.05% [650/1251000] [0.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000081] [CE 6.735 (6.748)] [KD 22.611 (22.956)] 2024-10-15 15:16:31,442 - Train: 0.06% [700/1251000] [0.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 6.720 (6.727)] [KD 23.211 (22.934)] 2024-10-15 15:16:43,647 - Train: 0.06% [750/1251000] [0.6/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.000093] [CE 6.628 (6.712)] [KD 23.643 (22.583)] 2024-10-15 15:16:55,566 - Train: 0.06% [800/1251000] [0.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000099] [CE 6.714 (6.687)] [KD 21.967 (22.584)] 2024-10-15 15:17:07,545 - Train: 0.07% [850/1251000] [0.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000105] [CE 6.700 (6.660)] [KD 22.192 (22.537)] 2024-10-15 15:17:19,748 - Train: 0.07% [900/1251000] [0.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000111] [CE 6.575 (6.647)] [KD 23.632 (22.333)] 2024-10-15 15:17:31,571 - Train: 0.08% [950/1251000] [0.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000117] [CE 6.639 (6.629)] [KD 22.066 (22.245)] 2024-10-15 15:17:43,518 - Train: 0.08% [1000/1251000] [0.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000123] [CE 6.610 (6.626)] [KD 21.575 (21.887)] 2024-10-15 15:17:55,520 - Train: 0.08% [1050/1251000] [0.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000129] [CE 6.589 (6.607)] [KD 21.717 (21.758)] 2024-10-15 15:18:07,380 - Train: 0.09% [1100/1251000] [0.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000135] [CE 6.557 (6.593)] [KD 22.152 (21.507)] 2024-10-15 15:18:19,551 - Train: 0.09% [1150/1251000] [0.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000141] [CE 6.511 (6.570)] [KD 21.889 (21.505)] 2024-10-15 15:18:31,633 - Train: 0.10% [1200/1251000] [1.0/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.000147] [CE 6.622 (6.562)] [KD 20.733 (21.284)] 2024-10-15 15:18:43,330 - Train: 0.10% [1250/1251000] [1.0/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000153] [CE 6.487 (6.536)] [KD 21.984 (21.246)] 2024-10-15 15:18:43,560 - ==> Total time: 0:05:24 Eta: 3 days, 17:57:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:18:59,161 - Train: 0.10% [1300/1251000] [1.0/1000.0] [batch_t 0.233 (0.292)] [data_t 0.009] [optim_t 0.225] [lr 0.000159] [CE 6.445 (6.515)] [KD 21.420 (21.101)] 2024-10-15 15:19:11,059 - Train: 0.11% [1350/1251000] [1.1/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000165] [CE 6.416 (6.508)] [KD 21.228 (20.864)] 2024-10-15 15:19:23,981 - Train: 0.11% [1400/1251000] [1.1/1000.0] [batch_t 0.232 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.000171] [CE 6.497 (6.487)] [KD 20.183 (20.700)] 2024-10-15 15:19:36,534 - Train: 0.12% [1450/1251000] [1.2/1000.0] [batch_t 0.256 (0.251)] [data_t 0.009] [optim_t 0.247] [lr 0.000177] [CE 6.625 (6.489)] [KD 19.465 (20.421)] 2024-10-15 15:19:49,156 - Train: 0.12% [1500/1251000] [1.2/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.000183] [CE 6.395 (6.469)] [KD 20.446 (20.387)] 2024-10-15 15:20:02,054 - Train: 0.12% [1550/1251000] [1.2/1000.0] [batch_t 0.269 (0.258)] [data_t 0.009] [optim_t 0.260] [lr 0.000189] [CE 6.452 (6.450)] [KD 20.079 (20.295)] 2024-10-15 15:20:14,998 - Train: 0.13% [1600/1251000] [1.3/1000.0] [batch_t 0.252 (0.259)] [data_t 0.009] [optim_t 0.243] [lr 0.000195] [CE 6.311 (6.413)] [KD 20.418 (20.233)] 2024-10-15 15:20:27,630 - Train: 0.13% [1650/1251000] [1.3/1000.0] [batch_t 0.231 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.000201] [CE 6.421 (6.415)] [KD 19.396 (20.017)] 2024-10-15 15:20:40,619 - Train: 0.14% [1700/1251000] [1.4/1000.0] [batch_t 0.232 (0.260)] [data_t 0.009] [optim_t 0.223] [lr 0.000207] [CE 6.245 (6.406)] [KD 20.256 (19.810)] 2024-10-15 15:20:53,332 - Train: 0.14% [1750/1251000] [1.4/1000.0] [batch_t 0.272 (0.254)] [data_t 0.009] [optim_t 0.263] [lr 0.000213] [CE 6.208 (6.384)] [KD 20.384 (19.703)] 2024-10-15 15:21:06,172 - Train: 0.14% [1800/1251000] [1.4/1000.0] [batch_t 0.231 (0.257)] [data_t 0.009] [optim_t 0.222] [lr 0.000218] [CE 6.372 (6.349)] [KD 18.968 (19.634)] 2024-10-15 15:21:18,744 - Train: 0.15% [1850/1251000] [1.5/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 6.525 (6.344)] [KD 18.680 (19.459)] 2024-10-15 15:21:31,467 - Train: 0.15% [1900/1251000] [1.5/1000.0] [batch_t 0.251 (0.254)] [data_t 0.009] [optim_t 0.242] [lr 0.000230] [CE 6.304 (6.342)] [KD 19.543 (19.154)] 2024-10-15 15:21:44,171 - Train: 0.16% [1950/1251000] [1.6/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000236] [CE 6.327 (6.319)] [KD 18.948 (19.091)] 2024-10-15 15:21:56,690 - Train: 0.16% [2000/1251000] [1.6/1000.0] [batch_t 0.287 (0.250)] [data_t 0.009] [optim_t 0.278] [lr 0.000242] [CE 6.250 (6.288)] [KD 18.559 (19.012)] 2024-10-15 15:22:09,509 - Train: 0.16% [2050/1251000] [1.6/1000.0] [batch_t 0.230 (0.256)] [data_t 0.009] [optim_t 0.221] [lr 0.000248] [CE 6.426 (6.261)] [KD 18.645 (18.890)] 2024-10-15 15:22:22,123 - Train: 0.17% [2100/1251000] [1.7/1000.0] [batch_t 0.246 (0.252)] [data_t 0.009] [optim_t 0.237] [lr 0.000254] [CE 6.262 (6.241)] [KD 18.338 (18.694)] 2024-10-15 15:22:35,412 - Train: 0.17% [2150/1251000] [1.7/1000.0] [batch_t 0.231 (0.266)] [data_t 0.009] [optim_t 0.222] [lr 0.000260] [CE 6.386 (6.267)] [KD 18.365 (18.347)] 2024-10-15 15:22:47,801 - Train: 0.18% [2200/1251000] [1.8/1000.0] [batch_t 0.323 (0.248)] [data_t 0.009] [optim_t 0.314] [lr 0.000266] [CE 6.282 (6.251)] [KD 18.161 (18.332)] 2024-10-15 15:23:00,445 - Train: 0.18% [2250/1251000] [1.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000272] [CE 6.309 (6.193)] [KD 17.344 (18.232)] 2024-10-15 15:23:13,294 - Train: 0.18% [2300/1251000] [1.8/1000.0] [batch_t 0.248 (0.257)] [data_t 0.009] [optim_t 0.239] [lr 0.000278] [CE 6.270 (6.192)] [KD 18.498 (18.052)] 2024-10-15 15:23:26,180 - Train: 0.19% [2350/1251000] [1.9/1000.0] [batch_t 0.229 (0.258)] [data_t 0.009] [optim_t 0.220] [lr 0.000284] [CE 5.973 (6.194)] [KD 17.960 (17.806)] 2024-10-15 15:23:38,939 - Train: 0.19% [2400/1251000] [1.9/1000.0] [batch_t 0.230 (0.255)] [data_t 0.009] [optim_t 0.221] [lr 0.000290] [CE 6.057 (6.178)] [KD 18.059 (17.667)] 2024-10-15 15:23:51,522 - Train: 0.20% [2450/1251000] [2.0/1000.0] [batch_t 0.258 (0.252)] [data_t 0.009] [optim_t 0.249] [lr 0.000296] [CE 6.277 (6.139)] [KD 16.931 (17.563)] 2024-10-15 15:24:03,848 - Train: 0.20% [2500/1251000] [2.0/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000302] [CE 5.867 (6.146)] [KD 17.642 (17.361)] 2024-10-15 15:24:04,311 - ==> Total time: 0:10:44 Eta: 3 days, 17:23:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:24:19,472 - Train: 0.20% [2550/1251000] [2.0/1000.0] [batch_t 0.239 (0.279)] [data_t 0.009] [optim_t 0.230] [lr 0.000308] [CE 6.187 (6.128)] [KD 16.933 (17.208)] 2024-10-15 15:24:31,834 - Train: 0.21% [2600/1251000] [2.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000314] [CE 6.272 (6.121)] [KD 17.107 (17.113)] 2024-10-15 15:24:43,709 - Train: 0.21% [2650/1251000] [2.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000320] [CE 5.844 (6.054)] [KD 17.749 (17.070)] 2024-10-15 15:24:56,035 - Train: 0.22% [2700/1251000] [2.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000326] [CE 6.270 (6.074)] [KD 16.482 (16.846)] 2024-10-15 15:25:08,579 - Train: 0.22% [2750/1251000] [2.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000332] [CE 6.145 (6.086)] [KD 17.066 (16.700)] 2024-10-15 15:25:21,214 - Train: 0.22% [2800/1251000] [2.2/1000.0] [batch_t 0.281 (0.253)] [data_t 0.009] [optim_t 0.272] [lr 0.000338] [CE 5.935 (6.052)] [KD 16.283 (16.610)] 2024-10-15 15:25:33,681 - Train: 0.23% [2850/1251000] [2.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000344] [CE 6.011 (6.029)] [KD 15.941 (16.443)] 2024-10-15 15:25:46,154 - Train: 0.23% [2900/1251000] [2.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000350] [CE 5.985 (5.989)] [KD 16.341 (16.427)] 2024-10-15 15:25:58,380 - Train: 0.24% [2950/1251000] [2.4/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000356] [CE 6.041 (6.011)] [KD 16.699 (16.312)] 2024-10-15 15:26:10,899 - Train: 0.24% [3000/1251000] [2.4/1000.0] [batch_t 0.295 (0.250)] [data_t 0.009] [optim_t 0.286] [lr 0.000362] [CE 5.943 (5.977)] [KD 16.209 (16.140)] 2024-10-15 15:26:23,522 - Train: 0.24% [3050/1251000] [2.4/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.000368] [CE 5.946 (6.000)] [KD 16.148 (16.002)] 2024-10-15 15:26:35,784 - Train: 0.25% [3100/1251000] [2.5/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000374] [CE 6.001 (5.991)] [KD 16.313 (15.914)] 2024-10-15 15:26:48,398 - Train: 0.25% [3150/1251000] [2.5/1000.0] [batch_t 0.285 (0.252)] [data_t 0.009] [optim_t 0.276] [lr 0.000380] [CE 6.008 (5.982)] [KD 16.043 (15.833)] 2024-10-15 15:27:00,979 - Train: 0.26% [3200/1251000] [2.6/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000386] [CE 5.689 (5.945)] [KD 16.209 (15.620)] 2024-10-15 15:27:13,180 - Train: 0.26% [3250/1251000] [2.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000392] [CE 5.842 (5.951)] [KD 15.308 (15.603)] 2024-10-15 15:27:25,473 - Train: 0.26% [3300/1251000] [2.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000398] [CE 5.798 (5.933)] [KD 15.702 (15.349)] 2024-10-15 15:27:37,864 - Train: 0.27% [3350/1251000] [2.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000404] [CE 5.867 (5.915)] [KD 15.376 (15.337)] 2024-10-15 15:27:50,196 - Train: 0.27% [3400/1251000] [2.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000410] [CE 5.891 (5.912)] [KD 15.096 (15.169)] 2024-10-15 15:28:02,376 - Train: 0.28% [3450/1251000] [2.8/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000416] [CE 5.870 (5.906)] [KD 14.397 (15.086)] 2024-10-15 15:28:14,640 - Train: 0.28% [3500/1251000] [2.8/1000.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.000422] [CE 5.906 (5.905)] [KD 14.612 (14.945)] 2024-10-15 15:28:27,038 - Train: 0.28% [3550/1251000] [2.8/1000.0] [batch_t 0.288 (0.248)] [data_t 0.009] [optim_t 0.279] [lr 0.000428] [CE 5.773 (5.845)] [KD 14.866 (14.878)] 2024-10-15 15:28:39,222 - Train: 0.29% [3600/1251000] [2.9/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000434] [CE 5.818 (5.873)] [KD 14.987 (14.908)] 2024-10-15 15:28:51,586 - Train: 0.29% [3650/1251000] [2.9/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000440] [CE 6.027 (5.871)] [KD 14.442 (14.640)] 2024-10-15 15:29:03,966 - Train: 0.30% [3700/1251000] [3.0/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.000446] [CE 5.930 (5.850)] [KD 14.481 (14.556)] 2024-10-15 15:29:16,218 - Train: 0.30% [3750/1251000] [3.0/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000452] [CE 5.804 (5.832)] [KD 14.131 (14.471)] 2024-10-15 15:29:16,916 - ==> Total time: 0:15:57 Eta: 3 days, 16:23:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:29:32,463 - Train: 0.30% [3800/1251000] [3.0/1000.0] [batch_t 0.237 (0.300)] [data_t 0.009] [optim_t 0.229] [lr 0.000458] [CE 5.653 (5.848)] [KD 14.467 (14.333)] 2024-10-15 15:29:44,809 - Train: 0.31% [3850/1251000] [3.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000464] [CE 5.585 (5.784)] [KD 14.287 (14.234)] 2024-10-15 15:29:56,466 - Train: 0.31% [3900/1251000] [3.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000470] [CE 5.641 (5.810)] [KD 14.500 (14.146)] 2024-10-15 15:30:08,495 - Train: 0.32% [3950/1251000] [3.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000476] [CE 5.727 (5.792)] [KD 13.849 (14.117)] 2024-10-15 15:30:20,553 - Train: 0.32% [4000/1251000] [3.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000482] [CE 5.880 (5.833)] [KD 13.933 (13.978)] 2024-10-15 15:30:32,931 - Train: 0.32% [4050/1251000] [3.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000488] [CE 5.864 (5.850)] [KD 13.826 (13.804)] 2024-10-15 15:30:44,873 - Train: 0.33% [4100/1251000] [3.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000494] [CE 5.896 (5.738)] [KD 13.608 (13.831)] 2024-10-15 15:30:56,992 - Train: 0.33% [4150/1251000] [3.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000500] [CE 5.625 (5.736)] [KD 13.420 (13.703)] 2024-10-15 15:31:09,208 - Train: 0.34% [4200/1251000] [3.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000506] [CE 5.914 (5.742)] [KD 13.140 (13.598)] 2024-10-15 15:31:21,662 - Train: 0.34% [4250/1251000] [3.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000512] [CE 5.776 (5.703)] [KD 13.150 (13.620)] 2024-10-15 15:31:33,493 - Train: 0.34% [4300/1251000] [3.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000518] [CE 5.558 (5.764)] [KD 13.715 (13.537)] 2024-10-15 15:31:45,434 - Train: 0.35% [4350/1251000] [3.5/1000.0] [batch_t 0.287 (0.239)] [data_t 0.009] [optim_t 0.278] [lr 0.000524] [CE 5.829 (5.768)] [KD 13.376 (13.369)] 2024-10-15 15:31:57,796 - Train: 0.35% [4400/1251000] [3.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000530] [CE 5.726 (5.722)] [KD 13.101 (13.333)] 2024-10-15 15:32:10,554 - Train: 0.36% [4450/1251000] [3.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000536] [CE 5.937 (5.709)] [KD 13.129 (13.217)] 2024-10-15 15:32:22,394 - Train: 0.36% [4500/1251000] [3.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000542] [CE 5.871 (5.692)] [KD 13.188 (13.098)] 2024-10-15 15:32:34,719 - Train: 0.36% [4550/1251000] [3.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000548] [CE 5.747 (5.689)] [KD 13.025 (12.958)] 2024-10-15 15:32:47,196 - Train: 0.37% [4600/1251000] [3.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000554] [CE 5.566 (5.676)] [KD 13.125 (12.883)] 2024-10-15 15:32:59,766 - Train: 0.37% [4650/1251000] [3.7/1000.0] [batch_t 0.362 (0.251)] [data_t 0.009] [optim_t 0.353] [lr 0.000560] [CE 5.416 (5.646)] [KD 12.723 (12.960)] 2024-10-15 15:33:12,149 - Train: 0.38% [4700/1251000] [3.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000566] [CE 5.877 (5.683)] [KD 12.453 (12.873)] 2024-10-15 15:33:24,804 - Train: 0.38% [4750/1251000] [3.8/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.000572] [CE 5.867 (5.643)] [KD 12.256 (12.751)] 2024-10-15 15:33:37,130 - Train: 0.38% [4800/1251000] [3.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000578] [CE 6.002 (5.702)] [KD 12.440 (12.743)] 2024-10-15 15:33:49,999 - Train: 0.39% [4850/1251000] [3.9/1000.0] [batch_t 0.448 (0.257)] [data_t 0.009] [optim_t 0.439] [lr 0.000584] [CE 5.544 (5.674)] [KD 12.530 (12.657)] 2024-10-15 15:34:02,633 - Train: 0.39% [4900/1251000] [3.9/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.000590] [CE 5.601 (5.607)] [KD 12.432 (12.497)] 2024-10-15 15:34:15,241 - Train: 0.40% [4950/1251000] [4.0/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000596] [CE 5.907 (5.629)] [KD 11.688 (12.466)] 2024-10-15 15:34:27,948 - Train: 0.40% [5000/1251000] [4.0/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000602] [CE 5.474 (5.615)] [KD 12.344 (12.276)] 2024-10-15 15:34:28,881 - ==> Total time: 0:21:09 Eta: 3 days, 15:48:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:34:44,189 - Train: 0.40% [5050/1251000] [4.0/1000.0] [batch_t 0.237 (0.301)] [data_t 0.009] [optim_t 0.228] [lr 0.000608] [CE 5.514 (5.524)] [KD 12.283 (12.171)] 2024-10-15 15:34:57,158 - Train: 0.41% [5100/1251000] [4.1/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000614] [CE 5.508 (5.600)] [KD 11.824 (12.181)] 2024-10-15 15:35:08,921 - Train: 0.41% [5150/1251000] [4.1/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000620] [CE 5.594 (5.544)] [KD 11.549 (12.035)] 2024-10-15 15:35:21,383 - Train: 0.42% [5200/1251000] [4.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000626] [CE 5.512 (5.616)] [KD 12.117 (11.918)] 2024-10-15 15:35:33,848 - Train: 0.42% [5250/1251000] [4.2/1000.0] [batch_t 0.286 (0.249)] [data_t 0.009] [optim_t 0.277] [lr 0.000632] [CE 5.759 (5.605)] [KD 11.846 (11.850)] 2024-10-15 15:35:46,538 - Train: 0.42% [5300/1251000] [4.2/1000.0] [batch_t 0.520 (0.254)] [data_t 0.009] [optim_t 0.511] [lr 0.000638] [CE 5.871 (5.580)] [KD 11.965 (11.907)] 2024-10-15 15:35:58,687 - Train: 0.43% [5350/1251000] [4.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000644] [CE 5.601 (5.556)] [KD 11.972 (11.778)] 2024-10-15 15:36:11,228 - Train: 0.43% [5400/1251000] [4.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000650] [CE 5.076 (5.544)] [KD 11.583 (11.768)] 2024-10-15 15:36:23,877 - Train: 0.44% [5450/1251000] [4.4/1000.0] [batch_t 0.269 (0.253)] [data_t 0.009] [optim_t 0.260] [lr 0.000656] [CE 5.504 (5.493)] [KD 11.640 (11.722)] 2024-10-15 15:36:36,373 - Train: 0.44% [5500/1251000] [4.4/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000662] [CE 5.192 (5.504)] [KD 11.969 (11.663)] 2024-10-15 15:36:48,961 - Train: 0.44% [5550/1251000] [4.4/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000668] [CE 5.614 (5.553)] [KD 11.579 (11.491)] 2024-10-15 15:37:01,937 - Train: 0.45% [5600/1251000] [4.5/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000674] [CE 5.049 (5.538)] [KD 10.911 (11.511)] 2024-10-15 15:37:14,507 - Train: 0.45% [5650/1251000] [4.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000680] [CE 5.751 (5.454)] [KD 11.571 (11.381)] 2024-10-15 15:37:27,198 - Train: 0.46% [5700/1251000] [4.6/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.000686] [CE 5.011 (5.447)] [KD 11.529 (11.397)] 2024-10-15 15:37:39,858 - Train: 0.46% [5750/1251000] [4.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000692] [CE 5.679 (5.511)] [KD 11.456 (11.369)] 2024-10-15 15:37:52,186 - Train: 0.46% [5800/1251000] [4.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000698] [CE 5.889 (5.514)] [KD 10.845 (11.224)] 2024-10-15 15:38:04,780 - Train: 0.47% [5850/1251000] [4.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000704] [CE 5.383 (5.456)] [KD 11.209 (11.180)] 2024-10-15 15:38:17,037 - Train: 0.47% [5900/1251000] [4.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000710] [CE 5.798 (5.478)] [KD 11.585 (11.094)] 2024-10-15 15:38:29,725 - Train: 0.48% [5950/1251000] [4.8/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000716] [CE 5.785 (5.481)] [KD 11.018 (10.969)] 2024-10-15 15:38:41,660 - Train: 0.48% [6000/1251000] [4.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000722] [CE 5.258 (5.412)] [KD 11.200 (10.867)] 2024-10-15 15:38:53,809 - Train: 0.48% [6050/1251000] [4.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000728] [CE 5.359 (5.411)] [KD 10.486 (10.986)] 2024-10-15 15:39:06,524 - Train: 0.49% [6100/1251000] [4.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000734] [CE 5.353 (5.457)] [KD 10.820 (10.909)] 2024-10-15 15:39:18,635 - Train: 0.49% [6150/1251000] [4.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000740] [CE 5.653 (5.439)] [KD 10.555 (10.880)] 2024-10-15 15:39:30,482 - Train: 0.50% [6200/1251000] [5.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000746] [CE 5.263 (5.443)] [KD 11.046 (10.926)] 2024-10-15 15:39:42,675 - Train: 0.50% [6250/1251000] [5.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000752] [CE 5.611 (5.415)] [KD 10.196 (10.646)] 2024-10-15 15:39:56,307 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 21755] [top5_cnt 34855] [top_all 50000] 2024-10-15 15:39:56,307 - net: 43.510 (69.710) 2024-10-15 15:40:08,811 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 50] [top5_cnt 275] [top_all 50000] 2024-10-15 15:40:08,811 - net_E: 0.100 (0.550) 2024-10-15 15:40:08,935 - Max [top1: 43.510 (epoch: 5)] [top1-ema: 0.100 (epoch: 5)] 2024-10-15 15:40:08,935 - ==> Total time: 0:26:49 Eta: 3 days, 16:58:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:40:26,367 - Train: 0.50% [6300/1251000] [5.0/1000.0] [batch_t 0.239 (0.262)] [data_t 0.009] [optim_t 0.230] [lr 0.000758] [CE 5.375 (5.382)] [KD 10.461 (10.416)] 2024-10-15 15:40:38,729 - Train: 0.51% [6350/1251000] [5.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000764] [CE 5.778 (5.360)] [KD 10.903 (10.625)] 2024-10-15 15:40:50,674 - Train: 0.51% [6400/1251000] [5.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000769] [CE 5.508 (5.418)] [KD 10.324 (10.575)] 2024-10-15 15:41:02,630 - Train: 0.52% [6450/1251000] [5.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000775] [CE 5.874 (5.341)] [KD 10.518 (10.500)] 2024-10-15 15:41:14,812 - Train: 0.52% [6500/1251000] [5.2/1000.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.000781] [CE 4.938 (5.370)] [KD 10.276 (10.240)] 2024-10-15 15:41:27,324 - Train: 0.52% [6550/1251000] [5.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000787] [CE 5.424 (5.422)] [KD 10.372 (10.390)] 2024-10-15 15:41:39,314 - Train: 0.53% [6600/1251000] [5.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000793] [CE 5.522 (5.367)] [KD 10.091 (10.351)] 2024-10-15 15:41:51,210 - Train: 0.53% [6650/1251000] [5.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000799] [CE 5.218 (5.338)] [KD 10.374 (10.324)] 2024-10-15 15:42:02,945 - Train: 0.54% [6700/1251000] [5.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000805] [CE 5.480 (5.298)] [KD 9.818 (10.162)] 2024-10-15 15:42:15,218 - Train: 0.54% [6750/1251000] [5.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000811] [CE 5.148 (5.391)] [KD 10.269 (10.213)] 2024-10-15 15:42:26,962 - Train: 0.54% [6800/1251000] [5.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000817] [CE 5.443 (5.350)] [KD 10.020 (10.212)] 2024-10-15 15:42:38,786 - Train: 0.55% [6850/1251000] [5.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000823] [CE 5.725 (5.369)] [KD 10.209 (10.093)] 2024-10-15 15:42:50,671 - Train: 0.55% [6900/1251000] [5.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000829] [CE 5.531 (5.349)] [KD 9.867 (10.127)] 2024-10-15 15:43:03,052 - Train: 0.56% [6950/1251000] [5.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000835] [CE 5.247 (5.355)] [KD 9.767 (10.151)] 2024-10-15 15:43:14,750 - Train: 0.56% [7000/1251000] [5.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000841] [CE 5.227 (5.318)] [KD 10.095 (9.991)] 2024-10-15 15:43:26,674 - Train: 0.56% [7050/1251000] [5.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000847] [CE 5.359 (5.393)] [KD 9.967 (9.986)] 2024-10-15 15:43:38,586 - Train: 0.57% [7100/1251000] [5.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000853] [CE 5.411 (5.382)] [KD 10.047 (10.033)] 2024-10-15 15:43:50,766 - Train: 0.57% [7150/1251000] [5.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000859] [CE 4.852 (5.323)] [KD 9.499 (9.867)] 2024-10-15 15:44:02,651 - Train: 0.58% [7200/1251000] [5.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000865] [CE 5.288 (5.357)] [KD 9.986 (9.873)] 2024-10-15 15:44:14,540 - Train: 0.58% [7250/1251000] [5.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000871] [CE 5.186 (5.256)] [KD 10.369 (9.901)] 2024-10-15 15:44:26,462 - Train: 0.58% [7300/1251000] [5.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000877] [CE 5.337 (5.264)] [KD 9.586 (9.843)] 2024-10-15 15:44:38,688 - Train: 0.59% [7350/1251000] [5.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000883] [CE 5.645 (5.259)] [KD 9.442 (9.667)] 2024-10-15 15:44:50,736 - Train: 0.59% [7400/1251000] [5.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000889] [CE 5.487 (5.265)] [KD 10.178 (9.642)] 2024-10-15 15:45:02,547 - Train: 0.60% [7450/1251000] [6.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000895] [CE 5.002 (5.323)] [KD 9.431 (9.659)] 2024-10-15 15:45:14,511 - Train: 0.60% [7500/1251000] [6.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000901] [CE 5.243 (5.278)] [KD 9.447 (9.588)] 2024-10-15 15:45:15,920 - ==> Total time: 0:31:56 Eta: 3 days, 16:11:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:45:30,734 - Train: 0.60% [7550/1251000] [6.0/1000.0] [batch_t 0.233 (0.305)] [data_t 0.009] [optim_t 0.224] [lr 0.000907] [CE 5.414 (5.282)] [KD 9.513 (9.538)] 2024-10-15 15:45:43,170 - Train: 0.61% [7600/1251000] [6.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000913] [CE 5.264 (5.250)] [KD 9.134 (9.465)] 2024-10-15 15:45:54,945 - Train: 0.61% [7650/1251000] [6.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000919] [CE 5.195 (5.233)] [KD 9.377 (9.501)] 2024-10-15 15:46:07,073 - Train: 0.62% [7700/1251000] [6.2/1000.0] [batch_t 0.322 (0.242)] [data_t 0.009] [optim_t 0.313] [lr 0.000925] [CE 5.407 (5.255)] [KD 9.484 (9.545)] 2024-10-15 15:46:19,034 - Train: 0.62% [7750/1251000] [6.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000931] [CE 4.938 (5.352)] [KD 9.326 (9.450)] 2024-10-15 15:46:31,144 - Train: 0.62% [7800/1251000] [6.2/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.000937] [CE 4.787 (5.222)] [KD 9.426 (9.510)] 2024-10-15 15:46:43,140 - Train: 0.63% [7850/1251000] [6.3/1000.0] [batch_t 0.391 (0.240)] [data_t 0.009] [optim_t 0.382] [lr 0.000943] [CE 5.677 (5.315)] [KD 9.649 (9.541)] 2024-10-15 15:46:55,215 - Train: 0.63% [7900/1251000] [6.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000949] [CE 5.333 (5.221)] [KD 9.456 (9.323)] 2024-10-15 15:47:07,027 - Train: 0.64% [7950/1251000] [6.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000955] [CE 5.273 (5.241)] [KD 9.130 (9.300)] 2024-10-15 15:47:18,924 - Train: 0.64% [8000/1251000] [6.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000961] [CE 4.922 (5.199)] [KD 9.355 (9.311)] 2024-10-15 15:47:31,298 - Train: 0.64% [8050/1251000] [6.4/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.000967] [CE 4.980 (5.258)] [KD 8.845 (9.231)] 2024-10-15 15:47:43,698 - Train: 0.65% [8100/1251000] [6.5/1000.0] [batch_t 0.277 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.000973] [CE 4.941 (5.218)] [KD 9.291 (9.113)] 2024-10-15 15:47:56,205 - Train: 0.65% [8150/1251000] [6.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000979] [CE 5.696 (5.217)] [KD 9.441 (9.108)] 2024-10-15 15:48:08,430 - Train: 0.66% [8200/1251000] [6.6/1000.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.258] [lr 0.000985] [CE 5.349 (5.274)] [KD 9.183 (9.239)] 2024-10-15 15:48:20,563 - Train: 0.66% [8250/1251000] [6.6/1000.0] [batch_t 0.257 (0.243)] [data_t 0.009] [optim_t 0.248] [lr 0.000991] [CE 5.466 (5.245)] [KD 8.865 (9.241)] 2024-10-15 15:48:32,881 - Train: 0.66% [8300/1251000] [6.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000997] [CE 4.962 (5.301)] [KD 8.919 (9.165)] 2024-10-15 15:48:45,264 - Train: 0.67% [8350/1251000] [6.7/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.255] [lr 0.001003] [CE 5.036 (5.235)] [KD 8.810 (9.103)] 2024-10-15 15:48:57,536 - Train: 0.67% [8400/1251000] [6.7/1000.0] [batch_t 0.270 (0.245)] [data_t 0.009] [optim_t 0.261] [lr 0.001009] [CE 4.990 (5.210)] [KD 8.768 (9.059)] 2024-10-15 15:49:10,046 - Train: 0.68% [8450/1251000] [6.8/1000.0] [batch_t 0.368 (0.250)] [data_t 0.009] [optim_t 0.359] [lr 0.001015] [CE 5.145 (5.188)] [KD 8.872 (9.014)] 2024-10-15 15:49:22,030 - Train: 0.68% [8500/1251000] [6.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001021] [CE 5.431 (5.194)] [KD 8.923 (8.972)] 2024-10-15 15:49:34,359 - Train: 0.68% [8550/1251000] [6.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001027] [CE 5.546 (5.218)] [KD 8.690 (8.818)] 2024-10-15 15:49:46,280 - Train: 0.69% [8600/1251000] [6.9/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.001033] [CE 5.398 (5.196)] [KD 8.661 (8.934)] 2024-10-15 15:49:58,270 - Train: 0.69% [8650/1251000] [6.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001039] [CE 4.883 (5.186)] [KD 8.905 (8.794)] 2024-10-15 15:50:10,351 - Train: 0.70% [8700/1251000] [7.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001045] [CE 4.883 (5.153)] [KD 8.668 (8.884)] 2024-10-15 15:50:22,387 - Train: 0.70% [8750/1251000] [7.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001051] [CE 4.946 (5.204)] [KD 9.101 (8.899)] 2024-10-15 15:50:24,005 - ==> Total time: 0:37:04 Eta: 3 days, 15:39:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:50:38,692 - Train: 0.70% [8800/1251000] [7.0/1000.0] [batch_t 0.232 (0.309)] [data_t 0.009] [optim_t 0.223] [lr 0.001057] [CE 5.394 (5.196)] [KD 8.723 (8.710)] 2024-10-15 15:50:50,461 - Train: 0.71% [8850/1251000] [7.1/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.001063] [CE 4.882 (5.164)] [KD 9.297 (8.780)] 2024-10-15 15:51:02,459 - Train: 0.71% [8900/1251000] [7.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001069] [CE 4.799 (5.166)] [KD 8.727 (8.672)] 2024-10-15 15:51:14,369 - Train: 0.72% [8950/1251000] [7.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001075] [CE 5.291 (5.128)] [KD 8.729 (8.692)] 2024-10-15 15:51:26,242 - Train: 0.72% [9000/1251000] [7.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001081] [CE 5.612 (5.260)] [KD 9.054 (8.728)] 2024-10-15 15:51:38,241 - Train: 0.72% [9050/1251000] [7.2/1000.0] [batch_t 0.477 (0.240)] [data_t 0.009] [optim_t 0.468] [lr 0.001087] [CE 5.301 (5.203)] [KD 9.033 (8.689)] 2024-10-15 15:51:50,316 - Train: 0.73% [9100/1251000] [7.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001093] [CE 5.471 (5.169)] [KD 9.175 (8.676)] 2024-10-15 15:52:02,300 - Train: 0.73% [9150/1251000] [7.3/1000.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001099] [CE 5.299 (5.206)] [KD 8.742 (8.594)] 2024-10-15 15:52:14,767 - Train: 0.74% [9200/1251000] [7.4/1000.0] [batch_t 0.380 (0.249)] [data_t 0.009] [optim_t 0.371] [lr 0.001105] [CE 5.056 (5.191)] [KD 8.931 (8.635)] 2024-10-15 15:52:26,956 - Train: 0.74% [9250/1251000] [7.4/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.001111] [CE 5.371 (5.076)] [KD 8.503 (8.492)] 2024-10-15 15:52:39,331 - Train: 0.74% [9300/1251000] [7.4/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001117] [CE 4.950 (5.152)] [KD 8.498 (8.660)] 2024-10-15 15:52:51,675 - Train: 0.75% [9350/1251000] [7.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001123] [CE 5.013 (5.134)] [KD 8.370 (8.635)] 2024-10-15 15:53:03,799 - Train: 0.75% [9400/1251000] [7.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001129] [CE 5.345 (5.100)] [KD 8.600 (8.483)] 2024-10-15 15:53:15,902 - Train: 0.76% [9450/1251000] [7.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001135] [CE 5.102 (5.186)] [KD 8.104 (8.460)] 2024-10-15 15:53:27,832 - Train: 0.76% [9500/1251000] [7.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001141] [CE 4.866 (5.061)] [KD 8.498 (8.441)] 2024-10-15 15:53:39,756 - Train: 0.76% [9550/1251000] [7.6/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001147] [CE 5.332 (5.129)] [KD 8.027 (8.294)] 2024-10-15 15:53:51,837 - Train: 0.77% [9600/1251000] [7.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001153] [CE 4.910 (5.132)] [KD 7.715 (8.349)] 2024-10-15 15:54:03,766 - Train: 0.77% [9650/1251000] [7.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001159] [CE 5.401 (5.114)] [KD 8.490 (8.391)] 2024-10-15 15:54:15,716 - Train: 0.78% [9700/1251000] [7.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001165] [CE 5.516 (5.156)] [KD 8.628 (8.440)] 2024-10-15 15:54:27,793 - Train: 0.78% [9750/1251000] [7.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001171] [CE 5.037 (5.108)] [KD 8.150 (8.308)] 2024-10-15 15:54:39,527 - Train: 0.78% [9800/1251000] [7.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001177] [CE 4.992 (5.101)] [KD 8.710 (8.260)] 2024-10-15 15:54:51,692 - Train: 0.79% [9850/1251000] [7.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001183] [CE 4.449 (5.174)] [KD 8.260 (8.532)] 2024-10-15 15:55:03,998 - Train: 0.79% [9900/1251000] [7.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001189] [CE 4.794 (5.136)] [KD 8.625 (8.280)] 2024-10-15 15:55:15,752 - Train: 0.80% [9950/1251000] [8.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001195] [CE 4.612 (5.044)] [KD 8.178 (8.248)] 2024-10-15 15:55:27,521 - Train: 0.80% [10000/1251000] [8.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001201] [CE 5.394 (5.153)] [KD 8.401 (8.330)] 2024-10-15 15:55:29,471 - ==> Total time: 0:42:10 Eta: 3 days, 15:08:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 15:55:43,289 - Train: 0.80% [10050/1251000] [8.0/1000.0] [batch_t 0.241 (0.296)] [data_t 0.009] [optim_t 0.232] [lr 0.001207] [CE 4.645 (5.147)] [KD 7.816 (8.164)] 2024-10-15 15:55:54,944 - Train: 0.81% [10100/1251000] [8.1/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.001213] [CE 5.363 (5.066)] [KD 8.568 (8.319)] 2024-10-15 15:56:07,047 - Train: 0.81% [10150/1251000] [8.1/1000.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.001219] [CE 5.324 (5.082)] [KD 8.471 (8.159)] 2024-10-15 15:56:19,342 - Train: 0.82% [10200/1251000] [8.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001225] [CE 4.973 (5.095)] [KD 7.918 (8.158)] 2024-10-15 15:56:31,441 - Train: 0.82% [10250/1251000] [8.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001231] [CE 4.748 (5.062)] [KD 7.886 (7.963)] 2024-10-15 15:56:43,356 - Train: 0.82% [10300/1251000] [8.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001237] [CE 4.844 (5.048)] [KD 7.894 (7.946)] 2024-10-15 15:56:55,207 - Train: 0.83% [10350/1251000] [8.3/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001243] [CE 4.960 (5.104)] [KD 7.701 (8.088)] 2024-10-15 15:57:07,412 - Train: 0.83% [10400/1251000] [8.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001249] [CE 4.896 (5.080)] [KD 8.290 (8.080)] 2024-10-15 15:57:19,647 - Train: 0.84% [10450/1251000] [8.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001255] [CE 5.616 (5.170)] [KD 8.413 (8.016)] 2024-10-15 15:57:31,500 - Train: 0.84% [10500/1251000] [8.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001261] [CE 5.238 (5.090)] [KD 7.926 (7.935)] 2024-10-15 15:57:43,329 - Train: 0.84% [10550/1251000] [8.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001267] [CE 5.205 (5.066)] [KD 7.955 (8.068)] 2024-10-15 15:57:55,460 - Train: 0.85% [10600/1251000] [8.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001273] [CE 4.995 (4.992)] [KD 8.061 (7.946)] 2024-10-15 15:58:07,660 - Train: 0.85% [10650/1251000] [8.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001279] [CE 5.036 (5.106)] [KD 7.939 (8.035)] 2024-10-15 15:58:19,688 - Train: 0.86% [10700/1251000] [8.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001285] [CE 5.254 (5.081)] [KD 7.542 (7.874)] 2024-10-15 15:58:31,748 - Train: 0.86% [10750/1251000] [8.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001291] [CE 4.872 (5.020)] [KD 8.287 (7.928)] 2024-10-15 15:58:43,705 - Train: 0.86% [10800/1251000] [8.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001297] [CE 5.107 (5.080)] [KD 8.264 (7.967)] 2024-10-15 15:58:56,120 - Train: 0.87% [10850/1251000] [8.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001303] [CE 4.648 (5.027)] [KD 7.346 (7.709)] 2024-10-15 15:59:08,097 - Train: 0.87% [10900/1251000] [8.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001309] [CE 5.125 (5.013)] [KD 7.708 (7.737)] 2024-10-15 15:59:20,106 - Train: 0.88% [10950/1251000] [8.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001315] [CE 5.099 (5.074)] [KD 7.907 (7.885)] 2024-10-15 15:59:32,259 - Train: 0.88% [11000/1251000] [8.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001321] [CE 4.766 (5.121)] [KD 8.067 (7.878)] 2024-10-15 15:59:44,647 - Train: 0.88% [11050/1251000] [8.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001326] [CE 5.166 (5.116)] [KD 8.406 (7.995)] 2024-10-15 15:59:56,511 - Train: 0.89% [11100/1251000] [8.9/1000.0] [batch_t 0.277 (0.237)] [data_t 0.009] [optim_t 0.269] [lr 0.001332] [CE 5.418 (4.966)] [KD 7.454 (7.724)] 2024-10-15 16:00:08,898 - Train: 0.89% [11150/1251000] [8.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001338] [CE 4.856 (4.991)] [KD 7.426 (7.685)] 2024-10-15 16:00:21,206 - Train: 0.90% [11200/1251000] [9.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001344] [CE 4.776 (5.105)] [KD 7.779 (7.822)] 2024-10-15 16:00:33,581 - Train: 0.90% [11250/1251000] [9.0/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001350] [CE 4.931 (4.999)] [KD 7.946 (7.725)] 2024-10-15 16:00:35,660 - ==> Total time: 0:47:16 Eta: 3 days, 14:45:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:00:49,140 - Train: 0.90% [11300/1251000] [9.0/1000.0] [batch_t 0.237 (0.295)] [data_t 0.009] [optim_t 0.228] [lr 0.001356] [CE 5.086 (5.026)] [KD 7.621 (7.622)] 2024-10-15 16:01:00,914 - Train: 0.91% [11350/1251000] [9.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001362] [CE 5.315 (4.983)] [KD 7.680 (7.568)] 2024-10-15 16:01:12,793 - Train: 0.91% [11400/1251000] [9.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001368] [CE 4.804 (5.007)] [KD 7.732 (7.771)] 2024-10-15 16:01:24,840 - Train: 0.92% [11450/1251000] [9.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001374] [CE 4.879 (5.070)] [KD 7.964 (7.664)] 2024-10-15 16:01:37,103 - Train: 0.92% [11500/1251000] [9.2/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001380] [CE 5.353 (4.985)] [KD 7.752 (7.639)] 2024-10-15 16:01:49,120 - Train: 0.92% [11550/1251000] [9.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001386] [CE 5.068 (5.028)] [KD 7.567 (7.717)] 2024-10-15 16:02:00,965 - Train: 0.93% [11600/1251000] [9.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001392] [CE 4.780 (5.013)] [KD 7.485 (7.676)] 2024-10-15 16:02:12,717 - Train: 0.93% [11650/1251000] [9.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001398] [CE 4.912 (4.984)] [KD 7.542 (7.451)] 2024-10-15 16:02:24,855 - Train: 0.94% [11700/1251000] [9.4/1000.0] [batch_t 0.371 (0.243)] [data_t 0.009] [optim_t 0.362] [lr 0.001404] [CE 4.632 (4.964)] [KD 7.604 (7.489)] 2024-10-15 16:02:36,581 - Train: 0.94% [11750/1251000] [9.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.001410] [CE 5.047 (5.052)] [KD 7.573 (7.540)] 2024-10-15 16:02:48,649 - Train: 0.94% [11800/1251000] [9.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001416] [CE 5.327 (4.968)] [KD 7.512 (7.569)] 2024-10-15 16:03:00,867 - Train: 0.95% [11850/1251000] [9.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001422] [CE 4.994 (5.016)] [KD 7.566 (7.506)] 2024-10-15 16:03:13,172 - Train: 0.95% [11900/1251000] [9.5/1000.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.001428] [CE 5.116 (4.952)] [KD 7.822 (7.469)] 2024-10-15 16:03:25,524 - Train: 0.96% [11950/1251000] [9.6/1000.0] [batch_t 0.274 (0.247)] [data_t 0.009] [optim_t 0.265] [lr 0.001434] [CE 5.252 (4.990)] [KD 7.544 (7.415)] 2024-10-15 16:03:37,640 - Train: 0.96% [12000/1251000] [9.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001440] [CE 4.847 (4.981)] [KD 7.157 (7.367)] 2024-10-15 16:03:49,874 - Train: 0.96% [12050/1251000] [9.6/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001446] [CE 4.841 (5.029)] [KD 7.171 (7.632)] 2024-10-15 16:04:02,355 - Train: 0.97% [12100/1251000] [9.7/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001452] [CE 4.771 (5.005)] [KD 7.779 (7.648)] 2024-10-15 16:04:14,626 - Train: 0.97% [12150/1251000] [9.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001458] [CE 4.457 (5.045)] [KD 7.154 (7.560)] 2024-10-15 16:04:26,515 - Train: 0.98% [12200/1251000] [9.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001464] [CE 4.918 (5.096)] [KD 7.603 (7.526)] 2024-10-15 16:04:38,593 - Train: 0.98% [12250/1251000] [9.8/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001470] [CE 4.935 (5.059)] [KD 7.739 (7.542)] 2024-10-15 16:04:50,907 - Train: 0.98% [12300/1251000] [9.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001476] [CE 4.672 (4.980)] [KD 7.774 (7.508)] 2024-10-15 16:05:02,900 - Train: 0.99% [12350/1251000] [9.9/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001482] [CE 5.174 (5.055)] [KD 7.540 (7.515)] 2024-10-15 16:05:15,500 - Train: 0.99% [12400/1251000] [9.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001488] [CE 5.272 (5.008)] [KD 7.647 (7.276)] 2024-10-15 16:05:27,651 - Train: 1.00% [12450/1251000] [10.0/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001494] [CE 4.932 (4.993)] [KD 7.115 (7.372)] 2024-10-15 16:05:39,915 - Train: 1.00% [12500/1251000] [10.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001500] [CE 5.089 (5.081)] [KD 7.275 (7.449)] 2024-10-15 16:05:54,518 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 29049] [top5_cnt 40685] [top_all 50000] 2024-10-15 16:05:54,519 - net: 58.098 (81.370) 2024-10-15 16:06:07,016 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 373] [top5_cnt 2326] [top_all 50000] 2024-10-15 16:06:07,016 - net_E: 0.746 (4.652) 2024-10-15 16:06:07,173 - Max [top1: 58.098 (epoch: 10)] [top1-ema: 0.746 (epoch: 10)] 2024-10-15 16:06:07,173 - ==> Total time: 0:52:47 Eta: 3 days, 15:06:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:06:22,784 - Train: 1.00% [12550/1251000] [10.0/1000.0] [batch_t 0.232 (0.263)] [data_t 0.009] [optim_t 0.223] [lr 0.001506] [CE 5.114 (5.026)] [KD 7.619 (7.373)] 2024-10-15 16:06:34,827 - Train: 1.01% [12600/1251000] [10.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001512] [CE 4.700 (4.959)] [KD 7.306 (7.349)] 2024-10-15 16:06:46,760 - Train: 1.01% [12650/1251000] [10.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001518] [CE 4.870 (4.986)] [KD 7.345 (7.264)] 2024-10-15 16:06:58,965 - Train: 1.02% [12700/1251000] [10.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001524] [CE 5.008 (5.010)] [KD 7.051 (7.272)] 2024-10-15 16:07:11,062 - Train: 1.02% [12750/1251000] [10.2/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001530] [CE 4.205 (4.940)] [KD 6.857 (7.273)] 2024-10-15 16:07:23,061 - Train: 1.02% [12800/1251000] [10.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001536] [CE 4.786 (4.903)] [KD 6.815 (7.140)] 2024-10-15 16:07:35,060 - Train: 1.03% [12850/1251000] [10.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001542] [CE 5.289 (4.939)] [KD 7.119 (7.004)] 2024-10-15 16:07:47,293 - Train: 1.03% [12900/1251000] [10.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001548] [CE 5.058 (5.000)] [KD 7.345 (7.322)] 2024-10-15 16:07:59,155 - Train: 1.04% [12950/1251000] [10.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001554] [CE 4.940 (4.931)] [KD 6.729 (7.105)] 2024-10-15 16:08:11,202 - Train: 1.04% [13000/1251000] [10.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001560] [CE 5.064 (4.955)] [KD 7.344 (7.118)] 2024-10-15 16:08:23,498 - Train: 1.04% [13050/1251000] [10.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001566] [CE 5.171 (5.005)] [KD 7.063 (7.282)] 2024-10-15 16:08:35,580 - Train: 1.05% [13100/1251000] [10.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001572] [CE 4.740 (4.940)] [KD 7.133 (7.094)] 2024-10-15 16:08:47,804 - Train: 1.05% [13150/1251000] [10.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001578] [CE 4.974 (4.945)] [KD 7.194 (7.141)] 2024-10-15 16:08:59,786 - Train: 1.06% [13200/1251000] [10.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001584] [CE 4.973 (4.992)] [KD 7.016 (7.210)] 2024-10-15 16:09:11,828 - Train: 1.06% [13250/1251000] [10.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001590] [CE 4.603 (4.879)] [KD 7.065 (7.072)] 2024-10-15 16:09:23,953 - Train: 1.06% [13300/1251000] [10.6/1000.0] [batch_t 0.424 (0.242)] [data_t 0.009] [optim_t 0.415] [lr 0.001596] [CE 4.802 (4.927)] [KD 7.000 (7.048)] 2024-10-15 16:09:35,911 - Train: 1.07% [13350/1251000] [10.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001602] [CE 5.311 (5.018)] [KD 7.597 (7.219)] 2024-10-15 16:09:47,837 - Train: 1.07% [13400/1251000] [10.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001608] [CE 4.874 (4.947)] [KD 7.254 (7.233)] 2024-10-15 16:09:59,951 - Train: 1.08% [13450/1251000] [10.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001614] [CE 4.921 (4.957)] [KD 7.036 (7.124)] 2024-10-15 16:10:12,024 - Train: 1.08% [13500/1251000] [10.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001620] [CE 4.762 (5.010)] [KD 7.088 (7.060)] 2024-10-15 16:10:23,885 - Train: 1.08% [13550/1251000] [10.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001626] [CE 5.157 (4.929)] [KD 7.530 (6.961)] 2024-10-15 16:10:35,879 - Train: 1.09% [13600/1251000] [10.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001632] [CE 4.771 (4.925)] [KD 7.180 (7.093)] 2024-10-15 16:10:47,990 - Train: 1.09% [13650/1251000] [10.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001638] [CE 5.060 (4.961)] [KD 7.230 (7.066)] 2024-10-15 16:10:59,991 - Train: 1.10% [13700/1251000] [11.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001644] [CE 5.401 (4.969)] [KD 6.902 (7.081)] 2024-10-15 16:11:11,974 - Train: 1.10% [13750/1251000] [11.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001650] [CE 4.713 (4.960)] [KD 6.572 (7.038)] 2024-10-15 16:11:14,529 - ==> Total time: 0:57:55 Eta: 3 days, 14:47:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:11:28,009 - Train: 1.10% [13800/1251000] [11.0/1000.0] [batch_t 0.237 (0.311)] [data_t 0.009] [optim_t 0.228] [lr 0.001656] [CE 4.989 (4.885)] [KD 7.351 (6.922)] 2024-10-15 16:11:39,842 - Train: 1.11% [13850/1251000] [11.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001662] [CE 5.179 (4.909)] [KD 6.869 (6.929)] 2024-10-15 16:11:52,096 - Train: 1.11% [13900/1251000] [11.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001668] [CE 4.822 (4.930)] [KD 6.943 (7.044)] 2024-10-15 16:12:04,224 - Train: 1.12% [13950/1251000] [11.2/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001674] [CE 4.787 (4.998)] [KD 7.179 (6.961)] 2024-10-15 16:12:16,048 - Train: 1.12% [14000/1251000] [11.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001680] [CE 4.999 (4.963)] [KD 6.789 (6.897)] 2024-10-15 16:12:27,955 - Train: 1.12% [14050/1251000] [11.2/1000.0] [batch_t 0.436 (0.238)] [data_t 0.009] [optim_t 0.427] [lr 0.001686] [CE 4.713 (4.937)] [KD 6.948 (6.946)] 2024-10-15 16:12:40,178 - Train: 1.13% [14100/1251000] [11.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001692] [CE 4.793 (5.014)] [KD 7.132 (7.062)] 2024-10-15 16:12:52,302 - Train: 1.13% [14150/1251000] [11.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001698] [CE 5.027 (4.926)] [KD 6.924 (7.031)] 2024-10-15 16:13:04,265 - Train: 1.14% [14200/1251000] [11.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001704] [CE 4.599 (4.942)] [KD 6.921 (6.904)] 2024-10-15 16:13:16,630 - Train: 1.14% [14250/1251000] [11.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001710] [CE 4.493 (4.888)] [KD 7.015 (7.021)] 2024-10-15 16:13:28,616 - Train: 1.14% [14300/1251000] [11.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001716] [CE 5.131 (5.008)] [KD 7.307 (7.091)] 2024-10-15 16:13:40,377 - Train: 1.15% [14350/1251000] [11.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001722] [CE 5.152 (4.925)] [KD 6.877 (7.126)] 2024-10-15 16:13:52,428 - Train: 1.15% [14400/1251000] [11.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001728] [CE 4.843 (4.916)] [KD 6.876 (6.788)] 2024-10-15 16:14:04,350 - Train: 1.16% [14450/1251000] [11.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001734] [CE 5.095 (4.929)] [KD 7.064 (6.941)] 2024-10-15 16:14:16,446 - Train: 1.16% [14500/1251000] [11.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001740] [CE 4.851 (4.930)] [KD 6.953 (6.697)] 2024-10-15 16:14:28,402 - Train: 1.16% [14550/1251000] [11.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001746] [CE 5.295 (4.930)] [KD 6.739 (6.758)] 2024-10-15 16:14:40,357 - Train: 1.17% [14600/1251000] [11.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001752] [CE 5.207 (4.842)] [KD 6.724 (6.879)] 2024-10-15 16:14:52,272 - Train: 1.17% [14650/1251000] [11.7/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.001758] [CE 5.070 (4.939)] [KD 7.131 (6.958)] 2024-10-15 16:15:04,367 - Train: 1.18% [14700/1251000] [11.8/1000.0] [batch_t 0.316 (0.242)] [data_t 0.009] [optim_t 0.307] [lr 0.001764] [CE 5.160 (4.918)] [KD 6.631 (6.781)] 2024-10-15 16:15:16,465 - Train: 1.18% [14750/1251000] [11.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001770] [CE 4.486 (4.914)] [KD 7.317 (6.809)] 2024-10-15 16:15:28,273 - Train: 1.18% [14800/1251000] [11.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001776] [CE 4.923 (4.978)] [KD 6.486 (6.902)] 2024-10-15 16:15:40,451 - Train: 1.19% [14850/1251000] [11.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001782] [CE 4.634 (4.905)] [KD 6.837 (7.089)] 2024-10-15 16:15:52,685 - Train: 1.19% [14900/1251000] [11.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001788] [CE 4.439 (4.929)] [KD 6.791 (6.935)] 2024-10-15 16:16:04,634 - Train: 1.20% [14950/1251000] [12.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001794] [CE 4.776 (4.925)] [KD 6.592 (6.849)] 2024-10-15 16:16:16,852 - Train: 1.20% [15000/1251000] [12.0/1000.0] [batch_t 0.381 (0.244)] [data_t 0.009] [optim_t 0.373] [lr 0.001800] [CE 4.898 (4.838)] [KD 6.547 (6.671)] 2024-10-15 16:16:19,696 - ==> Total time: 1:03:00 Eta: 3 days, 14:27:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:16:32,784 - Train: 1.20% [15050/1251000] [12.0/1000.0] [batch_t 0.240 (0.303)] [data_t 0.009] [optim_t 0.231] [lr 0.001806] [CE 4.983 (4.822)] [KD 6.855 (6.688)] 2024-10-15 16:16:44,862 - Train: 1.21% [15100/1251000] [12.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001812] [CE 5.224 (4.926)] [KD 6.906 (6.754)] 2024-10-15 16:16:56,878 - Train: 1.21% [15150/1251000] [12.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001818] [CE 5.227 (4.948)] [KD 6.774 (6.669)] 2024-10-15 16:17:08,690 - Train: 1.22% [15200/1251000] [12.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.001824] [CE 4.431 (4.865)] [KD 7.188 (6.745)] 2024-10-15 16:17:20,775 - Train: 1.22% [15250/1251000] [12.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001830] [CE 4.973 (4.813)] [KD 6.896 (6.598)] 2024-10-15 16:17:32,583 - Train: 1.22% [15300/1251000] [12.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001836] [CE 4.570 (4.885)] [KD 6.242 (6.660)] 2024-10-15 16:17:44,426 - Train: 1.23% [15350/1251000] [12.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001842] [CE 4.410 (4.862)] [KD 6.669 (6.669)] 2024-10-15 16:17:56,603 - Train: 1.23% [15400/1251000] [12.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001848] [CE 4.483 (4.887)] [KD 6.243 (6.528)] 2024-10-15 16:18:08,871 - Train: 1.24% [15450/1251000] [12.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001854] [CE 5.059 (4.919)] [KD 6.943 (6.708)] 2024-10-15 16:18:20,619 - Train: 1.24% [15500/1251000] [12.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001860] [CE 4.549 (4.829)] [KD 6.597 (6.614)] 2024-10-15 16:18:32,338 - Train: 1.24% [15550/1251000] [12.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001866] [CE 4.821 (4.891)] [KD 6.745 (6.836)] 2024-10-15 16:18:44,287 - Train: 1.25% [15600/1251000] [12.5/1000.0] [batch_t 0.262 (0.239)] [data_t 0.009] [optim_t 0.253] [lr 0.001872] [CE 4.884 (4.845)] [KD 6.606 (6.584)] 2024-10-15 16:18:56,681 - Train: 1.25% [15650/1251000] [12.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001878] [CE 4.727 (4.881)] [KD 6.716 (6.658)] 2024-10-15 16:19:08,829 - Train: 1.25% [15700/1251000] [12.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001883] [CE 4.950 (4.856)] [KD 6.669 (6.574)] 2024-10-15 16:19:20,596 - Train: 1.26% [15750/1251000] [12.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001889] [CE 4.683 (4.839)] [KD 6.802 (6.730)] 2024-10-15 16:19:32,415 - Train: 1.26% [15800/1251000] [12.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001895] [CE 4.713 (4.894)] [KD 6.253 (6.589)] 2024-10-15 16:19:44,473 - Train: 1.27% [15850/1251000] [12.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001901] [CE 5.103 (4.951)] [KD 6.471 (6.859)] 2024-10-15 16:19:56,228 - Train: 1.27% [15900/1251000] [12.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001907] [CE 4.937 (4.874)] [KD 6.587 (6.593)] 2024-10-15 16:20:08,107 - Train: 1.27% [15950/1251000] [12.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001913] [CE 4.927 (4.894)] [KD 6.512 (6.569)] 2024-10-15 16:20:20,046 - Train: 1.28% [16000/1251000] [12.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001919] [CE 4.767 (4.908)] [KD 6.353 (6.721)] 2024-10-15 16:20:32,202 - Train: 1.28% [16050/1251000] [12.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001925] [CE 4.817 (4.886)] [KD 6.544 (6.616)] 2024-10-15 16:20:44,196 - Train: 1.29% [16100/1251000] [12.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001931] [CE 4.984 (4.844)] [KD 6.633 (6.658)] 2024-10-15 16:20:56,041 - Train: 1.29% [16150/1251000] [12.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001937] [CE 5.167 (4.957)] [KD 6.696 (6.815)] 2024-10-15 16:21:07,792 - Train: 1.29% [16200/1251000] [12.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001943] [CE 4.742 (4.872)] [KD 6.724 (6.725)] 2024-10-15 16:21:20,026 - Train: 1.30% [16250/1251000] [13.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001949] [CE 5.222 (4.812)] [KD 7.041 (6.623)] 2024-10-15 16:21:23,152 - ==> Total time: 1:08:03 Eta: 3 days, 14:07:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:21:36,144 - Train: 1.30% [16300/1251000] [13.0/1000.0] [batch_t 0.239 (0.314)] [data_t 0.009] [optim_t 0.231] [lr 0.001955] [CE 4.353 (4.819)] [KD 6.200 (6.506)] 2024-10-15 16:21:48,125 - Train: 1.31% [16350/1251000] [13.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001961] [CE 5.058 (4.794)] [KD 6.676 (6.500)] 2024-10-15 16:21:59,877 - Train: 1.31% [16400/1251000] [13.1/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.001967] [CE 4.621 (4.911)] [KD 6.449 (6.518)] 2024-10-15 16:22:11,706 - Train: 1.31% [16450/1251000] [13.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001973] [CE 4.952 (4.874)] [KD 6.536 (6.484)] 2024-10-15 16:22:24,051 - Train: 1.32% [16500/1251000] [13.2/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.001979] [CE 5.098 (4.823)] [KD 6.626 (6.464)] 2024-10-15 16:22:36,205 - Train: 1.32% [16550/1251000] [13.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001985] [CE 4.970 (4.869)] [KD 6.205 (6.407)] 2024-10-15 16:22:48,235 - Train: 1.33% [16600/1251000] [13.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001991] [CE 4.690 (4.839)] [KD 6.638 (6.421)] 2024-10-15 16:23:00,172 - Train: 1.33% [16650/1251000] [13.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001997] [CE 4.929 (4.784)] [KD 6.301 (6.483)] 2024-10-15 16:23:12,114 - Train: 1.33% [16700/1251000] [13.3/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002003] [CE 4.729 (4.839)] [KD 6.696 (6.514)] 2024-10-15 16:23:23,858 - Train: 1.34% [16750/1251000] [13.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002009] [CE 4.458 (4.859)] [KD 6.709 (6.472)] 2024-10-15 16:23:36,109 - Train: 1.34% [16800/1251000] [13.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002015] [CE 5.424 (4.830)] [KD 6.729 (6.429)] 2024-10-15 16:23:48,062 - Train: 1.35% [16850/1251000] [13.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002021] [CE 4.405 (4.769)] [KD 6.258 (6.478)] 2024-10-15 16:24:00,067 - Train: 1.35% [16900/1251000] [13.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002027] [CE 5.169 (4.878)] [KD 6.580 (6.542)] 2024-10-15 16:24:11,945 - Train: 1.35% [16950/1251000] [13.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002033] [CE 4.590 (4.847)] [KD 6.400 (6.479)] 2024-10-15 16:24:23,725 - Train: 1.36% [17000/1251000] [13.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002039] [CE 4.671 (4.843)] [KD 6.180 (6.384)] 2024-10-15 16:24:35,508 - Train: 1.36% [17050/1251000] [13.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002045] [CE 5.131 (4.897)] [KD 6.237 (6.404)] 2024-10-15 16:24:47,854 - Train: 1.37% [17100/1251000] [13.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002051] [CE 4.430 (4.823)] [KD 6.227 (6.381)] 2024-10-15 16:25:00,044 - Train: 1.37% [17150/1251000] [13.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002057] [CE 4.881 (4.846)] [KD 6.326 (6.322)] 2024-10-15 16:25:11,986 - Train: 1.37% [17200/1251000] [13.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002063] [CE 4.679 (4.850)] [KD 6.578 (6.383)] 2024-10-15 16:25:24,112 - Train: 1.38% [17250/1251000] [13.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002069] [CE 4.571 (4.887)] [KD 5.886 (6.416)] 2024-10-15 16:25:36,118 - Train: 1.38% [17300/1251000] [13.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002075] [CE 4.986 (4.852)] [KD 6.561 (6.362)] 2024-10-15 16:25:47,942 - Train: 1.39% [17350/1251000] [13.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002081] [CE 4.671 (4.826)] [KD 6.225 (6.377)] 2024-10-15 16:26:00,311 - Train: 1.39% [17400/1251000] [13.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002087] [CE 4.411 (4.817)] [KD 6.013 (6.312)] 2024-10-15 16:26:12,183 - Train: 1.39% [17450/1251000] [13.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002093] [CE 5.063 (4.861)] [KD 6.485 (6.422)] 2024-10-15 16:26:23,935 - Train: 1.40% [17500/1251000] [14.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002099] [CE 4.819 (4.863)] [KD 6.147 (6.370)] 2024-10-15 16:26:27,184 - ==> Total time: 1:13:07 Eta: 3 days, 13:50:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:26:40,274 - Train: 1.40% [17550/1251000] [14.0/1000.0] [batch_t 0.233 (0.327)] [data_t 0.009] [optim_t 0.224] [lr 0.002105] [CE 4.572 (4.785)] [KD 6.421 (6.477)] 2024-10-15 16:26:52,605 - Train: 1.41% [17600/1251000] [14.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002111] [CE 5.000 (4.791)] [KD 6.389 (6.401)] 2024-10-15 16:27:04,641 - Train: 1.41% [17650/1251000] [14.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002117] [CE 4.908 (4.817)] [KD 6.413 (6.310)] 2024-10-15 16:27:16,698 - Train: 1.41% [17700/1251000] [14.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002123] [CE 4.628 (4.752)] [KD 6.544 (6.452)] 2024-10-15 16:27:28,818 - Train: 1.42% [17750/1251000] [14.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002129] [CE 5.173 (4.782)] [KD 6.454 (6.443)] 2024-10-15 16:27:40,961 - Train: 1.42% [17800/1251000] [14.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002135] [CE 4.734 (4.857)] [KD 6.041 (6.429)] 2024-10-15 16:27:52,759 - Train: 1.43% [17850/1251000] [14.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002141] [CE 4.681 (4.803)] [KD 6.478 (6.410)] 2024-10-15 16:28:04,532 - Train: 1.43% [17900/1251000] [14.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002147] [CE 5.277 (4.749)] [KD 6.147 (6.275)] 2024-10-15 16:28:16,434 - Train: 1.43% [17950/1251000] [14.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002153] [CE 4.739 (4.828)] [KD 6.309 (6.341)] 2024-10-15 16:28:28,872 - Train: 1.44% [18000/1251000] [14.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002159] [CE 4.993 (4.825)] [KD 6.514 (6.317)] 2024-10-15 16:28:40,801 - Train: 1.44% [18050/1251000] [14.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002165] [CE 5.262 (4.822)] [KD 6.593 (6.170)] 2024-10-15 16:28:52,839 - Train: 1.45% [18100/1251000] [14.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002171] [CE 5.050 (4.854)] [KD 6.469 (6.435)] 2024-10-15 16:29:04,968 - Train: 1.45% [18150/1251000] [14.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002177] [CE 5.082 (4.850)] [KD 6.385 (6.231)] 2024-10-15 16:29:17,490 - Train: 1.45% [18200/1251000] [14.5/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002183] [CE 3.909 (4.813)] [KD 6.269 (6.327)] 2024-10-15 16:29:29,366 - Train: 1.46% [18250/1251000] [14.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002189] [CE 4.752 (4.786)] [KD 5.804 (6.343)] 2024-10-15 16:29:41,556 - Train: 1.46% [18300/1251000] [14.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002195] [CE 4.878 (4.846)] [KD 6.286 (6.233)] 2024-10-15 16:29:54,018 - Train: 1.47% [18350/1251000] [14.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002201] [CE 4.757 (4.808)] [KD 6.322 (6.320)] 2024-10-15 16:30:07,168 - Train: 1.47% [18400/1251000] [14.7/1000.0] [batch_t 0.238 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.002207] [CE 4.907 (4.836)] [KD 5.970 (6.238)] 2024-10-15 16:30:19,858 - Train: 1.47% [18450/1251000] [14.7/1000.0] [batch_t 0.511 (0.254)] [data_t 0.009] [optim_t 0.502] [lr 0.002213] [CE 4.686 (4.808)] [KD 6.519 (6.238)] 2024-10-15 16:30:32,288 - Train: 1.48% [18500/1251000] [14.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002219] [CE 5.008 (4.847)] [KD 6.346 (6.371)] 2024-10-15 16:30:44,687 - Train: 1.48% [18550/1251000] [14.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002225] [CE 5.082 (4.816)] [KD 6.369 (6.217)] 2024-10-15 16:30:57,482 - Train: 1.49% [18600/1251000] [14.9/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.002231] [CE 5.190 (4.744)] [KD 6.506 (6.215)] 2024-10-15 16:31:09,646 - Train: 1.49% [18650/1251000] [14.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002237] [CE 4.922 (4.837)] [KD 6.206 (6.308)] 2024-10-15 16:31:21,898 - Train: 1.49% [18700/1251000] [14.9/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002243] [CE 4.767 (4.827)] [KD 6.324 (6.249)] 2024-10-15 16:31:34,513 - Train: 1.50% [18750/1251000] [15.0/1000.0] [batch_t 0.273 (0.252)] [data_t 0.025] [optim_t 0.248] [lr 0.002249] [CE 4.534 (4.848)] [KD 6.240 (6.332)] 2024-10-15 16:31:50,440 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 30975] [top5_cnt 42342] [top_all 50000] 2024-10-15 16:31:50,440 - net: 61.950 (84.684) 2024-10-15 16:32:03,085 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 21329] [top5_cnt 33880] [top_all 50000] 2024-10-15 16:32:03,086 - net_E: 42.658 (67.760) 2024-10-15 16:32:03,219 - Max [top1: 61.950 (epoch: 15)] [top1-ema: 42.658 (epoch: 15)] 2024-10-15 16:32:03,219 - ==> Total time: 1:18:43 Eta: 3 days, 14:09:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:32:20,749 - Train: 1.50% [18800/1251000] [15.0/1000.0] [batch_t 0.429 (0.283)] [data_t 0.009] [optim_t 0.420] [lr 0.002255] [CE 4.662 (4.850)] [KD 6.439 (6.380)] 2024-10-15 16:32:33,225 - Train: 1.51% [18850/1251000] [15.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.002261] [CE 4.414 (4.775)] [KD 6.356 (6.171)] 2024-10-15 16:32:45,365 - Train: 1.51% [18900/1251000] [15.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002267] [CE 5.299 (4.781)] [KD 6.393 (6.253)] 2024-10-15 16:32:57,746 - Train: 1.51% [18950/1251000] [15.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002273] [CE 4.523 (4.730)] [KD 5.877 (6.198)] 2024-10-15 16:33:09,910 - Train: 1.52% [19000/1251000] [15.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002279] [CE 4.154 (4.778)] [KD 6.412 (6.375)] 2024-10-15 16:33:22,107 - Train: 1.52% [19050/1251000] [15.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002285] [CE 5.196 (4.834)] [KD 6.560 (6.351)] 2024-10-15 16:33:34,515 - Train: 1.53% [19100/1251000] [15.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002291] [CE 5.033 (4.806)] [KD 6.316 (6.318)] 2024-10-15 16:33:47,001 - Train: 1.53% [19150/1251000] [15.3/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002297] [CE 4.577 (4.885)] [KD 6.031 (6.421)] 2024-10-15 16:33:59,040 - Train: 1.53% [19200/1251000] [15.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002303] [CE 4.192 (4.761)] [KD 5.871 (6.232)] 2024-10-15 16:34:11,293 - Train: 1.54% [19250/1251000] [15.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002309] [CE 4.897 (4.838)] [KD 6.042 (6.184)] 2024-10-15 16:34:23,778 - Train: 1.54% [19300/1251000] [15.4/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.002315] [CE 4.934 (4.739)] [KD 6.315 (6.328)] 2024-10-15 16:34:36,096 - Train: 1.55% [19350/1251000] [15.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002321] [CE 5.235 (4.804)] [KD 6.323 (6.216)] 2024-10-15 16:34:48,277 - Train: 1.55% [19400/1251000] [15.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002327] [CE 4.641 (4.803)] [KD 6.388 (6.225)] 2024-10-15 16:35:00,659 - Train: 1.55% [19450/1251000] [15.5/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002333] [CE 4.765 (4.842)] [KD 6.396 (6.137)] 2024-10-15 16:35:12,823 - Train: 1.56% [19500/1251000] [15.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002339] [CE 5.000 (4.838)] [KD 6.455 (6.252)] 2024-10-15 16:35:25,038 - Train: 1.56% [19550/1251000] [15.6/1000.0] [batch_t 0.388 (0.244)] [data_t 0.009] [optim_t 0.380] [lr 0.002345] [CE 4.814 (4.765)] [KD 6.418 (6.153)] 2024-10-15 16:35:37,398 - Train: 1.57% [19600/1251000] [15.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002351] [CE 4.679 (4.845)] [KD 6.050 (6.278)] 2024-10-15 16:35:49,797 - Train: 1.57% [19650/1251000] [15.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002357] [CE 4.362 (4.790)] [KD 6.030 (6.153)] 2024-10-15 16:36:02,132 - Train: 1.57% [19700/1251000] [15.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002363] [CE 4.886 (4.851)] [KD 5.758 (6.338)] 2024-10-15 16:36:14,227 - Train: 1.58% [19750/1251000] [15.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002369] [CE 4.295 (4.789)] [KD 5.801 (6.098)] 2024-10-15 16:36:26,763 - Train: 1.58% [19800/1251000] [15.8/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.237] [lr 0.002375] [CE 5.212 (4.797)] [KD 6.142 (6.107)] 2024-10-15 16:36:39,176 - Train: 1.59% [19850/1251000] [15.9/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002381] [CE 4.312 (4.784)] [KD 6.166 (6.150)] 2024-10-15 16:36:51,297 - Train: 1.59% [19900/1251000] [15.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002387] [CE 5.196 (4.822)] [KD 6.182 (6.159)] 2024-10-15 16:37:03,288 - Train: 1.59% [19950/1251000] [15.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002393] [CE 4.895 (4.823)] [KD 6.225 (6.085)] 2024-10-15 16:37:15,534 - Train: 1.60% [20000/1251000] [16.0/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002399] [CE 4.345 (4.742)] [KD 5.867 (6.144)] 2024-10-15 16:37:19,498 - ==> Total time: 1:24:00 Eta: 3 days, 14:06:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:37:31,802 - Train: 1.60% [20050/1251000] [16.0/1000.0] [batch_t 0.241 (0.320)] [data_t 0.009] [optim_t 0.232] [lr 0.002405] [CE 4.706 (4.789)] [KD 6.111 (5.892)] 2024-10-15 16:37:44,114 - Train: 1.61% [20100/1251000] [16.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002411] [CE 4.316 (4.766)] [KD 5.953 (6.012)] 2024-10-15 16:37:56,056 - Train: 1.61% [20150/1251000] [16.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002417] [CE 4.612 (4.799)] [KD 5.901 (6.176)] 2024-10-15 16:38:08,406 - Train: 1.61% [20200/1251000] [16.1/1000.0] [batch_t 0.254 (0.247)] [data_t 0.009] [optim_t 0.245] [lr 0.002423] [CE 4.657 (4.725)] [KD 6.716 (6.063)] 2024-10-15 16:38:20,866 - Train: 1.62% [20250/1251000] [16.2/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002429] [CE 4.950 (4.890)] [KD 6.124 (6.305)] 2024-10-15 16:38:32,944 - Train: 1.62% [20300/1251000] [16.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002434] [CE 4.643 (4.772)] [KD 6.394 (6.098)] 2024-10-15 16:38:44,904 - Train: 1.63% [20350/1251000] [16.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002440] [CE 4.475 (4.773)] [KD 6.131 (6.138)] 2024-10-15 16:38:56,908 - Train: 1.63% [20400/1251000] [16.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002446] [CE 5.087 (4.789)] [KD 6.144 (6.133)] 2024-10-15 16:39:08,782 - Train: 1.63% [20450/1251000] [16.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002452] [CE 4.682 (4.745)] [KD 6.109 (6.099)] 2024-10-15 16:39:20,809 - Train: 1.64% [20500/1251000] [16.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002458] [CE 4.625 (4.712)] [KD 5.997 (6.087)] 2024-10-15 16:39:33,117 - Train: 1.64% [20550/1251000] [16.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002464] [CE 4.819 (4.858)] [KD 6.323 (6.163)] 2024-10-15 16:39:45,062 - Train: 1.65% [20600/1251000] [16.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002470] [CE 4.274 (4.748)] [KD 5.650 (6.086)] 2024-10-15 16:39:57,039 - Train: 1.65% [20650/1251000] [16.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002476] [CE 4.562 (4.764)] [KD 5.911 (5.926)] 2024-10-15 16:40:09,149 - Train: 1.65% [20700/1251000] [16.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002482] [CE 4.632 (4.833)] [KD 6.338 (6.008)] 2024-10-15 16:40:21,038 - Train: 1.66% [20750/1251000] [16.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002488] [CE 5.029 (4.795)] [KD 6.644 (6.079)] 2024-10-15 16:40:32,906 - Train: 1.66% [20800/1251000] [16.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002494] [CE 4.431 (4.755)] [KD 5.877 (6.083)] 2024-10-15 16:40:44,906 - Train: 1.67% [20850/1251000] [16.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002500] [CE 4.316 (4.718)] [KD 6.092 (6.044)] 2024-10-15 16:40:57,246 - Train: 1.67% [20900/1251000] [16.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002506] [CE 5.098 (4.758)] [KD 6.123 (6.071)] 2024-10-15 16:41:09,135 - Train: 1.67% [20950/1251000] [16.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002512] [CE 4.868 (4.810)] [KD 5.942 (5.998)] 2024-10-15 16:41:21,290 - Train: 1.68% [21000/1251000] [16.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002518] [CE 4.118 (4.846)] [KD 5.853 (6.052)] 2024-10-15 16:41:33,218 - Train: 1.68% [21050/1251000] [16.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002524] [CE 4.622 (4.816)] [KD 6.029 (6.014)] 2024-10-15 16:41:45,309 - Train: 1.69% [21100/1251000] [16.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002530] [CE 4.317 (4.766)] [KD 5.706 (5.993)] 2024-10-15 16:41:57,311 - Train: 1.69% [21150/1251000] [16.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002536] [CE 4.833 (4.751)] [KD 6.255 (5.977)] 2024-10-15 16:42:09,549 - Train: 1.69% [21200/1251000] [16.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002542] [CE 4.839 (4.718)] [KD 5.716 (5.896)] 2024-10-15 16:42:21,436 - Train: 1.70% [21250/1251000] [17.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002548] [CE 4.707 (4.779)] [KD 6.255 (5.985)] 2024-10-15 16:42:25,438 - ==> Total time: 1:29:06 Eta: 3 days, 13:52:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:42:37,227 - Train: 1.70% [21300/1251000] [17.0/1000.0] [batch_t 0.236 (0.317)] [data_t 0.009] [optim_t 0.228] [lr 0.002554] [CE 4.388 (4.726)] [KD 5.696 (5.968)] 2024-10-15 16:42:49,450 - Train: 1.71% [21350/1251000] [17.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002560] [CE 4.641 (4.778)] [KD 5.974 (5.873)] 2024-10-15 16:43:01,544 - Train: 1.71% [21400/1251000] [17.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002566] [CE 5.160 (4.769)] [KD 6.275 (6.128)] 2024-10-15 16:43:13,513 - Train: 1.71% [21450/1251000] [17.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002572] [CE 4.879 (4.788)] [KD 5.923 (6.040)] 2024-10-15 16:43:25,553 - Train: 1.72% [21500/1251000] [17.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002578] [CE 4.713 (4.717)] [KD 5.907 (6.001)] 2024-10-15 16:43:37,759 - Train: 1.72% [21550/1251000] [17.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002584] [CE 4.712 (4.719)] [KD 5.612 (5.951)] 2024-10-15 16:43:49,783 - Train: 1.73% [21600/1251000] [17.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002590] [CE 4.881 (4.730)] [KD 6.161 (5.906)] 2024-10-15 16:44:01,672 - Train: 1.73% [21650/1251000] [17.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002596] [CE 4.904 (4.740)] [KD 5.897 (5.945)] 2024-10-15 16:44:13,500 - Train: 1.73% [21700/1251000] [17.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002602] [CE 4.811 (4.768)] [KD 5.798 (5.975)] 2024-10-15 16:44:25,766 - Train: 1.74% [21750/1251000] [17.4/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002608] [CE 4.715 (4.788)] [KD 5.866 (6.105)] 2024-10-15 16:44:37,474 - Train: 1.74% [21800/1251000] [17.4/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002614] [CE 4.600 (4.778)] [KD 6.084 (6.023)] 2024-10-15 16:44:49,391 - Train: 1.75% [21850/1251000] [17.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002620] [CE 4.587 (4.754)] [KD 6.178 (5.996)] 2024-10-15 16:45:01,371 - Train: 1.75% [21900/1251000] [17.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002626] [CE 5.018 (4.817)] [KD 6.109 (6.183)] 2024-10-15 16:45:13,848 - Train: 1.75% [21950/1251000] [17.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002632] [CE 4.806 (4.805)] [KD 6.120 (5.981)] 2024-10-15 16:45:25,707 - Train: 1.76% [22000/1251000] [17.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002638] [CE 4.509 (4.745)] [KD 5.767 (6.086)] 2024-10-15 16:45:37,643 - Train: 1.76% [22050/1251000] [17.6/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002644] [CE 4.844 (4.760)] [KD 6.100 (6.106)] 2024-10-15 16:45:49,546 - Train: 1.77% [22100/1251000] [17.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002650] [CE 4.924 (4.739)] [KD 6.207 (6.105)] 2024-10-15 16:46:01,861 - Train: 1.77% [22150/1251000] [17.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002656] [CE 4.539 (4.784)] [KD 6.089 (6.027)] 2024-10-15 16:46:13,806 - Train: 1.77% [22200/1251000] [17.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002662] [CE 4.899 (4.780)] [KD 6.321 (6.062)] 2024-10-15 16:46:25,586 - Train: 1.78% [22250/1251000] [17.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002668] [CE 4.730 (4.796)] [KD 5.676 (5.975)] 2024-10-15 16:46:37,707 - Train: 1.78% [22300/1251000] [17.8/1000.0] [batch_t 0.298 (0.242)] [data_t 0.009] [optim_t 0.289] [lr 0.002674] [CE 4.656 (4.789)] [KD 6.116 (6.006)] 2024-10-15 16:46:50,202 - Train: 1.79% [22350/1251000] [17.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002680] [CE 4.741 (4.836)] [KD 5.829 (6.112)] 2024-10-15 16:47:02,252 - Train: 1.79% [22400/1251000] [17.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002686] [CE 4.985 (4.778)] [KD 5.835 (6.102)] 2024-10-15 16:47:14,614 - Train: 1.79% [22450/1251000] [17.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002692] [CE 4.907 (4.764)] [KD 6.370 (5.929)] 2024-10-15 16:47:26,721 - Train: 1.80% [22500/1251000] [18.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002698] [CE 4.693 (4.761)] [KD 6.056 (5.965)] 2024-10-15 16:47:31,106 - ==> Total time: 1:34:11 Eta: 3 days, 13:38:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:47:42,814 - Train: 1.80% [22550/1251000] [18.0/1000.0] [batch_t 0.233 (0.327)] [data_t 0.009] [optim_t 0.224] [lr 0.002704] [CE 4.816 (4.733)] [KD 6.051 (6.027)] 2024-10-15 16:47:54,812 - Train: 1.81% [22600/1251000] [18.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002710] [CE 4.719 (4.756)] [KD 5.861 (6.063)] 2024-10-15 16:48:07,258 - Train: 1.81% [22650/1251000] [18.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002716] [CE 4.256 (4.737)] [KD 5.957 (6.041)] 2024-10-15 16:48:19,088 - Train: 1.81% [22700/1251000] [18.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002722] [CE 4.893 (4.789)] [KD 6.403 (6.092)] 2024-10-15 16:48:30,958 - Train: 1.82% [22750/1251000] [18.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 5.107 (4.804)] [KD 6.061 (6.083)] 2024-10-15 16:48:43,176 - Train: 1.82% [22800/1251000] [18.2/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002734] [CE 4.639 (4.781)] [KD 5.733 (5.873)] 2024-10-15 16:48:55,344 - Train: 1.83% [22850/1251000] [18.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002740] [CE 4.360 (4.684)] [KD 6.011 (5.880)] 2024-10-15 16:49:07,192 - Train: 1.83% [22900/1251000] [18.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002746] [CE 4.430 (4.738)] [KD 5.446 (5.861)] 2024-10-15 16:49:19,389 - Train: 1.83% [22950/1251000] [18.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002752] [CE 4.720 (4.698)] [KD 5.928 (5.824)] 2024-10-15 16:49:31,350 - Train: 1.84% [23000/1251000] [18.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002758] [CE 4.872 (4.694)] [KD 5.908 (5.740)] 2024-10-15 16:49:43,208 - Train: 1.84% [23050/1251000] [18.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002764] [CE 5.102 (4.802)] [KD 6.118 (6.037)] 2024-10-15 16:49:55,213 - Train: 1.85% [23100/1251000] [18.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002770] [CE 5.073 (4.768)] [KD 6.088 (5.896)] 2024-10-15 16:50:07,412 - Train: 1.85% [23150/1251000] [18.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002776] [CE 4.668 (4.728)] [KD 6.193 (5.984)] 2024-10-15 16:50:19,479 - Train: 1.85% [23200/1251000] [18.5/1000.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.242] [lr 0.002782] [CE 4.836 (4.788)] [KD 5.754 (6.004)] 2024-10-15 16:50:31,799 - Train: 1.86% [23250/1251000] [18.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002788] [CE 4.915 (4.746)] [KD 6.186 (5.855)] 2024-10-15 16:50:44,007 - Train: 1.86% [23300/1251000] [18.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.628 (4.805)] [KD 5.966 (5.923)] 2024-10-15 16:50:55,977 - Train: 1.87% [23350/1251000] [18.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002800] [CE 4.605 (4.759)] [KD 5.691 (6.014)] 2024-10-15 16:51:08,056 - Train: 1.87% [23400/1251000] [18.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002806] [CE 4.578 (4.746)] [KD 6.281 (5.942)] 2024-10-15 16:51:20,279 - Train: 1.87% [23450/1251000] [18.7/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002812] [CE 5.186 (4.711)] [KD 6.110 (5.835)] 2024-10-15 16:51:32,523 - Train: 1.88% [23500/1251000] [18.8/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.002818] [CE 5.142 (4.732)] [KD 6.032 (5.978)] 2024-10-15 16:51:44,546 - Train: 1.88% [23550/1251000] [18.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002824] [CE 4.547 (4.765)] [KD 6.091 (5.908)] 2024-10-15 16:51:56,672 - Train: 1.89% [23600/1251000] [18.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002830] [CE 4.712 (4.710)] [KD 5.735 (5.866)] 2024-10-15 16:52:08,778 - Train: 1.89% [23650/1251000] [18.9/1000.0] [batch_t 0.378 (0.242)] [data_t 0.009] [optim_t 0.369] [lr 0.002836] [CE 5.300 (4.752)] [KD 6.218 (5.956)] 2024-10-15 16:52:20,827 - Train: 1.89% [23700/1251000] [18.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002842] [CE 5.313 (4.706)] [KD 5.937 (6.051)] 2024-10-15 16:52:33,087 - Train: 1.90% [23750/1251000] [19.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002848] [CE 4.688 (4.636)] [KD 5.776 (5.878)] 2024-10-15 16:52:37,706 - ==> Total time: 1:39:18 Eta: 3 days, 13:27:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:52:49,054 - Train: 1.90% [23800/1251000] [19.0/1000.0] [batch_t 0.240 (0.318)] [data_t 0.009] [optim_t 0.231] [lr 0.002854] [CE 5.184 (4.755)] [KD 6.110 (5.833)] 2024-10-15 16:53:01,259 - Train: 1.91% [23850/1251000] [19.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002860] [CE 4.360 (4.758)] [KD 5.740 (5.990)] 2024-10-15 16:53:13,436 - Train: 1.91% [23900/1251000] [19.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002866] [CE 5.191 (4.745)] [KD 6.299 (5.974)] 2024-10-15 16:53:25,697 - Train: 1.91% [23950/1251000] [19.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002872] [CE 4.750 (4.762)] [KD 6.029 (5.953)] 2024-10-15 16:53:37,902 - Train: 1.92% [24000/1251000] [19.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002878] [CE 4.987 (4.685)] [KD 5.942 (5.823)] 2024-10-15 16:53:50,143 - Train: 1.92% [24050/1251000] [19.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.926 (4.776)] [KD 6.190 (5.974)] 2024-10-15 16:54:02,261 - Train: 1.93% [24100/1251000] [19.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002890] [CE 5.254 (4.781)] [KD 6.148 (6.032)] 2024-10-15 16:54:14,367 - Train: 1.93% [24150/1251000] [19.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002896] [CE 5.092 (4.796)] [KD 5.885 (5.941)] 2024-10-15 16:54:26,211 - Train: 1.93% [24200/1251000] [19.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002902] [CE 4.949 (4.778)] [KD 5.601 (5.816)] 2024-10-15 16:54:38,307 - Train: 1.94% [24250/1251000] [19.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002908] [CE 4.668 (4.808)] [KD 5.855 (5.916)] 2024-10-15 16:54:50,326 - Train: 1.94% [24300/1251000] [19.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002914] [CE 4.624 (4.745)] [KD 5.707 (5.808)] 2024-10-15 16:55:02,595 - Train: 1.95% [24350/1251000] [19.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002920] [CE 5.055 (4.758)] [KD 5.733 (5.855)] 2024-10-15 16:55:14,663 - Train: 1.95% [24400/1251000] [19.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.011] [optim_t 0.225] [lr 0.002926] [CE 4.453 (4.739)] [KD 5.951 (5.943)] 2024-10-15 16:55:26,612 - Train: 1.95% [24450/1251000] [19.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002932] [CE 4.692 (4.729)] [KD 5.659 (5.820)] 2024-10-15 16:55:38,678 - Train: 1.96% [24500/1251000] [19.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002938] [CE 4.550 (4.777)] [KD 5.882 (5.983)] 2024-10-15 16:55:50,967 - Train: 1.96% [24550/1251000] [19.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002944] [CE 5.123 (4.770)] [KD 6.024 (5.935)] 2024-10-15 16:56:03,133 - Train: 1.97% [24600/1251000] [19.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002950] [CE 4.983 (4.743)] [KD 6.012 (5.785)] 2024-10-15 16:56:15,440 - Train: 1.97% [24650/1251000] [19.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002956] [CE 5.120 (4.757)] [KD 6.254 (5.917)] 2024-10-15 16:56:27,928 - Train: 1.97% [24700/1251000] [19.7/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002962] [CE 4.786 (4.741)] [KD 6.235 (5.995)] 2024-10-15 16:56:40,159 - Train: 1.98% [24750/1251000] [19.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.446 (4.795)] [KD 6.214 (6.109)] 2024-10-15 16:56:52,351 - Train: 1.98% [24800/1251000] [19.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002974] [CE 4.154 (4.771)] [KD 5.716 (5.980)] 2024-10-15 16:57:04,324 - Train: 1.99% [24850/1251000] [19.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002980] [CE 4.557 (4.814)] [KD 5.936 (5.945)] 2024-10-15 16:57:16,324 - Train: 1.99% [24900/1251000] [19.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.322 (4.706)] [KD 5.563 (5.977)] 2024-10-15 16:57:28,299 - Train: 1.99% [24950/1251000] [19.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.915 (4.755)] [KD 5.871 (5.754)] 2024-10-15 16:57:40,339 - Train: 2.00% [25000/1251000] [20.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 4.882 (4.784)] [KD 5.670 (5.751)] 2024-10-15 16:57:57,789 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 33056] [top5_cnt 43630] [top_all 50000] 2024-10-15 16:57:57,790 - net: 66.112 (87.260) 2024-10-15 16:58:10,241 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 31681] [top5_cnt 42701] [top_all 50000] 2024-10-15 16:58:10,242 - net_E: 63.362 (85.402) 2024-10-15 16:58:10,369 - Max [top1: 66.112 (epoch: 20)] [top1-ema: 63.362 (epoch: 20)] 2024-10-15 16:58:10,369 - ==> Total time: 1:44:50 Eta: 3 days, 13:37:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 16:58:25,646 - Train: 2.00% [25050/1251000] [20.0/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.747 (4.831)] [KD 5.721 (5.941)] 2024-10-15 16:58:37,469 - Train: 2.01% [25100/1251000] [20.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002997] [CE 4.842 (4.760)] [KD 5.912 (5.961)] 2024-10-15 16:58:50,047 - Train: 2.01% [25150/1251000] [20.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002997] [CE 4.723 (4.655)] [KD 5.869 (5.803)] 2024-10-15 16:59:01,990 - Train: 2.01% [25200/1251000] [20.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002997] [CE 4.265 (4.795)] [KD 5.461 (5.809)] 2024-10-15 16:59:14,100 - Train: 2.02% [25250/1251000] [20.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002997] [CE 4.517 (4.754)] [KD 5.674 (5.756)] 2024-10-15 16:59:26,527 - Train: 2.02% [25300/1251000] [20.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 5.448 (4.791)] [KD 6.134 (5.823)] 2024-10-15 16:59:38,756 - Train: 2.03% [25350/1251000] [20.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002997] [CE 4.819 (4.794)] [KD 6.128 (5.907)] 2024-10-15 16:59:50,632 - Train: 2.03% [25400/1251000] [20.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 5.417 (4.742)] [KD 5.721 (5.806)] 2024-10-15 17:00:02,797 - Train: 2.03% [25450/1251000] [20.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002997] [CE 4.513 (4.685)] [KD 6.095 (5.821)] 2024-10-15 17:00:15,060 - Train: 2.04% [25500/1251000] [20.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002997] [CE 4.641 (4.772)] [KD 5.664 (5.772)] 2024-10-15 17:00:26,909 - Train: 2.04% [25550/1251000] [20.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.657 (4.734)] [KD 6.203 (5.834)] 2024-10-15 17:00:39,132 - Train: 2.05% [25600/1251000] [20.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 5.070 (4.714)] [KD 6.247 (5.816)] 2024-10-15 17:00:51,339 - Train: 2.05% [25650/1251000] [20.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002997] [CE 4.801 (4.695)] [KD 6.016 (5.887)] 2024-10-15 17:01:03,188 - Train: 2.05% [25700/1251000] [20.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002997] [CE 4.920 (4.758)] [KD 5.905 (5.892)] 2024-10-15 17:01:15,171 - Train: 2.06% [25750/1251000] [20.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.658 (4.771)] [KD 6.118 (5.854)] 2024-10-15 17:01:27,473 - Train: 2.06% [25800/1251000] [20.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002997] [CE 4.525 (4.808)] [KD 5.789 (5.873)] 2024-10-15 17:01:39,650 - Train: 2.07% [25850/1251000] [20.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002997] [CE 4.926 (4.805)] [KD 5.883 (5.814)] 2024-10-15 17:01:51,807 - Train: 2.07% [25900/1251000] [20.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.584 (4.709)] [KD 5.649 (5.752)] 2024-10-15 17:02:04,053 - Train: 2.07% [25950/1251000] [20.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 5.045 (4.745)] [KD 5.870 (5.733)] 2024-10-15 17:02:15,908 - Train: 2.08% [26000/1251000] [20.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 4.376 (4.781)] [KD 5.537 (5.820)] 2024-10-15 17:02:28,113 - Train: 2.08% [26050/1251000] [20.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002997] [CE 5.148 (4.710)] [KD 5.784 (5.626)] 2024-10-15 17:02:40,158 - Train: 2.09% [26100/1251000] [20.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002997] [CE 4.781 (4.689)] [KD 6.037 (5.757)] 2024-10-15 17:02:52,432 - Train: 2.09% [26150/1251000] [20.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 5.072 (4.770)] [KD 5.807 (5.811)] 2024-10-15 17:03:04,549 - Train: 2.09% [26200/1251000] [20.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002997] [CE 4.933 (4.702)] [KD 6.013 (5.803)] 2024-10-15 17:03:16,753 - Train: 2.10% [26250/1251000] [21.0/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002997] [CE 4.474 (4.744)] [KD 5.648 (5.974)] 2024-10-15 17:03:21,833 - ==> Total time: 1:50:02 Eta: 3 days, 13:30:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:03:32,579 - Train: 2.10% [26300/1251000] [21.0/1000.0] [batch_t 0.235 (0.318)] [data_t 0.009] [optim_t 0.225] [lr 0.002997] [CE 4.482 (4.776)] [KD 5.386 (5.726)] 2024-10-15 17:03:44,475 - Train: 2.11% [26350/1251000] [21.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 5.152 (4.777)] [KD 5.802 (5.862)] 2024-10-15 17:03:56,547 - Train: 2.11% [26400/1251000] [21.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 5.074 (4.776)] [KD 5.917 (5.738)] 2024-10-15 17:04:08,571 - Train: 2.11% [26450/1251000] [21.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002997] [CE 5.329 (4.727)] [KD 5.920 (5.803)] 2024-10-15 17:04:20,935 - Train: 2.12% [26500/1251000] [21.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.863 (4.739)] [KD 5.777 (5.825)] 2024-10-15 17:04:32,845 - Train: 2.12% [26550/1251000] [21.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002997] [CE 4.325 (4.670)] [KD 5.433 (5.637)] 2024-10-15 17:04:44,788 - Train: 2.13% [26600/1251000] [21.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002997] [CE 5.180 (4.702)] [KD 5.682 (5.530)] 2024-10-15 17:04:56,499 - Train: 2.13% [26650/1251000] [21.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002997] [CE 4.748 (4.761)] [KD 5.434 (5.752)] 2024-10-15 17:05:08,548 - Train: 2.13% [26700/1251000] [21.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 4.526 (4.771)] [KD 5.764 (5.622)] 2024-10-15 17:05:20,477 - Train: 2.14% [26750/1251000] [21.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002997] [CE 5.088 (4.701)] [KD 5.743 (5.627)] 2024-10-15 17:05:32,658 - Train: 2.14% [26800/1251000] [21.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002997] [CE 5.212 (4.718)] [KD 5.972 (5.693)] 2024-10-15 17:05:44,726 - Train: 2.15% [26850/1251000] [21.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002997] [CE 4.679 (4.692)] [KD 5.654 (5.775)] 2024-10-15 17:05:56,772 - Train: 2.15% [26900/1251000] [21.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002997] [CE 4.805 (4.729)] [KD 5.904 (5.573)] 2024-10-15 17:06:08,616 - Train: 2.15% [26950/1251000] [21.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002997] [CE 4.293 (4.699)] [KD 5.463 (5.775)] 2024-10-15 17:06:20,725 - Train: 2.16% [27000/1251000] [21.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 4.331 (4.710)] [KD 5.725 (5.647)] 2024-10-15 17:06:32,725 - Train: 2.16% [27050/1251000] [21.6/1000.0] [batch_t 0.382 (0.240)] [data_t 0.009] [optim_t 0.373] [lr 0.002997] [CE 4.208 (4.774)] [KD 5.425 (5.672)] 2024-10-15 17:06:44,742 - Train: 2.17% [27100/1251000] [21.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002997] [CE 4.764 (4.749)] [KD 5.470 (5.634)] 2024-10-15 17:06:56,830 - Train: 2.17% [27150/1251000] [21.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002997] [CE 4.788 (4.727)] [KD 5.590 (5.657)] 2024-10-15 17:07:08,822 - Train: 2.17% [27200/1251000] [21.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002997] [CE 4.918 (4.730)] [KD 5.577 (5.675)] 2024-10-15 17:07:20,768 - Train: 2.18% [27250/1251000] [21.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 4.513 (4.762)] [KD 5.790 (5.627)] 2024-10-15 17:07:32,810 - Train: 2.18% [27300/1251000] [21.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002997] [CE 4.656 (4.648)] [KD 5.390 (5.551)] 2024-10-15 17:07:44,784 - Train: 2.19% [27350/1251000] [21.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 5.050 (4.720)] [KD 5.809 (5.549)] 2024-10-15 17:07:56,806 - Train: 2.19% [27400/1251000] [21.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.614 (4.670)] [KD 5.589 (5.537)] 2024-10-15 17:08:08,978 - Train: 2.19% [27450/1251000] [21.9/1000.0] [batch_t 0.324 (0.243)] [data_t 0.009] [optim_t 0.315] [lr 0.002996] [CE 4.729 (4.731)] [KD 5.421 (5.634)] 2024-10-15 17:08:21,003 - Train: 2.20% [27500/1251000] [22.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 4.595 (4.758)] [KD 5.310 (5.627)] 2024-10-15 17:08:26,228 - ==> Total time: 1:55:06 Eta: 3 days, 13:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:08:36,677 - Train: 2.20% [27550/1251000] [22.0/1000.0] [batch_t 0.235 (0.322)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 5.028 (4.713)] [KD 5.629 (5.572)] 2024-10-15 17:08:48,594 - Train: 2.21% [27600/1251000] [22.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002996] [CE 4.798 (4.745)] [KD 5.999 (5.652)] 2024-10-15 17:09:01,100 - Train: 2.21% [27650/1251000] [22.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.530 (4.713)] [KD 5.329 (5.564)] 2024-10-15 17:09:13,214 - Train: 2.21% [27700/1251000] [22.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002996] [CE 4.860 (4.629)] [KD 5.808 (5.531)] 2024-10-15 17:09:25,201 - Train: 2.22% [27750/1251000] [22.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 5.338 (4.762)] [KD 5.404 (5.677)] 2024-10-15 17:09:36,942 - Train: 2.22% [27800/1251000] [22.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 5.066 (4.659)] [KD 5.310 (5.407)] 2024-10-15 17:09:49,123 - Train: 2.23% [27850/1251000] [22.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002996] [CE 5.123 (4.677)] [KD 5.774 (5.419)] 2024-10-15 17:10:01,111 - Train: 2.23% [27900/1251000] [22.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.965 (4.713)] [KD 5.804 (5.667)] 2024-10-15 17:10:12,973 - Train: 2.23% [27950/1251000] [22.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 5.099 (4.689)] [KD 5.837 (5.638)] 2024-10-15 17:10:25,040 - Train: 2.24% [28000/1251000] [22.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.887 (4.673)] [KD 5.610 (5.500)] 2024-10-15 17:10:37,208 - Train: 2.24% [28050/1251000] [22.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.247 (4.715)] [KD 5.499 (5.618)] 2024-10-15 17:10:48,998 - Train: 2.25% [28100/1251000] [22.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.595 (4.657)] [KD 5.334 (5.512)] 2024-10-15 17:11:00,916 - Train: 2.25% [28150/1251000] [22.5/1000.0] [batch_t 0.281 (0.238)] [data_t 0.009] [optim_t 0.272] [lr 0.002996] [CE 4.276 (4.687)] [KD 5.043 (5.564)] 2024-10-15 17:11:13,056 - Train: 2.25% [28200/1251000] [22.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.967 (4.687)] [KD 5.398 (5.510)] 2024-10-15 17:11:25,151 - Train: 2.26% [28250/1251000] [22.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.989 (4.715)] [KD 5.788 (5.434)] 2024-10-15 17:11:37,177 - Train: 2.26% [28300/1251000] [22.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.638 (4.644)] [KD 5.222 (5.472)] 2024-10-15 17:11:49,225 - Train: 2.27% [28350/1251000] [22.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002996] [CE 4.510 (4.734)] [KD 5.414 (5.622)] 2024-10-15 17:12:01,016 - Train: 2.27% [28400/1251000] [22.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.860 (4.674)] [KD 5.508 (5.406)] 2024-10-15 17:12:13,519 - Train: 2.27% [28450/1251000] [22.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002996] [CE 4.704 (4.722)] [KD 6.058 (5.600)] 2024-10-15 17:12:25,753 - Train: 2.28% [28500/1251000] [22.8/1000.0] [batch_t 0.307 (0.245)] [data_t 0.009] [optim_t 0.298] [lr 0.002996] [CE 4.810 (4.762)] [KD 5.907 (5.681)] 2024-10-15 17:12:38,201 - Train: 2.28% [28550/1251000] [22.8/1000.0] [batch_t 0.269 (0.249)] [data_t 0.009] [optim_t 0.261] [lr 0.002996] [CE 4.399 (4.689)] [KD 5.464 (5.553)] 2024-10-15 17:12:50,192 - Train: 2.29% [28600/1251000] [22.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.826 (4.688)] [KD 5.618 (5.445)] 2024-10-15 17:13:02,551 - Train: 2.29% [28650/1251000] [22.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 4.948 (4.733)] [KD 5.461 (5.455)] 2024-10-15 17:13:14,559 - Train: 2.29% [28700/1251000] [22.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.724 (4.723)] [KD 5.704 (5.608)] 2024-10-15 17:13:26,512 - Train: 2.30% [28750/1251000] [23.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 4.365 (4.741)] [KD 5.624 (5.549)] 2024-10-15 17:13:32,022 - ==> Total time: 2:00:12 Eta: 3 days, 13:06:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:13:42,360 - Train: 2.30% [28800/1251000] [23.0/1000.0] [batch_t 0.233 (0.333)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.592 (4.665)] [KD 5.733 (5.507)] 2024-10-15 17:13:54,482 - Train: 2.31% [28850/1251000] [23.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002996] [CE 4.066 (4.615)] [KD 4.675 (5.422)] 2024-10-15 17:14:06,543 - Train: 2.31% [28900/1251000] [23.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 5.229 (4.674)] [KD 5.473 (5.510)] 2024-10-15 17:14:18,701 - Train: 2.31% [28950/1251000] [23.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 3.977 (4.694)] [KD 5.359 (5.613)] 2024-10-15 17:14:30,581 - Train: 2.32% [29000/1251000] [23.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 5.227 (4.661)] [KD 5.801 (5.526)] 2024-10-15 17:14:42,551 - Train: 2.32% [29050/1251000] [23.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.917 (4.710)] [KD 5.699 (5.547)] 2024-10-15 17:14:54,511 - Train: 2.33% [29100/1251000] [23.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 5.123 (4.669)] [KD 5.788 (5.452)] 2024-10-15 17:15:06,622 - Train: 2.33% [29150/1251000] [23.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.909 (4.615)] [KD 5.790 (5.382)] 2024-10-15 17:15:18,404 - Train: 2.33% [29200/1251000] [23.3/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002996] [CE 4.722 (4.681)] [KD 5.654 (5.501)] 2024-10-15 17:15:30,437 - Train: 2.34% [29250/1251000] [23.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.865 (4.623)] [KD 5.485 (5.467)] 2024-10-15 17:15:42,312 - Train: 2.34% [29300/1251000] [23.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.350 (4.719)] [KD 5.587 (5.532)] 2024-10-15 17:15:54,267 - Train: 2.35% [29350/1251000] [23.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002996] [CE 4.358 (4.620)] [KD 5.237 (5.386)] 2024-10-15 17:16:06,120 - Train: 2.35% [29400/1251000] [23.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.603 (4.668)] [KD 5.455 (5.478)] 2024-10-15 17:16:18,245 - Train: 2.35% [29450/1251000] [23.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.401 (4.711)] [KD 5.168 (5.331)] 2024-10-15 17:16:30,221 - Train: 2.36% [29500/1251000] [23.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.649 (4.727)] [KD 5.367 (5.542)] 2024-10-15 17:16:42,079 - Train: 2.36% [29550/1251000] [23.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 5.013 (4.679)] [KD 5.688 (5.477)] 2024-10-15 17:16:53,937 - Train: 2.37% [29600/1251000] [23.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.443 (4.680)] [KD 5.487 (5.396)] 2024-10-15 17:17:05,866 - Train: 2.37% [29650/1251000] [23.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.611 (4.632)] [KD 5.229 (5.428)] 2024-10-15 17:17:17,774 - Train: 2.37% [29700/1251000] [23.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002996] [CE 4.825 (4.723)] [KD 5.146 (5.394)] 2024-10-15 17:17:29,954 - Train: 2.38% [29750/1251000] [23.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.652 (4.654)] [KD 5.518 (5.378)] 2024-10-15 17:17:41,959 - Train: 2.38% [29800/1251000] [23.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.559 (4.668)] [KD 5.484 (5.326)] 2024-10-15 17:17:53,864 - Train: 2.39% [29850/1251000] [23.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002996] [CE 4.841 (4.718)] [KD 5.618 (5.497)] 2024-10-15 17:18:05,786 - Train: 2.39% [29900/1251000] [23.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 5.101 (4.631)] [KD 5.319 (5.339)] 2024-10-15 17:18:17,697 - Train: 2.39% [29950/1251000] [23.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002996] [CE 4.456 (4.678)] [KD 5.401 (5.355)] 2024-10-15 17:18:29,660 - Train: 2.40% [30000/1251000] [24.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.952 (4.728)] [KD 5.798 (5.428)] 2024-10-15 17:18:35,369 - ==> Total time: 2:05:15 Eta: 3 days, 12:54:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:18:45,647 - Train: 2.40% [30050/1251000] [24.0/1000.0] [batch_t 0.233 (0.344)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.779 (4.641)] [KD 5.088 (5.323)] 2024-10-15 17:18:57,848 - Train: 2.41% [30100/1251000] [24.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002996] [CE 4.794 (4.658)] [KD 5.219 (5.397)] 2024-10-15 17:19:09,838 - Train: 2.41% [30150/1251000] [24.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.821 (4.598)] [KD 5.428 (5.282)] 2024-10-15 17:19:22,186 - Train: 2.41% [30200/1251000] [24.1/1000.0] [batch_t 0.298 (0.247)] [data_t 0.009] [optim_t 0.289] [lr 0.002996] [CE 4.330 (4.645)] [KD 4.923 (5.403)] 2024-10-15 17:19:33,901 - Train: 2.42% [30250/1251000] [24.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002996] [CE 4.538 (4.625)] [KD 5.423 (5.374)] 2024-10-15 17:19:45,649 - Train: 2.42% [30300/1251000] [24.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.452 (4.685)] [KD 5.176 (5.368)] 2024-10-15 17:19:57,727 - Train: 2.43% [30350/1251000] [24.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.879 (4.633)] [KD 4.957 (5.280)] 2024-10-15 17:20:09,755 - Train: 2.43% [30400/1251000] [24.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 5.084 (4.617)] [KD 5.763 (5.269)] 2024-10-15 17:20:21,650 - Train: 2.43% [30450/1251000] [24.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.609 (4.649)] [KD 5.343 (5.399)] 2024-10-15 17:20:33,668 - Train: 2.44% [30500/1251000] [24.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002996] [CE 4.999 (4.609)] [KD 5.371 (5.379)] 2024-10-15 17:20:45,724 - Train: 2.44% [30550/1251000] [24.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 4.735 (4.619)] [KD 5.551 (5.314)] 2024-10-15 17:20:57,691 - Train: 2.45% [30600/1251000] [24.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002996] [CE 5.362 (4.691)] [KD 5.541 (5.338)] 2024-10-15 17:21:09,744 - Train: 2.45% [30650/1251000] [24.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002996] [CE 4.239 (4.697)] [KD 5.306 (5.357)] 2024-10-15 17:21:21,952 - Train: 2.45% [30700/1251000] [24.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002996] [CE 4.586 (4.650)] [KD 5.308 (5.352)] 2024-10-15 17:21:34,387 - Train: 2.46% [30750/1251000] [24.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 4.447 (4.641)] [KD 5.268 (5.309)] 2024-10-15 17:21:46,475 - Train: 2.46% [30800/1251000] [24.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002996] [CE 4.613 (4.674)] [KD 5.692 (5.366)] 2024-10-15 17:21:58,623 - Train: 2.47% [30850/1251000] [24.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002996] [CE 4.430 (4.636)] [KD 5.324 (5.274)] 2024-10-15 17:22:10,534 - Train: 2.47% [30900/1251000] [24.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002996] [CE 4.563 (4.592)] [KD 5.244 (5.275)] 2024-10-15 17:22:22,722 - Train: 2.47% [30950/1251000] [24.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002996] [CE 4.498 (4.653)] [KD 5.554 (5.372)] 2024-10-15 17:22:34,884 - Train: 2.48% [31000/1251000] [24.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002996] [CE 4.602 (4.696)] [KD 5.261 (5.330)] 2024-10-15 17:22:46,875 - Train: 2.48% [31050/1251000] [24.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 5.032 (4.700)] [KD 5.376 (5.347)] 2024-10-15 17:22:59,053 - Train: 2.49% [31100/1251000] [24.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.540 (4.625)] [KD 5.126 (5.355)] 2024-10-15 17:23:11,353 - Train: 2.49% [31150/1251000] [24.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 4.443 (4.671)] [KD 5.276 (5.411)] 2024-10-15 17:23:23,224 - Train: 2.49% [31200/1251000] [24.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.150 (4.749)] [KD 5.314 (5.407)] 2024-10-15 17:23:35,340 - Train: 2.50% [31250/1251000] [25.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.848 (4.728)] [KD 5.467 (5.433)] 2024-10-15 17:23:53,389 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 33246] [top5_cnt 43895] [top_all 50000] 2024-10-15 17:23:53,390 - net: 66.492 (87.790) 2024-10-15 17:24:05,868 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 35259] [top5_cnt 44874] [top_all 50000] 2024-10-15 17:24:05,868 - net_E: 70.518 (89.748) 2024-10-15 17:24:06,021 - Max [top1: 66.492 (epoch: 25)] [top1-ema: 70.518 (epoch: 25)] 2024-10-15 17:24:06,021 - ==> Total time: 2:10:46 Eta: 3 days, 13:00:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:24:18,937 - Train: 2.50% [31300/1251000] [25.0/1000.0] [batch_t 0.236 (0.279)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.498 (4.610)] [KD 5.247 (5.296)] 2024-10-15 17:24:31,455 - Train: 2.51% [31350/1251000] [25.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.740 (4.662)] [KD 5.014 (5.289)] 2024-10-15 17:24:43,517 - Train: 2.51% [31400/1251000] [25.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.304 (4.622)] [KD 5.162 (5.327)] 2024-10-15 17:24:55,560 - Train: 2.51% [31450/1251000] [25.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002995] [CE 4.914 (4.670)] [KD 4.780 (5.215)] 2024-10-15 17:25:07,596 - Train: 2.52% [31500/1251000] [25.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 5.063 (4.661)] [KD 5.278 (5.285)] 2024-10-15 17:25:19,916 - Train: 2.52% [31550/1251000] [25.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.651 (4.625)] [KD 5.413 (5.344)] 2024-10-15 17:25:31,932 - Train: 2.53% [31600/1251000] [25.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 4.206 (4.700)] [KD 5.311 (5.404)] 2024-10-15 17:25:43,835 - Train: 2.53% [31650/1251000] [25.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.693 (4.642)] [KD 5.308 (5.320)] 2024-10-15 17:25:55,829 - Train: 2.53% [31700/1251000] [25.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 5.048 (4.703)] [KD 5.480 (5.378)] 2024-10-15 17:26:08,208 - Train: 2.54% [31750/1251000] [25.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002995] [CE 4.768 (4.620)] [KD 5.414 (5.328)] 2024-10-15 17:26:20,327 - Train: 2.54% [31800/1251000] [25.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 5.131 (4.604)] [KD 5.518 (5.251)] 2024-10-15 17:26:32,114 - Train: 2.55% [31850/1251000] [25.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.750 (4.665)] [KD 5.448 (5.258)] 2024-10-15 17:26:44,055 - Train: 2.55% [31900/1251000] [25.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002995] [CE 4.457 (4.657)] [KD 5.203 (5.191)] 2024-10-15 17:26:56,262 - Train: 2.55% [31950/1251000] [25.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002995] [CE 4.799 (4.643)] [KD 5.350 (5.336)] 2024-10-15 17:27:08,485 - Train: 2.56% [32000/1251000] [25.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 4.327 (4.620)] [KD 5.169 (5.226)] 2024-10-15 17:27:20,891 - Train: 2.56% [32050/1251000] [25.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.762 (4.619)] [KD 5.379 (5.267)] 2024-10-15 17:27:33,196 - Train: 2.57% [32100/1251000] [25.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.538 (4.669)] [KD 5.253 (5.336)] 2024-10-15 17:27:45,399 - Train: 2.57% [32150/1251000] [25.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002995] [CE 4.501 (4.625)] [KD 5.161 (5.271)] 2024-10-15 17:27:57,354 - Train: 2.57% [32200/1251000] [25.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 5.461 (4.632)] [KD 5.579 (5.242)] 2024-10-15 17:28:09,405 - Train: 2.58% [32250/1251000] [25.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.480 (4.600)] [KD 5.185 (5.356)] 2024-10-15 17:28:21,378 - Train: 2.58% [32300/1251000] [25.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002995] [CE 4.599 (4.593)] [KD 5.188 (5.166)] 2024-10-15 17:28:33,789 - Train: 2.59% [32350/1251000] [25.9/1000.0] [batch_t 0.422 (0.248)] [data_t 0.009] [optim_t 0.413] [lr 0.002995] [CE 4.662 (4.647)] [KD 5.280 (5.328)] 2024-10-15 17:28:45,985 - Train: 2.59% [32400/1251000] [25.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.841 (4.605)] [KD 5.221 (5.303)] 2024-10-15 17:28:57,973 - Train: 2.59% [32450/1251000] [25.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.729 (4.653)] [KD 5.619 (5.248)] 2024-10-15 17:29:10,053 - Train: 2.60% [32500/1251000] [26.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.615 (4.619)] [KD 4.814 (5.271)] 2024-10-15 17:29:16,278 - ==> Total time: 2:15:56 Eta: 3 days, 12:52:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:29:25,998 - Train: 2.60% [32550/1251000] [26.0/1000.0] [batch_t 0.233 (0.347)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.261 (4.656)] [KD 5.026 (5.325)] 2024-10-15 17:29:38,295 - Train: 2.61% [32600/1251000] [26.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002995] [CE 4.572 (4.633)] [KD 5.261 (5.150)] 2024-10-15 17:29:50,458 - Train: 2.61% [32650/1251000] [26.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002995] [CE 4.391 (4.590)] [KD 5.273 (5.230)] 2024-10-15 17:30:02,437 - Train: 2.61% [32700/1251000] [26.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.899 (4.604)] [KD 5.297 (5.306)] 2024-10-15 17:30:14,207 - Train: 2.62% [32750/1251000] [26.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002995] [CE 4.933 (4.583)] [KD 5.671 (5.177)] 2024-10-15 17:30:26,887 - Train: 2.62% [32800/1251000] [26.2/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.768 (4.601)] [KD 5.163 (5.205)] 2024-10-15 17:30:38,758 - Train: 2.63% [32850/1251000] [26.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.971 (4.613)] [KD 5.541 (5.119)] 2024-10-15 17:30:50,634 - Train: 2.63% [32900/1251000] [26.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.218 (4.605)] [KD 5.184 (5.199)] 2024-10-15 17:31:02,744 - Train: 2.63% [32950/1251000] [26.3/1000.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.002995] [CE 4.464 (4.640)] [KD 5.103 (5.234)] 2024-10-15 17:31:14,924 - Train: 2.64% [33000/1251000] [26.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.581 (4.630)] [KD 5.665 (5.262)] 2024-10-15 17:31:27,384 - Train: 2.64% [33050/1251000] [26.4/1000.0] [batch_t 0.278 (0.249)] [data_t 0.009] [optim_t 0.270] [lr 0.002995] [CE 5.113 (4.590)] [KD 5.139 (5.251)] 2024-10-15 17:31:39,675 - Train: 2.65% [33100/1251000] [26.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 5.102 (4.709)] [KD 5.592 (5.147)] 2024-10-15 17:31:52,149 - Train: 2.65% [33150/1251000] [26.5/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.565 (4.607)] [KD 5.320 (5.273)] 2024-10-15 17:32:04,408 - Train: 2.65% [33200/1251000] [26.5/1000.0] [batch_t 0.253 (0.245)] [data_t 0.009] [optim_t 0.244] [lr 0.002995] [CE 4.806 (4.687)] [KD 5.442 (5.263)] 2024-10-15 17:32:16,773 - Train: 2.66% [33250/1251000] [26.6/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002995] [CE 4.533 (4.648)] [KD 5.396 (5.294)] 2024-10-15 17:32:29,225 - Train: 2.66% [33300/1251000] [26.6/1000.0] [batch_t 0.249 (0.249)] [data_t 0.009] [optim_t 0.240] [lr 0.002995] [CE 4.753 (4.645)] [KD 5.235 (5.173)] 2024-10-15 17:32:41,629 - Train: 2.67% [33350/1251000] [26.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002995] [CE 4.677 (4.613)] [KD 5.071 (5.268)] 2024-10-15 17:32:54,090 - Train: 2.67% [33400/1251000] [26.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.673 (4.624)] [KD 5.210 (5.192)] 2024-10-15 17:33:06,587 - Train: 2.67% [33450/1251000] [26.7/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.906 (4.623)] [KD 5.218 (5.116)] 2024-10-15 17:33:18,971 - Train: 2.68% [33500/1251000] [26.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002995] [CE 4.838 (4.700)] [KD 5.394 (5.197)] 2024-10-15 17:33:31,478 - Train: 2.68% [33550/1251000] [26.8/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002995] [CE 4.866 (4.693)] [KD 5.343 (5.175)] 2024-10-15 17:33:44,033 - Train: 2.69% [33600/1251000] [26.9/1000.0] [batch_t 0.281 (0.251)] [data_t 0.009] [optim_t 0.273] [lr 0.002995] [CE 4.885 (4.646)] [KD 5.220 (5.246)] 2024-10-15 17:33:56,444 - Train: 2.69% [33650/1251000] [26.9/1000.0] [batch_t 0.282 (0.248)] [data_t 0.009] [optim_t 0.274] [lr 0.002995] [CE 4.293 (4.662)] [KD 4.957 (5.363)] 2024-10-15 17:34:08,878 - Train: 2.69% [33700/1251000] [26.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002995] [CE 4.493 (4.622)] [KD 5.116 (5.153)] 2024-10-15 17:34:21,069 - Train: 2.70% [33750/1251000] [27.0/1000.0] [batch_t 0.271 (0.244)] [data_t 0.009] [optim_t 0.263] [lr 0.002995] [CE 4.200 (4.652)] [KD 5.187 (5.250)] 2024-10-15 17:34:27,647 - ==> Total time: 2:21:08 Eta: 3 days, 12:46:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:34:37,378 - Train: 2.70% [33800/1251000] [27.0/1000.0] [batch_t 0.233 (0.360)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.703 (4.602)] [KD 5.192 (5.131)] 2024-10-15 17:34:49,493 - Train: 2.71% [33850/1251000] [27.1/1000.0] [batch_t 0.418 (0.242)] [data_t 0.009] [optim_t 0.409] [lr 0.002995] [CE 4.457 (4.579)] [KD 4.882 (5.098)] 2024-10-15 17:35:01,602 - Train: 2.71% [33900/1251000] [27.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002995] [CE 4.674 (4.656)] [KD 5.380 (5.106)] 2024-10-15 17:35:13,461 - Train: 2.71% [33950/1251000] [27.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002995] [CE 4.720 (4.648)] [KD 4.921 (5.079)] 2024-10-15 17:35:25,569 - Train: 2.72% [34000/1251000] [27.2/1000.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.002995] [CE 4.663 (4.580)] [KD 4.983 (5.104)] 2024-10-15 17:35:37,562 - Train: 2.72% [34050/1251000] [27.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002995] [CE 4.572 (4.587)] [KD 4.939 (5.134)] 2024-10-15 17:35:49,926 - Train: 2.73% [34100/1251000] [27.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 4.461 (4.598)] [KD 5.154 (5.157)] 2024-10-15 17:36:01,769 - Train: 2.73% [34150/1251000] [27.3/1000.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.002995] [CE 4.727 (4.616)] [KD 4.959 (5.192)] 2024-10-15 17:36:13,976 - Train: 2.73% [34200/1251000] [27.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002995] [CE 4.764 (4.634)] [KD 5.111 (5.127)] 2024-10-15 17:36:25,921 - Train: 2.74% [34250/1251000] [27.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002995] [CE 4.229 (4.688)] [KD 5.191 (5.319)] 2024-10-15 17:36:38,087 - Train: 2.74% [34300/1251000] [27.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.520 (4.623)] [KD 5.178 (5.154)] 2024-10-15 17:36:50,111 - Train: 2.75% [34350/1251000] [27.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.456 (4.632)] [KD 4.906 (5.222)] 2024-10-15 17:37:02,294 - Train: 2.75% [34400/1251000] [27.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.429 (4.571)] [KD 4.974 (5.132)] 2024-10-15 17:37:14,360 - Train: 2.75% [34450/1251000] [27.5/1000.0] [batch_t 0.279 (0.241)] [data_t 0.009] [optim_t 0.271] [lr 0.002994] [CE 4.412 (4.575)] [KD 5.236 (5.144)] 2024-10-15 17:37:26,464 - Train: 2.76% [34500/1251000] [27.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.968 (4.662)] [KD 5.302 (5.209)] 2024-10-15 17:37:38,583 - Train: 2.76% [34550/1251000] [27.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002994] [CE 4.278 (4.698)] [KD 5.105 (5.145)] 2024-10-15 17:37:50,934 - Train: 2.77% [34600/1251000] [27.7/1000.0] [batch_t 0.275 (0.247)] [data_t 0.009] [optim_t 0.266] [lr 0.002994] [CE 4.470 (4.706)] [KD 4.945 (5.144)] 2024-10-15 17:38:03,194 - Train: 2.77% [34650/1251000] [27.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 3.900 (4.530)] [KD 4.932 (5.122)] 2024-10-15 17:38:15,536 - Train: 2.77% [34700/1251000] [27.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.222 (4.598)] [KD 5.114 (5.108)] 2024-10-15 17:38:27,668 - Train: 2.78% [34750/1251000] [27.8/1000.0] [batch_t 0.273 (0.243)] [data_t 0.009] [optim_t 0.264] [lr 0.002994] [CE 4.343 (4.647)] [KD 5.043 (5.152)] 2024-10-15 17:38:39,880 - Train: 2.78% [34800/1251000] [27.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002994] [CE 4.801 (4.531)] [KD 5.091 (5.022)] 2024-10-15 17:38:52,061 - Train: 2.79% [34850/1251000] [27.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002994] [CE 4.755 (4.571)] [KD 5.423 (5.074)] 2024-10-15 17:39:04,134 - Train: 2.79% [34900/1251000] [27.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.782 (4.594)] [KD 5.342 (5.122)] 2024-10-15 17:39:16,692 - Train: 2.79% [34950/1251000] [27.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.813 (4.623)] [KD 5.243 (5.203)] 2024-10-15 17:39:28,930 - Train: 2.80% [35000/1251000] [28.0/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002994] [CE 4.890 (4.614)] [KD 5.295 (5.198)] 2024-10-15 17:39:35,770 - ==> Total time: 2:26:16 Eta: 3 days, 12:37:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:39:45,039 - Train: 2.80% [35050/1251000] [28.0/1000.0] [batch_t 0.232 (0.362)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.477 (4.706)] [KD 4.824 (5.039)] 2024-10-15 17:39:56,900 - Train: 2.81% [35100/1251000] [28.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.711 (4.611)] [KD 4.945 (5.074)] 2024-10-15 17:40:08,955 - Train: 2.81% [35150/1251000] [28.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.374 (4.587)] [KD 4.875 (5.100)] 2024-10-15 17:40:21,134 - Train: 2.81% [35200/1251000] [28.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.529 (4.614)] [KD 5.041 (5.027)] 2024-10-15 17:40:32,922 - Train: 2.82% [35250/1251000] [28.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.002994] [CE 4.901 (4.613)] [KD 5.305 (5.096)] 2024-10-15 17:40:44,747 - Train: 2.82% [35300/1251000] [28.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.681 (4.601)] [KD 5.303 (5.035)] 2024-10-15 17:40:56,752 - Train: 2.83% [35350/1251000] [28.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002994] [CE 4.510 (4.622)] [KD 4.973 (5.073)] 2024-10-15 17:41:08,841 - Train: 2.83% [35400/1251000] [28.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.820 (4.630)] [KD 5.198 (5.132)] 2024-10-15 17:41:20,688 - Train: 2.83% [35450/1251000] [28.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.415 (4.631)] [KD 5.014 (5.118)] 2024-10-15 17:41:32,481 - Train: 2.84% [35500/1251000] [28.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.714 (4.653)] [KD 5.114 (5.230)] 2024-10-15 17:41:44,400 - Train: 2.84% [35550/1251000] [28.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.678 (4.593)] [KD 4.876 (5.118)] 2024-10-15 17:41:56,526 - Train: 2.85% [35600/1251000] [28.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.506 (4.578)] [KD 4.953 (5.163)] 2024-10-15 17:42:08,457 - Train: 2.85% [35650/1251000] [28.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.296 (4.561)] [KD 4.911 (5.138)] 2024-10-15 17:42:20,370 - Train: 2.85% [35700/1251000] [28.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.533 (4.620)] [KD 5.125 (5.130)] 2024-10-15 17:42:32,224 - Train: 2.86% [35750/1251000] [28.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002994] [CE 4.282 (4.579)] [KD 4.995 (5.068)] 2024-10-15 17:42:44,205 - Train: 2.86% [35800/1251000] [28.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.461 (4.554)] [KD 5.112 (4.975)] 2024-10-15 17:42:56,216 - Train: 2.87% [35850/1251000] [28.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.490 (4.611)] [KD 4.958 (5.109)] 2024-10-15 17:43:07,990 - Train: 2.87% [35900/1251000] [28.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.739 (4.620)] [KD 4.879 (5.136)] 2024-10-15 17:43:20,100 - Train: 2.87% [35950/1251000] [28.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.481 (4.587)] [KD 5.086 (5.023)] 2024-10-15 17:43:32,323 - Train: 2.88% [36000/1251000] [28.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.409 (4.497)] [KD 4.616 (5.018)] 2024-10-15 17:43:44,203 - Train: 2.88% [36050/1251000] [28.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.724 (4.628)] [KD 5.116 (5.088)] 2024-10-15 17:43:56,018 - Train: 2.89% [36100/1251000] [28.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.278 (4.669)] [KD 4.847 (5.089)] 2024-10-15 17:44:08,188 - Train: 2.89% [36150/1251000] [28.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.289 (4.586)] [KD 4.986 (5.080)] 2024-10-15 17:44:20,450 - Train: 2.89% [36200/1251000] [28.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.486 (4.641)] [KD 4.958 (5.078)] 2024-10-15 17:44:32,559 - Train: 2.90% [36250/1251000] [29.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.270 (4.615)] [KD 4.967 (5.090)] 2024-10-15 17:44:39,499 - ==> Total time: 2:31:20 Eta: 3 days, 12:27:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:44:48,566 - Train: 2.90% [36300/1251000] [29.0/1000.0] [batch_t 0.234 (0.371)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.206 (4.567)] [KD 5.210 (5.096)] 2024-10-15 17:45:00,467 - Train: 2.91% [36350/1251000] [29.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.436 (4.544)] [KD 5.023 (5.050)] 2024-10-15 17:45:12,329 - Train: 2.91% [36400/1251000] [29.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.294 (4.575)] [KD 4.979 (5.041)] 2024-10-15 17:45:24,406 - Train: 2.91% [36450/1251000] [29.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002994] [CE 4.580 (4.646)] [KD 4.976 (5.034)] 2024-10-15 17:45:36,287 - Train: 2.92% [36500/1251000] [29.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.698 (4.639)] [KD 5.037 (5.062)] 2024-10-15 17:45:48,067 - Train: 2.92% [36550/1251000] [29.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002994] [CE 4.910 (4.628)] [KD 5.120 (5.079)] 2024-10-15 17:46:00,227 - Train: 2.93% [36600/1251000] [29.3/1000.0] [batch_t 0.330 (0.243)] [data_t 0.009] [optim_t 0.322] [lr 0.002994] [CE 4.302 (4.627)] [KD 4.921 (5.077)] 2024-10-15 17:46:12,210 - Train: 2.93% [36650/1251000] [29.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.061 (4.611)] [KD 4.955 (5.014)] 2024-10-15 17:46:24,061 - Train: 2.93% [36700/1251000] [29.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.159 (4.533)] [KD 4.978 (5.042)] 2024-10-15 17:46:35,825 - Train: 2.94% [36750/1251000] [29.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 4.766 (4.591)] [KD 5.197 (4.960)] 2024-10-15 17:46:47,867 - Train: 2.94% [36800/1251000] [29.4/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002994] [CE 4.750 (4.578)] [KD 4.928 (5.046)] 2024-10-15 17:46:59,799 - Train: 2.95% [36850/1251000] [29.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.565 (4.574)] [KD 4.862 (4.986)] 2024-10-15 17:47:11,860 - Train: 2.95% [36900/1251000] [29.5/1000.0] [batch_t 0.380 (0.241)] [data_t 0.009] [optim_t 0.371] [lr 0.002994] [CE 4.557 (4.689)] [KD 5.099 (5.083)] 2024-10-15 17:47:23,855 - Train: 2.95% [36950/1251000] [29.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002994] [CE 4.797 (4.607)] [KD 5.033 (5.006)] 2024-10-15 17:47:35,845 - Train: 2.96% [37000/1251000] [29.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002994] [CE 4.387 (4.606)] [KD 5.068 (5.082)] 2024-10-15 17:47:47,951 - Train: 2.96% [37050/1251000] [29.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002994] [CE 4.749 (4.594)] [KD 5.005 (5.028)] 2024-10-15 17:47:59,968 - Train: 2.97% [37100/1251000] [29.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002994] [CE 4.521 (4.605)] [KD 4.680 (4.989)] 2024-10-15 17:48:11,774 - Train: 2.97% [37150/1251000] [29.7/1000.0] [batch_t 0.266 (0.236)] [data_t 0.009] [optim_t 0.257] [lr 0.002994] [CE 4.694 (4.589)] [KD 5.118 (5.144)] 2024-10-15 17:48:23,990 - Train: 2.97% [37200/1251000] [29.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002994] [CE 4.485 (4.615)] [KD 4.793 (5.082)] 2024-10-15 17:48:36,276 - Train: 2.98% [37250/1251000] [29.8/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002994] [CE 5.003 (4.554)] [KD 5.041 (4.934)] 2024-10-15 17:48:48,105 - Train: 2.98% [37300/1251000] [29.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002993] [CE 5.055 (4.665)] [KD 5.354 (5.089)] 2024-10-15 17:49:00,161 - Train: 2.99% [37350/1251000] [29.9/1000.0] [batch_t 0.299 (0.241)] [data_t 0.009] [optim_t 0.290] [lr 0.002993] [CE 4.888 (4.587)] [KD 5.280 (5.040)] 2024-10-15 17:49:12,184 - Train: 2.99% [37400/1251000] [29.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.937 (4.607)] [KD 5.360 (5.162)] 2024-10-15 17:49:24,148 - Train: 2.99% [37450/1251000] [29.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002993] [CE 4.217 (4.550)] [KD 5.047 (5.094)] 2024-10-15 17:49:36,177 - Train: 3.00% [37500/1251000] [30.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.719 (4.601)] [KD 5.408 (5.050)] 2024-10-15 17:49:56,117 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 33824] [top5_cnt 44245] [top_all 50000] 2024-10-15 17:49:56,118 - net: 67.648 (88.490) 2024-10-15 17:50:08,328 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 36568] [top5_cnt 45605] [top_all 50000] 2024-10-15 17:50:08,329 - net_E: 73.136 (91.210) 2024-10-15 17:50:08,454 - Max [top1: 67.648 (epoch: 30)] [top1-ema: 73.136 (epoch: 30)] 2024-10-15 17:50:08,454 - ==> Total time: 2:36:49 Eta: 3 days, 12:30:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:50:20,848 - Train: 3.00% [37550/1251000] [30.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 5.043 (4.682)] [KD 5.046 (5.123)] 2024-10-15 17:50:32,708 - Train: 3.01% [37600/1251000] [30.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.476 (4.603)] [KD 4.825 (4.926)] 2024-10-15 17:50:44,524 - Train: 3.01% [37650/1251000] [30.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002993] [CE 4.708 (4.595)] [KD 4.864 (4.964)] 2024-10-15 17:50:56,798 - Train: 3.01% [37700/1251000] [30.1/1000.0] [batch_t 0.259 (0.245)] [data_t 0.009] [optim_t 0.250] [lr 0.002993] [CE 4.495 (4.610)] [KD 4.781 (4.902)] 2024-10-15 17:51:09,610 - Train: 3.02% [37750/1251000] [30.2/1000.0] [batch_t 0.231 (0.256)] [data_t 0.009] [optim_t 0.222] [lr 0.002993] [CE 4.718 (4.581)] [KD 5.174 (5.024)] 2024-10-15 17:51:21,641 - Train: 3.02% [37800/1251000] [30.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 4.080 (4.493)] [KD 4.902 (4.890)] 2024-10-15 17:51:33,395 - Train: 3.03% [37850/1251000] [30.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 4.842 (4.570)] [KD 4.922 (4.962)] 2024-10-15 17:51:45,273 - Train: 3.03% [37900/1251000] [30.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.877 (4.565)] [KD 5.070 (4.976)] 2024-10-15 17:51:57,205 - Train: 3.03% [37950/1251000] [30.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 5.071 (4.615)] [KD 5.397 (5.044)] 2024-10-15 17:52:08,978 - Train: 3.04% [38000/1251000] [30.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 4.979 (4.646)] [KD 5.090 (5.134)] 2024-10-15 17:52:21,074 - Train: 3.04% [38050/1251000] [30.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002993] [CE 5.200 (4.661)] [KD 5.198 (5.074)] 2024-10-15 17:52:33,087 - Train: 3.05% [38100/1251000] [30.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 5.177 (4.620)] [KD 5.276 (5.006)] 2024-10-15 17:52:44,967 - Train: 3.05% [38150/1251000] [30.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.415 (4.572)] [KD 5.076 (5.009)] 2024-10-15 17:52:56,926 - Train: 3.05% [38200/1251000] [30.5/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002993] [CE 4.418 (4.605)] [KD 4.965 (4.991)] 2024-10-15 17:53:08,805 - Train: 3.06% [38250/1251000] [30.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.807 (4.613)] [KD 4.922 (5.011)] 2024-10-15 17:53:20,522 - Train: 3.06% [38300/1251000] [30.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002993] [CE 4.408 (4.549)] [KD 4.776 (4.895)] 2024-10-15 17:53:32,741 - Train: 3.07% [38350/1251000] [30.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.078 (4.591)] [KD 4.738 (5.017)] 2024-10-15 17:53:44,858 - Train: 3.07% [38400/1251000] [30.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.384 (4.549)] [KD 4.957 (4.891)] 2024-10-15 17:53:56,661 - Train: 3.07% [38450/1251000] [30.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002993] [CE 3.868 (4.597)] [KD 4.729 (5.142)] 2024-10-15 17:54:08,566 - Train: 3.08% [38500/1251000] [30.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.534 (4.650)] [KD 4.820 (5.118)] 2024-10-15 17:54:20,782 - Train: 3.08% [38550/1251000] [30.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.530 (4.644)] [KD 4.927 (5.019)] 2024-10-15 17:54:32,692 - Train: 3.09% [38600/1251000] [30.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.600 (4.605)] [KD 4.652 (4.840)] 2024-10-15 17:54:44,891 - Train: 3.09% [38650/1251000] [30.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002993] [CE 4.683 (4.616)] [KD 5.192 (5.044)] 2024-10-15 17:54:56,968 - Train: 3.09% [38700/1251000] [30.9/1000.0] [batch_t 0.289 (0.241)] [data_t 0.009] [optim_t 0.279] [lr 0.002993] [CE 4.089 (4.502)] [KD 4.764 (4.996)] 2024-10-15 17:55:08,950 - Train: 3.10% [38750/1251000] [31.0/1000.0] [batch_t 0.372 (0.240)] [data_t 0.009] [optim_t 0.363] [lr 0.002993] [CE 4.778 (4.641)] [KD 5.014 (5.053)] 2024-10-15 17:55:16,251 - ==> Total time: 2:41:56 Eta: 3 days, 12:22:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 17:55:24,885 - Train: 3.10% [38800/1251000] [31.0/1000.0] [batch_t 0.236 (0.388)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.440 (4.586)] [KD 4.744 (4.989)] 2024-10-15 17:55:36,909 - Train: 3.11% [38850/1251000] [31.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.818 (4.638)] [KD 5.152 (4.950)] 2024-10-15 17:55:49,106 - Train: 3.11% [38900/1251000] [31.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.571 (4.644)] [KD 4.800 (4.985)] 2024-10-15 17:56:00,719 - Train: 3.11% [38950/1251000] [31.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 4.870 (4.582)] [KD 5.069 (4.986)] 2024-10-15 17:56:12,749 - Train: 3.12% [39000/1251000] [31.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 3.757 (4.546)] [KD 4.909 (4.999)] 2024-10-15 17:56:24,796 - Train: 3.12% [39050/1251000] [31.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 4.932 (4.502)] [KD 5.341 (4.989)] 2024-10-15 17:56:36,717 - Train: 3.13% [39100/1251000] [31.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002993] [CE 4.913 (4.545)] [KD 4.934 (4.952)] 2024-10-15 17:56:48,508 - Train: 3.13% [39150/1251000] [31.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.927 (4.596)] [KD 5.176 (4.953)] 2024-10-15 17:57:00,572 - Train: 3.13% [39200/1251000] [31.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 5.151 (4.574)] [KD 4.961 (4.913)] 2024-10-15 17:57:12,432 - Train: 3.14% [39250/1251000] [31.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002993] [CE 4.678 (4.630)] [KD 4.997 (4.928)] 2024-10-15 17:57:24,336 - Train: 3.14% [39300/1251000] [31.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 5.006 (4.619)] [KD 5.440 (4.969)] 2024-10-15 17:57:36,343 - Train: 3.15% [39350/1251000] [31.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002993] [CE 5.102 (4.621)] [KD 5.269 (4.988)] 2024-10-15 17:57:48,168 - Train: 3.15% [39400/1251000] [31.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.364 (4.654)] [KD 4.650 (5.038)] 2024-10-15 17:58:00,101 - Train: 3.15% [39450/1251000] [31.5/1000.0] [batch_t 0.378 (0.239)] [data_t 0.009] [optim_t 0.369] [lr 0.002993] [CE 4.093 (4.571)] [KD 4.737 (5.023)] 2024-10-15 17:58:12,010 - Train: 3.16% [39500/1251000] [31.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.041 (4.616)] [KD 4.840 (4.908)] 2024-10-15 17:58:23,853 - Train: 3.16% [39550/1251000] [31.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002993] [CE 4.796 (4.574)] [KD 5.115 (4.915)] 2024-10-15 17:58:35,807 - Train: 3.17% [39600/1251000] [31.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 4.845 (4.556)] [KD 5.107 (5.010)] 2024-10-15 17:58:47,848 - Train: 3.17% [39650/1251000] [31.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 4.470 (4.567)] [KD 4.805 (4.942)] 2024-10-15 17:58:59,818 - Train: 3.17% [39700/1251000] [31.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.296 (4.613)] [KD 4.933 (5.065)] 2024-10-15 17:59:11,550 - Train: 3.18% [39750/1251000] [31.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.882 (4.581)] [KD 4.992 (4.986)] 2024-10-15 17:59:23,378 - Train: 3.18% [39800/1251000] [31.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.359 (4.608)] [KD 4.854 (5.030)] 2024-10-15 17:59:35,263 - Train: 3.19% [39850/1251000] [31.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.888 (4.672)] [KD 4.934 (5.028)] 2024-10-15 17:59:47,291 - Train: 3.19% [39900/1251000] [31.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002993] [CE 4.439 (4.597)] [KD 4.986 (4.942)] 2024-10-15 17:59:58,992 - Train: 3.19% [39950/1251000] [31.9/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002993] [CE 4.904 (4.615)] [KD 5.276 (5.013)] 2024-10-15 18:00:11,009 - Train: 3.20% [40000/1251000] [32.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002993] [CE 4.729 (4.594)] [KD 5.096 (5.029)] 2024-10-15 18:00:18,433 - ==> Total time: 2:46:59 Eta: 3 days, 12:11:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:00:27,170 - Train: 3.20% [40050/1251000] [32.0/1000.0] [batch_t 0.234 (0.354)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.694 (4.546)] [KD 5.257 (5.000)] 2024-10-15 18:00:39,350 - Train: 3.21% [40100/1251000] [32.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 4.554 (4.518)] [KD 5.208 (4.999)] 2024-10-15 18:00:51,392 - Train: 3.21% [40150/1251000] [32.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.724 (4.588)] [KD 4.997 (4.926)] 2024-10-15 18:01:03,198 - Train: 3.21% [40200/1251000] [32.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.584 (4.603)] [KD 5.134 (4.933)] 2024-10-15 18:01:15,148 - Train: 3.22% [40250/1251000] [32.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.676 (4.541)] [KD 4.866 (4.938)] 2024-10-15 18:01:27,120 - Train: 3.22% [40300/1251000] [32.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002992] [CE 4.133 (4.575)] [KD 4.916 (4.986)] 2024-10-15 18:01:39,129 - Train: 3.23% [40350/1251000] [32.3/1000.0] [batch_t 0.381 (0.240)] [data_t 0.009] [optim_t 0.372] [lr 0.002992] [CE 4.881 (4.606)] [KD 5.018 (5.051)] 2024-10-15 18:01:50,992 - Train: 3.23% [40400/1251000] [32.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.487 (4.539)] [KD 4.904 (4.988)] 2024-10-15 18:02:02,773 - Train: 3.23% [40450/1251000] [32.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002992] [CE 4.799 (4.545)] [KD 4.658 (4.834)] 2024-10-15 18:02:14,689 - Train: 3.24% [40500/1251000] [32.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002992] [CE 4.670 (4.589)] [KD 4.897 (4.893)] 2024-10-15 18:02:26,790 - Train: 3.24% [40550/1251000] [32.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.934 (4.641)] [KD 4.942 (5.009)] 2024-10-15 18:02:38,784 - Train: 3.25% [40600/1251000] [32.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002992] [CE 4.874 (4.608)] [KD 5.382 (4.949)] 2024-10-15 18:02:50,868 - Train: 3.25% [40650/1251000] [32.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002992] [CE 4.900 (4.610)] [KD 5.401 (4.989)] 2024-10-15 18:03:02,841 - Train: 3.25% [40700/1251000] [32.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002992] [CE 4.851 (4.569)] [KD 5.181 (4.901)] 2024-10-15 18:03:14,824 - Train: 3.26% [40750/1251000] [32.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.498 (4.519)] [KD 4.868 (4.970)] 2024-10-15 18:03:26,638 - Train: 3.26% [40800/1251000] [32.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.754 (4.611)] [KD 5.125 (5.054)] 2024-10-15 18:03:38,426 - Train: 3.27% [40850/1251000] [32.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 5.004 (4.627)] [KD 5.259 (5.050)] 2024-10-15 18:03:50,352 - Train: 3.27% [40900/1251000] [32.7/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002992] [CE 4.392 (4.530)] [KD 4.948 (4.935)] 2024-10-15 18:04:02,492 - Train: 3.27% [40950/1251000] [32.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.438 (4.611)] [KD 5.236 (4.890)] 2024-10-15 18:04:14,288 - Train: 3.28% [41000/1251000] [32.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.750 (4.654)] [KD 5.372 (4.939)] 2024-10-15 18:04:26,042 - Train: 3.28% [41050/1251000] [32.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.696 (4.594)] [KD 5.085 (4.963)] 2024-10-15 18:04:37,909 - Train: 3.29% [41100/1251000] [32.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.279 (4.580)] [KD 4.557 (4.975)] 2024-10-15 18:04:49,900 - Train: 3.29% [41150/1251000] [32.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002992] [CE 4.811 (4.541)] [KD 4.877 (4.963)] 2024-10-15 18:05:01,956 - Train: 3.29% [41200/1251000] [32.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002992] [CE 4.523 (4.560)] [KD 4.790 (4.871)] 2024-10-15 18:05:14,007 - Train: 3.30% [41250/1251000] [33.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.106 (4.560)] [KD 4.450 (4.930)] 2024-10-15 18:05:21,835 - ==> Total time: 2:52:02 Eta: 3 days, 12:01:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:05:29,773 - Train: 3.30% [41300/1251000] [33.0/1000.0] [batch_t 0.234 (0.385)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.718 (4.698)] [KD 5.307 (4.846)] 2024-10-15 18:05:41,417 - Train: 3.31% [41350/1251000] [33.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.840 (4.573)] [KD 4.865 (4.907)] 2024-10-15 18:05:53,626 - Train: 3.31% [41400/1251000] [33.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.902 (4.623)] [KD 5.245 (4.979)] 2024-10-15 18:06:05,575 - Train: 3.31% [41450/1251000] [33.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 4.780 (4.554)] [KD 4.673 (4.855)] 2024-10-15 18:06:17,542 - Train: 3.32% [41500/1251000] [33.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002992] [CE 4.494 (4.553)] [KD 4.879 (4.855)] 2024-10-15 18:06:29,470 - Train: 3.32% [41550/1251000] [33.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002992] [CE 5.039 (4.640)] [KD 4.961 (4.918)] 2024-10-15 18:06:41,511 - Train: 3.33% [41600/1251000] [33.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.602 (4.541)] [KD 5.043 (4.913)] 2024-10-15 18:06:53,352 - Train: 3.33% [41650/1251000] [33.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002992] [CE 4.947 (4.632)] [KD 4.883 (4.894)] 2024-10-15 18:07:05,323 - Train: 3.33% [41700/1251000] [33.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002992] [CE 3.781 (4.549)] [KD 4.328 (4.767)] 2024-10-15 18:07:17,089 - Train: 3.34% [41750/1251000] [33.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.479 (4.591)] [KD 4.458 (4.935)] 2024-10-15 18:07:29,135 - Train: 3.34% [41800/1251000] [33.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002992] [CE 4.285 (4.513)] [KD 4.839 (4.901)] 2024-10-15 18:07:41,208 - Train: 3.35% [41850/1251000] [33.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002992] [CE 5.187 (4.668)] [KD 5.284 (4.947)] 2024-10-15 18:07:53,362 - Train: 3.35% [41900/1251000] [33.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002992] [CE 4.687 (4.658)] [KD 4.672 (4.882)] 2024-10-15 18:08:05,441 - Train: 3.35% [41950/1251000] [33.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.505 (4.628)] [KD 5.040 (4.969)] 2024-10-15 18:08:17,834 - Train: 3.36% [42000/1251000] [33.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 4.376 (4.566)] [KD 4.913 (4.868)] 2024-10-15 18:08:29,730 - Train: 3.36% [42050/1251000] [33.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002992] [CE 4.607 (4.547)] [KD 4.842 (4.933)] 2024-10-15 18:08:41,552 - Train: 3.37% [42100/1251000] [33.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002992] [CE 4.493 (4.617)] [KD 5.279 (4.948)] 2024-10-15 18:08:53,534 - Train: 3.37% [42150/1251000] [33.7/1000.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002992] [CE 4.915 (4.608)] [KD 4.709 (4.891)] 2024-10-15 18:09:05,833 - Train: 3.37% [42200/1251000] [33.7/1000.0] [batch_t 0.362 (0.246)] [data_t 0.009] [optim_t 0.353] [lr 0.002992] [CE 4.352 (4.627)] [KD 4.863 (4.868)] 2024-10-15 18:09:18,009 - Train: 3.38% [42250/1251000] [33.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 4.768 (4.588)] [KD 5.096 (4.830)] 2024-10-15 18:09:29,896 - Train: 3.38% [42300/1251000] [33.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 4.744 (4.580)] [KD 4.889 (5.008)] 2024-10-15 18:09:41,628 - Train: 3.39% [42350/1251000] [33.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002992] [CE 4.919 (4.596)] [KD 5.155 (4.923)] 2024-10-15 18:09:53,382 - Train: 3.39% [42400/1251000] [33.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002992] [CE 5.196 (4.563)] [KD 4.990 (4.950)] 2024-10-15 18:10:05,698 - Train: 3.39% [42450/1251000] [33.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002992] [CE 4.163 (4.580)] [KD 4.412 (4.916)] 2024-10-15 18:10:18,137 - Train: 3.40% [42500/1251000] [34.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002992] [CE 5.286 (4.522)] [KD 5.367 (4.926)] 2024-10-15 18:10:26,469 - ==> Total time: 2:57:07 Eta: 3 days, 11:52:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:10:34,227 - Train: 3.40% [42550/1251000] [34.0/1000.0] [batch_t 0.241 (0.410)] [data_t 0.009] [optim_t 0.232] [lr 0.002992] [CE 4.656 (4.614)] [KD 4.637 (4.858)] 2024-10-15 18:10:45,932 - Train: 3.41% [42600/1251000] [34.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002992] [CE 4.927 (4.509)] [KD 5.185 (4.853)] 2024-10-15 18:10:58,137 - Train: 3.41% [42650/1251000] [34.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.708 (4.606)] [KD 5.019 (4.905)] 2024-10-15 18:11:10,254 - Train: 3.41% [42700/1251000] [34.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002991] [CE 4.441 (4.555)] [KD 5.036 (4.899)] 2024-10-15 18:11:21,967 - Train: 3.42% [42750/1251000] [34.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.740 (4.580)] [KD 5.092 (4.939)] 2024-10-15 18:11:33,768 - Train: 3.42% [42800/1251000] [34.2/1000.0] [batch_t 0.296 (0.236)] [data_t 0.009] [optim_t 0.287] [lr 0.002991] [CE 5.075 (4.607)] [KD 5.252 (4.929)] 2024-10-15 18:11:45,507 - Train: 3.43% [42850/1251000] [34.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002991] [CE 4.732 (4.654)] [KD 5.010 (4.956)] 2024-10-15 18:11:57,583 - Train: 3.43% [42900/1251000] [34.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002991] [CE 4.007 (4.603)] [KD 4.753 (4.975)] 2024-10-15 18:12:09,494 - Train: 3.43% [42950/1251000] [34.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.894 (4.673)] [KD 5.017 (4.937)] 2024-10-15 18:12:21,529 - Train: 3.44% [43000/1251000] [34.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002991] [CE 4.628 (4.548)] [KD 4.677 (4.840)] 2024-10-15 18:12:33,384 - Train: 3.44% [43050/1251000] [34.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002991] [CE 4.925 (4.631)] [KD 4.913 (4.977)] 2024-10-15 18:12:45,306 - Train: 3.45% [43100/1251000] [34.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.704 (4.504)] [KD 4.649 (4.890)] 2024-10-15 18:12:57,252 - Train: 3.45% [43150/1251000] [34.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.515 (4.558)] [KD 4.995 (4.887)] 2024-10-15 18:13:09,286 - Train: 3.45% [43200/1251000] [34.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002991] [CE 5.148 (4.569)] [KD 5.250 (4.905)] 2024-10-15 18:13:21,236 - Train: 3.46% [43250/1251000] [34.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.984 (4.632)] [KD 5.066 (4.923)] 2024-10-15 18:13:33,383 - Train: 3.46% [43300/1251000] [34.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.426 (4.536)] [KD 4.921 (4.808)] 2024-10-15 18:13:45,299 - Train: 3.47% [43350/1251000] [34.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002991] [CE 5.063 (4.586)] [KD 5.234 (4.973)] 2024-10-15 18:13:57,062 - Train: 3.47% [43400/1251000] [34.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.565 (4.530)] [KD 4.971 (4.881)] 2024-10-15 18:14:08,927 - Train: 3.47% [43450/1251000] [34.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.263 (4.571)] [KD 4.695 (4.831)] 2024-10-15 18:14:21,039 - Train: 3.48% [43500/1251000] [34.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.284 (4.582)] [KD 4.964 (4.976)] 2024-10-15 18:14:33,039 - Train: 3.48% [43550/1251000] [34.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.674 (4.629)] [KD 4.973 (4.941)] 2024-10-15 18:14:45,037 - Train: 3.49% [43600/1251000] [34.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002991] [CE 4.897 (4.637)] [KD 5.095 (4.981)] 2024-10-15 18:14:56,971 - Train: 3.49% [43650/1251000] [34.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.201 (4.555)] [KD 4.989 (4.884)] 2024-10-15 18:15:08,940 - Train: 3.49% [43700/1251000] [34.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002991] [CE 4.743 (4.605)] [KD 4.647 (4.961)] 2024-10-15 18:15:20,818 - Train: 3.50% [43750/1251000] [35.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.152 (4.581)] [KD 4.739 (4.898)] 2024-10-15 18:15:40,928 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 34562] [top5_cnt 44521] [top_all 50000] 2024-10-15 18:15:40,928 - net: 69.124 (89.042) 2024-10-15 18:15:52,915 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 37176] [top5_cnt 45994] [top_all 50000] 2024-10-15 18:15:52,916 - net_E: 74.352 (91.988) 2024-10-15 18:15:53,045 - Max [top1: 69.124 (epoch: 35)] [top1-ema: 74.352 (epoch: 35)] 2024-10-15 18:15:53,045 - ==> Total time: 3:02:33 Eta: 3 days, 11:53:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:16:02,963 - Train: 3.50% [43800/1251000] [35.0/1000.0] [batch_t 0.236 (0.328)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.468 (4.567)] [KD 4.727 (4.841)] 2024-10-15 18:16:15,159 - Train: 3.51% [43850/1251000] [35.1/1000.0] [batch_t 0.387 (0.244)] [data_t 0.009] [optim_t 0.379] [lr 0.002991] [CE 4.650 (4.522)] [KD 4.699 (4.792)] 2024-10-15 18:16:27,194 - Train: 3.51% [43900/1251000] [35.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002991] [CE 4.748 (4.570)] [KD 4.932 (4.828)] 2024-10-15 18:16:39,062 - Train: 3.51% [43950/1251000] [35.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.895 (4.640)] [KD 5.212 (4.908)] 2024-10-15 18:16:51,146 - Train: 3.52% [44000/1251000] [35.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 5.102 (4.558)] [KD 4.905 (4.874)] 2024-10-15 18:17:03,423 - Train: 3.52% [44050/1251000] [35.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.938 (4.572)] [KD 4.915 (4.776)] 2024-10-15 18:17:15,375 - Train: 3.53% [44100/1251000] [35.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002991] [CE 4.454 (4.545)] [KD 4.691 (4.793)] 2024-10-15 18:17:27,296 - Train: 3.53% [44150/1251000] [35.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.565 (4.549)] [KD 4.873 (4.842)] 2024-10-15 18:17:39,429 - Train: 3.53% [44200/1251000] [35.3/1000.0] [batch_t 0.319 (0.243)] [data_t 0.009] [optim_t 0.310] [lr 0.002991] [CE 4.414 (4.549)] [KD 4.653 (4.915)] 2024-10-15 18:17:51,421 - Train: 3.54% [44250/1251000] [35.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.654 (4.548)] [KD 5.282 (4.982)] 2024-10-15 18:18:03,325 - Train: 3.54% [44300/1251000] [35.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002991] [CE 4.984 (4.556)] [KD 5.220 (4.890)] 2024-10-15 18:18:15,265 - Train: 3.55% [44350/1251000] [35.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002991] [CE 4.944 (4.605)] [KD 4.983 (4.823)] 2024-10-15 18:18:27,416 - Train: 3.55% [44400/1251000] [35.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.793 (4.589)] [KD 4.880 (4.815)] 2024-10-15 18:18:39,541 - Train: 3.55% [44450/1251000] [35.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002991] [CE 4.540 (4.564)] [KD 5.038 (4.840)] 2024-10-15 18:18:51,479 - Train: 3.56% [44500/1251000] [35.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.919 (4.559)] [KD 4.897 (4.896)] 2024-10-15 18:19:03,501 - Train: 3.56% [44550/1251000] [35.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002991] [CE 4.840 (4.629)] [KD 4.790 (4.902)] 2024-10-15 18:19:15,822 - Train: 3.57% [44600/1251000] [35.7/1000.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.244] [lr 0.002991] [CE 4.168 (4.553)] [KD 4.768 (4.820)] 2024-10-15 18:19:27,914 - Train: 3.57% [44650/1251000] [35.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002991] [CE 4.505 (4.583)] [KD 4.838 (4.885)] 2024-10-15 18:19:40,162 - Train: 3.57% [44700/1251000] [35.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002991] [CE 4.717 (4.567)] [KD 4.653 (4.846)] 2024-10-15 18:19:52,042 - Train: 3.58% [44750/1251000] [35.8/1000.0] [batch_t 0.260 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.002991] [CE 4.221 (4.523)] [KD 4.531 (4.785)] 2024-10-15 18:20:04,226 - Train: 3.58% [44800/1251000] [35.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002991] [CE 4.474 (4.589)] [KD 4.657 (4.817)] 2024-10-15 18:20:16,727 - Train: 3.59% [44850/1251000] [35.9/1000.0] [batch_t 0.252 (0.250)] [data_t 0.009] [optim_t 0.243] [lr 0.002991] [CE 5.260 (4.555)] [KD 4.909 (4.841)] 2024-10-15 18:20:29,166 - Train: 3.59% [44900/1251000] [35.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002991] [CE 4.524 (4.511)] [KD 4.614 (4.831)] 2024-10-15 18:20:41,576 - Train: 3.59% [44950/1251000] [35.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002991] [CE 4.754 (4.578)] [KD 5.183 (4.849)] 2024-10-15 18:20:53,751 - Train: 3.60% [45000/1251000] [36.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002991] [CE 4.977 (4.666)] [KD 5.170 (4.908)] 2024-10-15 18:21:02,416 - ==> Total time: 3:07:43 Eta: 3 days, 11:46:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:21:10,677 - Train: 3.60% [45050/1251000] [36.0/1000.0] [batch_t 0.233 (0.328)] [data_t 0.009] [optim_t 0.224] [lr 0.002991] [CE 4.075 (4.508)] [KD 4.566 (4.772)] 2024-10-15 18:21:22,769 - Train: 3.61% [45100/1251000] [36.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002990] [CE 4.405 (4.561)] [KD 4.901 (4.798)] 2024-10-15 18:21:34,692 - Train: 3.61% [45150/1251000] [36.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.358 (4.531)] [KD 4.803 (4.864)] 2024-10-15 18:21:46,617 - Train: 3.61% [45200/1251000] [36.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002990] [CE 4.114 (4.552)] [KD 4.613 (4.770)] 2024-10-15 18:21:58,759 - Train: 3.62% [45250/1251000] [36.2/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002990] [CE 3.957 (4.500)] [KD 4.575 (4.810)] 2024-10-15 18:22:10,823 - Train: 3.62% [45300/1251000] [36.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002990] [CE 4.494 (4.544)] [KD 4.934 (4.835)] 2024-10-15 18:22:22,909 - Train: 3.63% [45350/1251000] [36.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.203 (4.454)] [KD 4.679 (4.856)] 2024-10-15 18:22:34,942 - Train: 3.63% [45400/1251000] [36.3/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.002990] [CE 4.825 (4.624)] [KD 5.023 (4.905)] 2024-10-15 18:22:46,829 - Train: 3.63% [45450/1251000] [36.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002990] [CE 4.349 (4.556)] [KD 4.681 (4.800)] 2024-10-15 18:22:58,687 - Train: 3.64% [45500/1251000] [36.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.071 (4.612)] [KD 4.905 (4.849)] 2024-10-15 18:23:10,697 - Train: 3.64% [45550/1251000] [36.4/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.642 (4.545)] [KD 4.938 (4.879)] 2024-10-15 18:23:22,749 - Train: 3.65% [45600/1251000] [36.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002990] [CE 4.700 (4.612)] [KD 4.973 (4.973)] 2024-10-15 18:23:34,738 - Train: 3.65% [45650/1251000] [36.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002990] [CE 4.887 (4.571)] [KD 4.961 (4.797)] 2024-10-15 18:23:46,736 - Train: 3.65% [45700/1251000] [36.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.346 (4.549)] [KD 4.660 (4.883)] 2024-10-15 18:23:58,592 - Train: 3.66% [45750/1251000] [36.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.105 (4.563)] [KD 4.724 (4.779)] 2024-10-15 18:24:10,404 - Train: 3.66% [45800/1251000] [36.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002990] [CE 4.649 (4.497)] [KD 4.996 (4.749)] 2024-10-15 18:24:22,365 - Train: 3.67% [45850/1251000] [36.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002990] [CE 4.486 (4.569)] [KD 5.069 (4.872)] 2024-10-15 18:24:34,360 - Train: 3.67% [45900/1251000] [36.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002990] [CE 4.565 (4.508)] [KD 4.826 (4.831)] 2024-10-15 18:24:46,426 - Train: 3.67% [45950/1251000] [36.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.557 (4.642)] [KD 4.972 (4.913)] 2024-10-15 18:24:58,603 - Train: 3.68% [46000/1251000] [36.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.100 (4.605)] [KD 5.023 (4.937)] 2024-10-15 18:25:10,906 - Train: 3.68% [46050/1251000] [36.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.536 (4.527)] [KD 4.733 (4.833)] 2024-10-15 18:25:23,050 - Train: 3.69% [46100/1251000] [36.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.667 (4.605)] [KD 4.750 (4.865)] 2024-10-15 18:25:35,161 - Train: 3.69% [46150/1251000] [36.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002990] [CE 4.522 (4.637)] [KD 4.880 (4.927)] 2024-10-15 18:25:47,246 - Train: 3.69% [46200/1251000] [36.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.873 (4.579)] [KD 5.061 (4.917)] 2024-10-15 18:25:59,429 - Train: 3.70% [46250/1251000] [37.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002990] [CE 4.347 (4.517)] [KD 4.804 (4.779)] 2024-10-15 18:26:08,654 - ==> Total time: 3:12:49 Eta: 3 days, 11:38:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:26:15,699 - Train: 3.70% [46300/1251000] [37.0/1000.0] [batch_t 0.265 (0.423)] [data_t 0.009] [optim_t 0.256] [lr 0.002990] [CE 4.583 (4.581)] [KD 4.883 (4.795)] 2024-10-15 18:26:27,596 - Train: 3.71% [46350/1251000] [37.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.274 (4.501)] [KD 4.628 (4.760)] 2024-10-15 18:26:39,313 - Train: 3.71% [46400/1251000] [37.1/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002990] [CE 4.326 (4.529)] [KD 4.707 (4.775)] 2024-10-15 18:26:51,668 - Train: 3.71% [46450/1251000] [37.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002990] [CE 4.733 (4.528)] [KD 4.919 (4.865)] 2024-10-15 18:27:03,383 - Train: 3.72% [46500/1251000] [37.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002990] [CE 4.822 (4.578)] [KD 4.898 (4.758)] 2024-10-15 18:27:15,228 - Train: 3.72% [46550/1251000] [37.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.395 (4.561)] [KD 5.117 (4.782)] 2024-10-15 18:27:27,489 - Train: 3.73% [46600/1251000] [37.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002990] [CE 4.926 (4.616)] [KD 5.069 (4.902)] 2024-10-15 18:27:39,467 - Train: 3.73% [46650/1251000] [37.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002990] [CE 4.552 (4.582)] [KD 4.678 (4.894)] 2024-10-15 18:27:51,306 - Train: 3.73% [46700/1251000] [37.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002990] [CE 4.301 (4.530)] [KD 4.551 (4.771)] 2024-10-15 18:28:03,241 - Train: 3.74% [46750/1251000] [37.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002990] [CE 4.730 (4.585)] [KD 4.686 (4.821)] 2024-10-15 18:28:14,964 - Train: 3.74% [46800/1251000] [37.4/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.237 (4.557)] [KD 4.738 (4.805)] 2024-10-15 18:28:27,139 - Train: 3.75% [46850/1251000] [37.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.312 (4.641)] [KD 4.843 (4.880)] 2024-10-15 18:28:39,078 - Train: 3.75% [46900/1251000] [37.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002990] [CE 4.991 (4.532)] [KD 4.793 (4.744)] 2024-10-15 18:28:51,075 - Train: 3.75% [46950/1251000] [37.5/1000.0] [batch_t 0.260 (0.240)] [data_t 0.009] [optim_t 0.251] [lr 0.002990] [CE 4.560 (4.558)] [KD 4.916 (4.826)] 2024-10-15 18:29:03,392 - Train: 3.76% [47000/1251000] [37.6/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.261] [lr 0.002990] [CE 4.473 (4.493)] [KD 4.830 (4.739)] 2024-10-15 18:29:15,823 - Train: 3.76% [47050/1251000] [37.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.243 (4.533)] [KD 4.479 (4.703)] 2024-10-15 18:29:27,859 - Train: 3.76% [47100/1251000] [37.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.495 (4.562)] [KD 4.813 (4.794)] 2024-10-15 18:29:39,881 - Train: 3.77% [47150/1251000] [37.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.360 (4.591)] [KD 5.063 (4.907)] 2024-10-15 18:29:52,056 - Train: 3.77% [47200/1251000] [37.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002990] [CE 4.069 (4.585)] [KD 4.813 (4.901)] 2024-10-15 18:30:04,038 - Train: 3.78% [47250/1251000] [37.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 5.021 (4.564)] [KD 5.245 (4.835)] 2024-10-15 18:30:15,895 - Train: 3.78% [47300/1251000] [37.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.408 (4.558)] [KD 4.830 (4.939)] 2024-10-15 18:30:28,026 - Train: 3.78% [47350/1251000] [37.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002990] [CE 4.980 (4.598)] [KD 5.122 (4.862)] 2024-10-15 18:30:40,365 - Train: 3.79% [47400/1251000] [37.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.888 (4.564)] [KD 4.927 (4.849)] 2024-10-15 18:30:52,523 - Train: 3.79% [47450/1251000] [37.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.289 (4.495)] [KD 4.644 (4.828)] 2024-10-15 18:31:04,369 - Train: 3.80% [47500/1251000] [38.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002989] [CE 4.060 (4.543)] [KD 4.532 (4.828)] 2024-10-15 18:31:13,419 - ==> Total time: 3:17:54 Eta: 3 days, 11:30:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:31:19,698 - Train: 3.80% [47550/1251000] [38.0/1000.0] [batch_t 0.239 (0.416)] [data_t 0.009] [optim_t 0.230] [lr 0.002989] [CE 4.286 (4.451)] [KD 4.804 (4.725)] 2024-10-15 18:31:31,600 - Train: 3.80% [47600/1251000] [38.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.728 (4.527)] [KD 4.672 (4.730)] 2024-10-15 18:31:43,591 - Train: 3.81% [47650/1251000] [38.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002989] [CE 4.482 (4.548)] [KD 4.868 (4.753)] 2024-10-15 18:31:55,651 - Train: 3.81% [47700/1251000] [38.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002989] [CE 4.597 (4.532)] [KD 4.863 (4.781)] 2024-10-15 18:32:07,741 - Train: 3.82% [47750/1251000] [38.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 5.128 (4.556)] [KD 5.105 (4.718)] 2024-10-15 18:32:19,716 - Train: 3.82% [47800/1251000] [38.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.194 (4.481)] [KD 4.471 (4.722)] 2024-10-15 18:32:31,956 - Train: 3.82% [47850/1251000] [38.2/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002989] [CE 4.794 (4.517)] [KD 4.905 (4.738)] 2024-10-15 18:32:44,466 - Train: 3.83% [47900/1251000] [38.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002989] [CE 4.282 (4.510)] [KD 4.685 (4.767)] 2024-10-15 18:32:56,337 - Train: 3.83% [47950/1251000] [38.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002989] [CE 4.291 (4.546)] [KD 4.714 (4.709)] 2024-10-15 18:33:08,523 - Train: 3.84% [48000/1251000] [38.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.470 (4.515)] [KD 4.828 (4.879)] 2024-10-15 18:33:20,659 - Train: 3.84% [48050/1251000] [38.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002989] [CE 4.411 (4.615)] [KD 4.673 (4.813)] 2024-10-15 18:33:32,891 - Train: 3.84% [48100/1251000] [38.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002989] [CE 4.475 (4.514)] [KD 4.715 (4.746)] 2024-10-15 18:33:45,044 - Train: 3.85% [48150/1251000] [38.5/1000.0] [batch_t 0.368 (0.243)] [data_t 0.009] [optim_t 0.359] [lr 0.002989] [CE 4.476 (4.547)] [KD 4.725 (4.811)] 2024-10-15 18:33:57,169 - Train: 3.85% [48200/1251000] [38.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002989] [CE 4.759 (4.556)] [KD 4.922 (4.854)] 2024-10-15 18:34:09,258 - Train: 3.86% [48250/1251000] [38.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002989] [CE 4.711 (4.420)] [KD 4.679 (4.695)] 2024-10-15 18:34:21,385 - Train: 3.86% [48300/1251000] [38.6/1000.0] [batch_t 0.435 (0.242)] [data_t 0.009] [optim_t 0.426] [lr 0.002989] [CE 4.727 (4.544)] [KD 4.860 (4.787)] 2024-10-15 18:34:33,513 - Train: 3.86% [48350/1251000] [38.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002989] [CE 4.399 (4.511)] [KD 4.747 (4.844)] 2024-10-15 18:34:45,499 - Train: 3.87% [48400/1251000] [38.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002989] [CE 4.474 (4.562)] [KD 4.542 (4.731)] 2024-10-15 18:34:57,505 - Train: 3.87% [48450/1251000] [38.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002989] [CE 4.894 (4.555)] [KD 4.883 (4.851)] 2024-10-15 18:35:09,890 - Train: 3.88% [48500/1251000] [38.8/1000.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.248] [lr 0.002989] [CE 4.134 (4.520)] [KD 4.399 (4.770)] 2024-10-15 18:35:22,217 - Train: 3.88% [48550/1251000] [38.8/1000.0] [batch_t 0.376 (0.246)] [data_t 0.009] [optim_t 0.367] [lr 0.002989] [CE 4.890 (4.543)] [KD 5.065 (4.806)] 2024-10-15 18:35:34,158 - Train: 3.88% [48600/1251000] [38.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002989] [CE 4.740 (4.553)] [KD 5.047 (4.824)] 2024-10-15 18:35:46,174 - Train: 3.89% [48650/1251000] [38.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002989] [CE 4.853 (4.555)] [KD 4.802 (4.713)] 2024-10-15 18:35:58,264 - Train: 3.89% [48700/1251000] [38.9/1000.0] [batch_t 0.284 (0.242)] [data_t 0.009] [optim_t 0.275] [lr 0.002989] [CE 4.418 (4.585)] [KD 4.500 (4.789)] 2024-10-15 18:36:10,548 - Train: 3.90% [48750/1251000] [39.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002989] [CE 4.717 (4.561)] [KD 4.766 (4.712)] 2024-10-15 18:36:19,787 - ==> Total time: 3:23:00 Eta: 3 days, 11:22:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:36:26,352 - Train: 3.90% [48800/1251000] [39.0/1000.0] [batch_t 0.231 (0.467)] [data_t 0.009] [optim_t 0.223] [lr 0.002989] [CE 4.626 (4.575)] [KD 4.857 (4.806)] 2024-10-15 18:36:38,435 - Train: 3.90% [48850/1251000] [39.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002989] [CE 4.832 (4.467)] [KD 5.038 (4.647)] 2024-10-15 18:36:50,363 - Train: 3.91% [48900/1251000] [39.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 5.211 (4.526)] [KD 4.755 (4.701)] 2024-10-15 18:37:02,379 - Train: 3.91% [48950/1251000] [39.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002989] [CE 4.766 (4.529)] [KD 4.732 (4.743)] 2024-10-15 18:37:14,433 - Train: 3.92% [49000/1251000] [39.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.154 (4.491)] [KD 4.475 (4.743)] 2024-10-15 18:37:26,334 - Train: 3.92% [49050/1251000] [39.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.777 (4.556)] [KD 4.772 (4.823)] 2024-10-15 18:37:38,209 - Train: 3.92% [49100/1251000] [39.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.350 (4.552)] [KD 4.849 (4.708)] 2024-10-15 18:37:50,101 - Train: 3.93% [49150/1251000] [39.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002989] [CE 4.491 (4.535)] [KD 4.565 (4.730)] 2024-10-15 18:38:02,004 - Train: 3.93% [49200/1251000] [39.3/1000.0] [batch_t 0.297 (0.238)] [data_t 0.009] [optim_t 0.288] [lr 0.002989] [CE 4.532 (4.578)] [KD 5.034 (4.833)] 2024-10-15 18:38:13,842 - Train: 3.94% [49250/1251000] [39.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002989] [CE 4.831 (4.549)] [KD 5.030 (4.804)] 2024-10-15 18:38:25,832 - Train: 3.94% [49300/1251000] [39.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002989] [CE 4.966 (4.597)] [KD 4.714 (4.853)] 2024-10-15 18:38:37,690 - Train: 3.94% [49350/1251000] [39.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002989] [CE 5.223 (4.622)] [KD 4.924 (4.788)] 2024-10-15 18:38:49,612 - Train: 3.95% [49400/1251000] [39.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002989] [CE 4.877 (4.597)] [KD 4.836 (4.826)] 2024-10-15 18:39:01,395 - Train: 3.95% [49450/1251000] [39.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002989] [CE 4.742 (4.603)] [KD 4.625 (4.807)] 2024-10-15 18:39:13,442 - Train: 3.96% [49500/1251000] [39.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002989] [CE 4.476 (4.621)] [KD 4.859 (4.799)] 2024-10-15 18:39:25,409 - Train: 3.96% [49550/1251000] [39.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002989] [CE 4.788 (4.541)] [KD 4.828 (4.835)] 2024-10-15 18:39:37,471 - Train: 3.96% [49600/1251000] [39.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002988] [CE 4.623 (4.488)] [KD 4.891 (4.757)] 2024-10-15 18:39:49,457 - Train: 3.97% [49650/1251000] [39.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.701 (4.494)] [KD 4.730 (4.776)] 2024-10-15 18:40:01,313 - Train: 3.97% [49700/1251000] [39.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002988] [CE 4.573 (4.501)] [KD 4.685 (4.699)] 2024-10-15 18:40:13,231 - Train: 3.98% [49750/1251000] [39.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002988] [CE 4.200 (4.513)] [KD 4.434 (4.753)] 2024-10-15 18:40:25,226 - Train: 3.98% [49800/1251000] [39.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002988] [CE 4.670 (4.551)] [KD 5.035 (4.738)] 2024-10-15 18:40:37,189 - Train: 3.98% [49850/1251000] [39.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002988] [CE 4.299 (4.521)] [KD 4.750 (4.715)] 2024-10-15 18:40:49,318 - Train: 3.99% [49900/1251000] [39.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002988] [CE 4.457 (4.513)] [KD 4.827 (4.750)] 2024-10-15 18:41:01,336 - Train: 3.99% [49950/1251000] [39.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002988] [CE 5.022 (4.529)] [KD 5.004 (4.793)] 2024-10-15 18:41:13,177 - Train: 4.00% [50000/1251000] [40.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.633 (4.545)] [KD 4.690 (4.759)] 2024-10-15 18:41:34,739 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 34830] [top5_cnt 44883] [top_all 50000] 2024-10-15 18:41:34,740 - net: 69.660 (89.766) 2024-10-15 18:41:46,755 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 37506] [top5_cnt 46189] [top_all 50000] 2024-10-15 18:41:46,755 - net_E: 75.012 (92.378) 2024-10-15 18:41:46,902 - Max [top1: 69.660 (epoch: 40)] [top1-ema: 75.012 (epoch: 40)] 2024-10-15 18:41:46,903 - ==> Total time: 3:28:27 Eta: 3 days, 11:23:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:41:56,022 - Train: 4.00% [50050/1251000] [40.0/1000.0] [batch_t 0.239 (0.347)] [data_t 0.009] [optim_t 0.230] [lr 0.002988] [CE 4.724 (4.728)] [KD 4.795 (4.863)] 2024-10-15 18:42:07,922 - Train: 4.00% [50100/1251000] [40.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.319 (4.510)] [KD 5.009 (4.713)] 2024-10-15 18:42:19,955 - Train: 4.01% [50150/1251000] [40.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.319 (4.567)] [KD 4.536 (4.715)] 2024-10-15 18:42:31,903 - Train: 4.01% [50200/1251000] [40.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002988] [CE 4.278 (4.494)] [KD 4.735 (4.615)] 2024-10-15 18:42:43,904 - Train: 4.02% [50250/1251000] [40.2/1000.0] [batch_t 0.299 (0.240)] [data_t 0.009] [optim_t 0.290] [lr 0.002988] [CE 4.391 (4.490)] [KD 4.906 (4.694)] 2024-10-15 18:42:56,025 - Train: 4.02% [50300/1251000] [40.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002988] [CE 4.980 (4.488)] [KD 4.904 (4.685)] 2024-10-15 18:43:08,195 - Train: 4.02% [50350/1251000] [40.2/1000.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.002988] [CE 5.102 (4.536)] [KD 4.795 (4.692)] 2024-10-15 18:43:20,488 - Train: 4.03% [50400/1251000] [40.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002988] [CE 5.028 (4.563)] [KD 4.940 (4.835)] 2024-10-15 18:43:32,687 - Train: 4.03% [50450/1251000] [40.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.138 (4.491)] [KD 4.526 (4.744)] 2024-10-15 18:43:44,689 - Train: 4.04% [50500/1251000] [40.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002988] [CE 4.485 (4.561)] [KD 4.581 (4.787)] 2024-10-15 18:43:57,026 - Train: 4.04% [50550/1251000] [40.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.230 (4.544)] [KD 4.618 (4.795)] 2024-10-15 18:44:09,278 - Train: 4.04% [50600/1251000] [40.4/1000.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.274] [lr 0.002988] [CE 4.660 (4.577)] [KD 4.878 (4.834)] 2024-10-15 18:44:21,494 - Train: 4.05% [50650/1251000] [40.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002988] [CE 5.075 (4.607)] [KD 5.313 (4.822)] 2024-10-15 18:44:33,326 - Train: 4.05% [50700/1251000] [40.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.941 (4.549)] [KD 4.972 (4.789)] 2024-10-15 18:44:45,149 - Train: 4.06% [50750/1251000] [40.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.816 (4.541)] [KD 4.958 (4.694)] 2024-10-15 18:44:57,162 - Train: 4.06% [50800/1251000] [40.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 5.152 (4.556)] [KD 4.981 (4.708)] 2024-10-15 18:45:08,820 - Train: 4.06% [50850/1251000] [40.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.801 (4.568)] [KD 4.618 (4.792)] 2024-10-15 18:45:20,739 - Train: 4.07% [50900/1251000] [40.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002988] [CE 4.939 (4.583)] [KD 4.757 (4.689)] 2024-10-15 18:45:32,734 - Train: 4.07% [50950/1251000] [40.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.796 (4.574)] [KD 4.560 (4.792)] 2024-10-15 18:45:44,572 - Train: 4.08% [51000/1251000] [40.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.130 (4.484)] [KD 4.491 (4.704)] 2024-10-15 18:45:56,401 - Train: 4.08% [51050/1251000] [40.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.705 (4.519)] [KD 4.811 (4.820)] 2024-10-15 18:46:08,287 - Train: 4.08% [51100/1251000] [40.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002988] [CE 4.604 (4.508)] [KD 4.920 (4.722)] 2024-10-15 18:46:20,057 - Train: 4.09% [51150/1251000] [40.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.729 (4.544)] [KD 5.061 (4.810)] 2024-10-15 18:46:31,797 - Train: 4.09% [51200/1251000] [40.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002988] [CE 4.591 (4.512)] [KD 4.912 (4.752)] 2024-10-15 18:46:43,835 - Train: 4.10% [51250/1251000] [41.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002988] [CE 4.352 (4.594)] [KD 4.780 (4.794)] 2024-10-15 18:46:53,622 - ==> Total time: 3:33:34 Eta: 3 days, 11:15:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:46:59,363 - Train: 4.10% [51300/1251000] [41.0/1000.0] [batch_t 0.235 (0.481)] [data_t 0.009] [optim_t 0.226] [lr 0.002988] [CE 4.693 (4.580)] [KD 4.526 (4.615)] 2024-10-15 18:47:11,283 - Train: 4.10% [51350/1251000] [41.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.675 (4.503)] [KD 4.747 (4.641)] 2024-10-15 18:47:23,191 - Train: 4.11% [51400/1251000] [41.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002988] [CE 4.231 (4.549)] [KD 4.820 (4.722)] 2024-10-15 18:47:35,352 - Train: 4.11% [51450/1251000] [41.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002988] [CE 4.362 (4.557)] [KD 4.650 (4.725)] 2024-10-15 18:47:47,171 - Train: 4.12% [51500/1251000] [41.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 3.809 (4.535)] [KD 4.695 (4.808)] 2024-10-15 18:47:59,096 - Train: 4.12% [51550/1251000] [41.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002988] [CE 4.854 (4.531)] [KD 4.857 (4.735)] 2024-10-15 18:48:11,211 - Train: 4.12% [51600/1251000] [41.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.511 (4.516)] [KD 4.819 (4.706)] 2024-10-15 18:48:23,369 - Train: 4.13% [51650/1251000] [41.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002988] [CE 4.497 (4.480)] [KD 4.735 (4.721)] 2024-10-15 18:48:35,146 - Train: 4.13% [51700/1251000] [41.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.382 (4.472)] [KD 4.624 (4.725)] 2024-10-15 18:48:46,938 - Train: 4.14% [51750/1251000] [41.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002987] [CE 4.706 (4.517)] [KD 4.984 (4.746)] 2024-10-15 18:48:58,906 - Train: 4.14% [51800/1251000] [41.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.270 (4.582)] [KD 4.733 (4.733)] 2024-10-15 18:49:10,910 - Train: 4.14% [51850/1251000] [41.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.517 (4.608)] [KD 4.661 (4.807)] 2024-10-15 18:49:22,786 - Train: 4.15% [51900/1251000] [41.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.868 (4.491)] [KD 4.715 (4.693)] 2024-10-15 18:49:34,727 - Train: 4.15% [51950/1251000] [41.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002987] [CE 4.723 (4.568)] [KD 5.129 (4.802)] 2024-10-15 18:49:46,543 - Train: 4.16% [52000/1251000] [41.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002987] [CE 4.313 (4.488)] [KD 4.764 (4.686)] 2024-10-15 18:49:58,556 - Train: 4.16% [52050/1251000] [41.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002987] [CE 4.155 (4.564)] [KD 4.432 (4.724)] 2024-10-15 18:50:10,286 - Train: 4.16% [52100/1251000] [41.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.715 (4.589)] [KD 4.854 (4.775)] 2024-10-15 18:50:21,987 - Train: 4.17% [52150/1251000] [41.7/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002987] [CE 4.748 (4.534)] [KD 4.550 (4.717)] 2024-10-15 18:50:33,964 - Train: 4.17% [52200/1251000] [41.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.644 (4.534)] [KD 4.736 (4.677)] 2024-10-15 18:50:46,004 - Train: 4.18% [52250/1251000] [41.8/1000.0] [batch_t 0.370 (0.241)] [data_t 0.009] [optim_t 0.361] [lr 0.002987] [CE 4.867 (4.527)] [KD 4.778 (4.725)] 2024-10-15 18:50:57,780 - Train: 4.18% [52300/1251000] [41.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.404 (4.544)] [KD 4.683 (4.739)] 2024-10-15 18:51:09,479 - Train: 4.18% [52350/1251000] [41.8/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002987] [CE 4.399 (4.603)] [KD 4.834 (4.753)] 2024-10-15 18:51:21,245 - Train: 4.19% [52400/1251000] [41.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.475 (4.477)] [KD 4.535 (4.733)] 2024-10-15 18:51:33,153 - Train: 4.19% [52450/1251000] [41.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002987] [CE 4.671 (4.533)] [KD 4.741 (4.741)] 2024-10-15 18:51:44,957 - Train: 4.20% [52500/1251000] [42.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.137 (4.571)] [KD 4.587 (4.685)] 2024-10-15 18:51:54,897 - ==> Total time: 3:38:35 Eta: 3 days, 11:05:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:52:00,520 - Train: 4.20% [52550/1251000] [42.0/1000.0] [batch_t 0.231 (0.519)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.720 (4.328)] [KD 4.661 (4.468)] 2024-10-15 18:52:12,620 - Train: 4.20% [52600/1251000] [42.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.549 (4.498)] [KD 4.707 (4.666)] 2024-10-15 18:52:24,276 - Train: 4.21% [52650/1251000] [42.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.435 (4.511)] [KD 4.922 (4.670)] 2024-10-15 18:52:36,525 - Train: 4.21% [52700/1251000] [42.1/1000.0] [batch_t 0.426 (0.245)] [data_t 0.009] [optim_t 0.417] [lr 0.002987] [CE 4.402 (4.508)] [KD 4.402 (4.634)] 2024-10-15 18:52:48,439 - Train: 4.22% [52750/1251000] [42.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 5.099 (4.547)] [KD 4.649 (4.706)] 2024-10-15 18:53:00,276 - Train: 4.22% [52800/1251000] [42.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002987] [CE 4.754 (4.531)] [KD 4.649 (4.701)] 2024-10-15 18:53:12,081 - Train: 4.22% [52850/1251000] [42.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.525 (4.566)] [KD 4.729 (4.819)] 2024-10-15 18:53:24,012 - Train: 4.23% [52900/1251000] [42.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002987] [CE 4.277 (4.505)] [KD 4.788 (4.722)] 2024-10-15 18:53:35,854 - Train: 4.23% [52950/1251000] [42.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.854 (4.512)] [KD 4.830 (4.724)] 2024-10-15 18:53:48,105 - Train: 4.24% [53000/1251000] [42.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002987] [CE 4.705 (4.504)] [KD 5.042 (4.763)] 2024-10-15 18:53:59,938 - Train: 4.24% [53050/1251000] [42.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.572 (4.559)] [KD 4.767 (4.799)] 2024-10-15 18:54:11,656 - Train: 4.24% [53100/1251000] [42.4/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002987] [CE 4.849 (4.511)] [KD 4.790 (4.769)] 2024-10-15 18:54:23,736 - Train: 4.25% [53150/1251000] [42.5/1000.0] [batch_t 0.366 (0.241)] [data_t 0.009] [optim_t 0.357] [lr 0.002987] [CE 4.052 (4.554)] [KD 4.541 (4.722)] 2024-10-15 18:54:35,602 - Train: 4.25% [53200/1251000] [42.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.630 (4.562)] [KD 5.046 (4.756)] 2024-10-15 18:54:47,297 - Train: 4.26% [53250/1251000] [42.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 5.068 (4.538)] [KD 4.968 (4.795)] 2024-10-15 18:54:59,446 - Train: 4.26% [53300/1251000] [42.6/1000.0] [batch_t 0.307 (0.243)] [data_t 0.009] [optim_t 0.298] [lr 0.002987] [CE 4.703 (4.552)] [KD 4.680 (4.647)] 2024-10-15 18:55:11,750 - Train: 4.26% [53350/1251000] [42.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.487 (4.564)] [KD 4.413 (4.671)] 2024-10-15 18:55:23,532 - Train: 4.27% [53400/1251000] [42.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002987] [CE 4.699 (4.518)] [KD 5.051 (4.688)] 2024-10-15 18:55:35,740 - Train: 4.27% [53450/1251000] [42.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002987] [CE 4.558 (4.510)] [KD 4.871 (4.726)] 2024-10-15 18:55:47,814 - Train: 4.28% [53500/1251000] [42.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002987] [CE 4.047 (4.574)] [KD 4.836 (4.809)] 2024-10-15 18:55:59,674 - Train: 4.28% [53550/1251000] [42.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002987] [CE 4.682 (4.576)] [KD 4.529 (4.781)] 2024-10-15 18:56:11,749 - Train: 4.28% [53600/1251000] [42.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002987] [CE 4.157 (4.530)] [KD 4.443 (4.635)] 2024-10-15 18:56:23,596 - Train: 4.29% [53650/1251000] [42.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002987] [CE 4.390 (4.483)] [KD 4.870 (4.711)] 2024-10-15 18:56:35,244 - Train: 4.29% [53700/1251000] [42.9/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.911 (4.574)] [KD 4.835 (4.797)] 2024-10-15 18:56:47,251 - Train: 4.30% [53750/1251000] [43.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.428 (4.511)] [KD 4.716 (4.717)] 2024-10-15 18:56:57,482 - ==> Total time: 3:43:38 Eta: 3 days, 10:57:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 18:57:02,657 - Train: 4.30% [53800/1251000] [43.0/1000.0] [batch_t 0.235 (0.548)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.262 (4.427)] [KD 4.434 (4.472)] 2024-10-15 18:57:14,744 - Train: 4.30% [53850/1251000] [43.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.446 (4.486)] [KD 4.566 (4.593)] 2024-10-15 18:57:26,793 - Train: 4.31% [53900/1251000] [43.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002986] [CE 5.005 (4.570)] [KD 4.915 (4.703)] 2024-10-15 18:57:38,469 - Train: 4.31% [53950/1251000] [43.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.107 (4.541)] [KD 4.308 (4.691)] 2024-10-15 18:57:51,002 - Train: 4.32% [54000/1251000] [43.2/1000.0] [batch_t 0.276 (0.251)] [data_t 0.009] [optim_t 0.267] [lr 0.002986] [CE 4.468 (4.556)] [KD 4.448 (4.689)] 2024-10-15 18:58:03,502 - Train: 4.32% [54050/1251000] [43.2/1000.0] [batch_t 0.387 (0.250)] [data_t 0.009] [optim_t 0.378] [lr 0.002986] [CE 4.457 (4.568)] [KD 4.500 (4.618)] 2024-10-15 18:58:16,002 - Train: 4.32% [54100/1251000] [43.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.305 (4.488)] [KD 4.785 (4.621)] 2024-10-15 18:58:28,188 - Train: 4.33% [54150/1251000] [43.3/1000.0] [batch_t 0.261 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.002986] [CE 4.563 (4.540)] [KD 4.567 (4.710)] 2024-10-15 18:58:40,483 - Train: 4.33% [54200/1251000] [43.3/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002986] [CE 4.482 (4.491)] [KD 4.670 (4.639)] 2024-10-15 18:58:52,786 - Train: 4.34% [54250/1251000] [43.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002986] [CE 4.188 (4.558)] [KD 4.640 (4.634)] 2024-10-15 18:59:04,949 - Train: 4.34% [54300/1251000] [43.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.493 (4.503)] [KD 4.546 (4.675)] 2024-10-15 18:59:17,044 - Train: 4.34% [54350/1251000] [43.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.296 (4.527)] [KD 4.412 (4.698)] 2024-10-15 18:59:29,329 - Train: 4.35% [54400/1251000] [43.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002986] [CE 4.325 (4.564)] [KD 4.754 (4.710)] 2024-10-15 18:59:41,169 - Train: 4.35% [54450/1251000] [43.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.750 (4.569)] [KD 4.587 (4.711)] 2024-10-15 18:59:52,866 - Train: 4.36% [54500/1251000] [43.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.692 (4.538)] [KD 4.707 (4.630)] 2024-10-15 19:00:05,090 - Train: 4.36% [54550/1251000] [43.6/1000.0] [batch_t 0.277 (0.244)] [data_t 0.009] [optim_t 0.268] [lr 0.002986] [CE 4.732 (4.544)] [KD 4.880 (4.699)] 2024-10-15 19:00:17,222 - Train: 4.36% [54600/1251000] [43.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.626 (4.581)] [KD 4.729 (4.709)] 2024-10-15 19:00:29,323 - Train: 4.37% [54650/1251000] [43.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 5.050 (4.525)] [KD 4.853 (4.612)] 2024-10-15 19:00:41,302 - Train: 4.37% [54700/1251000] [43.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002986] [CE 4.367 (4.554)] [KD 4.916 (4.807)] 2024-10-15 19:00:53,359 - Train: 4.38% [54750/1251000] [43.8/1000.0] [batch_t 0.287 (0.241)] [data_t 0.009] [optim_t 0.278] [lr 0.002986] [CE 4.967 (4.480)] [KD 4.942 (4.666)] 2024-10-15 19:01:05,536 - Train: 4.38% [54800/1251000] [43.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.295 (4.482)] [KD 4.688 (4.633)] 2024-10-15 19:01:17,568 - Train: 4.38% [54850/1251000] [43.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.364 (4.549)] [KD 4.696 (4.753)] 2024-10-15 19:01:29,418 - Train: 4.39% [54900/1251000] [43.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.152 (4.496)] [KD 4.560 (4.698)] 2024-10-15 19:01:41,404 - Train: 4.39% [54950/1251000] [43.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002986] [CE 4.358 (4.493)] [KD 4.784 (4.677)] 2024-10-15 19:01:53,694 - Train: 4.40% [55000/1251000] [44.0/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002986] [CE 4.266 (4.448)] [KD 4.639 (4.712)] 2024-10-15 19:02:04,335 - ==> Total time: 3:48:44 Eta: 3 days, 10:50:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:02:09,854 - Train: 4.40% [55050/1251000] [44.0/1000.0] [batch_t 0.232 (0.685)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.375 (4.659)] [KD 4.544 (4.654)] 2024-10-15 19:02:21,711 - Train: 4.40% [55100/1251000] [44.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.584 (4.548)] [KD 4.495 (4.586)] 2024-10-15 19:02:33,574 - Train: 4.41% [55150/1251000] [44.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.294 (4.469)] [KD 4.508 (4.586)] 2024-10-15 19:02:45,651 - Train: 4.41% [55200/1251000] [44.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.090 (4.563)] [KD 4.543 (4.701)] 2024-10-15 19:02:57,938 - Train: 4.42% [55250/1251000] [44.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.384 (4.528)] [KD 4.612 (4.707)] 2024-10-15 19:03:10,051 - Train: 4.42% [55300/1251000] [44.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.573 (4.546)] [KD 4.818 (4.712)] 2024-10-15 19:03:21,784 - Train: 4.42% [55350/1251000] [44.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.637 (4.526)] [KD 5.094 (4.662)] 2024-10-15 19:03:33,541 - Train: 4.43% [55400/1251000] [44.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.389 (4.614)] [KD 4.447 (4.760)] 2024-10-15 19:03:45,816 - Train: 4.43% [55450/1251000] [44.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.536 (4.620)] [KD 4.764 (4.624)] 2024-10-15 19:03:57,649 - Train: 4.44% [55500/1251000] [44.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.108 (4.474)] [KD 4.553 (4.716)] 2024-10-15 19:04:10,079 - Train: 4.44% [55550/1251000] [44.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.608 (4.554)] [KD 4.807 (4.653)] 2024-10-15 19:04:22,249 - Train: 4.44% [55600/1251000] [44.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002986] [CE 4.559 (4.532)] [KD 4.848 (4.728)] 2024-10-15 19:04:34,071 - Train: 4.45% [55650/1251000] [44.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002986] [CE 4.700 (4.485)] [KD 4.750 (4.752)] 2024-10-15 19:04:46,141 - Train: 4.45% [55700/1251000] [44.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002985] [CE 4.378 (4.599)] [KD 4.647 (4.748)] 2024-10-15 19:04:58,325 - Train: 4.46% [55750/1251000] [44.6/1000.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.002985] [CE 4.468 (4.475)] [KD 4.647 (4.639)] 2024-10-15 19:05:10,194 - Train: 4.46% [55800/1251000] [44.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002985] [CE 4.444 (4.431)] [KD 4.662 (4.664)] 2024-10-15 19:05:22,410 - Train: 4.46% [55850/1251000] [44.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002985] [CE 3.853 (4.522)] [KD 4.518 (4.728)] 2024-10-15 19:05:34,432 - Train: 4.47% [55900/1251000] [44.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 4.046 (4.503)] [KD 4.707 (4.738)] 2024-10-15 19:05:46,678 - Train: 4.47% [55950/1251000] [44.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002985] [CE 4.563 (4.510)] [KD 4.728 (4.703)] 2024-10-15 19:05:58,829 - Train: 4.48% [56000/1251000] [44.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.588 (4.537)] [KD 4.655 (4.623)] 2024-10-15 19:06:10,951 - Train: 4.48% [56050/1251000] [44.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002985] [CE 4.525 (4.517)] [KD 4.641 (4.696)] 2024-10-15 19:06:23,153 - Train: 4.48% [56100/1251000] [44.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.897 (4.511)] [KD 4.811 (4.714)] 2024-10-15 19:06:35,064 - Train: 4.49% [56150/1251000] [44.9/1000.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.002985] [CE 4.296 (4.545)] [KD 4.904 (4.702)] 2024-10-15 19:06:47,370 - Train: 4.49% [56200/1251000] [44.9/1000.0] [batch_t 0.326 (0.246)] [data_t 0.009] [optim_t 0.317] [lr 0.002985] [CE 4.769 (4.605)] [KD 4.689 (4.704)] 2024-10-15 19:06:59,589 - Train: 4.50% [56250/1251000] [45.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.464 (4.554)] [KD 4.776 (4.677)] 2024-10-15 19:07:22,527 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 35056] [top5_cnt 44993] [top_all 50000] 2024-10-15 19:07:22,527 - net: 70.112 (89.986) 2024-10-15 19:07:34,706 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 37718] [top5_cnt 46323] [top_all 50000] 2024-10-15 19:07:34,707 - net_E: 75.436 (92.646) 2024-10-15 19:07:34,850 - Max [top1: 70.112 (epoch: 45)] [top1-ema: 75.436 (epoch: 45)] 2024-10-15 19:07:34,851 - ==> Total time: 3:54:15 Eta: 3 days, 10:51:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:07:42,885 - Train: 4.50% [56300/1251000] [45.0/1000.0] [batch_t 0.237 (0.425)] [data_t 0.009] [optim_t 0.228] [lr 0.002985] [CE 4.472 (4.444)] [KD 4.694 (4.676)] 2024-10-15 19:07:54,945 - Train: 4.50% [56350/1251000] [45.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 5.070 (4.526)] [KD 5.035 (4.649)] 2024-10-15 19:08:07,124 - Train: 4.51% [56400/1251000] [45.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.734 (4.532)] [KD 4.467 (4.632)] 2024-10-15 19:08:19,319 - Train: 4.51% [56450/1251000] [45.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002985] [CE 4.612 (4.532)] [KD 4.609 (4.557)] 2024-10-15 19:08:31,547 - Train: 4.52% [56500/1251000] [45.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002985] [CE 4.378 (4.587)] [KD 4.444 (4.725)] 2024-10-15 19:08:43,629 - Train: 4.52% [56550/1251000] [45.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.528 (4.482)] [KD 4.435 (4.588)] 2024-10-15 19:08:55,448 - Train: 4.52% [56600/1251000] [45.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.596 (4.532)] [KD 4.601 (4.629)] 2024-10-15 19:09:07,212 - Train: 4.53% [56650/1251000] [45.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002985] [CE 4.887 (4.531)] [KD 4.622 (4.528)] 2024-10-15 19:09:19,373 - Train: 4.53% [56700/1251000] [45.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 4.721 (4.475)] [KD 4.691 (4.605)] 2024-10-15 19:09:31,619 - Train: 4.54% [56750/1251000] [45.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.293 (4.495)] [KD 4.824 (4.645)] 2024-10-15 19:09:43,375 - Train: 4.54% [56800/1251000] [45.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002985] [CE 4.637 (4.509)] [KD 4.712 (4.580)] 2024-10-15 19:09:55,549 - Train: 4.54% [56850/1251000] [45.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.653 (4.580)] [KD 4.669 (4.696)] 2024-10-15 19:10:07,478 - Train: 4.55% [56900/1251000] [45.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.867 (4.478)] [KD 4.918 (4.632)] 2024-10-15 19:10:19,279 - Train: 4.55% [56950/1251000] [45.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.116 (4.435)] [KD 4.537 (4.666)] 2024-10-15 19:10:31,265 - Train: 4.56% [57000/1251000] [45.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 4.788 (4.582)] [KD 4.741 (4.782)] 2024-10-15 19:10:43,294 - Train: 4.56% [57050/1251000] [45.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.060 (4.505)] [KD 4.532 (4.568)] 2024-10-15 19:10:55,507 - Train: 4.56% [57100/1251000] [45.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 4.257 (4.585)] [KD 4.620 (4.657)] 2024-10-15 19:11:07,642 - Train: 4.57% [57150/1251000] [45.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 5.191 (4.512)] [KD 4.613 (4.648)] 2024-10-15 19:11:19,487 - Train: 4.57% [57200/1251000] [45.7/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002985] [CE 4.397 (4.554)] [KD 4.535 (4.647)] 2024-10-15 19:11:31,265 - Train: 4.58% [57250/1251000] [45.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.932 (4.554)] [KD 4.779 (4.630)] 2024-10-15 19:11:43,402 - Train: 4.58% [57300/1251000] [45.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.992 (4.562)] [KD 4.533 (4.602)] 2024-10-15 19:11:55,422 - Train: 4.58% [57350/1251000] [45.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002985] [CE 4.484 (4.530)] [KD 4.641 (4.682)] 2024-10-15 19:12:07,562 - Train: 4.59% [57400/1251000] [45.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002985] [CE 4.530 (4.529)] [KD 4.758 (4.684)] 2024-10-15 19:12:19,731 - Train: 4.59% [57450/1251000] [45.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002985] [CE 3.926 (4.577)] [KD 4.596 (4.730)] 2024-10-15 19:12:31,815 - Train: 4.60% [57500/1251000] [46.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002985] [CE 5.083 (4.563)] [KD 4.989 (4.653)] 2024-10-15 19:12:42,642 - ==> Total time: 3:59:23 Eta: 3 days, 10:44:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:12:47,546 - Train: 4.60% [57550/1251000] [46.0/1000.0] [batch_t 0.239 (0.867)] [data_t 0.009] [optim_t 0.230] [lr 0.002985] [CE 4.756 (4.688)] [KD 4.420 (4.615)] 2024-10-15 19:12:59,646 - Train: 4.60% [57600/1251000] [46.0/1000.0] [batch_t 0.442 (0.242)] [data_t 0.009] [optim_t 0.433] [lr 0.002984] [CE 4.217 (4.509)] [KD 4.676 (4.670)] 2024-10-15 19:13:11,752 - Train: 4.61% [57650/1251000] [46.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002984] [CE 4.258 (4.641)] [KD 4.769 (4.795)] 2024-10-15 19:13:23,498 - Train: 4.61% [57700/1251000] [46.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002984] [CE 3.867 (4.607)] [KD 4.514 (4.662)] 2024-10-15 19:13:35,589 - Train: 4.62% [57750/1251000] [46.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002984] [CE 4.843 (4.529)] [KD 4.834 (4.603)] 2024-10-15 19:13:47,575 - Train: 4.62% [57800/1251000] [46.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.383 (4.538)] [KD 4.256 (4.642)] 2024-10-15 19:13:59,565 - Train: 4.62% [57850/1251000] [46.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.804 (4.485)] [KD 4.736 (4.606)] 2024-10-15 19:14:11,419 - Train: 4.63% [57900/1251000] [46.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.463 (4.529)] [KD 4.346 (4.639)] 2024-10-15 19:14:23,280 - Train: 4.63% [57950/1251000] [46.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002984] [CE 4.087 (4.510)] [KD 4.109 (4.542)] 2024-10-15 19:14:35,504 - Train: 4.64% [58000/1251000] [46.4/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.463 (4.531)] [KD 4.594 (4.596)] 2024-10-15 19:14:47,865 - Train: 4.64% [58050/1251000] [46.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002984] [CE 4.518 (4.539)] [KD 4.414 (4.686)] 2024-10-15 19:14:59,735 - Train: 4.64% [58100/1251000] [46.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.527 (4.549)] [KD 4.900 (4.619)] 2024-10-15 19:15:11,449 - Train: 4.65% [58150/1251000] [46.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 4.997 (4.571)] [KD 4.744 (4.661)] 2024-10-15 19:15:23,317 - Train: 4.65% [58200/1251000] [46.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002984] [CE 4.423 (4.535)] [KD 4.632 (4.644)] 2024-10-15 19:15:35,618 - Train: 4.66% [58250/1251000] [46.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002984] [CE 4.803 (4.511)] [KD 4.744 (4.644)] 2024-10-15 19:15:47,467 - Train: 4.66% [58300/1251000] [46.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002984] [CE 4.443 (4.535)] [KD 4.345 (4.664)] 2024-10-15 19:15:59,603 - Train: 4.66% [58350/1251000] [46.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 4.447 (4.564)] [KD 4.372 (4.603)] 2024-10-15 19:16:11,533 - Train: 4.67% [58400/1251000] [46.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002984] [CE 4.765 (4.578)] [KD 4.726 (4.670)] 2024-10-15 19:16:23,865 - Train: 4.67% [58450/1251000] [46.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 4.067 (4.508)] [KD 4.495 (4.601)] 2024-10-15 19:16:35,730 - Train: 4.68% [58500/1251000] [46.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 4.784 (4.496)] [KD 4.483 (4.598)] 2024-10-15 19:16:47,689 - Train: 4.68% [58550/1251000] [46.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 5.246 (4.582)] [KD 5.226 (4.760)] 2024-10-15 19:16:59,780 - Train: 4.68% [58600/1251000] [46.8/1000.0] [batch_t 0.379 (0.242)] [data_t 0.009] [optim_t 0.370] [lr 0.002984] [CE 3.984 (4.476)] [KD 4.321 (4.640)] 2024-10-15 19:17:12,259 - Train: 4.69% [58650/1251000] [46.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002984] [CE 4.359 (4.517)] [KD 4.305 (4.600)] 2024-10-15 19:17:24,100 - Train: 4.69% [58700/1251000] [46.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002984] [CE 4.267 (4.539)] [KD 4.672 (4.588)] 2024-10-15 19:17:36,139 - Train: 4.70% [58750/1251000] [47.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002984] [CE 4.975 (4.570)] [KD 4.847 (4.679)] 2024-10-15 19:17:47,237 - ==> Total time: 4:04:27 Eta: 3 days, 10:36:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:17:51,302 - Train: 4.70% [58800/1251000] [47.0/1000.0] [batch_t 0.237 (0.936)] [data_t 0.009] [optim_t 0.229] [lr 0.002984] [CE 4.128 (4.412)] [KD 4.166 (4.298)] 2024-10-15 19:18:03,575 - Train: 4.70% [58850/1251000] [47.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002984] [CE 4.668 (4.547)] [KD 4.751 (4.645)] 2024-10-15 19:18:15,815 - Train: 4.71% [58900/1251000] [47.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002984] [CE 4.420 (4.566)] [KD 4.533 (4.659)] 2024-10-15 19:18:27,955 - Train: 4.71% [58950/1251000] [47.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002984] [CE 4.868 (4.588)] [KD 4.877 (4.703)] 2024-10-15 19:18:39,702 - Train: 4.72% [59000/1251000] [47.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.459 (4.522)] [KD 4.897 (4.622)] 2024-10-15 19:18:51,615 - Train: 4.72% [59050/1251000] [47.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.248 (4.570)] [KD 4.776 (4.638)] 2024-10-15 19:19:04,251 - Train: 4.72% [59100/1251000] [47.2/1000.0] [batch_t 0.377 (0.253)] [data_t 0.009] [optim_t 0.368] [lr 0.002984] [CE 4.116 (4.488)] [KD 4.346 (4.546)] 2024-10-15 19:19:16,457 - Train: 4.73% [59150/1251000] [47.3/1000.0] [batch_t 0.248 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.002984] [CE 4.203 (4.503)] [KD 4.390 (4.587)] 2024-10-15 19:19:28,743 - Train: 4.73% [59200/1251000] [47.3/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.002984] [CE 4.087 (4.488)] [KD 4.229 (4.612)] 2024-10-15 19:19:41,444 - Train: 4.74% [59250/1251000] [47.4/1000.0] [batch_t 0.362 (0.254)] [data_t 0.009] [optim_t 0.353] [lr 0.002984] [CE 4.574 (4.568)] [KD 4.784 (4.629)] 2024-10-15 19:19:53,742 - Train: 4.74% [59300/1251000] [47.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002984] [CE 4.603 (4.461)] [KD 4.753 (4.625)] 2024-10-15 19:20:05,646 - Train: 4.74% [59350/1251000] [47.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.165 (4.572)] [KD 4.576 (4.676)] 2024-10-15 19:20:17,961 - Train: 4.75% [59400/1251000] [47.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.323 (4.470)] [KD 4.386 (4.637)] 2024-10-15 19:20:30,255 - Train: 4.75% [59450/1251000] [47.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002983] [CE 5.206 (4.531)] [KD 5.114 (4.571)] 2024-10-15 19:20:42,704 - Train: 4.76% [59500/1251000] [47.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.677 (4.574)] [KD 4.892 (4.683)] 2024-10-15 19:20:54,557 - Train: 4.76% [59550/1251000] [47.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002983] [CE 4.394 (4.506)] [KD 4.667 (4.585)] 2024-10-15 19:21:06,784 - Train: 4.76% [59600/1251000] [47.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.891 (4.547)] [KD 5.023 (4.658)] 2024-10-15 19:21:18,622 - Train: 4.77% [59650/1251000] [47.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.556 (4.453)] [KD 4.635 (4.588)] 2024-10-15 19:21:30,816 - Train: 4.77% [59700/1251000] [47.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002983] [CE 4.183 (4.569)] [KD 4.551 (4.737)] 2024-10-15 19:21:42,982 - Train: 4.78% [59750/1251000] [47.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.778 (4.551)] [KD 4.528 (4.563)] 2024-10-15 19:21:55,114 - Train: 4.78% [59800/1251000] [47.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.668 (4.518)] [KD 4.755 (4.668)] 2024-10-15 19:22:07,114 - Train: 4.78% [59850/1251000] [47.8/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.002983] [CE 4.023 (4.475)] [KD 4.222 (4.619)] 2024-10-15 19:22:19,838 - Train: 4.79% [59900/1251000] [47.9/1000.0] [batch_t 0.451 (0.254)] [data_t 0.009] [optim_t 0.442] [lr 0.002983] [CE 4.263 (4.504)] [KD 4.267 (4.496)] 2024-10-15 19:22:31,944 - Train: 4.79% [59950/1251000] [47.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.430 (4.541)] [KD 4.568 (4.645)] 2024-10-15 19:22:44,059 - Train: 4.80% [60000/1251000] [48.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002983] [CE 4.525 (4.513)] [KD 4.589 (4.577)] 2024-10-15 19:22:55,544 - ==> Total time: 4:09:36 Eta: 3 days, 10:30:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:22:59,967 - Train: 4.80% [60050/1251000] [48.0/1000.0] [batch_t 0.681 (1.459)] [data_t 0.456] [optim_t 0.225] [lr 0.002983] [CE 5.053 (4.778)] [KD 4.808 (4.759)] 2024-10-15 19:23:11,734 - Train: 4.80% [60100/1251000] [48.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002983] [CE 4.559 (4.562)] [KD 4.811 (4.588)] 2024-10-15 19:23:24,095 - Train: 4.81% [60150/1251000] [48.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002983] [CE 4.420 (4.619)] [KD 4.601 (4.663)] 2024-10-15 19:23:35,836 - Train: 4.81% [60200/1251000] [48.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002983] [CE 4.252 (4.522)] [KD 4.800 (4.623)] 2024-10-15 19:23:47,543 - Train: 4.82% [60250/1251000] [48.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.216 (4.519)] [KD 4.434 (4.596)] 2024-10-15 19:23:59,786 - Train: 4.82% [60300/1251000] [48.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002983] [CE 4.773 (4.494)] [KD 4.556 (4.486)] 2024-10-15 19:24:11,719 - Train: 4.82% [60350/1251000] [48.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.766 (4.547)] [KD 4.578 (4.560)] 2024-10-15 19:24:23,589 - Train: 4.83% [60400/1251000] [48.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002983] [CE 4.556 (4.543)] [KD 4.707 (4.588)] 2024-10-15 19:24:35,722 - Train: 4.83% [60450/1251000] [48.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002983] [CE 4.948 (4.524)] [KD 4.886 (4.618)] 2024-10-15 19:24:47,511 - Train: 4.84% [60500/1251000] [48.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002983] [CE 4.387 (4.474)] [KD 4.633 (4.658)] 2024-10-15 19:24:59,454 - Train: 4.84% [60550/1251000] [48.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002983] [CE 4.579 (4.548)] [KD 4.490 (4.645)] 2024-10-15 19:25:11,537 - Train: 4.84% [60600/1251000] [48.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002983] [CE 4.382 (4.573)] [KD 4.588 (4.653)] 2024-10-15 19:25:24,193 - Train: 4.85% [60650/1251000] [48.5/1000.0] [batch_t 0.242 (0.253)] [data_t 0.009] [optim_t 0.233] [lr 0.002983] [CE 4.735 (4.561)] [KD 4.770 (4.673)] 2024-10-15 19:25:36,464 - Train: 4.85% [60700/1251000] [48.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002983] [CE 5.022 (4.495)] [KD 4.947 (4.660)] 2024-10-15 19:25:48,580 - Train: 4.86% [60750/1251000] [48.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002983] [CE 4.086 (4.587)] [KD 4.485 (4.737)] 2024-10-15 19:26:00,741 - Train: 4.86% [60800/1251000] [48.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002983] [CE 4.562 (4.510)] [KD 4.529 (4.632)] 2024-10-15 19:26:12,568 - Train: 4.86% [60850/1251000] [48.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002983] [CE 4.729 (4.528)] [KD 4.660 (4.594)] 2024-10-15 19:26:24,607 - Train: 4.87% [60900/1251000] [48.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002983] [CE 4.115 (4.498)] [KD 4.258 (4.565)] 2024-10-15 19:26:37,314 - Train: 4.87% [60950/1251000] [48.7/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.002983] [CE 4.759 (4.538)] [KD 4.659 (4.605)] 2024-10-15 19:26:49,464 - Train: 4.88% [61000/1251000] [48.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002983] [CE 4.920 (4.548)] [KD 5.118 (4.688)] 2024-10-15 19:27:01,587 - Train: 4.88% [61050/1251000] [48.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002983] [CE 4.346 (4.515)] [KD 4.904 (4.664)] 2024-10-15 19:27:13,504 - Train: 4.88% [61100/1251000] [48.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002983] [CE 4.357 (4.532)] [KD 4.647 (4.677)] 2024-10-15 19:27:25,290 - Train: 4.89% [61150/1251000] [48.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.207 (4.509)] [KD 4.760 (4.650)] 2024-10-15 19:27:37,487 - Train: 4.89% [61200/1251000] [48.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002982] [CE 3.743 (4.449)] [KD 4.246 (4.594)] 2024-10-15 19:27:49,554 - Train: 4.90% [61250/1251000] [49.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002982] [CE 4.712 (4.535)] [KD 4.644 (4.728)] 2024-10-15 19:28:01,673 - ==> Total time: 4:14:42 Eta: 3 days, 10:23:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:28:07,728 - Train: 4.90% [61300/1251000] [49.0/1000.0] [batch_t 1.283 (1.283)] [data_t 1.048] [optim_t 0.236] [lr 0.002982] [CE 4.690 (4.690)] [KD 4.760 (4.760)] 2024-10-15 19:28:19,645 - Train: 4.90% [61350/1251000] [49.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002982] [CE 4.548 (4.410)] [KD 4.769 (4.525)] 2024-10-15 19:28:31,645 - Train: 4.91% [61400/1251000] [49.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002982] [CE 4.745 (4.566)] [KD 4.713 (4.595)] 2024-10-15 19:28:44,003 - Train: 4.91% [61450/1251000] [49.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.936 (4.514)] [KD 4.726 (4.570)] 2024-10-15 19:28:55,786 - Train: 4.92% [61500/1251000] [49.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002982] [CE 4.562 (4.488)] [KD 4.565 (4.528)] 2024-10-15 19:29:07,590 - Train: 4.92% [61550/1251000] [49.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002982] [CE 4.538 (4.485)] [KD 4.531 (4.554)] 2024-10-15 19:29:19,753 - Train: 4.92% [61600/1251000] [49.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.540 (4.469)] [KD 4.404 (4.554)] 2024-10-15 19:29:31,852 - Train: 4.93% [61650/1251000] [49.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002982] [CE 4.418 (4.501)] [KD 4.665 (4.590)] 2024-10-15 19:29:43,744 - Train: 4.93% [61700/1251000] [49.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.242 (4.534)] [KD 4.581 (4.540)] 2024-10-15 19:29:55,722 - Train: 4.94% [61750/1251000] [49.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.212 (4.531)] [KD 4.596 (4.545)] 2024-10-15 19:30:07,606 - Train: 4.94% [61800/1251000] [49.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.733 (4.511)] [KD 4.997 (4.586)] 2024-10-15 19:30:19,656 - Train: 4.94% [61850/1251000] [49.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.162 (4.490)] [KD 4.748 (4.681)] 2024-10-15 19:30:31,761 - Train: 4.95% [61900/1251000] [49.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.222 (4.521)] [KD 4.674 (4.689)] 2024-10-15 19:30:43,875 - Train: 4.95% [61950/1251000] [49.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.781 (4.462)] [KD 4.329 (4.574)] 2024-10-15 19:30:56,051 - Train: 4.96% [62000/1251000] [49.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.483 (4.515)] [KD 4.480 (4.538)] 2024-10-15 19:31:07,926 - Train: 4.96% [62050/1251000] [49.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.304 (4.486)] [KD 4.647 (4.565)] 2024-10-15 19:31:20,203 - Train: 4.96% [62100/1251000] [49.6/1000.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.241] [lr 0.002982] [CE 4.493 (4.540)] [KD 4.604 (4.590)] 2024-10-15 19:31:32,535 - Train: 4.97% [62150/1251000] [49.7/1000.0] [batch_t 0.267 (0.247)] [data_t 0.009] [optim_t 0.258] [lr 0.002982] [CE 4.039 (4.490)] [KD 4.472 (4.562)] 2024-10-15 19:31:44,510 - Train: 4.97% [62200/1251000] [49.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 4.842 (4.547)] [KD 4.388 (4.540)] 2024-10-15 19:31:56,467 - Train: 4.98% [62250/1251000] [49.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002982] [CE 4.702 (4.510)] [KD 4.602 (4.645)] 2024-10-15 19:32:08,572 - Train: 4.98% [62300/1251000] [49.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002982] [CE 4.362 (4.556)] [KD 4.320 (4.716)] 2024-10-15 19:32:20,437 - Train: 4.98% [62350/1251000] [49.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002982] [CE 4.551 (4.508)] [KD 4.356 (4.611)] 2024-10-15 19:32:32,494 - Train: 4.99% [62400/1251000] [49.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002982] [CE 4.451 (4.533)] [KD 4.530 (4.599)] 2024-10-15 19:32:44,553 - Train: 4.99% [62450/1251000] [49.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002982] [CE 5.109 (4.575)] [KD 4.777 (4.659)] 2024-10-15 19:32:56,365 - Train: 5.00% [62500/1251000] [50.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002982] [CE 4.831 (4.512)] [KD 4.505 (4.673)] 2024-10-15 19:33:08,250 - Train: 5.00% [62550/1251000] [50.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002982] [CE 4.579 (4.476)] [KD 4.750 (4.594)] 2024-10-15 19:33:20,310 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 35226] [top5_cnt 45070] [top_all 50000] 2024-10-15 19:33:20,311 - net: 70.452 (90.140) 2024-10-15 19:33:32,689 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 37976] [top5_cnt 46452] [top_all 50000] 2024-10-15 19:33:32,689 - net_E: 75.952 (92.904) 2024-10-15 19:33:32,820 - Max [top1: 70.452 (epoch: 50)] [top1-ema: 75.952 (epoch: 50)] 2024-10-15 19:33:32,820 - ==> Total time: 4:20:13 Eta: 3 days, 10:24:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:33:51,685 - Train: 5.00% [62600/1251000] [50.0/1000.0] [batch_t 0.238 (0.269)] [data_t 0.009] [optim_t 0.229] [lr 0.002982] [CE 4.668 (4.530)] [KD 4.521 (4.600)] 2024-10-15 19:34:03,723 - Train: 5.01% [62650/1251000] [50.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002982] [CE 4.741 (4.412)] [KD 4.620 (4.484)] 2024-10-15 19:34:16,073 - Train: 5.01% [62700/1251000] [50.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002982] [CE 4.098 (4.467)] [KD 4.625 (4.610)] 2024-10-15 19:34:27,891 - Train: 5.02% [62750/1251000] [50.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002982] [CE 4.573 (4.533)] [KD 4.564 (4.683)] 2024-10-15 19:34:40,132 - Train: 5.02% [62800/1251000] [50.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002982] [CE 4.562 (4.513)] [KD 4.716 (4.581)] 2024-10-15 19:34:52,176 - Train: 5.02% [62850/1251000] [50.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002982] [CE 4.611 (4.480)] [KD 4.789 (4.516)] 2024-10-15 19:35:04,338 - Train: 5.03% [62900/1251000] [50.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002982] [CE 4.348 (4.489)] [KD 4.468 (4.590)] 2024-10-15 19:35:16,188 - Train: 5.03% [62950/1251000] [50.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 4.155 (4.499)] [KD 4.453 (4.551)] 2024-10-15 19:35:28,630 - Train: 5.04% [63000/1251000] [50.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002981] [CE 4.572 (4.525)] [KD 4.627 (4.570)] 2024-10-15 19:35:40,501 - Train: 5.04% [63050/1251000] [50.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 5.035 (4.539)] [KD 4.749 (4.526)] 2024-10-15 19:35:52,432 - Train: 5.04% [63100/1251000] [50.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 4.793 (4.496)] [KD 4.576 (4.568)] 2024-10-15 19:36:04,400 - Train: 5.05% [63150/1251000] [50.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002981] [CE 5.038 (4.619)] [KD 4.771 (4.664)] 2024-10-15 19:36:16,790 - Train: 5.05% [63200/1251000] [50.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002981] [CE 4.459 (4.565)] [KD 4.523 (4.663)] 2024-10-15 19:36:28,755 - Train: 5.06% [63250/1251000] [50.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 3.986 (4.513)] [KD 4.371 (4.679)] 2024-10-15 19:36:41,040 - Train: 5.06% [63300/1251000] [50.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002981] [CE 5.062 (4.556)] [KD 4.632 (4.692)] 2024-10-15 19:36:53,285 - Train: 5.06% [63350/1251000] [50.6/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.002981] [CE 4.499 (4.510)] [KD 4.669 (4.617)] 2024-10-15 19:37:05,614 - Train: 5.07% [63400/1251000] [50.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002981] [CE 4.718 (4.554)] [KD 4.644 (4.636)] 2024-10-15 19:37:17,852 - Train: 5.07% [63450/1251000] [50.7/1000.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.257] [lr 0.002981] [CE 4.794 (4.565)] [KD 4.767 (4.570)] 2024-10-15 19:37:30,214 - Train: 5.08% [63500/1251000] [50.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 4.470 (4.492)] [KD 4.566 (4.572)] 2024-10-15 19:37:42,278 - Train: 5.08% [63550/1251000] [50.8/1000.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.002981] [CE 4.505 (4.546)] [KD 4.658 (4.480)] 2024-10-15 19:37:54,623 - Train: 5.08% [63600/1251000] [50.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002981] [CE 4.122 (4.483)] [KD 4.394 (4.621)] 2024-10-15 19:38:07,113 - Train: 5.09% [63650/1251000] [50.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002981] [CE 4.263 (4.535)] [KD 4.730 (4.629)] 2024-10-15 19:38:19,318 - Train: 5.09% [63700/1251000] [50.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002981] [CE 3.973 (4.475)] [KD 4.708 (4.625)] 2024-10-15 19:38:31,420 - Train: 5.10% [63750/1251000] [51.0/1000.0] [batch_t 0.364 (0.242)] [data_t 0.009] [optim_t 0.355] [lr 0.002981] [CE 5.248 (4.627)] [KD 4.892 (4.686)] 2024-10-15 19:38:43,776 - Train: 5.10% [63800/1251000] [51.0/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.002981] [CE 4.273 (4.481)] [KD 4.497 (4.565)] 2024-10-15 19:38:44,008 - ==> Total time: 4:25:24 Eta: 3 days, 10:18:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:38:59,739 - Train: 5.10% [63850/1251000] [51.0/1000.0] [batch_t 0.334 (0.295)] [data_t 0.009] [optim_t 0.325] [lr 0.002981] [CE 4.600 (4.559)] [KD 4.946 (4.584)] 2024-10-15 19:39:11,900 - Train: 5.11% [63900/1251000] [51.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002981] [CE 4.227 (4.502)] [KD 4.472 (4.631)] 2024-10-15 19:39:24,058 - Train: 5.11% [63950/1251000] [51.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002981] [CE 4.146 (4.564)] [KD 4.536 (4.551)] 2024-10-15 19:39:36,177 - Train: 5.12% [64000/1251000] [51.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002981] [CE 4.631 (4.561)] [KD 4.654 (4.543)] 2024-10-15 19:39:48,305 - Train: 5.12% [64050/1251000] [51.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 4.458 (4.448)] [KD 4.221 (4.483)] 2024-10-15 19:40:00,898 - Train: 5.12% [64100/1251000] [51.2/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 4.178 (4.506)] [KD 4.343 (4.540)] 2024-10-15 19:40:13,006 - Train: 5.13% [64150/1251000] [51.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 4.437 (4.486)] [KD 4.523 (4.471)] 2024-10-15 19:40:25,323 - Train: 5.13% [64200/1251000] [51.3/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.002981] [CE 4.542 (4.515)] [KD 4.442 (4.572)] 2024-10-15 19:40:37,339 - Train: 5.14% [64250/1251000] [51.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002981] [CE 4.591 (4.584)] [KD 4.517 (4.578)] 2024-10-15 19:40:49,659 - Train: 5.14% [64300/1251000] [51.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002981] [CE 4.681 (4.454)] [KD 4.722 (4.515)] 2024-10-15 19:41:02,043 - Train: 5.14% [64350/1251000] [51.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 4.696 (4.533)] [KD 4.465 (4.543)] 2024-10-15 19:41:14,379 - Train: 5.15% [64400/1251000] [51.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 4.276 (4.480)] [KD 4.452 (4.591)] 2024-10-15 19:41:26,279 - Train: 5.15% [64450/1251000] [51.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 5.158 (4.498)] [KD 4.796 (4.548)] 2024-10-15 19:41:38,570 - Train: 5.16% [64500/1251000] [51.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002981] [CE 4.412 (4.506)] [KD 4.689 (4.553)] 2024-10-15 19:41:50,831 - Train: 5.16% [64550/1251000] [51.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002981] [CE 4.448 (4.572)] [KD 4.373 (4.570)] 2024-10-15 19:42:03,130 - Train: 5.16% [64600/1251000] [51.6/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.002981] [CE 4.665 (4.528)] [KD 4.496 (4.593)] 2024-10-15 19:42:15,646 - Train: 5.17% [64650/1251000] [51.7/1000.0] [batch_t 0.328 (0.250)] [data_t 0.009] [optim_t 0.320] [lr 0.002980] [CE 4.467 (4.440)] [KD 4.705 (4.660)] 2024-10-15 19:42:27,684 - Train: 5.17% [64700/1251000] [51.7/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002980] [CE 4.742 (4.485)] [KD 4.756 (4.571)] 2024-10-15 19:42:40,540 - Train: 5.18% [64750/1251000] [51.8/1000.0] [batch_t 0.400 (0.257)] [data_t 0.009] [optim_t 0.391] [lr 0.002980] [CE 4.567 (4.515)] [KD 4.582 (4.571)] 2024-10-15 19:42:53,003 - Train: 5.18% [64800/1251000] [51.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002980] [CE 4.856 (4.497)] [KD 4.642 (4.608)] 2024-10-15 19:43:04,983 - Train: 5.18% [64850/1251000] [51.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.057 (4.557)] [KD 4.297 (4.538)] 2024-10-15 19:43:16,822 - Train: 5.19% [64900/1251000] [51.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002980] [CE 3.754 (4.474)] [KD 4.103 (4.457)] 2024-10-15 19:43:29,037 - Train: 5.19% [64950/1251000] [51.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002980] [CE 4.169 (4.508)] [KD 4.385 (4.626)] 2024-10-15 19:43:41,234 - Train: 5.20% [65000/1251000] [52.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 5.001 (4.529)] [KD 4.708 (4.591)] 2024-10-15 19:43:53,232 - Train: 5.20% [65050/1251000] [52.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002980] [CE 4.655 (4.474)] [KD 4.647 (4.537)] 2024-10-15 19:43:53,701 - ==> Total time: 4:30:34 Eta: 3 days, 10:12:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:44:09,264 - Train: 5.20% [65100/1251000] [52.0/1000.0] [batch_t 0.234 (0.291)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 4.386 (4.402)] [KD 3.889 (4.386)] 2024-10-15 19:44:21,157 - Train: 5.21% [65150/1251000] [52.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.411 (4.552)] [KD 4.715 (4.574)] 2024-10-15 19:44:33,236 - Train: 5.21% [65200/1251000] [52.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 4.838 (4.481)] [KD 4.671 (4.563)] 2024-10-15 19:44:45,549 - Train: 5.22% [65250/1251000] [52.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002980] [CE 4.942 (4.522)] [KD 4.841 (4.526)] 2024-10-15 19:44:58,014 - Train: 5.22% [65300/1251000] [52.2/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002980] [CE 4.689 (4.465)] [KD 4.567 (4.500)] 2024-10-15 19:45:10,188 - Train: 5.22% [65350/1251000] [52.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002980] [CE 4.295 (4.439)] [KD 4.639 (4.547)] 2024-10-15 19:45:22,697 - Train: 5.23% [65400/1251000] [52.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002980] [CE 4.501 (4.575)] [KD 4.678 (4.625)] 2024-10-15 19:45:34,906 - Train: 5.23% [65450/1251000] [52.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.357 (4.450)] [KD 4.311 (4.436)] 2024-10-15 19:45:47,022 - Train: 5.24% [65500/1251000] [52.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.479 (4.552)] [KD 4.743 (4.576)] 2024-10-15 19:45:59,283 - Train: 5.24% [65550/1251000] [52.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002980] [CE 4.756 (4.462)] [KD 4.914 (4.558)] 2024-10-15 19:46:11,498 - Train: 5.24% [65600/1251000] [52.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002980] [CE 4.313 (4.475)] [KD 4.682 (4.674)] 2024-10-15 19:46:23,348 - Train: 5.25% [65650/1251000] [52.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 4.677 (4.501)] [KD 4.756 (4.651)] 2024-10-15 19:46:35,562 - Train: 5.25% [65700/1251000] [52.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002980] [CE 4.188 (4.533)] [KD 4.730 (4.579)] 2024-10-15 19:46:47,766 - Train: 5.26% [65750/1251000] [52.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002980] [CE 4.693 (4.487)] [KD 4.561 (4.494)] 2024-10-15 19:46:59,757 - Train: 5.26% [65800/1251000] [52.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002980] [CE 4.728 (4.499)] [KD 4.660 (4.574)] 2024-10-15 19:47:11,780 - Train: 5.26% [65850/1251000] [52.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 4.062 (4.542)] [KD 4.348 (4.622)] 2024-10-15 19:47:23,782 - Train: 5.27% [65900/1251000] [52.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.397 (4.485)] [KD 4.541 (4.552)] 2024-10-15 19:47:35,866 - Train: 5.27% [65950/1251000] [52.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002980] [CE 4.687 (4.519)] [KD 4.549 (4.538)] 2024-10-15 19:47:47,869 - Train: 5.28% [66000/1251000] [52.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002980] [CE 4.640 (4.497)] [KD 4.955 (4.600)] 2024-10-15 19:47:59,905 - Train: 5.28% [66050/1251000] [52.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002980] [CE 4.441 (4.559)] [KD 4.498 (4.586)] 2024-10-15 19:48:12,058 - Train: 5.28% [66100/1251000] [52.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002980] [CE 4.364 (4.569)] [KD 4.370 (4.641)] 2024-10-15 19:48:24,647 - Train: 5.29% [66150/1251000] [52.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002980] [CE 4.411 (4.546)] [KD 4.678 (4.692)] 2024-10-15 19:48:36,802 - Train: 5.29% [66200/1251000] [52.9/1000.0] [batch_t 0.274 (0.243)] [data_t 0.009] [optim_t 0.265] [lr 0.002980] [CE 4.825 (4.516)] [KD 4.810 (4.597)] 2024-10-15 19:48:49,280 - Train: 5.30% [66250/1251000] [53.0/1000.0] [batch_t 0.380 (0.249)] [data_t 0.009] [optim_t 0.371] [lr 0.002979] [CE 4.873 (4.529)] [KD 5.097 (4.634)] 2024-10-15 19:49:01,154 - Train: 5.30% [66300/1251000] [53.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002979] [CE 4.355 (4.447)] [KD 4.676 (4.590)] 2024-10-15 19:49:01,857 - ==> Total time: 4:35:42 Eta: 3 days, 10:06:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:49:19,046 - Train: 5.30% [66350/1251000] [53.0/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 4.192 (4.418)] [KD 4.279 (4.479)] 2024-10-15 19:49:31,348 - Train: 5.31% [66400/1251000] [53.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002979] [CE 3.819 (4.512)] [KD 4.185 (4.575)] 2024-10-15 19:49:43,505 - Train: 5.31% [66450/1251000] [53.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.668 (4.544)] [KD 4.543 (4.619)] 2024-10-15 19:49:55,347 - Train: 5.32% [66500/1251000] [53.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 4.837 (4.532)] [KD 4.910 (4.610)] 2024-10-15 19:50:07,188 - Train: 5.32% [66550/1251000] [53.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 5.155 (4.425)] [KD 4.777 (4.462)] 2024-10-15 19:50:19,322 - Train: 5.32% [66600/1251000] [53.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002979] [CE 4.663 (4.476)] [KD 4.373 (4.550)] 2024-10-15 19:50:31,365 - Train: 5.33% [66650/1251000] [53.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002979] [CE 4.431 (4.542)] [KD 4.491 (4.542)] 2024-10-15 19:50:43,336 - Train: 5.33% [66700/1251000] [53.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002979] [CE 4.499 (4.475)] [KD 4.594 (4.500)] 2024-10-15 19:50:55,494 - Train: 5.34% [66750/1251000] [53.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002979] [CE 4.666 (4.452)] [KD 4.809 (4.605)] 2024-10-15 19:51:07,344 - Train: 5.34% [66800/1251000] [53.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.133 (4.433)] [KD 4.263 (4.440)] 2024-10-15 19:51:19,423 - Train: 5.34% [66850/1251000] [53.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.257 (4.444)] [KD 4.534 (4.445)] 2024-10-15 19:51:31,611 - Train: 5.35% [66900/1251000] [53.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002979] [CE 5.067 (4.550)] [KD 4.791 (4.684)] 2024-10-15 19:51:43,574 - Train: 5.35% [66950/1251000] [53.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002979] [CE 4.777 (4.465)] [KD 4.719 (4.551)] 2024-10-15 19:51:55,452 - Train: 5.36% [67000/1251000] [53.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.569 (4.563)] [KD 4.474 (4.640)] 2024-10-15 19:52:07,765 - Train: 5.36% [67050/1251000] [53.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 4.231 (4.493)] [KD 4.681 (4.565)] 2024-10-15 19:52:19,728 - Train: 5.36% [67100/1251000] [53.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002979] [CE 4.391 (4.484)] [KD 4.377 (4.561)] 2024-10-15 19:52:31,602 - Train: 5.37% [67150/1251000] [53.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002979] [CE 4.853 (4.510)] [KD 4.770 (4.553)] 2024-10-15 19:52:43,580 - Train: 5.37% [67200/1251000] [53.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002979] [CE 3.851 (4.415)] [KD 4.454 (4.516)] 2024-10-15 19:52:55,720 - Train: 5.38% [67250/1251000] [53.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002979] [CE 4.700 (4.527)] [KD 4.568 (4.599)] 2024-10-15 19:53:07,737 - Train: 5.38% [67300/1251000] [53.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 4.817 (4.498)] [KD 4.522 (4.564)] 2024-10-15 19:53:20,065 - Train: 5.38% [67350/1251000] [53.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002979] [CE 3.646 (4.430)] [KD 4.163 (4.456)] 2024-10-15 19:53:32,219 - Train: 5.39% [67400/1251000] [53.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002979] [CE 4.357 (4.511)] [KD 4.336 (4.579)] 2024-10-15 19:53:44,255 - Train: 5.39% [67450/1251000] [53.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002979] [CE 4.758 (4.493)] [KD 4.517 (4.595)] 2024-10-15 19:53:56,475 - Train: 5.40% [67500/1251000] [54.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 5.012 (4.490)] [KD 4.651 (4.476)] 2024-10-15 19:54:08,785 - Train: 5.40% [67550/1251000] [54.0/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002979] [CE 4.620 (4.485)] [KD 4.596 (4.559)] 2024-10-15 19:54:09,709 - ==> Total time: 4:40:50 Eta: 3 days, 9:59:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:54:24,904 - Train: 5.40% [67600/1251000] [54.0/1000.0] [batch_t 0.237 (0.300)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.419 (4.471)] [KD 4.599 (4.556)] 2024-10-15 19:54:37,124 - Train: 5.41% [67650/1251000] [54.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002979] [CE 4.491 (4.467)] [KD 4.238 (4.474)] 2024-10-15 19:54:49,130 - Train: 5.41% [67700/1251000] [54.1/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002979] [CE 3.921 (4.439)] [KD 4.328 (4.501)] 2024-10-15 19:55:01,119 - Train: 5.42% [67750/1251000] [54.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002979] [CE 4.232 (4.457)] [KD 4.511 (4.513)] 2024-10-15 19:55:13,329 - Train: 5.42% [67800/1251000] [54.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002979] [CE 4.512 (4.487)] [KD 4.392 (4.490)] 2024-10-15 19:55:25,285 - Train: 5.42% [67850/1251000] [54.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002978] [CE 4.577 (4.501)] [KD 4.551 (4.622)] 2024-10-15 19:55:37,164 - Train: 5.43% [67900/1251000] [54.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002978] [CE 4.453 (4.493)] [KD 4.387 (4.577)] 2024-10-15 19:55:49,367 - Train: 5.43% [67950/1251000] [54.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002978] [CE 4.242 (4.557)] [KD 4.312 (4.563)] 2024-10-15 19:56:01,281 - Train: 5.44% [68000/1251000] [54.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002978] [CE 4.546 (4.532)] [KD 4.723 (4.516)] 2024-10-15 19:56:13,197 - Train: 5.44% [68050/1251000] [54.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002978] [CE 4.239 (4.413)] [KD 4.538 (4.497)] 2024-10-15 19:56:25,528 - Train: 5.44% [68100/1251000] [54.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 3.396 (4.506)] [KD 4.001 (4.527)] 2024-10-15 19:56:37,572 - Train: 5.45% [68150/1251000] [54.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002978] [CE 4.522 (4.532)] [KD 4.868 (4.608)] 2024-10-15 19:56:49,745 - Train: 5.45% [68200/1251000] [54.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 4.704 (4.512)] [KD 4.524 (4.537)] 2024-10-15 19:57:01,928 - Train: 5.46% [68250/1251000] [54.6/1000.0] [batch_t 0.314 (0.244)] [data_t 0.009] [optim_t 0.305] [lr 0.002978] [CE 4.702 (4.533)] [KD 4.600 (4.600)] 2024-10-15 19:57:13,967 - Train: 5.46% [68300/1251000] [54.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002978] [CE 4.698 (4.449)] [KD 4.608 (4.511)] 2024-10-15 19:57:26,137 - Train: 5.46% [68350/1251000] [54.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002978] [CE 4.659 (4.469)] [KD 4.463 (4.506)] 2024-10-15 19:57:38,208 - Train: 5.47% [68400/1251000] [54.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002978] [CE 4.432 (4.466)] [KD 4.704 (4.490)] 2024-10-15 19:57:50,332 - Train: 5.47% [68450/1251000] [54.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002978] [CE 4.772 (4.545)] [KD 4.578 (4.492)] 2024-10-15 19:58:02,547 - Train: 5.48% [68500/1251000] [54.8/1000.0] [batch_t 0.380 (0.244)] [data_t 0.009] [optim_t 0.371] [lr 0.002978] [CE 4.027 (4.492)] [KD 4.257 (4.508)] 2024-10-15 19:58:14,856 - Train: 5.48% [68550/1251000] [54.8/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.002978] [CE 3.773 (4.502)] [KD 4.315 (4.530)] 2024-10-15 19:58:26,928 - Train: 5.48% [68600/1251000] [54.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002978] [CE 4.247 (4.454)] [KD 4.758 (4.582)] 2024-10-15 19:58:38,745 - Train: 5.49% [68650/1251000] [54.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 4.963 (4.503)] [KD 4.832 (4.572)] 2024-10-15 19:58:50,827 - Train: 5.49% [68700/1251000] [54.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002978] [CE 4.668 (4.440)] [KD 4.595 (4.565)] 2024-10-15 19:59:03,211 - Train: 5.50% [68750/1251000] [55.0/1000.0] [batch_t 0.387 (0.248)] [data_t 0.009] [optim_t 0.378] [lr 0.002978] [CE 4.312 (4.498)] [KD 4.537 (4.603)] 2024-10-15 19:59:15,338 - Train: 5.50% [68800/1251000] [55.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002978] [CE 4.400 (4.487)] [KD 4.559 (4.587)] 2024-10-15 19:59:28,516 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 35165] [top5_cnt 45090] [top_all 50000] 2024-10-15 19:59:28,516 - net: 70.330 (90.180) 2024-10-15 19:59:40,756 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38079] [top5_cnt 46504] [top_all 50000] 2024-10-15 19:59:40,757 - net_E: 76.158 (93.008) 2024-10-15 19:59:40,890 - Max [top1: 70.452 (epoch: 50)] [top1-ema: 76.158 (epoch: 55)] 2024-10-15 19:59:40,891 - ==> Total time: 4:46:21 Eta: 3 days, 10:00:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 19:59:57,181 - Train: 5.50% [68850/1251000] [55.0/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 4.936 (4.502)] [KD 4.788 (4.600)] 2024-10-15 20:00:09,486 - Train: 5.51% [68900/1251000] [55.1/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.002978] [CE 3.874 (4.559)] [KD 4.055 (4.472)] 2024-10-15 20:00:21,611 - Train: 5.51% [68950/1251000] [55.1/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002978] [CE 4.549 (4.484)] [KD 4.694 (4.502)] 2024-10-15 20:00:33,663 - Train: 5.52% [69000/1251000] [55.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002978] [CE 4.848 (4.420)] [KD 4.572 (4.496)] 2024-10-15 20:00:46,158 - Train: 5.52% [69050/1251000] [55.2/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 4.467 (4.557)] [KD 4.845 (4.597)] 2024-10-15 20:00:58,731 - Train: 5.52% [69100/1251000] [55.2/1000.0] [batch_t 0.268 (0.251)] [data_t 0.009] [optim_t 0.259] [lr 0.002978] [CE 4.716 (4.556)] [KD 4.542 (4.623)] 2024-10-15 20:01:11,175 - Train: 5.53% [69150/1251000] [55.3/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002978] [CE 4.068 (4.444)] [KD 4.121 (4.466)] 2024-10-15 20:01:23,749 - Train: 5.53% [69200/1251000] [55.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002978] [CE 4.350 (4.503)] [KD 4.547 (4.496)] 2024-10-15 20:01:36,086 - Train: 5.54% [69250/1251000] [55.4/1000.0] [batch_t 0.260 (0.247)] [data_t 0.009] [optim_t 0.251] [lr 0.002978] [CE 4.589 (4.455)] [KD 4.629 (4.549)] 2024-10-15 20:01:48,496 - Train: 5.54% [69300/1251000] [55.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002978] [CE 4.086 (4.524)] [KD 4.488 (4.598)] 2024-10-15 20:02:01,032 - Train: 5.54% [69350/1251000] [55.4/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002978] [CE 4.543 (4.506)] [KD 4.466 (4.543)] 2024-10-15 20:02:13,742 - Train: 5.55% [69400/1251000] [55.5/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002978] [CE 4.813 (4.419)] [KD 4.576 (4.492)] 2024-10-15 20:02:26,278 - Train: 5.55% [69450/1251000] [55.5/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002977] [CE 4.333 (4.596)] [KD 4.391 (4.616)] 2024-10-15 20:02:38,666 - Train: 5.56% [69500/1251000] [55.6/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.254] [lr 0.002977] [CE 4.827 (4.560)] [KD 4.882 (4.548)] 2024-10-15 20:02:51,106 - Train: 5.56% [69550/1251000] [55.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002977] [CE 4.344 (4.510)] [KD 4.475 (4.536)] 2024-10-15 20:03:03,373 - Train: 5.56% [69600/1251000] [55.6/1000.0] [batch_t 0.384 (0.245)] [data_t 0.009] [optim_t 0.375] [lr 0.002977] [CE 4.785 (4.466)] [KD 4.793 (4.468)] 2024-10-15 20:03:15,580 - Train: 5.57% [69650/1251000] [55.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002977] [CE 4.368 (4.540)] [KD 4.825 (4.621)] 2024-10-15 20:03:27,770 - Train: 5.57% [69700/1251000] [55.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.354 (4.472)] [KD 4.643 (4.546)] 2024-10-15 20:03:39,816 - Train: 5.58% [69750/1251000] [55.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002977] [CE 4.766 (4.557)] [KD 4.772 (4.567)] 2024-10-15 20:03:52,040 - Train: 5.58% [69800/1251000] [55.8/1000.0] [batch_t 0.270 (0.244)] [data_t 0.009] [optim_t 0.261] [lr 0.002977] [CE 4.623 (4.475)] [KD 4.820 (4.566)] 2024-10-15 20:04:04,279 - Train: 5.58% [69850/1251000] [55.8/1000.0] [batch_t 0.276 (0.245)] [data_t 0.009] [optim_t 0.267] [lr 0.002977] [CE 4.392 (4.498)] [KD 4.363 (4.593)] 2024-10-15 20:04:16,388 - Train: 5.59% [69900/1251000] [55.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002977] [CE 4.430 (4.449)] [KD 4.241 (4.461)] 2024-10-15 20:04:28,869 - Train: 5.59% [69950/1251000] [55.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002977] [CE 4.241 (4.517)] [KD 4.337 (4.537)] 2024-10-15 20:04:40,975 - Train: 5.60% [70000/1251000] [56.0/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002977] [CE 4.522 (4.538)] [KD 4.703 (4.602)] 2024-10-15 20:04:53,217 - Train: 5.60% [70050/1251000] [56.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002977] [CE 3.892 (4.474)] [KD 4.185 (4.495)] 2024-10-15 20:04:54,850 - ==> Total time: 4:51:35 Eta: 3 days, 9:55:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:05:08,999 - Train: 5.60% [70100/1251000] [56.0/1000.0] [batch_t 0.233 (0.295)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.392 (4.400)] [KD 4.415 (4.379)] 2024-10-15 20:05:20,830 - Train: 5.61% [70150/1251000] [56.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.437 (4.510)] [KD 4.495 (4.491)] 2024-10-15 20:05:32,821 - Train: 5.61% [70200/1251000] [56.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002977] [CE 4.764 (4.490)] [KD 4.657 (4.495)] 2024-10-15 20:05:44,759 - Train: 5.62% [70250/1251000] [56.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.892 (4.511)] [KD 4.600 (4.504)] 2024-10-15 20:05:56,909 - Train: 5.62% [70300/1251000] [56.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.290 (4.444)] [KD 4.195 (4.470)] 2024-10-15 20:06:09,188 - Train: 5.62% [70350/1251000] [56.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002977] [CE 4.525 (4.531)] [KD 4.252 (4.483)] 2024-10-15 20:06:21,274 - Train: 5.63% [70400/1251000] [56.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002977] [CE 4.390 (4.561)] [KD 4.334 (4.562)] 2024-10-15 20:06:33,111 - Train: 5.63% [70450/1251000] [56.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002977] [CE 4.528 (4.489)] [KD 4.435 (4.471)] 2024-10-15 20:06:45,222 - Train: 5.64% [70500/1251000] [56.4/1000.0] [batch_t 0.323 (0.242)] [data_t 0.009] [optim_t 0.315] [lr 0.002977] [CE 4.196 (4.455)] [KD 4.302 (4.470)] 2024-10-15 20:06:57,007 - Train: 5.64% [70550/1251000] [56.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002977] [CE 3.951 (4.468)] [KD 4.552 (4.483)] 2024-10-15 20:07:09,326 - Train: 5.64% [70600/1251000] [56.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002977] [CE 4.415 (4.488)] [KD 4.563 (4.549)] 2024-10-15 20:07:21,374 - Train: 5.65% [70650/1251000] [56.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002977] [CE 4.605 (4.484)] [KD 4.580 (4.519)] 2024-10-15 20:07:33,492 - Train: 5.65% [70700/1251000] [56.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002977] [CE 4.745 (4.441)] [KD 4.744 (4.509)] 2024-10-15 20:07:45,553 - Train: 5.66% [70750/1251000] [56.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002977] [CE 4.811 (4.510)] [KD 4.845 (4.442)] 2024-10-15 20:07:57,653 - Train: 5.66% [70800/1251000] [56.6/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002977] [CE 4.757 (4.496)] [KD 4.486 (4.460)] 2024-10-15 20:08:09,691 - Train: 5.66% [70850/1251000] [56.6/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002977] [CE 4.501 (4.473)] [KD 4.479 (4.501)] 2024-10-15 20:08:22,024 - Train: 5.67% [70900/1251000] [56.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002977] [CE 4.965 (4.512)] [KD 4.913 (4.502)] 2024-10-15 20:08:34,206 - Train: 5.67% [70950/1251000] [56.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002976] [CE 4.810 (4.460)] [KD 4.449 (4.411)] 2024-10-15 20:08:46,298 - Train: 5.68% [71000/1251000] [56.8/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.002976] [CE 3.944 (4.469)] [KD 4.384 (4.483)] 2024-10-15 20:08:58,203 - Train: 5.68% [71050/1251000] [56.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002976] [CE 4.688 (4.437)] [KD 4.677 (4.565)] 2024-10-15 20:09:10,187 - Train: 5.68% [71100/1251000] [56.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 5.067 (4.544)] [KD 4.782 (4.568)] 2024-10-15 20:09:22,211 - Train: 5.69% [71150/1251000] [56.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002976] [CE 3.851 (4.483)] [KD 3.944 (4.564)] 2024-10-15 20:09:34,392 - Train: 5.69% [71200/1251000] [56.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002976] [CE 4.680 (4.509)] [KD 4.780 (4.485)] 2024-10-15 20:09:46,661 - Train: 5.70% [71250/1251000] [57.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002976] [CE 4.216 (4.484)] [KD 4.282 (4.553)] 2024-10-15 20:09:58,537 - Train: 5.70% [71300/1251000] [57.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002976] [CE 3.904 (4.477)] [KD 4.305 (4.565)] 2024-10-15 20:10:00,161 - ==> Total time: 4:56:40 Eta: 3 days, 9:48:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:10:14,110 - Train: 5.70% [71350/1251000] [57.0/1000.0] [batch_t 0.237 (0.284)] [data_t 0.009] [optim_t 0.228] [lr 0.002976] [CE 3.883 (4.490)] [KD 4.244 (4.524)] 2024-10-15 20:10:25,862 - Train: 5.71% [71400/1251000] [57.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002976] [CE 4.438 (4.538)] [KD 4.263 (4.577)] 2024-10-15 20:10:38,311 - Train: 5.71% [71450/1251000] [57.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002976] [CE 4.581 (4.493)] [KD 4.511 (4.437)] 2024-10-15 20:10:50,821 - Train: 5.72% [71500/1251000] [57.2/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 4.226 (4.455)] [KD 4.226 (4.439)] 2024-10-15 20:11:02,584 - Train: 5.72% [71550/1251000] [57.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002976] [CE 4.675 (4.382)] [KD 4.497 (4.353)] 2024-10-15 20:11:14,731 - Train: 5.72% [71600/1251000] [57.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002976] [CE 4.412 (4.535)] [KD 4.185 (4.446)] 2024-10-15 20:11:27,024 - Train: 5.73% [71650/1251000] [57.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002976] [CE 4.800 (4.462)] [KD 4.627 (4.515)] 2024-10-15 20:11:39,110 - Train: 5.73% [71700/1251000] [57.3/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002976] [CE 4.174 (4.446)] [KD 4.290 (4.536)] 2024-10-15 20:11:51,050 - Train: 5.74% [71750/1251000] [57.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 4.780 (4.455)] [KD 4.538 (4.468)] 2024-10-15 20:12:03,110 - Train: 5.74% [71800/1251000] [57.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 3.871 (4.512)] [KD 4.354 (4.532)] 2024-10-15 20:12:15,196 - Train: 5.74% [71850/1251000] [57.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002976] [CE 4.357 (4.405)] [KD 4.629 (4.538)] 2024-10-15 20:12:27,355 - Train: 5.75% [71900/1251000] [57.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002976] [CE 4.339 (4.458)] [KD 4.314 (4.511)] 2024-10-15 20:12:39,170 - Train: 5.75% [71950/1251000] [57.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002976] [CE 4.669 (4.479)] [KD 4.769 (4.557)] 2024-10-15 20:12:50,981 - Train: 5.76% [72000/1251000] [57.6/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002976] [CE 4.516 (4.532)] [KD 4.441 (4.556)] 2024-10-15 20:13:03,178 - Train: 5.76% [72050/1251000] [57.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002976] [CE 4.299 (4.476)] [KD 4.293 (4.477)] 2024-10-15 20:13:15,300 - Train: 5.76% [72100/1251000] [57.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 3.987 (4.468)] [KD 4.236 (4.518)] 2024-10-15 20:13:27,287 - Train: 5.77% [72150/1251000] [57.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002976] [CE 4.805 (4.446)] [KD 4.522 (4.460)] 2024-10-15 20:13:39,140 - Train: 5.77% [72200/1251000] [57.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.002976] [CE 4.567 (4.503)] [KD 4.310 (4.483)] 2024-10-15 20:13:51,323 - Train: 5.78% [72250/1251000] [57.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002976] [CE 4.617 (4.456)] [KD 4.507 (4.481)] 2024-10-15 20:14:03,423 - Train: 5.78% [72300/1251000] [57.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002976] [CE 4.271 (4.526)] [KD 4.253 (4.542)] 2024-10-15 20:14:15,323 - Train: 5.78% [72350/1251000] [57.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002976] [CE 4.710 (4.462)] [KD 4.641 (4.526)] 2024-10-15 20:14:27,197 - Train: 5.79% [72400/1251000] [57.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002976] [CE 4.662 (4.519)] [KD 4.572 (4.517)] 2024-10-15 20:14:39,492 - Train: 5.79% [72450/1251000] [57.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.834 (4.504)] [KD 4.606 (4.525)] 2024-10-15 20:14:51,437 - Train: 5.80% [72500/1251000] [58.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.918 (4.497)] [KD 4.854 (4.608)] 2024-10-15 20:15:03,352 - Train: 5.80% [72550/1251000] [58.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002975] [CE 4.681 (4.488)] [KD 4.656 (4.519)] 2024-10-15 20:15:05,195 - ==> Total time: 5:01:45 Eta: 3 days, 9:41:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:15:19,211 - Train: 5.80% [72600/1251000] [58.0/1000.0] [batch_t 0.235 (0.299)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.468 (4.517)] [KD 4.434 (4.530)] 2024-10-15 20:15:31,222 - Train: 5.81% [72650/1251000] [58.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002975] [CE 5.033 (4.432)] [KD 4.806 (4.449)] 2024-10-15 20:15:43,777 - Train: 5.81% [72700/1251000] [58.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002975] [CE 4.069 (4.458)] [KD 4.205 (4.419)] 2024-10-15 20:15:56,021 - Train: 5.82% [72750/1251000] [58.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.505 (4.439)] [KD 4.158 (4.395)] 2024-10-15 20:16:07,939 - Train: 5.82% [72800/1251000] [58.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.391 (4.542)] [KD 4.496 (4.413)] 2024-10-15 20:16:19,775 - Train: 5.82% [72850/1251000] [58.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.369 (4.433)] [KD 4.336 (4.387)] 2024-10-15 20:16:31,795 - Train: 5.83% [72900/1251000] [58.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002975] [CE 4.021 (4.444)] [KD 4.279 (4.320)] 2024-10-15 20:16:43,783 - Train: 5.83% [72950/1251000] [58.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.950 (4.478)] [KD 4.656 (4.491)] 2024-10-15 20:16:55,881 - Train: 5.84% [73000/1251000] [58.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.416 (4.508)] [KD 4.530 (4.527)] 2024-10-15 20:17:07,745 - Train: 5.84% [73050/1251000] [58.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 3.985 (4.440)] [KD 4.313 (4.505)] 2024-10-15 20:17:19,581 - Train: 5.84% [73100/1251000] [58.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.596 (4.480)] [KD 4.340 (4.523)] 2024-10-15 20:17:31,524 - Train: 5.85% [73150/1251000] [58.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002975] [CE 4.138 (4.476)] [KD 4.176 (4.395)] 2024-10-15 20:17:43,567 - Train: 5.85% [73200/1251000] [58.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002975] [CE 4.853 (4.472)] [KD 4.745 (4.475)] 2024-10-15 20:17:55,620 - Train: 5.86% [73250/1251000] [58.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002975] [CE 4.551 (4.471)] [KD 4.353 (4.487)] 2024-10-15 20:18:07,676 - Train: 5.86% [73300/1251000] [58.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002975] [CE 4.273 (4.427)] [KD 4.401 (4.467)] 2024-10-15 20:18:19,693 - Train: 5.86% [73350/1251000] [58.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002975] [CE 4.229 (4.459)] [KD 4.389 (4.506)] 2024-10-15 20:18:31,527 - Train: 5.87% [73400/1251000] [58.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002975] [CE 4.244 (4.463)] [KD 4.542 (4.545)] 2024-10-15 20:18:43,329 - Train: 5.87% [73450/1251000] [58.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.759 (4.547)] [KD 4.731 (4.625)] 2024-10-15 20:18:55,395 - Train: 5.88% [73500/1251000] [58.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.178 (4.536)] [KD 4.152 (4.481)] 2024-10-15 20:19:07,593 - Train: 5.88% [73550/1251000] [58.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.580 (4.463)] [KD 4.690 (4.493)] 2024-10-15 20:19:19,584 - Train: 5.88% [73600/1251000] [58.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 4.422 (4.509)] [KD 4.648 (4.540)] 2024-10-15 20:19:31,554 - Train: 5.89% [73650/1251000] [58.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.539 (4.535)] [KD 4.524 (4.549)] 2024-10-15 20:19:43,414 - Train: 5.89% [73700/1251000] [58.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002975] [CE 4.254 (4.421)] [KD 4.243 (4.547)] 2024-10-15 20:19:55,316 - Train: 5.90% [73750/1251000] [59.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002975] [CE 4.388 (4.480)] [KD 4.277 (4.490)] 2024-10-15 20:20:07,550 - Train: 5.90% [73800/1251000] [59.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002975] [CE 4.676 (4.483)] [KD 4.742 (4.515)] 2024-10-15 20:20:09,624 - ==> Total time: 5:06:50 Eta: 3 days, 9:33:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:20:23,321 - Train: 5.90% [73850/1251000] [59.0/1000.0] [batch_t 0.236 (0.306)] [data_t 0.009] [optim_t 0.227] [lr 0.002975] [CE 4.656 (4.477)] [KD 4.485 (4.490)] 2024-10-15 20:20:35,127 - Train: 5.91% [73900/1251000] [59.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002975] [CE 5.140 (4.459)] [KD 4.723 (4.435)] 2024-10-15 20:20:47,660 - Train: 5.91% [73950/1251000] [59.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002974] [CE 4.818 (4.480)] [KD 4.940 (4.577)] 2024-10-15 20:20:59,630 - Train: 5.92% [74000/1251000] [59.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002974] [CE 4.952 (4.525)] [KD 4.653 (4.540)] 2024-10-15 20:21:11,481 - Train: 5.92% [74050/1251000] [59.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002974] [CE 4.659 (4.470)] [KD 4.591 (4.422)] 2024-10-15 20:21:23,470 - Train: 5.92% [74100/1251000] [59.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002974] [CE 4.333 (4.551)] [KD 4.637 (4.547)] 2024-10-15 20:21:35,713 - Train: 5.93% [74150/1251000] [59.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002974] [CE 4.331 (4.496)] [KD 4.478 (4.469)] 2024-10-15 20:21:47,661 - Train: 5.93% [74200/1251000] [59.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002974] [CE 3.984 (4.489)] [KD 4.320 (4.491)] 2024-10-15 20:21:59,785 - Train: 5.94% [74250/1251000] [59.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002974] [CE 4.844 (4.451)] [KD 4.713 (4.508)] 2024-10-15 20:22:11,655 - Train: 5.94% [74300/1251000] [59.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002974] [CE 4.629 (4.567)] [KD 4.595 (4.611)] 2024-10-15 20:22:23,722 - Train: 5.94% [74350/1251000] [59.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002974] [CE 4.814 (4.471)] [KD 4.957 (4.541)] 2024-10-15 20:22:35,615 - Train: 5.95% [74400/1251000] [59.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002974] [CE 4.400 (4.483)] [KD 4.586 (4.630)] 2024-10-15 20:22:47,540 - Train: 5.95% [74450/1251000] [59.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002974] [CE 4.691 (4.562)] [KD 4.678 (4.578)] 2024-10-15 20:22:59,457 - Train: 5.96% [74500/1251000] [59.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002974] [CE 4.360 (4.467)] [KD 4.499 (4.487)] 2024-10-15 20:23:11,853 - Train: 5.96% [74550/1251000] [59.6/1000.0] [batch_t 0.378 (0.248)] [data_t 0.009] [optim_t 0.369] [lr 0.002974] [CE 4.713 (4.428)] [KD 4.501 (4.493)] 2024-10-15 20:23:23,713 - Train: 5.96% [74600/1251000] [59.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002974] [CE 4.860 (4.504)] [KD 4.637 (4.527)] 2024-10-15 20:23:35,556 - Train: 5.97% [74650/1251000] [59.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002974] [CE 4.688 (4.498)] [KD 4.592 (4.498)] 2024-10-15 20:23:47,263 - Train: 5.97% [74700/1251000] [59.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002974] [CE 4.423 (4.442)] [KD 4.500 (4.527)] 2024-10-15 20:23:59,857 - Train: 5.98% [74750/1251000] [59.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002974] [CE 4.951 (4.535)] [KD 4.846 (4.515)] 2024-10-15 20:24:11,875 - Train: 5.98% [74800/1251000] [59.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002974] [CE 4.451 (4.494)] [KD 4.724 (4.430)] 2024-10-15 20:24:24,160 - Train: 5.98% [74850/1251000] [59.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002974] [CE 4.415 (4.553)] [KD 4.741 (4.568)] 2024-10-15 20:24:36,163 - Train: 5.99% [74900/1251000] [59.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002974] [CE 4.121 (4.418)] [KD 4.504 (4.499)] 2024-10-15 20:24:48,710 - Train: 5.99% [74950/1251000] [59.9/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002974] [CE 4.315 (4.498)] [KD 4.555 (4.528)] 2024-10-15 20:25:00,456 - Train: 6.00% [75000/1251000] [60.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002974] [CE 4.797 (4.432)] [KD 4.764 (4.442)] 2024-10-15 20:25:12,844 - Train: 6.00% [75050/1251000] [60.0/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002974] [CE 4.710 (4.533)] [KD 4.459 (4.510)] 2024-10-15 20:25:27,374 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 35626] [top5_cnt 45260] [top_all 50000] 2024-10-15 20:25:27,375 - net: 71.252 (90.520) 2024-10-15 20:25:39,712 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38163] [top5_cnt 46551] [top_all 50000] 2024-10-15 20:25:39,712 - net_E: 76.326 (93.102) 2024-10-15 20:25:39,844 - Max [top1: 71.252 (epoch: 60)] [top1-ema: 76.326 (epoch: 60)] 2024-10-15 20:25:39,845 - ==> Total time: 5:12:20 Eta: 3 days, 9:33:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:25:56,612 - Train: 6.00% [75100/1251000] [60.0/1000.0] [batch_t 0.451 (0.277)] [data_t 0.009] [optim_t 0.442] [lr 0.002974] [CE 4.560 (4.531)] [KD 4.485 (4.420)] 2024-10-15 20:26:08,881 - Train: 6.01% [75150/1251000] [60.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002974] [CE 4.503 (4.453)] [KD 4.600 (4.443)] 2024-10-15 20:26:20,647 - Train: 6.01% [75200/1251000] [60.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002974] [CE 4.530 (4.518)] [KD 4.349 (4.535)] 2024-10-15 20:26:33,003 - Train: 6.02% [75250/1251000] [60.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002974] [CE 5.011 (4.483)] [KD 4.644 (4.423)] 2024-10-15 20:26:45,776 - Train: 6.02% [75300/1251000] [60.2/1000.0] [batch_t 0.456 (0.255)] [data_t 0.009] [optim_t 0.447] [lr 0.002974] [CE 4.589 (4.511)] [KD 4.347 (4.432)] 2024-10-15 20:26:57,977 - Train: 6.02% [75350/1251000] [60.2/1000.0] [batch_t 0.369 (0.244)] [data_t 0.009] [optim_t 0.360] [lr 0.002973] [CE 3.828 (4.442)] [KD 4.096 (4.442)] 2024-10-15 20:27:09,744 - Train: 6.03% [75400/1251000] [60.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002973] [CE 4.377 (4.501)] [KD 4.247 (4.521)] 2024-10-15 20:27:21,810 - Train: 6.03% [75450/1251000] [60.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002973] [CE 4.215 (4.464)] [KD 4.519 (4.464)] 2024-10-15 20:27:33,667 - Train: 6.04% [75500/1251000] [60.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002973] [CE 4.617 (4.460)] [KD 4.457 (4.471)] 2024-10-15 20:27:45,638 - Train: 6.04% [75550/1251000] [60.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.306 (4.434)] [KD 4.434 (4.461)] 2024-10-15 20:27:57,818 - Train: 6.04% [75600/1251000] [60.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.570 (4.546)] [KD 4.301 (4.546)] 2024-10-15 20:28:09,828 - Train: 6.05% [75650/1251000] [60.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002973] [CE 4.279 (4.494)] [KD 4.326 (4.542)] 2024-10-15 20:28:21,738 - Train: 6.05% [75700/1251000] [60.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002973] [CE 4.369 (4.499)] [KD 4.424 (4.462)] 2024-10-15 20:28:33,968 - Train: 6.06% [75750/1251000] [60.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002973] [CE 4.963 (4.581)] [KD 4.658 (4.544)] 2024-10-15 20:28:45,974 - Train: 6.06% [75800/1251000] [60.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.595 (4.433)] [KD 4.447 (4.389)] 2024-10-15 20:28:57,694 - Train: 6.06% [75850/1251000] [60.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002973] [CE 4.330 (4.438)] [KD 4.792 (4.462)] 2024-10-15 20:29:09,986 - Train: 6.07% [75900/1251000] [60.7/1000.0] [batch_t 0.311 (0.246)] [data_t 0.009] [optim_t 0.302] [lr 0.002973] [CE 4.122 (4.473)] [KD 4.458 (4.469)] 2024-10-15 20:29:21,923 - Train: 6.07% [75950/1251000] [60.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002973] [CE 4.730 (4.514)] [KD 4.210 (4.549)] 2024-10-15 20:29:33,775 - Train: 6.08% [76000/1251000] [60.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002973] [CE 4.056 (4.512)] [KD 4.165 (4.523)] 2024-10-15 20:29:45,791 - Train: 6.08% [76050/1251000] [60.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002973] [CE 4.983 (4.436)] [KD 4.856 (4.455)] 2024-10-15 20:29:57,733 - Train: 6.08% [76100/1251000] [60.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002973] [CE 4.725 (4.450)] [KD 4.478 (4.496)] 2024-10-15 20:30:09,753 - Train: 6.09% [76150/1251000] [60.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002973] [CE 4.199 (4.454)] [KD 4.408 (4.473)] 2024-10-15 20:30:22,053 - Train: 6.09% [76200/1251000] [60.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002973] [CE 4.479 (4.547)] [KD 4.352 (4.518)] 2024-10-15 20:30:33,973 - Train: 6.10% [76250/1251000] [61.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002973] [CE 4.728 (4.430)] [KD 4.494 (4.464)] 2024-10-15 20:30:45,794 - Train: 6.10% [76300/1251000] [61.0/1000.0] [batch_t 0.261 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.002973] [CE 3.835 (4.418)] [KD 3.971 (4.464)] 2024-10-15 20:30:48,329 - ==> Total time: 5:17:28 Eta: 3 days, 9:27:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:31:01,566 - Train: 6.10% [76350/1251000] [61.0/1000.0] [batch_t 0.233 (0.305)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.359 (4.464)] [KD 4.210 (4.382)] 2024-10-15 20:31:13,852 - Train: 6.11% [76400/1251000] [61.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.129 (4.427)] [KD 4.454 (4.481)] 2024-10-15 20:31:25,904 - Train: 6.11% [76450/1251000] [61.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002973] [CE 4.234 (4.390)] [KD 4.473 (4.503)] 2024-10-15 20:31:37,837 - Train: 6.12% [76500/1251000] [61.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002973] [CE 4.789 (4.504)] [KD 4.680 (4.562)] 2024-10-15 20:31:49,790 - Train: 6.12% [76550/1251000] [61.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002973] [CE 4.529 (4.520)] [KD 4.225 (4.474)] 2024-10-15 20:32:01,696 - Train: 6.12% [76600/1251000] [61.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002973] [CE 4.287 (4.353)] [KD 4.236 (4.302)] 2024-10-15 20:32:13,928 - Train: 6.13% [76650/1251000] [61.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002973] [CE 4.374 (4.556)] [KD 4.339 (4.544)] 2024-10-15 20:32:25,897 - Train: 6.13% [76700/1251000] [61.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002973] [CE 4.428 (4.473)] [KD 4.261 (4.451)] 2024-10-15 20:32:37,863 - Train: 6.14% [76750/1251000] [61.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002973] [CE 4.184 (4.472)] [KD 4.603 (4.491)] 2024-10-15 20:32:49,848 - Train: 6.14% [76800/1251000] [61.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002972] [CE 4.172 (4.522)] [KD 4.460 (4.503)] 2024-10-15 20:33:01,997 - Train: 6.14% [76850/1251000] [61.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.546 (4.487)] [KD 4.433 (4.472)] 2024-10-15 20:33:13,821 - Train: 6.15% [76900/1251000] [61.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.001 (4.440)] [KD 4.096 (4.374)] 2024-10-15 20:33:25,994 - Train: 6.15% [76950/1251000] [61.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.559 (4.532)] [KD 4.600 (4.523)] 2024-10-15 20:33:37,964 - Train: 6.16% [77000/1251000] [61.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.464 (4.443)] [KD 4.523 (4.450)] 2024-10-15 20:33:49,945 - Train: 6.16% [77050/1251000] [61.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.476 (4.472)] [KD 4.397 (4.438)] 2024-10-15 20:34:02,017 - Train: 6.16% [77100/1251000] [61.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002972] [CE 4.509 (4.509)] [KD 4.626 (4.514)] 2024-10-15 20:34:14,392 - Train: 6.17% [77150/1251000] [61.7/1000.0] [batch_t 0.379 (0.247)] [data_t 0.009] [optim_t 0.370] [lr 0.002972] [CE 4.088 (4.467)] [KD 4.322 (4.380)] 2024-10-15 20:34:26,283 - Train: 6.17% [77200/1251000] [61.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002972] [CE 4.352 (4.468)] [KD 4.312 (4.483)] 2024-10-15 20:34:38,565 - Train: 6.18% [77250/1251000] [61.8/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002972] [CE 4.368 (4.526)] [KD 4.548 (4.468)] 2024-10-15 20:34:50,305 - Train: 6.18% [77300/1251000] [61.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002972] [CE 4.760 (4.477)] [KD 4.632 (4.444)] 2024-10-15 20:35:02,451 - Train: 6.18% [77350/1251000] [61.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002972] [CE 4.671 (4.477)] [KD 4.326 (4.474)] 2024-10-15 20:35:14,537 - Train: 6.19% [77400/1251000] [61.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002972] [CE 4.619 (4.459)] [KD 4.673 (4.444)] 2024-10-15 20:35:26,739 - Train: 6.19% [77450/1251000] [61.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.078 (4.466)] [KD 4.347 (4.429)] 2024-10-15 20:35:38,581 - Train: 6.20% [77500/1251000] [62.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002972] [CE 4.336 (4.391)] [KD 4.628 (4.451)] 2024-10-15 20:35:50,495 - Train: 6.20% [77550/1251000] [62.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002972] [CE 4.503 (4.518)] [KD 4.303 (4.524)] 2024-10-15 20:35:53,359 - ==> Total time: 5:22:33 Eta: 3 days, 9:20:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:36:06,530 - Train: 6.20% [77600/1251000] [62.0/1000.0] [batch_t 0.407 (0.305)] [data_t 0.009] [optim_t 0.398] [lr 0.002972] [CE 4.312 (4.467)] [KD 4.467 (4.439)] 2024-10-15 20:36:18,429 - Train: 6.21% [77650/1251000] [62.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002972] [CE 4.640 (4.520)] [KD 4.564 (4.399)] 2024-10-15 20:36:30,585 - Train: 6.21% [77700/1251000] [62.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002972] [CE 4.839 (4.546)] [KD 4.589 (4.476)] 2024-10-15 20:36:42,242 - Train: 6.22% [77750/1251000] [62.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.042 (4.477)] [KD 4.339 (4.473)] 2024-10-15 20:36:53,887 - Train: 6.22% [77800/1251000] [62.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.536 (4.542)] [KD 4.403 (4.490)] 2024-10-15 20:37:06,009 - Train: 6.22% [77850/1251000] [62.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002972] [CE 4.574 (4.587)] [KD 4.494 (4.582)] 2024-10-15 20:37:18,031 - Train: 6.23% [77900/1251000] [62.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002972] [CE 4.620 (4.490)] [KD 4.485 (4.540)] 2024-10-15 20:37:29,834 - Train: 6.23% [77950/1251000] [62.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002972] [CE 4.404 (4.404)] [KD 4.169 (4.448)] 2024-10-15 20:37:41,775 - Train: 6.24% [78000/1251000] [62.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002972] [CE 4.639 (4.488)] [KD 4.465 (4.430)] 2024-10-15 20:37:53,576 - Train: 6.24% [78050/1251000] [62.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002972] [CE 4.082 (4.484)] [KD 3.971 (4.488)] 2024-10-15 20:38:05,554 - Train: 6.24% [78100/1251000] [62.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002972] [CE 4.094 (4.457)] [KD 4.383 (4.417)] 2024-10-15 20:38:17,721 - Train: 6.25% [78150/1251000] [62.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002971] [CE 4.570 (4.436)] [KD 4.857 (4.426)] 2024-10-15 20:38:29,658 - Train: 6.25% [78200/1251000] [62.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002971] [CE 4.480 (4.540)] [KD 4.216 (4.550)] 2024-10-15 20:38:41,651 - Train: 6.25% [78250/1251000] [62.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.712 (4.505)] [KD 4.704 (4.519)] 2024-10-15 20:38:53,690 - Train: 6.26% [78300/1251000] [62.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002971] [CE 4.241 (4.548)] [KD 4.382 (4.610)] 2024-10-15 20:39:05,423 - Train: 6.26% [78350/1251000] [62.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002971] [CE 4.414 (4.484)] [KD 4.397 (4.448)] 2024-10-15 20:39:17,700 - Train: 6.27% [78400/1251000] [62.7/1000.0] [batch_t 0.265 (0.245)] [data_t 0.039] [optim_t 0.226] [lr 0.002971] [CE 4.180 (4.436)] [KD 4.305 (4.435)] 2024-10-15 20:39:29,906 - Train: 6.27% [78450/1251000] [62.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002971] [CE 4.566 (4.414)] [KD 4.454 (4.434)] 2024-10-15 20:39:41,921 - Train: 6.27% [78500/1251000] [62.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002971] [CE 4.650 (4.526)] [KD 4.380 (4.543)] 2024-10-15 20:39:53,932 - Train: 6.28% [78550/1251000] [62.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.235 (4.486)] [KD 4.330 (4.466)] 2024-10-15 20:40:05,942 - Train: 6.28% [78600/1251000] [62.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.597 (4.493)] [KD 4.666 (4.530)] 2024-10-15 20:40:17,934 - Train: 6.29% [78650/1251000] [62.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.305 (4.469)] [KD 4.398 (4.464)] 2024-10-15 20:40:29,809 - Train: 6.29% [78700/1251000] [62.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002971] [CE 4.275 (4.543)] [KD 4.363 (4.535)] 2024-10-15 20:40:41,827 - Train: 6.29% [78750/1251000] [62.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.521 (4.496)] [KD 4.409 (4.491)] 2024-10-15 20:40:53,905 - Train: 6.30% [78800/1251000] [63.0/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002971] [CE 4.302 (4.467)] [KD 4.400 (4.492)] 2024-10-15 20:40:57,013 - ==> Total time: 5:27:37 Eta: 3 days, 9:12:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:41:09,705 - Train: 6.30% [78850/1251000] [63.0/1000.0] [batch_t 0.233 (0.309)] [data_t 0.009] [optim_t 0.224] [lr 0.002971] [CE 4.460 (4.393)] [KD 4.296 (4.356)] 2024-10-15 20:41:21,548 - Train: 6.31% [78900/1251000] [63.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002971] [CE 4.765 (4.510)] [KD 4.433 (4.465)] 2024-10-15 20:41:33,374 - Train: 6.31% [78950/1251000] [63.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002971] [CE 4.643 (4.421)] [KD 4.586 (4.387)] 2024-10-15 20:41:45,328 - Train: 6.31% [79000/1251000] [63.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002971] [CE 4.521 (4.536)] [KD 4.493 (4.459)] 2024-10-15 20:41:57,231 - Train: 6.32% [79050/1251000] [63.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.029 (4.459)] [KD 4.340 (4.451)] 2024-10-15 20:42:09,289 - Train: 6.32% [79100/1251000] [63.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002971] [CE 4.573 (4.492)] [KD 4.323 (4.425)] 2024-10-15 20:42:21,455 - Train: 6.33% [79150/1251000] [63.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002971] [CE 3.989 (4.426)] [KD 4.209 (4.372)] 2024-10-15 20:42:33,296 - Train: 6.33% [79200/1251000] [63.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.435 (4.434)] [KD 4.356 (4.538)] 2024-10-15 20:42:44,997 - Train: 6.33% [79250/1251000] [63.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.221 (4.449)] [KD 4.309 (4.555)] 2024-10-15 20:42:56,890 - Train: 6.34% [79300/1251000] [63.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002971] [CE 4.126 (4.507)] [KD 4.162 (4.434)] 2024-10-15 20:43:08,708 - Train: 6.34% [79350/1251000] [63.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.683 (4.486)] [KD 4.532 (4.384)] 2024-10-15 20:43:20,696 - Train: 6.35% [79400/1251000] [63.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.423 (4.531)] [KD 4.292 (4.486)] 2024-10-15 20:43:32,582 - Train: 6.35% [79450/1251000] [63.5/1000.0] [batch_t 0.299 (0.238)] [data_t 0.009] [optim_t 0.290] [lr 0.002971] [CE 4.571 (4.463)] [KD 4.440 (4.454)] 2024-10-15 20:43:44,465 - Train: 6.35% [79500/1251000] [63.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.528 (4.548)] [KD 4.661 (4.525)] 2024-10-15 20:43:56,438 - Train: 6.36% [79550/1251000] [63.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002970] [CE 4.661 (4.504)] [KD 4.217 (4.441)] 2024-10-15 20:44:08,337 - Train: 6.36% [79600/1251000] [63.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002970] [CE 4.030 (4.514)] [KD 4.128 (4.540)] 2024-10-15 20:44:20,991 - Train: 6.37% [79650/1251000] [63.7/1000.0] [batch_t 0.251 (0.253)] [data_t 0.009] [optim_t 0.243] [lr 0.002970] [CE 4.335 (4.526)] [KD 4.617 (4.523)] 2024-10-15 20:44:33,462 - Train: 6.37% [79700/1251000] [63.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002970] [CE 4.387 (4.455)] [KD 4.187 (4.486)] 2024-10-15 20:44:45,737 - Train: 6.37% [79750/1251000] [63.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002970] [CE 4.244 (4.463)] [KD 4.259 (4.413)] 2024-10-15 20:44:58,139 - Train: 6.38% [79800/1251000] [63.8/1000.0] [batch_t 0.259 (0.248)] [data_t 0.009] [optim_t 0.250] [lr 0.002970] [CE 4.199 (4.516)] [KD 4.204 (4.465)] 2024-10-15 20:45:10,507 - Train: 6.38% [79850/1251000] [63.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002970] [CE 4.600 (4.393)] [KD 4.337 (4.380)] 2024-10-15 20:45:22,870 - Train: 6.39% [79900/1251000] [63.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002970] [CE 4.628 (4.504)] [KD 4.282 (4.405)] 2024-10-15 20:45:35,490 - Train: 6.39% [79950/1251000] [63.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002970] [CE 4.409 (4.494)] [KD 4.445 (4.448)] 2024-10-15 20:45:47,605 - Train: 6.39% [80000/1251000] [63.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002970] [CE 4.482 (4.457)] [KD 4.434 (4.445)] 2024-10-15 20:46:00,096 - Train: 6.40% [80050/1251000] [64.0/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.002970] [CE 4.793 (4.460)] [KD 4.639 (4.401)] 2024-10-15 20:46:03,449 - ==> Total time: 5:32:44 Eta: 3 days, 9:06:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:46:16,718 - Train: 6.40% [80100/1251000] [64.0/1000.0] [batch_t 0.233 (0.280)] [data_t 0.009] [optim_t 0.224] [lr 0.002970] [CE 4.345 (4.364)] [KD 4.473 (4.348)] 2024-10-15 20:46:28,647 - Train: 6.41% [80150/1251000] [64.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002970] [CE 4.518 (4.517)] [KD 4.364 (4.424)] 2024-10-15 20:46:40,630 - Train: 6.41% [80200/1251000] [64.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002970] [CE 4.015 (4.520)] [KD 4.296 (4.455)] 2024-10-15 20:46:52,547 - Train: 6.41% [80250/1251000] [64.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002970] [CE 4.582 (4.486)] [KD 4.284 (4.439)] 2024-10-15 20:47:04,715 - Train: 6.42% [80300/1251000] [64.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002970] [CE 4.876 (4.538)] [KD 4.430 (4.460)] 2024-10-15 20:47:16,416 - Train: 6.42% [80350/1251000] [64.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002970] [CE 4.404 (4.488)] [KD 4.288 (4.463)] 2024-10-15 20:47:28,210 - Train: 6.43% [80400/1251000] [64.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002970] [CE 4.561 (4.461)] [KD 4.377 (4.382)] 2024-10-15 20:47:40,077 - Train: 6.43% [80450/1251000] [64.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002970] [CE 4.129 (4.469)] [KD 4.462 (4.377)] 2024-10-15 20:47:51,968 - Train: 6.43% [80500/1251000] [64.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002970] [CE 4.145 (4.526)] [KD 4.103 (4.528)] 2024-10-15 20:48:03,879 - Train: 6.44% [80550/1251000] [64.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002970] [CE 4.783 (4.487)] [KD 4.458 (4.500)] 2024-10-15 20:48:16,024 - Train: 6.44% [80600/1251000] [64.4/1000.0] [batch_t 0.269 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.002970] [CE 4.740 (4.437)] [KD 4.730 (4.435)] 2024-10-15 20:48:28,095 - Train: 6.45% [80650/1251000] [64.5/1000.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.002970] [CE 4.490 (4.425)] [KD 4.375 (4.518)] 2024-10-15 20:48:40,196 - Train: 6.45% [80700/1251000] [64.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002970] [CE 5.063 (4.472)] [KD 4.952 (4.464)] 2024-10-15 20:48:52,150 - Train: 6.45% [80750/1251000] [64.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002970] [CE 4.848 (4.506)] [KD 4.698 (4.439)] 2024-10-15 20:49:04,140 - Train: 6.46% [80800/1251000] [64.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002970] [CE 4.848 (4.481)] [KD 4.575 (4.488)] 2024-10-15 20:49:16,186 - Train: 6.46% [80850/1251000] [64.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002969] [CE 4.368 (4.509)] [KD 4.155 (4.472)] 2024-10-15 20:49:28,769 - Train: 6.47% [80900/1251000] [64.7/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002969] [CE 4.480 (4.521)] [KD 4.817 (4.479)] 2024-10-15 20:49:40,811 - Train: 6.47% [80950/1251000] [64.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002969] [CE 4.317 (4.472)] [KD 4.456 (4.486)] 2024-10-15 20:49:52,808 - Train: 6.47% [81000/1251000] [64.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002969] [CE 4.278 (4.530)] [KD 4.235 (4.498)] 2024-10-15 20:50:04,781 - Train: 6.48% [81050/1251000] [64.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002969] [CE 5.104 (4.482)] [KD 4.732 (4.422)] 2024-10-15 20:50:16,944 - Train: 6.48% [81100/1251000] [64.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002969] [CE 4.635 (4.442)] [KD 4.364 (4.361)] 2024-10-15 20:50:28,928 - Train: 6.49% [81150/1251000] [64.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002969] [CE 4.345 (4.504)] [KD 4.021 (4.405)] 2024-10-15 20:50:40,816 - Train: 6.49% [81200/1251000] [64.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002969] [CE 4.458 (4.494)] [KD 4.316 (4.424)] 2024-10-15 20:50:52,710 - Train: 6.49% [81250/1251000] [64.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002969] [CE 4.919 (4.495)] [KD 4.251 (4.492)] 2024-10-15 20:51:04,937 - Train: 6.50% [81300/1251000] [65.0/1000.0] [batch_t 0.246 (0.244)] [data_t 0.019] [optim_t 0.227] [lr 0.002969] [CE 4.707 (4.457)] [KD 4.393 (4.426)] 2024-10-15 20:51:20,393 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 35533] [top5_cnt 45323] [top_all 50000] 2024-10-15 20:51:20,394 - net: 71.066 (90.646) 2024-10-15 20:51:32,660 - Test (net_E): 100.00% [50/50] [batch_t 0.091 (0.237)] [top1_cnt 38285] [top5_cnt 46625] [top_all 50000] 2024-10-15 20:51:32,661 - net_E: 76.570 (93.250) 2024-10-15 20:51:32,825 - Max [top1: 71.252 (epoch: 60)] [top1-ema: 76.570 (epoch: 65)] 2024-10-15 20:51:32,825 - ==> Total time: 5:38:13 Eta: 3 days, 9:05:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:51:46,122 - Train: 6.50% [81350/1251000] [65.0/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.225] [lr 0.002969] [CE 3.926 (4.384)] [KD 4.257 (4.381)] 2024-10-15 20:51:58,374 - Train: 6.51% [81400/1251000] [65.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002969] [CE 4.795 (4.480)] [KD 4.790 (4.417)] 2024-10-15 20:52:10,207 - Train: 6.51% [81450/1251000] [65.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002969] [CE 4.006 (4.539)] [KD 4.091 (4.509)] 2024-10-15 20:52:22,225 - Train: 6.51% [81500/1251000] [65.1/1000.0] [batch_t 0.284 (0.240)] [data_t 0.009] [optim_t 0.276] [lr 0.002969] [CE 4.366 (4.509)] [KD 4.483 (4.475)] 2024-10-15 20:52:34,239 - Train: 6.52% [81550/1251000] [65.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002969] [CE 4.564 (4.515)] [KD 4.529 (4.486)] 2024-10-15 20:52:46,627 - Train: 6.52% [81600/1251000] [65.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002969] [CE 4.816 (4.553)] [KD 4.601 (4.485)] 2024-10-15 20:52:58,481 - Train: 6.53% [81650/1251000] [65.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002969] [CE 4.158 (4.470)] [KD 4.344 (4.367)] 2024-10-15 20:53:10,438 - Train: 6.53% [81700/1251000] [65.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002969] [CE 4.603 (4.352)] [KD 4.616 (4.398)] 2024-10-15 20:53:22,756 - Train: 6.53% [81750/1251000] [65.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002969] [CE 4.292 (4.450)] [KD 4.433 (4.436)] 2024-10-15 20:53:34,628 - Train: 6.54% [81800/1251000] [65.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002969] [CE 4.508 (4.520)] [KD 4.274 (4.458)] 2024-10-15 20:53:46,347 - Train: 6.54% [81850/1251000] [65.4/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002969] [CE 4.529 (4.442)] [KD 4.338 (4.400)] 2024-10-15 20:53:58,374 - Train: 6.55% [81900/1251000] [65.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002969] [CE 4.649 (4.448)] [KD 4.634 (4.413)] 2024-10-15 20:54:10,641 - Train: 6.55% [81950/1251000] [65.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002969] [CE 4.366 (4.473)] [KD 4.493 (4.484)] 2024-10-15 20:54:22,387 - Train: 6.55% [82000/1251000] [65.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002969] [CE 3.838 (4.464)] [KD 4.224 (4.463)] 2024-10-15 20:54:34,383 - Train: 6.56% [82050/1251000] [65.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002969] [CE 4.303 (4.542)] [KD 4.573 (4.430)] 2024-10-15 20:54:46,490 - Train: 6.56% [82100/1251000] [65.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002969] [CE 4.197 (4.493)] [KD 4.377 (4.490)] 2024-10-15 20:54:58,808 - Train: 6.57% [82150/1251000] [65.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002969] [CE 4.746 (4.514)] [KD 4.578 (4.486)] 2024-10-15 20:55:10,539 - Train: 6.57% [82200/1251000] [65.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.636 (4.504)] [KD 4.168 (4.425)] 2024-10-15 20:55:22,872 - Train: 6.57% [82250/1251000] [65.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002968] [CE 4.132 (4.508)] [KD 4.421 (4.456)] 2024-10-15 20:55:34,702 - Train: 6.58% [82300/1251000] [65.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.545 (4.482)] [KD 4.496 (4.518)] 2024-10-15 20:55:46,789 - Train: 6.58% [82350/1251000] [65.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002968] [CE 4.404 (4.446)] [KD 4.223 (4.452)] 2024-10-15 20:55:59,424 - Train: 6.59% [82400/1251000] [65.9/1000.0] [batch_t 0.242 (0.253)] [data_t 0.009] [optim_t 0.233] [lr 0.002968] [CE 4.296 (4.569)] [KD 4.653 (4.551)] 2024-10-15 20:56:11,462 - Train: 6.59% [82450/1251000] [65.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.916 (4.460)] [KD 5.188 (4.552)] 2024-10-15 20:56:24,052 - Train: 6.59% [82500/1251000] [65.9/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.002968] [CE 4.416 (4.485)] [KD 4.487 (4.424)] 2024-10-15 20:56:36,367 - Train: 6.60% [82550/1251000] [66.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002968] [CE 4.260 (4.462)] [KD 4.600 (4.540)] 2024-10-15 20:56:40,078 - ==> Total time: 5:43:20 Eta: 3 days, 8:58:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 20:56:52,109 - Train: 6.60% [82600/1251000] [66.0/1000.0] [batch_t 0.239 (0.312)] [data_t 0.009] [optim_t 0.230] [lr 0.002968] [CE 4.787 (4.428)] [KD 4.882 (4.607)] 2024-10-15 20:57:04,116 - Train: 6.61% [82650/1251000] [66.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.565 (4.479)] [KD 4.615 (4.500)] 2024-10-15 20:57:15,959 - Train: 6.61% [82700/1251000] [66.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.218 (4.452)] [KD 4.134 (4.361)] 2024-10-15 20:57:28,433 - Train: 6.61% [82750/1251000] [66.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002968] [CE 4.171 (4.505)] [KD 4.428 (4.402)] 2024-10-15 20:57:40,357 - Train: 6.62% [82800/1251000] [66.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.624 (4.476)] [KD 4.526 (4.444)] 2024-10-15 20:57:52,487 - Train: 6.62% [82850/1251000] [66.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.764 (4.460)] [KD 4.636 (4.456)] 2024-10-15 20:58:04,456 - Train: 6.63% [82900/1251000] [66.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.145 (4.493)] [KD 4.608 (4.498)] 2024-10-15 20:58:16,520 - Train: 6.63% [82950/1251000] [66.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.746 (4.465)] [KD 4.399 (4.447)] 2024-10-15 20:58:28,315 - Train: 6.63% [83000/1251000] [66.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.417 (4.449)] [KD 4.507 (4.447)] 2024-10-15 20:58:40,414 - Train: 6.64% [83050/1251000] [66.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002968] [CE 4.579 (4.483)] [KD 4.617 (4.481)] 2024-10-15 20:58:52,710 - Train: 6.64% [83100/1251000] [66.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.455 (4.491)] [KD 4.420 (4.521)] 2024-10-15 20:59:05,241 - Train: 6.65% [83150/1251000] [66.5/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002968] [CE 4.422 (4.372)] [KD 4.416 (4.415)] 2024-10-15 20:59:17,393 - Train: 6.65% [83200/1251000] [66.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.128 (4.451)] [KD 4.127 (4.383)] 2024-10-15 20:59:29,341 - Train: 6.65% [83250/1251000] [66.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.451 (4.506)] [KD 4.417 (4.422)] 2024-10-15 20:59:41,284 - Train: 6.66% [83300/1251000] [66.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002968] [CE 4.334 (4.473)] [KD 4.398 (4.423)] 2024-10-15 20:59:53,574 - Train: 6.66% [83350/1251000] [66.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002968] [CE 4.220 (4.396)] [KD 4.288 (4.391)] 2024-10-15 21:00:05,412 - Train: 6.67% [83400/1251000] [66.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002968] [CE 4.691 (4.548)] [KD 4.491 (4.416)] 2024-10-15 21:00:17,405 - Train: 6.67% [83450/1251000] [66.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002968] [CE 4.468 (4.435)] [KD 4.395 (4.479)] 2024-10-15 21:00:29,361 - Train: 6.67% [83500/1251000] [66.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002967] [CE 4.201 (4.444)] [KD 4.286 (4.483)] 2024-10-15 21:00:41,511 - Train: 6.68% [83550/1251000] [66.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 5.045 (4.513)] [KD 4.355 (4.498)] 2024-10-15 21:00:53,405 - Train: 6.68% [83600/1251000] [66.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002967] [CE 4.645 (4.445)] [KD 4.510 (4.438)] 2024-10-15 21:01:05,388 - Train: 6.69% [83650/1251000] [66.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002967] [CE 4.316 (4.497)] [KD 4.289 (4.435)] 2024-10-15 21:01:17,469 - Train: 6.69% [83700/1251000] [66.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.816 (4.537)] [KD 4.684 (4.443)] 2024-10-15 21:01:29,705 - Train: 6.69% [83750/1251000] [66.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 4.694 (4.444)] [KD 4.431 (4.446)] 2024-10-15 21:01:41,567 - Train: 6.70% [83800/1251000] [67.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 4.581 (4.522)] [KD 4.429 (4.524)] 2024-10-15 21:01:45,631 - ==> Total time: 5:48:26 Eta: 3 days, 8:52:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:01:57,373 - Train: 6.70% [83850/1251000] [67.0/1000.0] [batch_t 0.234 (0.309)] [data_t 0.009] [optim_t 0.225] [lr 0.002967] [CE 4.333 (4.441)] [KD 4.428 (4.371)] 2024-10-15 21:02:09,301 - Train: 6.71% [83900/1251000] [67.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.600 (4.429)] [KD 4.445 (4.353)] 2024-10-15 21:02:21,237 - Train: 6.71% [83950/1251000] [67.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002967] [CE 4.509 (4.475)] [KD 4.273 (4.358)] 2024-10-15 21:02:33,271 - Train: 6.71% [84000/1251000] [67.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.647 (4.417)] [KD 4.424 (4.349)] 2024-10-15 21:02:45,587 - Train: 6.72% [84050/1251000] [67.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 4.632 (4.359)] [KD 4.327 (4.304)] 2024-10-15 21:02:57,459 - Train: 6.72% [84100/1251000] [67.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.793 (4.449)] [KD 4.832 (4.444)] 2024-10-15 21:03:09,231 - Train: 6.73% [84150/1251000] [67.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002967] [CE 4.636 (4.413)] [KD 4.537 (4.345)] 2024-10-15 21:03:21,078 - Train: 6.73% [84200/1251000] [67.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.529 (4.405)] [KD 4.622 (4.443)] 2024-10-15 21:03:33,071 - Train: 6.73% [84250/1251000] [67.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 4.573 (4.486)] [KD 4.434 (4.467)] 2024-10-15 21:03:45,278 - Train: 6.74% [84300/1251000] [67.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.709 (4.496)] [KD 4.370 (4.522)] 2024-10-15 21:03:56,988 - Train: 6.74% [84350/1251000] [67.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002967] [CE 4.195 (4.473)] [KD 4.311 (4.527)] 2024-10-15 21:04:09,314 - Train: 6.75% [84400/1251000] [67.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.833 (4.464)] [KD 4.455 (4.516)] 2024-10-15 21:04:21,508 - Train: 6.75% [84450/1251000] [67.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002967] [CE 4.217 (4.462)] [KD 4.499 (4.397)] 2024-10-15 21:04:33,965 - Train: 6.75% [84500/1251000] [67.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002967] [CE 4.210 (4.440)] [KD 4.086 (4.455)] 2024-10-15 21:04:45,685 - Train: 6.76% [84550/1251000] [67.6/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002967] [CE 4.885 (4.501)] [KD 4.478 (4.448)] 2024-10-15 21:04:58,093 - Train: 6.76% [84600/1251000] [67.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002967] [CE 3.958 (4.411)] [KD 4.031 (4.385)] 2024-10-15 21:05:09,972 - Train: 6.77% [84650/1251000] [67.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002967] [CE 4.406 (4.531)] [KD 4.310 (4.450)] 2024-10-15 21:05:21,988 - Train: 6.77% [84700/1251000] [67.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002967] [CE 4.789 (4.454)] [KD 4.210 (4.377)] 2024-10-15 21:05:34,029 - Train: 6.77% [84750/1251000] [67.7/1000.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002966] [CE 4.871 (4.520)] [KD 4.811 (4.494)] 2024-10-15 21:05:46,123 - Train: 6.78% [84800/1251000] [67.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 3.894 (4.521)] [KD 4.018 (4.464)] 2024-10-15 21:05:58,045 - Train: 6.78% [84850/1251000] [67.8/1000.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.002966] [CE 4.628 (4.532)] [KD 4.623 (4.423)] 2024-10-15 21:06:10,570 - Train: 6.79% [84900/1251000] [67.9/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002966] [CE 4.387 (4.473)] [KD 4.096 (4.385)] 2024-10-15 21:06:22,418 - Train: 6.79% [84950/1251000] [67.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002966] [CE 4.387 (4.524)] [KD 4.416 (4.485)] 2024-10-15 21:06:34,514 - Train: 6.79% [85000/1251000] [67.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.621 (4.412)] [KD 4.622 (4.322)] 2024-10-15 21:06:46,615 - Train: 6.80% [85050/1251000] [68.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.613 (4.541)] [KD 4.586 (4.504)] 2024-10-15 21:06:50,946 - ==> Total time: 5:53:31 Eta: 3 days, 8:45:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:07:02,445 - Train: 6.80% [85100/1251000] [68.0/1000.0] [batch_t 0.237 (0.309)] [data_t 0.009] [optim_t 0.228] [lr 0.002966] [CE 4.391 (4.481)] [KD 4.485 (4.359)] 2024-10-15 21:07:14,546 - Train: 6.81% [85150/1251000] [68.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002966] [CE 4.302 (4.536)] [KD 4.286 (4.414)] 2024-10-15 21:07:26,818 - Train: 6.81% [85200/1251000] [68.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.897 (4.407)] [KD 4.597 (4.348)] 2024-10-15 21:07:38,701 - Train: 6.81% [85250/1251000] [68.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.713 (4.415)] [KD 4.371 (4.345)] 2024-10-15 21:07:50,878 - Train: 6.82% [85300/1251000] [68.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.235 (4.416)] [KD 4.250 (4.308)] 2024-10-15 21:08:02,599 - Train: 6.82% [85350/1251000] [68.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002966] [CE 5.166 (4.501)] [KD 4.858 (4.401)] 2024-10-15 21:08:14,364 - Train: 6.83% [85400/1251000] [68.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002966] [CE 4.594 (4.431)] [KD 4.535 (4.407)] 2024-10-15 21:08:26,156 - Train: 6.83% [85450/1251000] [68.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.559 (4.547)] [KD 4.437 (4.386)] 2024-10-15 21:08:38,070 - Train: 6.83% [85500/1251000] [68.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.732 (4.466)] [KD 4.323 (4.334)] 2024-10-15 21:08:50,247 - Train: 6.84% [85550/1251000] [68.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002966] [CE 3.990 (4.447)] [KD 4.346 (4.400)] 2024-10-15 21:09:02,042 - Train: 6.84% [85600/1251000] [68.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002966] [CE 4.513 (4.460)] [KD 4.349 (4.418)] 2024-10-15 21:09:13,812 - Train: 6.85% [85650/1251000] [68.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002966] [CE 3.846 (4.534)] [KD 4.217 (4.469)] 2024-10-15 21:09:25,845 - Train: 6.85% [85700/1251000] [68.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002966] [CE 4.238 (4.485)] [KD 4.362 (4.435)] 2024-10-15 21:09:37,649 - Train: 6.85% [85750/1251000] [68.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.566 (4.509)] [KD 4.712 (4.370)] 2024-10-15 21:09:49,371 - Train: 6.86% [85800/1251000] [68.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.488 (4.426)] [KD 4.299 (4.453)] 2024-10-15 21:10:01,302 - Train: 6.86% [85850/1251000] [68.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.788 (4.479)] [KD 4.661 (4.380)] 2024-10-15 21:10:13,240 - Train: 6.87% [85900/1251000] [68.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002966] [CE 4.422 (4.507)] [KD 4.262 (4.429)] 2024-10-15 21:10:25,166 - Train: 6.87% [85950/1251000] [68.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.730 (4.537)] [KD 4.404 (4.436)] 2024-10-15 21:10:37,079 - Train: 6.87% [86000/1251000] [68.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002966] [CE 4.420 (4.388)] [KD 4.233 (4.361)] 2024-10-15 21:10:48,763 - Train: 6.88% [86050/1251000] [68.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.427 (4.474)] [KD 4.263 (4.434)] 2024-10-15 21:11:00,673 - Train: 6.88% [86100/1251000] [68.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002965] [CE 3.933 (4.441)] [KD 4.338 (4.449)] 2024-10-15 21:11:12,507 - Train: 6.89% [86150/1251000] [68.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.572 (4.487)] [KD 4.086 (4.383)] 2024-10-15 21:11:24,450 - Train: 6.89% [86200/1251000] [68.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002965] [CE 4.368 (4.435)] [KD 4.342 (4.370)] 2024-10-15 21:11:36,225 - Train: 6.89% [86250/1251000] [68.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002965] [CE 4.756 (4.515)] [KD 4.305 (4.434)] 2024-10-15 21:11:48,196 - Train: 6.90% [86300/1251000] [69.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.501 (4.556)] [KD 4.446 (4.410)] 2024-10-15 21:11:52,628 - ==> Total time: 5:58:33 Eta: 3 days, 8:37:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:12:03,670 - Train: 6.90% [86350/1251000] [69.0/1000.0] [batch_t 0.234 (0.308)] [data_t 0.009] [optim_t 0.225] [lr 0.002965] [CE 4.073 (4.501)] [KD 4.139 (4.325)] 2024-10-15 21:12:15,773 - Train: 6.91% [86400/1251000] [69.1/1000.0] [batch_t 0.342 (0.242)] [data_t 0.009] [optim_t 0.333] [lr 0.002965] [CE 4.201 (4.411)] [KD 4.117 (4.359)] 2024-10-15 21:12:27,890 - Train: 6.91% [86450/1251000] [69.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 5.010 (4.455)] [KD 4.716 (4.349)] 2024-10-15 21:12:39,781 - Train: 6.91% [86500/1251000] [69.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002965] [CE 4.259 (4.446)] [KD 4.372 (4.394)] 2024-10-15 21:12:51,934 - Train: 6.92% [86550/1251000] [69.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002965] [CE 4.803 (4.502)] [KD 4.581 (4.421)] 2024-10-15 21:13:04,149 - Train: 6.92% [86600/1251000] [69.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.762 (4.407)] [KD 4.494 (4.350)] 2024-10-15 21:13:16,272 - Train: 6.93% [86650/1251000] [69.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002965] [CE 4.659 (4.468)] [KD 4.474 (4.452)] 2024-10-15 21:13:28,146 - Train: 6.93% [86700/1251000] [69.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.260 (4.414)] [KD 4.309 (4.400)] 2024-10-15 21:13:40,531 - Train: 6.93% [86750/1251000] [69.3/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.002965] [CE 4.236 (4.466)] [KD 4.294 (4.380)] 2024-10-15 21:13:53,069 - Train: 6.94% [86800/1251000] [69.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 5.055 (4.468)] [KD 4.513 (4.351)] 2024-10-15 21:14:05,232 - Train: 6.94% [86850/1251000] [69.4/1000.0] [batch_t 0.269 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.002965] [CE 3.983 (4.556)] [KD 4.028 (4.434)] 2024-10-15 21:14:17,543 - Train: 6.95% [86900/1251000] [69.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002965] [CE 4.464 (4.408)] [KD 4.401 (4.369)] 2024-10-15 21:14:29,802 - Train: 6.95% [86950/1251000] [69.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.137 (4.496)] [KD 4.332 (4.415)] 2024-10-15 21:14:41,546 - Train: 6.95% [87000/1251000] [69.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.405 (4.454)] [KD 4.605 (4.472)] 2024-10-15 21:14:53,783 - Train: 6.96% [87050/1251000] [69.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.002965] [CE 3.936 (4.468)] [KD 4.202 (4.457)] 2024-10-15 21:15:06,035 - Train: 6.96% [87100/1251000] [69.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002965] [CE 4.301 (4.432)] [KD 4.361 (4.419)] 2024-10-15 21:15:17,987 - Train: 6.97% [87150/1251000] [69.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002965] [CE 4.522 (4.495)] [KD 4.391 (4.404)] 2024-10-15 21:15:29,791 - Train: 6.97% [87200/1251000] [69.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002965] [CE 4.020 (4.419)] [KD 4.190 (4.383)] 2024-10-15 21:15:41,736 - Train: 6.97% [87250/1251000] [69.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002964] [CE 4.516 (4.447)] [KD 4.521 (4.364)] 2024-10-15 21:15:53,826 - Train: 6.98% [87300/1251000] [69.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002964] [CE 4.767 (4.446)] [KD 4.590 (4.454)] 2024-10-15 21:16:05,719 - Train: 6.98% [87350/1251000] [69.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002964] [CE 4.309 (4.479)] [KD 4.456 (4.517)] 2024-10-15 21:16:17,534 - Train: 6.99% [87400/1251000] [69.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002964] [CE 4.543 (4.490)] [KD 4.394 (4.497)] 2024-10-15 21:16:29,654 - Train: 6.99% [87450/1251000] [69.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002964] [CE 4.388 (4.537)] [KD 4.454 (4.418)] 2024-10-15 21:16:42,201 - Train: 6.99% [87500/1251000] [69.9/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002964] [CE 4.308 (4.463)] [KD 4.268 (4.410)] 2024-10-15 21:16:54,110 - Train: 7.00% [87550/1251000] [70.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002964] [CE 4.739 (4.329)] [KD 4.482 (4.412)] 2024-10-15 21:17:11,226 - Test (net): 100.00% [50/50] [batch_t 0.075 (0.244)] [top1_cnt 35476] [top5_cnt 45207] [top_all 50000] 2024-10-15 21:17:11,226 - net: 70.952 (90.414) 2024-10-15 21:17:23,678 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38377] [top5_cnt 46649] [top_all 50000] 2024-10-15 21:17:23,678 - net_E: 76.754 (93.298) 2024-10-15 21:17:23,836 - Max [top1: 71.252 (epoch: 60)] [top1-ema: 76.754 (epoch: 70)] 2024-10-15 21:17:23,836 - ==> Total time: 6:04:04 Eta: 3 days, 8:36:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:17:36,615 - Train: 7.00% [87600/1251000] [70.0/1000.0] [batch_t 0.231 (0.280)] [data_t 0.009] [optim_t 0.222] [lr 0.002964] [CE 4.188 (4.557)] [KD 4.362 (4.363)] 2024-10-15 21:17:48,651 - Train: 7.01% [87650/1251000] [70.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002964] [CE 4.379 (4.481)] [KD 4.173 (4.410)] 2024-10-15 21:18:00,535 - Train: 7.01% [87700/1251000] [70.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002964] [CE 4.303 (4.441)] [KD 4.304 (4.444)] 2024-10-15 21:18:12,600 - Train: 7.01% [87750/1251000] [70.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002964] [CE 5.064 (4.484)] [KD 4.718 (4.440)] 2024-10-15 21:18:24,466 - Train: 7.02% [87800/1251000] [70.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002964] [CE 3.999 (4.417)] [KD 4.461 (4.417)] 2024-10-15 21:18:36,276 - Train: 7.02% [87850/1251000] [70.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002964] [CE 4.561 (4.484)] [KD 4.394 (4.434)] 2024-10-15 21:18:48,310 - Train: 7.03% [87900/1251000] [70.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002964] [CE 4.097 (4.494)] [KD 4.136 (4.408)] 2024-10-15 21:19:00,047 - Train: 7.03% [87950/1251000] [70.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002964] [CE 4.867 (4.476)] [KD 4.436 (4.480)] 2024-10-15 21:19:12,026 - Train: 7.03% [88000/1251000] [70.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002964] [CE 4.759 (4.500)] [KD 4.498 (4.497)] 2024-10-15 21:19:23,856 - Train: 7.04% [88050/1251000] [70.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002964] [CE 4.672 (4.448)] [KD 4.686 (4.485)] 2024-10-15 21:19:35,950 - Train: 7.04% [88100/1251000] [70.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002964] [CE 4.212 (4.351)] [KD 4.261 (4.378)] 2024-10-15 21:19:47,781 - Train: 7.05% [88150/1251000] [70.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002964] [CE 4.730 (4.522)] [KD 4.277 (4.409)] 2024-10-15 21:19:59,834 - Train: 7.05% [88200/1251000] [70.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002964] [CE 4.672 (4.462)] [KD 4.686 (4.430)] 2024-10-15 21:20:12,087 - Train: 7.05% [88250/1251000] [70.5/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.002964] [CE 4.721 (4.462)] [KD 4.352 (4.356)] 2024-10-15 21:20:24,435 - Train: 7.06% [88300/1251000] [70.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002964] [CE 4.024 (4.491)] [KD 4.424 (4.406)] 2024-10-15 21:20:36,597 - Train: 7.06% [88350/1251000] [70.6/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002964] [CE 4.345 (4.423)] [KD 4.462 (4.502)] 2024-10-15 21:20:49,174 - Train: 7.07% [88400/1251000] [70.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002964] [CE 4.913 (4.467)] [KD 4.467 (4.450)] 2024-10-15 21:21:01,003 - Train: 7.07% [88450/1251000] [70.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002964] [CE 4.267 (4.477)] [KD 4.355 (4.469)] 2024-10-15 21:21:13,436 - Train: 7.07% [88500/1251000] [70.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002963] [CE 4.798 (4.419)] [KD 4.535 (4.337)] 2024-10-15 21:21:25,385 - Train: 7.08% [88550/1251000] [70.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002963] [CE 3.871 (4.392)] [KD 4.037 (4.328)] 2024-10-15 21:21:37,633 - Train: 7.08% [88600/1251000] [70.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002963] [CE 4.575 (4.479)] [KD 4.512 (4.456)] 2024-10-15 21:21:49,681 - Train: 7.09% [88650/1251000] [70.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002963] [CE 4.470 (4.451)] [KD 4.681 (4.465)] 2024-10-15 21:22:01,998 - Train: 7.09% [88700/1251000] [70.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002963] [CE 4.729 (4.445)] [KD 4.587 (4.390)] 2024-10-15 21:22:14,212 - Train: 7.09% [88750/1251000] [70.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002963] [CE 4.636 (4.496)] [KD 4.697 (4.358)] 2024-10-15 21:22:26,405 - Train: 7.10% [88800/1251000] [71.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002963] [CE 4.501 (4.447)] [KD 4.559 (4.415)] 2024-10-15 21:22:31,369 - ==> Total time: 6:09:11 Eta: 3 days, 8:30:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:22:42,334 - Train: 7.10% [88850/1251000] [71.0/1000.0] [batch_t 0.235 (0.335)] [data_t 0.009] [optim_t 0.227] [lr 0.002963] [CE 4.384 (4.387)] [KD 4.390 (4.426)] 2024-10-15 21:22:54,405 - Train: 7.11% [88900/1251000] [71.1/1000.0] [batch_t 0.382 (0.241)] [data_t 0.009] [optim_t 0.373] [lr 0.002963] [CE 4.664 (4.465)] [KD 4.454 (4.383)] 2024-10-15 21:23:06,717 - Train: 7.11% [88950/1251000] [71.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002963] [CE 4.380 (4.493)] [KD 4.006 (4.327)] 2024-10-15 21:23:18,615 - Train: 7.11% [89000/1251000] [71.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002963] [CE 4.546 (4.415)] [KD 4.137 (4.307)] 2024-10-15 21:23:30,774 - Train: 7.12% [89050/1251000] [71.2/1000.0] [batch_t 0.464 (0.243)] [data_t 0.009] [optim_t 0.455] [lr 0.002963] [CE 4.158 (4.485)] [KD 3.845 (4.315)] 2024-10-15 21:23:42,889 - Train: 7.12% [89100/1251000] [71.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002963] [CE 4.930 (4.414)] [KD 4.365 (4.335)] 2024-10-15 21:23:54,808 - Train: 7.13% [89150/1251000] [71.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002963] [CE 4.886 (4.445)] [KD 4.499 (4.385)] 2024-10-15 21:24:06,709 - Train: 7.13% [89200/1251000] [71.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002963] [CE 4.733 (4.452)] [KD 4.319 (4.347)] 2024-10-15 21:24:18,923 - Train: 7.13% [89250/1251000] [71.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002963] [CE 4.651 (4.506)] [KD 4.645 (4.399)] 2024-10-15 21:24:30,818 - Train: 7.14% [89300/1251000] [71.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002963] [CE 4.578 (4.459)] [KD 4.313 (4.428)] 2024-10-15 21:24:43,196 - Train: 7.14% [89350/1251000] [71.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002963] [CE 4.786 (4.486)] [KD 4.612 (4.402)] 2024-10-15 21:24:55,221 - Train: 7.15% [89400/1251000] [71.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002963] [CE 4.826 (4.545)] [KD 4.606 (4.495)] 2024-10-15 21:25:07,019 - Train: 7.15% [89450/1251000] [71.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002963] [CE 4.578 (4.544)] [KD 4.626 (4.439)] 2024-10-15 21:25:18,855 - Train: 7.15% [89500/1251000] [71.5/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.002963] [CE 4.135 (4.501)] [KD 4.301 (4.424)] 2024-10-15 21:25:31,362 - Train: 7.16% [89550/1251000] [71.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002963] [CE 4.789 (4.515)] [KD 4.426 (4.442)] 2024-10-15 21:25:43,184 - Train: 7.16% [89600/1251000] [71.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002963] [CE 4.664 (4.369)] [KD 4.534 (4.367)] 2024-10-15 21:25:55,327 - Train: 7.17% [89650/1251000] [71.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002963] [CE 3.819 (4.510)] [KD 4.088 (4.455)] 2024-10-15 21:26:07,390 - Train: 7.17% [89700/1251000] [71.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002962] [CE 4.490 (4.472)] [KD 4.218 (4.357)] 2024-10-15 21:26:19,625 - Train: 7.17% [89750/1251000] [71.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002962] [CE 4.825 (4.464)] [KD 4.567 (4.383)] 2024-10-15 21:26:31,454 - Train: 7.18% [89800/1251000] [71.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002962] [CE 4.419 (4.448)] [KD 4.165 (4.352)] 2024-10-15 21:26:43,657 - Train: 7.18% [89850/1251000] [71.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002962] [CE 4.443 (4.477)] [KD 4.021 (4.331)] 2024-10-15 21:26:55,715 - Train: 7.19% [89900/1251000] [71.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002962] [CE 3.923 (4.471)] [KD 4.252 (4.383)] 2024-10-15 21:27:07,909 - Train: 7.19% [89950/1251000] [71.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002962] [CE 4.836 (4.482)] [KD 4.402 (4.329)] 2024-10-15 21:27:19,912 - Train: 7.19% [90000/1251000] [71.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002962] [CE 4.157 (4.455)] [KD 4.244 (4.455)] 2024-10-15 21:27:32,034 - Train: 7.20% [90050/1251000] [72.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002962] [CE 4.841 (4.525)] [KD 4.480 (4.375)] 2024-10-15 21:27:37,201 - ==> Total time: 6:14:17 Eta: 3 days, 8:24:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:27:48,208 - Train: 7.20% [90100/1251000] [72.0/1000.0] [batch_t 0.233 (0.345)] [data_t 0.009] [optim_t 0.224] [lr 0.002962] [CE 5.113 (4.420)] [KD 4.656 (4.263)] 2024-10-15 21:28:00,465 - Train: 7.21% [90150/1251000] [72.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002962] [CE 4.250 (4.501)] [KD 4.043 (4.351)] 2024-10-15 21:28:12,954 - Train: 7.21% [90200/1251000] [72.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002962] [CE 4.760 (4.368)] [KD 4.509 (4.282)] 2024-10-15 21:28:24,896 - Train: 7.21% [90250/1251000] [72.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002962] [CE 4.137 (4.442)] [KD 4.330 (4.431)] 2024-10-15 21:28:36,596 - Train: 7.22% [90300/1251000] [72.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002962] [CE 4.155 (4.440)] [KD 4.310 (4.322)] 2024-10-15 21:28:48,484 - Train: 7.22% [90350/1251000] [72.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002962] [CE 4.504 (4.432)] [KD 4.193 (4.433)] 2024-10-15 21:29:00,515 - Train: 7.23% [90400/1251000] [72.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002962] [CE 4.602 (4.436)] [KD 4.304 (4.291)] 2024-10-15 21:29:12,527 - Train: 7.23% [90450/1251000] [72.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002962] [CE 4.575 (4.469)] [KD 4.712 (4.456)] 2024-10-15 21:29:24,630 - Train: 7.23% [90500/1251000] [72.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002962] [CE 4.922 (4.484)] [KD 4.579 (4.445)] 2024-10-15 21:29:36,996 - Train: 7.24% [90550/1251000] [72.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002962] [CE 4.785 (4.464)] [KD 4.586 (4.371)] 2024-10-15 21:29:49,370 - Train: 7.24% [90600/1251000] [72.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002962] [CE 4.303 (4.497)] [KD 4.429 (4.391)] 2024-10-15 21:30:01,229 - Train: 7.25% [90650/1251000] [72.5/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.002962] [CE 5.197 (4.439)] [KD 4.816 (4.390)] 2024-10-15 21:30:13,714 - Train: 7.25% [90700/1251000] [72.5/1000.0] [batch_t 0.370 (0.250)] [data_t 0.009] [optim_t 0.362] [lr 0.002962] [CE 4.356 (4.442)] [KD 4.469 (4.350)] 2024-10-15 21:30:25,729 - Train: 7.25% [90750/1251000] [72.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002962] [CE 3.857 (4.435)] [KD 4.174 (4.450)] 2024-10-15 21:30:37,882 - Train: 7.26% [90800/1251000] [72.6/1000.0] [batch_t 0.374 (0.243)] [data_t 0.009] [optim_t 0.365] [lr 0.002962] [CE 4.399 (4.493)] [KD 4.668 (4.491)] 2024-10-15 21:30:49,796 - Train: 7.26% [90850/1251000] [72.6/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002962] [CE 4.630 (4.505)] [KD 4.413 (4.404)] 2024-10-15 21:31:01,896 - Train: 7.27% [90900/1251000] [72.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002961] [CE 4.542 (4.398)] [KD 4.722 (4.337)] 2024-10-15 21:31:13,885 - Train: 7.27% [90950/1251000] [72.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.636 (4.500)] [KD 4.485 (4.429)] 2024-10-15 21:31:26,111 - Train: 7.27% [91000/1251000] [72.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.738 (4.477)] [KD 4.431 (4.429)] 2024-10-15 21:31:38,057 - Train: 7.28% [91050/1251000] [72.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002961] [CE 4.205 (4.417)] [KD 4.235 (4.436)] 2024-10-15 21:31:50,253 - Train: 7.28% [91100/1251000] [72.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.169 (4.444)] [KD 4.473 (4.394)] 2024-10-15 21:32:02,284 - Train: 7.29% [91150/1251000] [72.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.669 (4.452)] [KD 4.531 (4.379)] 2024-10-15 21:32:14,244 - Train: 7.29% [91200/1251000] [72.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002961] [CE 4.212 (4.439)] [KD 4.294 (4.375)] 2024-10-15 21:32:26,283 - Train: 7.29% [91250/1251000] [72.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002961] [CE 4.283 (4.441)] [KD 4.372 (4.410)] 2024-10-15 21:32:38,371 - Train: 7.30% [91300/1251000] [73.0/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002961] [CE 4.290 (4.385)] [KD 4.266 (4.388)] 2024-10-15 21:32:43,863 - ==> Total time: 6:19:24 Eta: 3 days, 8:17:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:32:54,590 - Train: 7.30% [91350/1251000] [73.0/1000.0] [batch_t 0.237 (0.332)] [data_t 0.009] [optim_t 0.229] [lr 0.002961] [CE 4.728 (4.415)] [KD 4.687 (4.400)] 2024-10-15 21:33:06,769 - Train: 7.31% [91400/1251000] [73.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002961] [CE 4.271 (4.437)] [KD 4.291 (4.394)] 2024-10-15 21:33:19,114 - Train: 7.31% [91450/1251000] [73.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002961] [CE 4.301 (4.526)] [KD 4.284 (4.398)] 2024-10-15 21:33:31,133 - Train: 7.31% [91500/1251000] [73.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.581 (4.472)] [KD 4.418 (4.323)] 2024-10-15 21:33:43,033 - Train: 7.32% [91550/1251000] [73.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002961] [CE 4.841 (4.482)] [KD 4.836 (4.455)] 2024-10-15 21:33:54,971 - Train: 7.32% [91600/1251000] [73.2/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002961] [CE 4.645 (4.452)] [KD 4.380 (4.425)] 2024-10-15 21:34:07,135 - Train: 7.33% [91650/1251000] [73.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002961] [CE 4.066 (4.447)] [KD 4.097 (4.438)] 2024-10-15 21:34:19,408 - Train: 7.33% [91700/1251000] [73.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002961] [CE 4.391 (4.453)] [KD 4.421 (4.378)] 2024-10-15 21:34:31,609 - Train: 7.33% [91750/1251000] [73.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002961] [CE 4.595 (4.471)] [KD 4.404 (4.434)] 2024-10-15 21:34:43,441 - Train: 7.34% [91800/1251000] [73.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002961] [CE 4.563 (4.421)] [KD 4.375 (4.409)] 2024-10-15 21:34:55,297 - Train: 7.34% [91850/1251000] [73.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002961] [CE 4.790 (4.511)] [KD 4.616 (4.341)] 2024-10-15 21:35:07,326 - Train: 7.35% [91900/1251000] [73.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002961] [CE 4.387 (4.427)] [KD 4.512 (4.441)] 2024-10-15 21:35:19,434 - Train: 7.35% [91950/1251000] [73.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002961] [CE 4.504 (4.452)] [KD 4.447 (4.407)] 2024-10-15 21:35:31,412 - Train: 7.35% [92000/1251000] [73.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002961] [CE 4.268 (4.369)] [KD 4.452 (4.387)] 2024-10-15 21:35:43,552 - Train: 7.36% [92050/1251000] [73.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002961] [CE 4.750 (4.503)] [KD 4.447 (4.430)] 2024-10-15 21:35:55,510 - Train: 7.36% [92100/1251000] [73.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002960] [CE 4.733 (4.475)] [KD 4.584 (4.423)] 2024-10-15 21:36:07,432 - Train: 7.37% [92150/1251000] [73.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002960] [CE 4.832 (4.448)] [KD 4.657 (4.422)] 2024-10-15 21:36:19,180 - Train: 7.37% [92200/1251000] [73.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002960] [CE 4.481 (4.456)] [KD 4.561 (4.484)] 2024-10-15 21:36:31,187 - Train: 7.37% [92250/1251000] [73.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002960] [CE 4.513 (4.550)] [KD 4.444 (4.405)] 2024-10-15 21:36:43,262 - Train: 7.38% [92300/1251000] [73.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002960] [CE 4.589 (4.465)] [KD 4.518 (4.385)] 2024-10-15 21:36:55,437 - Train: 7.38% [92350/1251000] [73.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002960] [CE 3.953 (4.478)] [KD 4.377 (4.399)] 2024-10-15 21:37:07,344 - Train: 7.39% [92400/1251000] [73.9/1000.0] [batch_t 0.249 (0.238)] [data_t 0.025] [optim_t 0.225] [lr 0.002960] [CE 3.807 (4.417)] [KD 4.309 (4.440)] 2024-10-15 21:37:19,453 - Train: 7.39% [92450/1251000] [73.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002960] [CE 4.735 (4.418)] [KD 4.355 (4.344)] 2024-10-15 21:37:31,548 - Train: 7.39% [92500/1251000] [73.9/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002960] [CE 4.363 (4.499)] [KD 4.385 (4.404)] 2024-10-15 21:37:43,748 - Train: 7.40% [92550/1251000] [74.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002960] [CE 4.535 (4.543)] [KD 4.398 (4.460)] 2024-10-15 21:37:49,416 - ==> Total time: 6:24:30 Eta: 3 days, 8:11:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:38:00,284 - Train: 7.40% [92600/1251000] [74.0/1000.0] [batch_t 0.235 (0.370)] [data_t 0.009] [optim_t 0.226] [lr 0.002960] [CE 4.677 (4.487)] [KD 4.388 (4.284)] 2024-10-15 21:38:12,413 - Train: 7.41% [92650/1251000] [74.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002960] [CE 3.675 (4.383)] [KD 4.017 (4.234)] 2024-10-15 21:38:24,532 - Train: 7.41% [92700/1251000] [74.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002960] [CE 4.619 (4.532)] [KD 4.524 (4.393)] 2024-10-15 21:38:36,384 - Train: 7.41% [92750/1251000] [74.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002960] [CE 4.311 (4.463)] [KD 4.236 (4.374)] 2024-10-15 21:38:48,151 - Train: 7.42% [92800/1251000] [74.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002960] [CE 4.600 (4.422)] [KD 4.337 (4.350)] 2024-10-15 21:39:00,265 - Train: 7.42% [92850/1251000] [74.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002960] [CE 4.401 (4.499)] [KD 4.215 (4.365)] 2024-10-15 21:39:12,303 - Train: 7.43% [92900/1251000] [74.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002960] [CE 4.709 (4.541)] [KD 4.310 (4.363)] 2024-10-15 21:39:24,325 - Train: 7.43% [92950/1251000] [74.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002960] [CE 4.140 (4.440)] [KD 3.968 (4.338)] 2024-10-15 21:39:36,163 - Train: 7.43% [93000/1251000] [74.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002960] [CE 4.653 (4.463)] [KD 4.465 (4.381)] 2024-10-15 21:39:48,272 - Train: 7.44% [93050/1251000] [74.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002960] [CE 4.282 (4.476)] [KD 4.265 (4.407)] 2024-10-15 21:40:00,147 - Train: 7.44% [93100/1251000] [74.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002960] [CE 4.481 (4.471)] [KD 4.354 (4.419)] 2024-10-15 21:40:12,161 - Train: 7.45% [93150/1251000] [74.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002960] [CE 4.414 (4.475)] [KD 4.158 (4.333)] 2024-10-15 21:40:24,099 - Train: 7.45% [93200/1251000] [74.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002960] [CE 4.333 (4.458)] [KD 4.411 (4.354)] 2024-10-15 21:40:36,461 - Train: 7.45% [93250/1251000] [74.5/1000.0] [batch_t 0.399 (0.247)] [data_t 0.009] [optim_t 0.390] [lr 0.002959] [CE 4.653 (4.447)] [KD 4.377 (4.365)] 2024-10-15 21:40:48,621 - Train: 7.46% [93300/1251000] [74.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002959] [CE 4.715 (4.488)] [KD 4.430 (4.427)] 2024-10-15 21:41:00,381 - Train: 7.46% [93350/1251000] [74.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002959] [CE 4.211 (4.502)] [KD 4.290 (4.354)] 2024-10-15 21:41:12,272 - Train: 7.47% [93400/1251000] [74.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002959] [CE 4.065 (4.412)] [KD 4.384 (4.335)] 2024-10-15 21:41:24,426 - Train: 7.47% [93450/1251000] [74.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002959] [CE 4.385 (4.459)] [KD 4.401 (4.417)] 2024-10-15 21:41:36,759 - Train: 7.47% [93500/1251000] [74.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002959] [CE 4.715 (4.454)] [KD 4.452 (4.331)] 2024-10-15 21:41:48,698 - Train: 7.48% [93550/1251000] [74.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002959] [CE 4.186 (4.411)] [KD 4.288 (4.355)] 2024-10-15 21:42:01,082 - Train: 7.48% [93600/1251000] [74.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002959] [CE 4.660 (4.457)] [KD 4.321 (4.354)] 2024-10-15 21:42:13,005 - Train: 7.49% [93650/1251000] [74.9/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002959] [CE 4.827 (4.421)] [KD 4.515 (4.370)] 2024-10-15 21:42:25,328 - Train: 7.49% [93700/1251000] [74.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002959] [CE 4.706 (4.519)] [KD 4.731 (4.489)] 2024-10-15 21:42:37,355 - Train: 7.49% [93750/1251000] [74.9/1000.0] [batch_t 0.266 (0.240)] [data_t 0.009] [optim_t 0.257] [lr 0.002959] [CE 4.372 (4.444)] [KD 4.122 (4.370)] 2024-10-15 21:42:49,584 - Train: 7.50% [93800/1251000] [75.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002959] [CE 4.157 (4.441)] [KD 4.358 (4.361)] 2024-10-15 21:43:08,372 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 35459] [top5_cnt 45199] [top_all 50000] 2024-10-15 21:43:08,372 - net: 70.918 (90.398) 2024-10-15 21:43:20,540 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 38496] [top5_cnt 46675] [top_all 50000] 2024-10-15 21:43:20,540 - net_E: 76.992 (93.350) 2024-10-15 21:43:20,670 - Max [top1: 71.252 (epoch: 60)] [top1-ema: 76.992 (epoch: 75)] 2024-10-15 21:43:20,671 - ==> Total time: 6:30:01 Eta: 3 days, 8:10:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:43:32,858 - Train: 7.50% [93850/1251000] [75.0/1000.0] [batch_t 0.237 (0.286)] [data_t 0.009] [optim_t 0.228] [lr 0.002959] [CE 4.959 (4.426)] [KD 4.650 (4.290)] 2024-10-15 21:43:45,117 - Train: 7.51% [93900/1251000] [75.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002959] [CE 4.227 (4.420)] [KD 4.285 (4.354)] 2024-10-15 21:43:56,874 - Train: 7.51% [93950/1251000] [75.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002959] [CE 4.877 (4.438)] [KD 4.401 (4.358)] 2024-10-15 21:44:09,149 - Train: 7.51% [94000/1251000] [75.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002959] [CE 4.280 (4.454)] [KD 3.934 (4.261)] 2024-10-15 21:44:21,159 - Train: 7.52% [94050/1251000] [75.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002959] [CE 4.320 (4.412)] [KD 4.135 (4.271)] 2024-10-15 21:44:33,227 - Train: 7.52% [94100/1251000] [75.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002959] [CE 4.582 (4.460)] [KD 4.454 (4.345)] 2024-10-15 21:44:45,280 - Train: 7.53% [94150/1251000] [75.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002959] [CE 4.295 (4.421)] [KD 3.952 (4.316)] 2024-10-15 21:44:57,339 - Train: 7.53% [94200/1251000] [75.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002959] [CE 4.548 (4.448)] [KD 4.384 (4.368)] 2024-10-15 21:45:09,304 - Train: 7.53% [94250/1251000] [75.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002959] [CE 4.794 (4.449)] [KD 4.689 (4.448)] 2024-10-15 21:45:21,514 - Train: 7.54% [94300/1251000] [75.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002959] [CE 4.556 (4.494)] [KD 4.681 (4.462)] 2024-10-15 21:45:33,413 - Train: 7.54% [94350/1251000] [75.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002959] [CE 4.904 (4.485)] [KD 4.662 (4.439)] 2024-10-15 21:45:45,483 - Train: 7.55% [94400/1251000] [75.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002958] [CE 4.853 (4.451)] [KD 4.548 (4.391)] 2024-10-15 21:45:57,455 - Train: 7.55% [94450/1251000] [75.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 4.691 (4.429)] [KD 4.311 (4.281)] 2024-10-15 21:46:09,591 - Train: 7.55% [94500/1251000] [75.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 4.857 (4.512)] [KD 4.164 (4.351)] 2024-10-15 21:46:21,428 - Train: 7.56% [94550/1251000] [75.6/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002958] [CE 4.505 (4.414)] [KD 4.695 (4.358)] 2024-10-15 21:46:33,391 - Train: 7.56% [94600/1251000] [75.6/1000.0] [batch_t 0.369 (0.239)] [data_t 0.009] [optim_t 0.360] [lr 0.002958] [CE 4.732 (4.446)] [KD 4.344 (4.394)] 2024-10-15 21:46:45,309 - Train: 7.57% [94650/1251000] [75.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002958] [CE 4.290 (4.440)] [KD 4.176 (4.355)] 2024-10-15 21:46:57,583 - Train: 7.57% [94700/1251000] [75.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002958] [CE 4.411 (4.412)] [KD 4.255 (4.297)] 2024-10-15 21:47:09,484 - Train: 7.57% [94750/1251000] [75.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002958] [CE 4.463 (4.374)] [KD 4.558 (4.316)] 2024-10-15 21:47:21,363 - Train: 7.58% [94800/1251000] [75.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002958] [CE 4.127 (4.450)] [KD 3.957 (4.372)] 2024-10-15 21:47:33,551 - Train: 7.58% [94850/1251000] [75.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002958] [CE 4.747 (4.508)] [KD 4.355 (4.363)] 2024-10-15 21:47:45,575 - Train: 7.59% [94900/1251000] [75.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 4.983 (4.512)] [KD 4.491 (4.364)] 2024-10-15 21:47:57,471 - Train: 7.59% [94950/1251000] [75.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 4.492 (4.419)] [KD 4.602 (4.370)] 2024-10-15 21:48:09,441 - Train: 7.59% [95000/1251000] [75.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002958] [CE 4.475 (4.468)] [KD 4.551 (4.354)] 2024-10-15 21:48:21,445 - Train: 7.60% [95050/1251000] [76.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002958] [CE 4.830 (4.492)] [KD 4.355 (4.407)] 2024-10-15 21:48:27,603 - ==> Total time: 6:35:08 Eta: 3 days, 8:04:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:48:37,529 - Train: 7.60% [95100/1251000] [76.0/1000.0] [batch_t 0.233 (0.350)] [data_t 0.009] [optim_t 0.224] [lr 0.002958] [CE 4.372 (4.376)] [KD 4.590 (4.327)] 2024-10-15 21:48:49,506 - Train: 7.61% [95150/1251000] [76.1/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002958] [CE 4.589 (4.463)] [KD 4.404 (4.268)] 2024-10-15 21:49:01,435 - Train: 7.61% [95200/1251000] [76.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002958] [CE 4.921 (4.448)] [KD 4.777 (4.360)] 2024-10-15 21:49:13,176 - Train: 7.61% [95250/1251000] [76.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002958] [CE 4.520 (4.469)] [KD 4.247 (4.440)] 2024-10-15 21:49:25,447 - Train: 7.62% [95300/1251000] [76.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 4.241 (4.423)] [KD 4.207 (4.399)] 2024-10-15 21:49:37,477 - Train: 7.62% [95350/1251000] [76.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002958] [CE 3.831 (4.377)] [KD 4.154 (4.311)] 2024-10-15 21:49:49,476 - Train: 7.63% [95400/1251000] [76.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002958] [CE 4.197 (4.390)] [KD 4.186 (4.289)] 2024-10-15 21:50:01,568 - Train: 7.63% [95450/1251000] [76.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002958] [CE 5.159 (4.380)] [KD 4.761 (4.372)] 2024-10-15 21:50:13,766 - Train: 7.63% [95500/1251000] [76.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002957] [CE 4.895 (4.404)] [KD 4.255 (4.275)] 2024-10-15 21:50:25,891 - Train: 7.64% [95550/1251000] [76.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.825 (4.466)] [KD 4.508 (4.404)] 2024-10-15 21:50:37,826 - Train: 7.64% [95600/1251000] [76.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002957] [CE 4.244 (4.410)] [KD 4.389 (4.449)] 2024-10-15 21:50:49,749 - Train: 7.65% [95650/1251000] [76.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002957] [CE 4.693 (4.445)] [KD 4.336 (4.463)] 2024-10-15 21:51:02,106 - Train: 7.65% [95700/1251000] [76.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002957] [CE 4.802 (4.423)] [KD 4.520 (4.422)] 2024-10-15 21:51:14,072 - Train: 7.65% [95750/1251000] [76.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.253 (4.445)] [KD 4.384 (4.476)] 2024-10-15 21:51:26,006 - Train: 7.66% [95800/1251000] [76.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.411 (4.420)] [KD 4.446 (4.364)] 2024-10-15 21:51:37,802 - Train: 7.66% [95850/1251000] [76.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002957] [CE 4.081 (4.388)] [KD 4.136 (4.477)] 2024-10-15 21:51:49,923 - Train: 7.67% [95900/1251000] [76.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.745 (4.441)] [KD 4.517 (4.401)] 2024-10-15 21:52:02,018 - Train: 7.67% [95950/1251000] [76.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002957] [CE 4.338 (4.402)] [KD 4.088 (4.343)] 2024-10-15 21:52:14,073 - Train: 7.67% [96000/1251000] [76.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002957] [CE 4.047 (4.473)] [KD 4.347 (4.379)] 2024-10-15 21:52:25,861 - Train: 7.68% [96050/1251000] [76.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.489 (4.434)] [KD 4.497 (4.284)] 2024-10-15 21:52:38,048 - Train: 7.68% [96100/1251000] [76.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002957] [CE 4.498 (4.497)] [KD 4.504 (4.387)] 2024-10-15 21:52:50,152 - Train: 7.69% [96150/1251000] [76.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002957] [CE 4.288 (4.414)] [KD 4.267 (4.347)] 2024-10-15 21:53:02,072 - Train: 7.69% [96200/1251000] [76.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002957] [CE 4.680 (4.438)] [KD 4.264 (4.399)] 2024-10-15 21:53:14,762 - Train: 7.69% [96250/1251000] [76.9/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.002957] [CE 4.794 (4.392)] [KD 4.640 (4.243)] 2024-10-15 21:53:26,997 - Train: 7.70% [96300/1251000] [77.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002957] [CE 4.700 (4.372)] [KD 4.409 (4.262)] 2024-10-15 21:53:33,368 - ==> Total time: 6:40:13 Eta: 3 days, 7:57:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:53:42,789 - Train: 7.70% [96350/1251000] [77.0/1000.0] [batch_t 0.240 (0.341)] [data_t 0.009] [optim_t 0.231] [lr 0.002957] [CE 4.639 (4.554)] [KD 4.454 (4.428)] 2024-10-15 21:53:54,752 - Train: 7.71% [96400/1251000] [77.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002957] [CE 4.546 (4.373)] [KD 4.364 (4.242)] 2024-10-15 21:54:06,566 - Train: 7.71% [96450/1251000] [77.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002957] [CE 4.202 (4.379)] [KD 4.229 (4.309)] 2024-10-15 21:54:18,956 - Train: 7.71% [96500/1251000] [77.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002957] [CE 4.562 (4.446)] [KD 4.224 (4.315)] 2024-10-15 21:54:30,976 - Train: 7.72% [96550/1251000] [77.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002957] [CE 4.306 (4.496)] [KD 4.210 (4.357)] 2024-10-15 21:54:43,338 - Train: 7.72% [96600/1251000] [77.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002957] [CE 4.078 (4.444)] [KD 4.148 (4.414)] 2024-10-15 21:54:55,477 - Train: 7.73% [96650/1251000] [77.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002956] [CE 3.810 (4.422)] [KD 3.832 (4.310)] 2024-10-15 21:55:07,285 - Train: 7.73% [96700/1251000] [77.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002956] [CE 4.683 (4.399)] [KD 4.332 (4.303)] 2024-10-15 21:55:19,067 - Train: 7.73% [96750/1251000] [77.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002956] [CE 4.558 (4.543)] [KD 4.431 (4.477)] 2024-10-15 21:55:31,401 - Train: 7.74% [96800/1251000] [77.4/1000.0] [batch_t 0.396 (0.247)] [data_t 0.009] [optim_t 0.387] [lr 0.002956] [CE 4.482 (4.532)] [KD 4.431 (4.362)] 2024-10-15 21:55:43,745 - Train: 7.74% [96850/1251000] [77.4/1000.0] [batch_t 0.257 (0.247)] [data_t 0.009] [optim_t 0.248] [lr 0.002956] [CE 4.521 (4.460)] [KD 4.273 (4.387)] 2024-10-15 21:55:56,290 - Train: 7.75% [96900/1251000] [77.5/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002956] [CE 3.997 (4.425)] [KD 4.320 (4.302)] 2024-10-15 21:56:08,461 - Train: 7.75% [96950/1251000] [77.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002956] [CE 4.476 (4.414)] [KD 3.930 (4.323)] 2024-10-15 21:56:20,937 - Train: 7.75% [97000/1251000] [77.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002956] [CE 3.776 (4.573)] [KD 4.355 (4.429)] 2024-10-15 21:56:33,157 - Train: 7.76% [97050/1251000] [77.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002956] [CE 4.131 (4.452)] [KD 4.333 (4.439)] 2024-10-15 21:56:45,725 - Train: 7.76% [97100/1251000] [77.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.235] [lr 0.002956] [CE 4.460 (4.510)] [KD 4.362 (4.424)] 2024-10-15 21:56:57,665 - Train: 7.77% [97150/1251000] [77.7/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002956] [CE 4.602 (4.473)] [KD 4.461 (4.303)] 2024-10-15 21:57:10,072 - Train: 7.77% [97200/1251000] [77.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002956] [CE 4.389 (4.481)] [KD 4.366 (4.403)] 2024-10-15 21:57:22,769 - Train: 7.77% [97250/1251000] [77.7/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002956] [CE 4.302 (4.477)] [KD 4.412 (4.506)] 2024-10-15 21:57:34,665 - Train: 7.78% [97300/1251000] [77.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002956] [CE 4.466 (4.459)] [KD 4.611 (4.463)] 2024-10-15 21:57:47,137 - Train: 7.78% [97350/1251000] [77.8/1000.0] [batch_t 0.268 (0.249)] [data_t 0.009] [optim_t 0.260] [lr 0.002956] [CE 4.604 (4.500)] [KD 4.731 (4.460)] 2024-10-15 21:57:59,803 - Train: 7.79% [97400/1251000] [77.9/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002956] [CE 5.030 (4.488)] [KD 4.482 (4.390)] 2024-10-15 21:58:12,309 - Train: 7.79% [97450/1251000] [77.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002956] [CE 4.569 (4.412)] [KD 4.382 (4.378)] 2024-10-15 21:58:24,419 - Train: 7.79% [97500/1251000] [77.9/1000.0] [batch_t 0.299 (0.242)] [data_t 0.009] [optim_t 0.290] [lr 0.002956] [CE 4.391 (4.444)] [KD 4.404 (4.340)] 2024-10-15 21:58:37,090 - Train: 7.80% [97550/1251000] [78.0/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002956] [CE 4.193 (4.413)] [KD 4.258 (4.299)] 2024-10-15 21:58:43,695 - ==> Total time: 6:45:24 Eta: 3 days, 7:52:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 21:58:53,552 - Train: 7.80% [97600/1251000] [78.0/1000.0] [batch_t 0.232 (0.303)] [data_t 0.009] [optim_t 0.223] [lr 0.002956] [CE 4.305 (4.435)] [KD 4.192 (4.390)] 2024-10-15 21:59:05,256 - Train: 7.81% [97650/1251000] [78.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002956] [CE 4.326 (4.446)] [KD 4.240 (4.295)] 2024-10-15 21:59:17,517 - Train: 7.81% [97700/1251000] [78.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002956] [CE 4.874 (4.357)] [KD 4.603 (4.300)] 2024-10-15 21:59:29,768 - Train: 7.81% [97750/1251000] [78.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002955] [CE 4.685 (4.534)] [KD 4.450 (4.373)] 2024-10-15 21:59:41,705 - Train: 7.82% [97800/1251000] [78.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002955] [CE 4.718 (4.455)] [KD 4.368 (4.348)] 2024-10-15 21:59:53,814 - Train: 7.82% [97850/1251000] [78.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002955] [CE 4.517 (4.493)] [KD 4.530 (4.395)] 2024-10-15 22:00:05,834 - Train: 7.83% [97900/1251000] [78.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002955] [CE 4.777 (4.463)] [KD 4.436 (4.415)] 2024-10-15 22:00:17,888 - Train: 7.83% [97950/1251000] [78.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002955] [CE 4.205 (4.499)] [KD 4.228 (4.380)] 2024-10-15 22:00:29,904 - Train: 7.83% [98000/1251000] [78.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002955] [CE 4.382 (4.455)] [KD 4.424 (4.314)] 2024-10-15 22:00:41,955 - Train: 7.84% [98050/1251000] [78.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002955] [CE 4.691 (4.424)] [KD 4.458 (4.379)] 2024-10-15 22:00:53,959 - Train: 7.84% [98100/1251000] [78.4/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002955] [CE 4.018 (4.406)] [KD 4.159 (4.260)] 2024-10-15 22:01:06,049 - Train: 7.85% [98150/1251000] [78.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002955] [CE 4.470 (4.432)] [KD 4.365 (4.387)] 2024-10-15 22:01:18,270 - Train: 7.85% [98200/1251000] [78.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002955] [CE 4.250 (4.511)] [KD 4.312 (4.395)] 2024-10-15 22:01:30,064 - Train: 7.85% [98250/1251000] [78.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002955] [CE 4.868 (4.436)] [KD 4.440 (4.312)] 2024-10-15 22:01:42,073 - Train: 7.86% [98300/1251000] [78.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002955] [CE 3.861 (4.441)] [KD 4.332 (4.364)] 2024-10-15 22:01:54,258 - Train: 7.86% [98350/1251000] [78.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002955] [CE 4.762 (4.427)] [KD 4.576 (4.295)] 2024-10-15 22:02:06,135 - Train: 7.87% [98400/1251000] [78.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002955] [CE 4.445 (4.364)] [KD 4.480 (4.249)] 2024-10-15 22:02:18,117 - Train: 7.87% [98450/1251000] [78.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002955] [CE 3.726 (4.442)] [KD 4.325 (4.341)] 2024-10-15 22:02:30,399 - Train: 7.87% [98500/1251000] [78.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002955] [CE 4.498 (4.398)] [KD 4.482 (4.331)] 2024-10-15 22:02:42,415 - Train: 7.88% [98550/1251000] [78.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002955] [CE 4.687 (4.461)] [KD 4.501 (4.338)] 2024-10-15 22:02:54,383 - Train: 7.88% [98600/1251000] [78.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002955] [CE 4.317 (4.465)] [KD 4.244 (4.384)] 2024-10-15 22:03:06,362 - Train: 7.89% [98650/1251000] [78.9/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002955] [CE 4.579 (4.360)] [KD 4.360 (4.280)] 2024-10-15 22:03:18,625 - Train: 7.89% [98700/1251000] [78.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002955] [CE 4.486 (4.478)] [KD 4.622 (4.348)] 2024-10-15 22:03:31,124 - Train: 7.89% [98750/1251000] [78.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.002955] [CE 4.895 (4.396)] [KD 4.571 (4.337)] 2024-10-15 22:03:43,156 - Train: 7.90% [98800/1251000] [79.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002955] [CE 4.288 (4.495)] [KD 4.385 (4.395)] 2024-10-15 22:03:50,182 - ==> Total time: 6:50:30 Eta: 3 days, 7:45:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:03:59,141 - Train: 7.90% [98850/1251000] [79.0/1000.0] [batch_t 0.235 (0.360)] [data_t 0.009] [optim_t 0.226] [lr 0.002954] [CE 4.527 (4.457)] [KD 4.519 (4.384)] 2024-10-15 22:04:11,290 - Train: 7.91% [98900/1251000] [79.1/1000.0] [batch_t 0.398 (0.243)] [data_t 0.009] [optim_t 0.389] [lr 0.002954] [CE 4.797 (4.451)] [KD 4.181 (4.381)] 2024-10-15 22:04:23,294 - Train: 7.91% [98950/1251000] [79.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002954] [CE 4.077 (4.406)] [KD 4.328 (4.296)] 2024-10-15 22:04:35,752 - Train: 7.91% [99000/1251000] [79.1/1000.0] [batch_t 0.448 (0.249)] [data_t 0.009] [optim_t 0.439] [lr 0.002954] [CE 4.738 (4.478)] [KD 4.719 (4.366)] 2024-10-15 22:04:47,488 - Train: 7.92% [99050/1251000] [79.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 5.019 (4.452)] [KD 4.646 (4.376)] 2024-10-15 22:04:59,389 - Train: 7.92% [99100/1251000] [79.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002954] [CE 4.391 (4.403)] [KD 4.014 (4.276)] 2024-10-15 22:05:11,393 - Train: 7.93% [99150/1251000] [79.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 4.753 (4.496)] [KD 4.377 (4.291)] 2024-10-15 22:05:23,241 - Train: 7.93% [99200/1251000] [79.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 5.076 (4.472)] [KD 4.187 (4.307)] 2024-10-15 22:05:35,236 - Train: 7.93% [99250/1251000] [79.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002954] [CE 4.830 (4.437)] [KD 4.548 (4.343)] 2024-10-15 22:05:47,188 - Train: 7.94% [99300/1251000] [79.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002954] [CE 4.690 (4.444)] [KD 4.346 (4.356)] 2024-10-15 22:05:59,222 - Train: 7.94% [99350/1251000] [79.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002954] [CE 4.424 (4.454)] [KD 4.526 (4.363)] 2024-10-15 22:06:11,046 - Train: 7.95% [99400/1251000] [79.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 4.497 (4.431)] [KD 4.406 (4.416)] 2024-10-15 22:06:23,146 - Train: 7.95% [99450/1251000] [79.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002954] [CE 4.805 (4.403)] [KD 4.374 (4.353)] 2024-10-15 22:06:34,852 - Train: 7.95% [99500/1251000] [79.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002954] [CE 4.303 (4.448)] [KD 4.249 (4.333)] 2024-10-15 22:06:47,012 - Train: 7.96% [99550/1251000] [79.6/1000.0] [batch_t 0.366 (0.243)] [data_t 0.009] [optim_t 0.357] [lr 0.002954] [CE 3.948 (4.482)] [KD 4.028 (4.354)] 2024-10-15 22:06:58,906 - Train: 7.96% [99600/1251000] [79.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002954] [CE 4.717 (4.409)] [KD 4.520 (4.369)] 2024-10-15 22:07:10,876 - Train: 7.97% [99650/1251000] [79.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002954] [CE 4.283 (4.344)] [KD 4.052 (4.252)] 2024-10-15 22:07:22,834 - Train: 7.97% [99700/1251000] [79.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 4.234 (4.399)] [KD 4.257 (4.288)] 2024-10-15 22:07:34,592 - Train: 7.97% [99750/1251000] [79.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002954] [CE 3.654 (4.458)] [KD 4.140 (4.387)] 2024-10-15 22:07:46,664 - Train: 7.98% [99800/1251000] [79.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002954] [CE 4.366 (4.504)] [KD 4.551 (4.487)] 2024-10-15 22:07:58,746 - Train: 7.98% [99850/1251000] [79.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002954] [CE 4.961 (4.416)] [KD 4.452 (4.357)] 2024-10-15 22:08:10,624 - Train: 7.99% [99900/1251000] [79.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002954] [CE 3.996 (4.464)] [KD 4.437 (4.395)] 2024-10-15 22:08:22,662 - Train: 7.99% [99950/1251000] [79.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002953] [CE 5.032 (4.461)] [KD 4.846 (4.412)] 2024-10-15 22:08:34,747 - Train: 7.99% [100000/1251000] [79.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002953] [CE 4.471 (4.471)] [KD 4.283 (4.440)] 2024-10-15 22:08:46,664 - Train: 8.00% [100050/1251000] [80.0/1000.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.002953] [CE 4.413 (4.459)] [KD 4.284 (4.352)] 2024-10-15 22:09:05,804 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 35762] [top5_cnt 45376] [top_all 50000] 2024-10-15 22:09:05,804 - net: 71.524 (90.752) 2024-10-15 22:09:18,010 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 38530] [top5_cnt 46727] [top_all 50000] 2024-10-15 22:09:18,011 - net_E: 77.060 (93.454) 2024-10-15 22:09:18,169 - Max [top1: 71.524 (epoch: 80)] [top1-ema: 77.060 (epoch: 80)] 2024-10-15 22:09:18,170 - ==> Total time: 6:55:58 Eta: 3 days, 7:43:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:09:29,471 - Train: 8.00% [100100/1251000] [80.0/1000.0] [batch_t 0.231 (0.285)] [data_t 0.009] [optim_t 0.223] [lr 0.002953] [CE 4.042 (4.494)] [KD 4.148 (4.329)] 2024-10-15 22:09:41,589 - Train: 8.01% [100150/1251000] [80.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002953] [CE 4.261 (4.385)] [KD 4.272 (4.269)] 2024-10-15 22:09:53,635 - Train: 8.01% [100200/1251000] [80.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002953] [CE 4.227 (4.362)] [KD 4.244 (4.214)] 2024-10-15 22:10:05,935 - Train: 8.01% [100250/1251000] [80.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.925 (4.364)] [KD 4.465 (4.313)] 2024-10-15 22:10:17,788 - Train: 8.02% [100300/1251000] [80.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002953] [CE 4.522 (4.459)] [KD 4.803 (4.428)] 2024-10-15 22:10:29,877 - Train: 8.02% [100350/1251000] [80.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002953] [CE 4.768 (4.535)] [KD 4.316 (4.428)] 2024-10-15 22:10:41,703 - Train: 8.03% [100400/1251000] [80.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002953] [CE 4.544 (4.463)] [KD 4.417 (4.306)] 2024-10-15 22:10:53,462 - Train: 8.03% [100450/1251000] [80.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002953] [CE 4.631 (4.492)] [KD 4.402 (4.385)] 2024-10-15 22:11:05,479 - Train: 8.03% [100500/1251000] [80.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.528 (4.432)] [KD 4.297 (4.322)] 2024-10-15 22:11:17,949 - Train: 8.04% [100550/1251000] [80.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002953] [CE 4.152 (4.555)] [KD 4.102 (4.456)] 2024-10-15 22:11:29,693 - Train: 8.04% [100600/1251000] [80.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.152 (4.445)] [KD 4.455 (4.335)] 2024-10-15 22:11:41,605 - Train: 8.05% [100650/1251000] [80.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002953] [CE 4.417 (4.380)] [KD 4.308 (4.288)] 2024-10-15 22:11:53,613 - Train: 8.05% [100700/1251000] [80.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.495 (4.512)] [KD 4.438 (4.392)] 2024-10-15 22:12:05,548 - Train: 8.05% [100750/1251000] [80.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002953] [CE 4.429 (4.371)] [KD 4.115 (4.345)] 2024-10-15 22:12:17,465 - Train: 8.06% [100800/1251000] [80.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.418 (4.371)] [KD 4.490 (4.371)] 2024-10-15 22:12:29,676 - Train: 8.06% [100850/1251000] [80.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002953] [CE 4.229 (4.544)] [KD 4.007 (4.409)] 2024-10-15 22:12:41,731 - Train: 8.07% [100900/1251000] [80.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002953] [CE 4.217 (4.463)] [KD 4.233 (4.351)] 2024-10-15 22:12:53,575 - Train: 8.07% [100950/1251000] [80.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002953] [CE 3.666 (4.467)] [KD 3.966 (4.351)] 2024-10-15 22:13:05,438 - Train: 8.07% [101000/1251000] [80.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002952] [CE 4.473 (4.474)] [KD 4.194 (4.381)] 2024-10-15 22:13:17,244 - Train: 8.08% [101050/1251000] [80.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002952] [CE 4.757 (4.442)] [KD 4.394 (4.294)] 2024-10-15 22:13:29,586 - Train: 8.08% [101100/1251000] [80.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002952] [CE 4.268 (4.412)] [KD 4.104 (4.341)] 2024-10-15 22:13:41,645 - Train: 8.09% [101150/1251000] [80.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002952] [CE 4.439 (4.441)] [KD 4.261 (4.312)] 2024-10-15 22:13:53,736 - Train: 8.09% [101200/1251000] [80.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002952] [CE 4.417 (4.493)] [KD 4.311 (4.410)] 2024-10-15 22:14:05,674 - Train: 8.09% [101250/1251000] [80.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002952] [CE 4.077 (4.402)] [KD 4.368 (4.352)] 2024-10-15 22:14:17,648 - Train: 8.10% [101300/1251000] [81.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002952] [CE 4.160 (4.452)] [KD 4.230 (4.370)] 2024-10-15 22:14:25,054 - ==> Total time: 7:01:05 Eta: 3 days, 7:37:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:14:33,650 - Train: 8.10% [101350/1251000] [81.0/1000.0] [batch_t 0.236 (0.377)] [data_t 0.009] [optim_t 0.227] [lr 0.002952] [CE 4.442 (4.470)] [KD 4.134 (4.288)] 2024-10-15 22:14:45,386 - Train: 8.11% [101400/1251000] [81.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002952] [CE 4.390 (4.419)] [KD 4.023 (4.272)] 2024-10-15 22:14:57,570 - Train: 8.11% [101450/1251000] [81.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002952] [CE 3.735 (4.402)] [KD 4.057 (4.300)] 2024-10-15 22:15:09,285 - Train: 8.11% [101500/1251000] [81.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002952] [CE 4.069 (4.450)] [KD 4.449 (4.339)] 2024-10-15 22:15:21,400 - Train: 8.12% [101550/1251000] [81.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002952] [CE 5.086 (4.468)] [KD 4.741 (4.370)] 2024-10-15 22:15:33,568 - Train: 8.12% [101600/1251000] [81.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002952] [CE 4.154 (4.523)] [KD 3.915 (4.327)] 2024-10-15 22:15:45,759 - Train: 8.13% [101650/1251000] [81.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002952] [CE 4.220 (4.355)] [KD 4.157 (4.362)] 2024-10-15 22:15:57,698 - Train: 8.13% [101700/1251000] [81.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002952] [CE 4.414 (4.431)] [KD 4.418 (4.447)] 2024-10-15 22:16:09,947 - Train: 8.13% [101750/1251000] [81.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002952] [CE 4.555 (4.445)] [KD 4.295 (4.389)] 2024-10-15 22:16:21,811 - Train: 8.14% [101800/1251000] [81.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002952] [CE 4.468 (4.450)] [KD 4.311 (4.333)] 2024-10-15 22:16:33,728 - Train: 8.14% [101850/1251000] [81.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002952] [CE 4.254 (4.459)] [KD 4.109 (4.355)] 2024-10-15 22:16:45,666 - Train: 8.15% [101900/1251000] [81.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002952] [CE 5.033 (4.478)] [KD 4.684 (4.359)] 2024-10-15 22:16:57,790 - Train: 8.15% [101950/1251000] [81.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002952] [CE 4.709 (4.505)] [KD 4.411 (4.354)] 2024-10-15 22:17:09,774 - Train: 8.15% [102000/1251000] [81.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002952] [CE 4.584 (4.423)] [KD 4.453 (4.260)] 2024-10-15 22:17:21,869 - Train: 8.16% [102050/1251000] [81.6/1000.0] [batch_t 0.373 (0.242)] [data_t 0.009] [optim_t 0.364] [lr 0.002952] [CE 4.197 (4.516)] [KD 4.157 (4.363)] 2024-10-15 22:17:33,706 - Train: 8.16% [102100/1251000] [81.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002951] [CE 3.762 (4.427)] [KD 4.056 (4.315)] 2024-10-15 22:17:45,962 - Train: 8.17% [102150/1251000] [81.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002951] [CE 4.168 (4.442)] [KD 4.388 (4.402)] 2024-10-15 22:17:57,914 - Train: 8.17% [102200/1251000] [81.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002951] [CE 4.534 (4.482)] [KD 4.289 (4.296)] 2024-10-15 22:18:10,016 - Train: 8.17% [102250/1251000] [81.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 4.607 (4.423)] [KD 4.296 (4.293)] 2024-10-15 22:18:22,038 - Train: 8.18% [102300/1251000] [81.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 4.619 (4.457)] [KD 4.349 (4.315)] 2024-10-15 22:18:34,423 - Train: 8.18% [102350/1251000] [81.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002951] [CE 4.372 (4.465)] [KD 4.552 (4.329)] 2024-10-15 22:18:46,377 - Train: 8.19% [102400/1251000] [81.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 4.368 (4.449)] [KD 4.309 (4.314)] 2024-10-15 22:18:58,374 - Train: 8.19% [102450/1251000] [81.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002951] [CE 4.544 (4.450)] [KD 4.160 (4.333)] 2024-10-15 22:19:10,473 - Train: 8.19% [102500/1251000] [81.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 4.825 (4.487)] [KD 4.394 (4.338)] 2024-10-15 22:19:22,836 - Train: 8.20% [102550/1251000] [82.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002951] [CE 4.086 (4.475)] [KD 4.200 (4.412)] 2024-10-15 22:19:30,479 - ==> Total time: 7:06:11 Eta: 3 days, 7:31:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:19:38,709 - Train: 8.20% [102600/1251000] [82.0/1000.0] [batch_t 0.235 (0.376)] [data_t 0.009] [optim_t 0.226] [lr 0.002951] [CE 4.586 (4.433)] [KD 4.274 (4.336)] 2024-10-15 22:19:50,535 - Train: 8.21% [102650/1251000] [82.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002951] [CE 4.351 (4.441)] [KD 4.027 (4.215)] 2024-10-15 22:20:02,885 - Train: 8.21% [102700/1251000] [82.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 3.873 (4.449)] [KD 4.229 (4.333)] 2024-10-15 22:20:14,865 - Train: 8.21% [102750/1251000] [82.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002951] [CE 4.451 (4.456)] [KD 4.329 (4.420)] 2024-10-15 22:20:27,034 - Train: 8.22% [102800/1251000] [82.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002951] [CE 4.292 (4.484)] [KD 4.442 (4.280)] 2024-10-15 22:20:39,030 - Train: 8.22% [102850/1251000] [82.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002951] [CE 3.566 (4.388)] [KD 4.054 (4.296)] 2024-10-15 22:20:51,129 - Train: 8.23% [102900/1251000] [82.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002951] [CE 4.661 (4.453)] [KD 4.551 (4.363)] 2024-10-15 22:21:03,080 - Train: 8.23% [102950/1251000] [82.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002951] [CE 3.858 (4.425)] [KD 4.528 (4.349)] 2024-10-15 22:21:14,983 - Train: 8.23% [103000/1251000] [82.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002951] [CE 4.213 (4.420)] [KD 4.076 (4.357)] 2024-10-15 22:21:26,733 - Train: 8.24% [103050/1251000] [82.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002951] [CE 4.088 (4.401)] [KD 4.247 (4.276)] 2024-10-15 22:21:39,123 - Train: 8.24% [103100/1251000] [82.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002951] [CE 4.896 (4.446)] [KD 4.433 (4.306)] 2024-10-15 22:21:51,063 - Train: 8.25% [103150/1251000] [82.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002950] [CE 4.563 (4.478)] [KD 4.532 (4.349)] 2024-10-15 22:22:02,771 - Train: 8.25% [103200/1251000] [82.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002950] [CE 4.907 (4.471)] [KD 4.345 (4.340)] 2024-10-15 22:22:14,732 - Train: 8.25% [103250/1251000] [82.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002950] [CE 4.145 (4.460)] [KD 4.241 (4.401)] 2024-10-15 22:22:26,923 - Train: 8.26% [103300/1251000] [82.6/1000.0] [batch_t 0.383 (0.244)] [data_t 0.009] [optim_t 0.374] [lr 0.002950] [CE 4.169 (4.464)] [KD 3.804 (4.367)] 2024-10-15 22:22:38,761 - Train: 8.26% [103350/1251000] [82.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002950] [CE 5.176 (4.396)] [KD 4.576 (4.261)] 2024-10-15 22:22:50,995 - Train: 8.27% [103400/1251000] [82.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002950] [CE 4.554 (4.459)] [KD 4.336 (4.299)] 2024-10-15 22:23:02,924 - Train: 8.27% [103450/1251000] [82.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002950] [CE 4.564 (4.457)] [KD 4.560 (4.372)] 2024-10-15 22:23:15,178 - Train: 8.27% [103500/1251000] [82.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002950] [CE 4.481 (4.444)] [KD 4.239 (4.324)] 2024-10-15 22:23:27,389 - Train: 8.28% [103550/1251000] [82.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002950] [CE 4.198 (4.484)] [KD 4.284 (4.359)] 2024-10-15 22:23:39,543 - Train: 8.28% [103600/1251000] [82.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002950] [CE 4.193 (4.425)] [KD 4.261 (4.312)] 2024-10-15 22:23:52,001 - Train: 8.29% [103650/1251000] [82.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002950] [CE 4.108 (4.458)] [KD 4.082 (4.359)] 2024-10-15 22:24:03,951 - Train: 8.29% [103700/1251000] [82.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002950] [CE 4.352 (4.414)] [KD 4.470 (4.364)] 2024-10-15 22:24:16,131 - Train: 8.29% [103750/1251000] [82.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002950] [CE 4.258 (4.420)] [KD 4.480 (4.413)] 2024-10-15 22:24:28,084 - Train: 8.30% [103800/1251000] [83.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002950] [CE 4.353 (4.497)] [KD 4.621 (4.467)] 2024-10-15 22:24:35,897 - ==> Total time: 7:11:16 Eta: 3 days, 7:24:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:24:44,247 - Train: 8.30% [103850/1251000] [83.0/1000.0] [batch_t 0.234 (0.397)] [data_t 0.009] [optim_t 0.225] [lr 0.002950] [CE 4.010 (4.326)] [KD 4.124 (4.157)] 2024-10-15 22:24:56,043 - Train: 8.31% [103900/1251000] [83.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002950] [CE 4.435 (4.356)] [KD 4.307 (4.233)] 2024-10-15 22:25:08,627 - Train: 8.31% [103950/1251000] [83.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002950] [CE 4.097 (4.442)] [KD 4.197 (4.303)] 2024-10-15 22:25:20,652 - Train: 8.31% [104000/1251000] [83.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002950] [CE 4.638 (4.507)] [KD 4.071 (4.310)] 2024-10-15 22:25:32,397 - Train: 8.32% [104050/1251000] [83.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002950] [CE 4.288 (4.507)] [KD 4.206 (4.355)] 2024-10-15 22:25:44,472 - Train: 8.32% [104100/1251000] [83.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002950] [CE 4.455 (4.426)] [KD 4.275 (4.229)] 2024-10-15 22:25:56,351 - Train: 8.33% [104150/1251000] [83.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002949] [CE 4.813 (4.489)] [KD 4.834 (4.392)] 2024-10-15 22:26:08,485 - Train: 8.33% [104200/1251000] [83.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002949] [CE 4.556 (4.487)] [KD 4.552 (4.429)] 2024-10-15 22:26:20,494 - Train: 8.33% [104250/1251000] [83.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002949] [CE 3.754 (4.453)] [KD 3.982 (4.361)] 2024-10-15 22:26:32,706 - Train: 8.34% [104300/1251000] [83.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002949] [CE 4.455 (4.404)] [KD 4.419 (4.314)] 2024-10-15 22:26:44,557 - Train: 8.34% [104350/1251000] [83.4/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002949] [CE 4.843 (4.436)] [KD 4.582 (4.356)] 2024-10-15 22:26:56,834 - Train: 8.35% [104400/1251000] [83.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002949] [CE 4.250 (4.438)] [KD 4.374 (4.352)] 2024-10-15 22:27:08,785 - Train: 8.35% [104450/1251000] [83.5/1000.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.002949] [CE 4.406 (4.392)] [KD 4.095 (4.289)] 2024-10-15 22:27:20,865 - Train: 8.35% [104500/1251000] [83.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002949] [CE 4.437 (4.473)] [KD 4.456 (4.365)] 2024-10-15 22:27:32,906 - Train: 8.36% [104550/1251000] [83.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002949] [CE 4.638 (4.499)] [KD 4.486 (4.394)] 2024-10-15 22:27:44,779 - Train: 8.36% [104600/1251000] [83.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002949] [CE 4.300 (4.435)] [KD 4.240 (4.393)] 2024-10-15 22:27:56,937 - Train: 8.37% [104650/1251000] [83.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002949] [CE 4.351 (4.399)] [KD 4.216 (4.370)] 2024-10-15 22:28:08,727 - Train: 8.37% [104700/1251000] [83.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002949] [CE 4.818 (4.416)] [KD 4.716 (4.323)] 2024-10-15 22:28:20,625 - Train: 8.37% [104750/1251000] [83.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002949] [CE 3.982 (4.428)] [KD 3.963 (4.326)] 2024-10-15 22:28:32,476 - Train: 8.38% [104800/1251000] [83.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002949] [CE 4.386 (4.447)] [KD 3.996 (4.282)] 2024-10-15 22:28:44,482 - Train: 8.38% [104850/1251000] [83.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002949] [CE 4.751 (4.420)] [KD 4.524 (4.285)] 2024-10-15 22:28:56,277 - Train: 8.39% [104900/1251000] [83.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002949] [CE 4.269 (4.470)] [KD 4.544 (4.369)] 2024-10-15 22:29:08,369 - Train: 8.39% [104950/1251000] [83.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002949] [CE 5.030 (4.509)] [KD 4.542 (4.357)] 2024-10-15 22:29:20,246 - Train: 8.39% [105000/1251000] [83.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002949] [CE 4.606 (4.474)] [KD 4.145 (4.381)] 2024-10-15 22:29:32,056 - Train: 8.40% [105050/1251000] [84.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002949] [CE 4.591 (4.462)] [KD 4.556 (4.310)] 2024-10-15 22:29:40,249 - ==> Total time: 7:16:20 Eta: 3 days, 7:18:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:29:48,000 - Train: 8.40% [105100/1251000] [84.0/1000.0] [batch_t 0.233 (0.403)] [data_t 0.009] [optim_t 0.224] [lr 0.002949] [CE 4.364 (4.378)] [KD 4.369 (4.355)] 2024-10-15 22:29:59,814 - Train: 8.41% [105150/1251000] [84.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002949] [CE 4.282 (4.405)] [KD 4.109 (4.247)] 2024-10-15 22:30:11,922 - Train: 8.41% [105200/1251000] [84.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002948] [CE 4.598 (4.406)] [KD 4.351 (4.299)] 2024-10-15 22:30:23,995 - Train: 8.41% [105250/1251000] [84.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002948] [CE 4.593 (4.487)] [KD 4.554 (4.325)] 2024-10-15 22:30:36,032 - Train: 8.42% [105300/1251000] [84.2/1000.0] [batch_t 0.307 (0.241)] [data_t 0.009] [optim_t 0.298] [lr 0.002948] [CE 4.592 (4.461)] [KD 4.358 (4.289)] 2024-10-15 22:30:48,295 - Train: 8.42% [105350/1251000] [84.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002948] [CE 4.697 (4.417)] [KD 4.249 (4.247)] 2024-10-15 22:31:00,635 - Train: 8.43% [105400/1251000] [84.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002948] [CE 3.946 (4.374)] [KD 4.140 (4.203)] 2024-10-15 22:31:12,878 - Train: 8.43% [105450/1251000] [84.3/1000.0] [batch_t 0.383 (0.245)] [data_t 0.009] [optim_t 0.374] [lr 0.002948] [CE 4.269 (4.470)] [KD 4.238 (4.316)] 2024-10-15 22:31:25,049 - Train: 8.43% [105500/1251000] [84.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002948] [CE 4.750 (4.418)] [KD 4.365 (4.333)] 2024-10-15 22:31:37,357 - Train: 8.44% [105550/1251000] [84.4/1000.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.002948] [CE 4.114 (4.371)] [KD 4.216 (4.322)] 2024-10-15 22:31:49,801 - Train: 8.44% [105600/1251000] [84.4/1000.0] [batch_t 0.272 (0.249)] [data_t 0.009] [optim_t 0.264] [lr 0.002948] [CE 4.569 (4.471)] [KD 4.438 (4.402)] 2024-10-15 22:32:02,211 - Train: 8.45% [105650/1251000] [84.5/1000.0] [batch_t 0.259 (0.248)] [data_t 0.009] [optim_t 0.250] [lr 0.002948] [CE 4.273 (4.487)] [KD 3.976 (4.349)] 2024-10-15 22:32:14,726 - Train: 8.45% [105700/1251000] [84.5/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.002948] [CE 3.739 (4.467)] [KD 3.890 (4.333)] 2024-10-15 22:32:27,037 - Train: 8.45% [105750/1251000] [84.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002948] [CE 4.370 (4.467)] [KD 4.304 (4.394)] 2024-10-15 22:32:39,590 - Train: 8.46% [105800/1251000] [84.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.234] [lr 0.002948] [CE 4.430 (4.482)] [KD 4.206 (4.373)] 2024-10-15 22:32:52,106 - Train: 8.46% [105850/1251000] [84.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002948] [CE 4.182 (4.413)] [KD 4.268 (4.320)] 2024-10-15 22:33:04,725 - Train: 8.47% [105900/1251000] [84.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002948] [CE 4.827 (4.437)] [KD 4.695 (4.427)] 2024-10-15 22:33:17,099 - Train: 8.47% [105950/1251000] [84.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002948] [CE 4.122 (4.412)] [KD 4.537 (4.361)] 2024-10-15 22:33:29,325 - Train: 8.47% [106000/1251000] [84.7/1000.0] [batch_t 0.277 (0.244)] [data_t 0.009] [optim_t 0.268] [lr 0.002948] [CE 4.795 (4.432)] [KD 4.642 (4.412)] 2024-10-15 22:33:41,509 - Train: 8.48% [106050/1251000] [84.8/1000.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.002948] [CE 4.608 (4.510)] [KD 4.433 (4.333)] 2024-10-15 22:33:53,992 - Train: 8.48% [106100/1251000] [84.8/1000.0] [batch_t 0.317 (0.250)] [data_t 0.009] [optim_t 0.308] [lr 0.002948] [CE 4.187 (4.398)] [KD 4.294 (4.382)] 2024-10-15 22:34:06,261 - Train: 8.49% [106150/1251000] [84.9/1000.0] [batch_t 0.421 (0.245)] [data_t 0.009] [optim_t 0.413] [lr 0.002948] [CE 4.791 (4.482)] [KD 4.616 (4.281)] 2024-10-15 22:34:18,373 - Train: 8.49% [106200/1251000] [84.9/1000.0] [batch_t 0.294 (0.242)] [data_t 0.009] [optim_t 0.285] [lr 0.002948] [CE 4.352 (4.483)] [KD 4.098 (4.289)] 2024-10-15 22:34:31,034 - Train: 8.49% [106250/1251000] [84.9/1000.0] [batch_t 0.260 (0.253)] [data_t 0.009] [optim_t 0.251] [lr 0.002947] [CE 4.345 (4.354)] [KD 4.301 (4.288)] 2024-10-15 22:34:43,428 - Train: 8.50% [106300/1251000] [85.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002947] [CE 5.032 (4.527)] [KD 4.562 (4.441)] 2024-10-15 22:35:03,680 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 35613] [top5_cnt 45297] [top_all 50000] 2024-10-15 22:35:03,681 - net: 71.226 (90.594) 2024-10-15 22:35:15,915 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38621] [top5_cnt 46739] [top_all 50000] 2024-10-15 22:35:15,916 - net_E: 77.242 (93.478) 2024-10-15 22:35:16,085 - Max [top1: 71.524 (epoch: 80)] [top1-ema: 77.242 (epoch: 85)] 2024-10-15 22:35:16,085 - ==> Total time: 7:21:56 Eta: 3 days, 7:17:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:35:25,274 - Train: 8.50% [106350/1251000] [85.0/1000.0] [batch_t 0.232 (0.292)] [data_t 0.009] [optim_t 0.224] [lr 0.002947] [CE 4.223 (4.600)] [KD 4.190 (4.284)] 2024-10-15 22:35:37,543 - Train: 8.51% [106400/1251000] [85.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002947] [CE 4.297 (4.360)] [KD 4.317 (4.280)] 2024-10-15 22:35:49,448 - Train: 8.51% [106450/1251000] [85.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002947] [CE 4.536 (4.330)] [KD 4.295 (4.238)] 2024-10-15 22:36:01,718 - Train: 8.51% [106500/1251000] [85.1/1000.0] [batch_t 0.428 (0.245)] [data_t 0.009] [optim_t 0.419] [lr 0.002947] [CE 3.751 (4.463)] [KD 3.939 (4.243)] 2024-10-15 22:36:13,543 - Train: 8.52% [106550/1251000] [85.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002947] [CE 4.091 (4.470)] [KD 4.026 (4.306)] 2024-10-15 22:36:25,684 - Train: 8.52% [106600/1251000] [85.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002947] [CE 4.603 (4.448)] [KD 4.535 (4.218)] 2024-10-15 22:36:37,553 - Train: 8.53% [106650/1251000] [85.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002947] [CE 4.319 (4.396)] [KD 4.299 (4.207)] 2024-10-15 22:36:49,543 - Train: 8.53% [106700/1251000] [85.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002947] [CE 4.860 (4.372)] [KD 4.517 (4.285)] 2024-10-15 22:37:01,636 - Train: 8.53% [106750/1251000] [85.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002947] [CE 4.983 (4.450)] [KD 4.509 (4.344)] 2024-10-15 22:37:13,776 - Train: 8.54% [106800/1251000] [85.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002947] [CE 4.528 (4.432)] [KD 4.625 (4.358)] 2024-10-15 22:37:26,001 - Train: 8.54% [106850/1251000] [85.4/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002947] [CE 4.538 (4.452)] [KD 4.319 (4.300)] 2024-10-15 22:37:37,985 - Train: 8.55% [106900/1251000] [85.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002947] [CE 4.202 (4.407)] [KD 4.408 (4.326)] 2024-10-15 22:37:49,814 - Train: 8.55% [106950/1251000] [85.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002947] [CE 4.522 (4.441)] [KD 4.365 (4.317)] 2024-10-15 22:38:01,931 - Train: 8.55% [107000/1251000] [85.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002947] [CE 4.237 (4.483)] [KD 4.298 (4.318)] 2024-10-15 22:38:13,946 - Train: 8.56% [107050/1251000] [85.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002947] [CE 4.203 (4.417)] [KD 4.142 (4.293)] 2024-10-15 22:38:25,882 - Train: 8.56% [107100/1251000] [85.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002947] [CE 4.823 (4.453)] [KD 4.492 (4.254)] 2024-10-15 22:38:38,044 - Train: 8.57% [107150/1251000] [85.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002947] [CE 4.427 (4.439)] [KD 4.337 (4.353)] 2024-10-15 22:38:50,149 - Train: 8.57% [107200/1251000] [85.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002947] [CE 4.862 (4.460)] [KD 4.616 (4.325)] 2024-10-15 22:39:02,011 - Train: 8.57% [107250/1251000] [85.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002946] [CE 4.605 (4.377)] [KD 4.200 (4.220)] 2024-10-15 22:39:13,956 - Train: 8.58% [107300/1251000] [85.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002946] [CE 4.063 (4.404)] [KD 4.214 (4.284)] 2024-10-15 22:39:25,957 - Train: 8.58% [107350/1251000] [85.8/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.002946] [CE 4.230 (4.373)] [KD 4.522 (4.312)] 2024-10-15 22:39:38,225 - Train: 8.59% [107400/1251000] [85.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002946] [CE 3.986 (4.397)] [KD 4.064 (4.353)] 2024-10-15 22:39:50,738 - Train: 8.59% [107450/1251000] [85.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002946] [CE 4.668 (4.383)] [KD 4.435 (4.285)] 2024-10-15 22:40:02,853 - Train: 8.59% [107500/1251000] [85.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002946] [CE 4.303 (4.409)] [KD 4.272 (4.306)] 2024-10-15 22:40:14,885 - Train: 8.60% [107550/1251000] [86.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002946] [CE 4.849 (4.529)] [KD 4.697 (4.431)] 2024-10-15 22:40:23,661 - ==> Total time: 7:27:04 Eta: 3 days, 7:11:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:40:31,198 - Train: 8.60% [107600/1251000] [86.0/1000.0] [batch_t 0.239 (0.420)] [data_t 0.009] [optim_t 0.230] [lr 0.002946] [CE 4.472 (4.380)] [KD 4.320 (4.263)] 2024-10-15 22:40:43,106 - Train: 8.61% [107650/1251000] [86.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002946] [CE 3.891 (4.467)] [KD 3.913 (4.395)] 2024-10-15 22:40:55,401 - Train: 8.61% [107700/1251000] [86.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002946] [CE 4.965 (4.476)] [KD 4.847 (4.324)] 2024-10-15 22:41:07,332 - Train: 8.61% [107750/1251000] [86.1/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002946] [CE 5.057 (4.459)] [KD 4.668 (4.371)] 2024-10-15 22:41:19,382 - Train: 8.62% [107800/1251000] [86.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002946] [CE 4.760 (4.447)] [KD 4.301 (4.295)] 2024-10-15 22:41:31,497 - Train: 8.62% [107850/1251000] [86.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002946] [CE 4.373 (4.489)] [KD 4.294 (4.326)] 2024-10-15 22:41:43,708 - Train: 8.63% [107900/1251000] [86.3/1000.0] [batch_t 0.396 (0.244)] [data_t 0.009] [optim_t 0.388] [lr 0.002946] [CE 4.395 (4.448)] [KD 4.209 (4.302)] 2024-10-15 22:41:55,790 - Train: 8.63% [107950/1251000] [86.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002946] [CE 4.480 (4.438)] [KD 4.346 (4.346)] 2024-10-15 22:42:07,981 - Train: 8.63% [108000/1251000] [86.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002946] [CE 4.356 (4.470)] [KD 4.095 (4.297)] 2024-10-15 22:42:20,310 - Train: 8.64% [108050/1251000] [86.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002946] [CE 3.754 (4.324)] [KD 3.932 (4.168)] 2024-10-15 22:42:32,228 - Train: 8.64% [108100/1251000] [86.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002946] [CE 5.020 (4.433)] [KD 4.539 (4.365)] 2024-10-15 22:42:44,550 - Train: 8.65% [108150/1251000] [86.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002946] [CE 4.614 (4.456)] [KD 4.352 (4.352)] 2024-10-15 22:42:56,557 - Train: 8.65% [108200/1251000] [86.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002946] [CE 4.662 (4.456)] [KD 4.403 (4.335)] 2024-10-15 22:43:08,569 - Train: 8.65% [108250/1251000] [86.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002945] [CE 4.266 (4.362)] [KD 4.125 (4.293)] 2024-10-15 22:43:20,880 - Train: 8.66% [108300/1251000] [86.6/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.261] [lr 0.002945] [CE 4.872 (4.493)] [KD 4.699 (4.369)] 2024-10-15 22:43:33,133 - Train: 8.66% [108350/1251000] [86.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.002945] [CE 4.266 (4.455)] [KD 4.198 (4.302)] 2024-10-15 22:43:45,510 - Train: 8.67% [108400/1251000] [86.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002945] [CE 4.275 (4.356)] [KD 4.084 (4.292)] 2024-10-15 22:43:58,032 - Train: 8.67% [108450/1251000] [86.7/1000.0] [batch_t 0.298 (0.250)] [data_t 0.009] [optim_t 0.290] [lr 0.002945] [CE 4.428 (4.464)] [KD 4.447 (4.271)] 2024-10-15 22:44:10,581 - Train: 8.67% [108500/1251000] [86.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002945] [CE 4.645 (4.487)] [KD 4.534 (4.398)] 2024-10-15 22:44:22,833 - Train: 8.68% [108550/1251000] [86.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002945] [CE 5.153 (4.409)] [KD 4.637 (4.361)] 2024-10-15 22:44:34,674 - Train: 8.68% [108600/1251000] [86.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002945] [CE 4.469 (4.391)] [KD 4.430 (4.277)] 2024-10-15 22:44:46,908 - Train: 8.69% [108650/1251000] [86.9/1000.0] [batch_t 0.280 (0.245)] [data_t 0.009] [optim_t 0.271] [lr 0.002945] [CE 4.711 (4.504)] [KD 4.329 (4.439)] 2024-10-15 22:44:59,093 - Train: 8.69% [108700/1251000] [86.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002945] [CE 4.670 (4.437)] [KD 4.277 (4.316)] 2024-10-15 22:45:11,374 - Train: 8.69% [108750/1251000] [86.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002945] [CE 4.012 (4.469)] [KD 4.160 (4.376)] 2024-10-15 22:45:23,277 - Train: 8.70% [108800/1251000] [87.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002945] [CE 4.228 (4.431)] [KD 4.244 (4.327)] 2024-10-15 22:45:31,997 - ==> Total time: 7:32:12 Eta: 3 days, 7:05:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:45:38,823 - Train: 8.70% [108850/1251000] [87.0/1000.0] [batch_t 0.235 (0.417)] [data_t 0.009] [optim_t 0.226] [lr 0.002945] [CE 3.870 (4.303)] [KD 4.209 (4.244)] 2024-10-15 22:45:50,780 - Train: 8.71% [108900/1251000] [87.1/1000.0] [batch_t 0.409 (0.239)] [data_t 0.009] [optim_t 0.400] [lr 0.002945] [CE 4.262 (4.405)] [KD 4.075 (4.285)] 2024-10-15 22:46:03,056 - Train: 8.71% [108950/1251000] [87.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002945] [CE 4.526 (4.468)] [KD 4.460 (4.317)] 2024-10-15 22:46:14,996 - Train: 8.71% [109000/1251000] [87.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002945] [CE 4.374 (4.386)] [KD 4.416 (4.312)] 2024-10-15 22:46:26,982 - Train: 8.72% [109050/1251000] [87.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002945] [CE 4.567 (4.534)] [KD 4.367 (4.375)] 2024-10-15 22:46:39,015 - Train: 8.72% [109100/1251000] [87.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002945] [CE 4.496 (4.408)] [KD 4.260 (4.362)] 2024-10-15 22:46:51,019 - Train: 8.73% [109150/1251000] [87.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002945] [CE 4.697 (4.495)] [KD 4.372 (4.269)] 2024-10-15 22:47:03,051 - Train: 8.73% [109200/1251000] [87.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002945] [CE 4.758 (4.487)] [KD 4.664 (4.358)] 2024-10-15 22:47:14,919 - Train: 8.73% [109250/1251000] [87.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002944] [CE 4.155 (4.454)] [KD 4.380 (4.321)] 2024-10-15 22:47:26,771 - Train: 8.74% [109300/1251000] [87.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002944] [CE 4.350 (4.439)] [KD 4.299 (4.336)] 2024-10-15 22:47:38,902 - Train: 8.74% [109350/1251000] [87.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002944] [CE 4.958 (4.473)] [KD 4.544 (4.331)] 2024-10-15 22:47:51,052 - Train: 8.75% [109400/1251000] [87.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002944] [CE 4.095 (4.358)] [KD 4.237 (4.311)] 2024-10-15 22:48:02,834 - Train: 8.75% [109450/1251000] [87.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002944] [CE 4.280 (4.370)] [KD 4.286 (4.280)] 2024-10-15 22:48:14,645 - Train: 8.75% [109500/1251000] [87.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002944] [CE 4.463 (4.444)] [KD 4.478 (4.349)] 2024-10-15 22:48:26,817 - Train: 8.76% [109550/1251000] [87.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002944] [CE 4.634 (4.429)] [KD 4.453 (4.317)] 2024-10-15 22:48:38,809 - Train: 8.76% [109600/1251000] [87.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002944] [CE 4.724 (4.404)] [KD 4.603 (4.345)] 2024-10-15 22:48:50,588 - Train: 8.76% [109650/1251000] [87.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002944] [CE 4.650 (4.474)] [KD 4.626 (4.405)] 2024-10-15 22:49:02,925 - Train: 8.77% [109700/1251000] [87.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002944] [CE 4.384 (4.492)] [KD 4.446 (4.333)] 2024-10-15 22:49:15,059 - Train: 8.77% [109750/1251000] [87.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002944] [CE 4.150 (4.443)] [KD 4.063 (4.333)] 2024-10-15 22:49:27,387 - Train: 8.78% [109800/1251000] [87.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002944] [CE 4.335 (4.464)] [KD 4.102 (4.270)] 2024-10-15 22:49:39,298 - Train: 8.78% [109850/1251000] [87.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002944] [CE 4.039 (4.451)] [KD 4.230 (4.344)] 2024-10-15 22:49:51,133 - Train: 8.78% [109900/1251000] [87.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002944] [CE 4.321 (4.424)] [KD 4.012 (4.296)] 2024-10-15 22:50:03,456 - Train: 8.79% [109950/1251000] [87.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002944] [CE 4.186 (4.382)] [KD 4.134 (4.251)] 2024-10-15 22:50:15,462 - Train: 8.79% [110000/1251000] [87.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002944] [CE 4.789 (4.422)] [KD 4.531 (4.278)] 2024-10-15 22:50:27,683 - Train: 8.80% [110050/1251000] [88.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002944] [CE 4.992 (4.448)] [KD 4.979 (4.311)] 2024-10-15 22:50:36,926 - ==> Total time: 7:37:17 Eta: 3 days, 6:59:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:50:43,929 - Train: 8.80% [110100/1251000] [88.0/1000.0] [batch_t 0.232 (0.475)] [data_t 0.009] [optim_t 0.223] [lr 0.002944] [CE 4.290 (4.476)] [KD 4.387 (4.322)] 2024-10-15 22:50:55,813 - Train: 8.80% [110150/1251000] [88.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002944] [CE 4.579 (4.371)] [KD 4.117 (4.235)] 2024-10-15 22:51:07,800 - Train: 8.81% [110200/1251000] [88.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002943] [CE 4.015 (4.454)] [KD 3.848 (4.281)] 2024-10-15 22:51:20,059 - Train: 8.81% [110250/1251000] [88.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002943] [CE 4.866 (4.386)] [KD 4.208 (4.221)] 2024-10-15 22:51:31,963 - Train: 8.82% [110300/1251000] [88.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002943] [CE 3.901 (4.452)] [KD 4.046 (4.260)] 2024-10-15 22:51:43,682 - Train: 8.82% [110350/1251000] [88.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002943] [CE 4.312 (4.414)] [KD 3.942 (4.229)] 2024-10-15 22:51:55,536 - Train: 8.82% [110400/1251000] [88.2/1000.0] [batch_t 0.280 (0.237)] [data_t 0.009] [optim_t 0.271] [lr 0.002943] [CE 4.224 (4.437)] [KD 4.402 (4.362)] 2024-10-15 22:52:07,712 - Train: 8.83% [110450/1251000] [88.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002943] [CE 4.544 (4.488)] [KD 4.284 (4.338)] 2024-10-15 22:52:19,884 - Train: 8.83% [110500/1251000] [88.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002943] [CE 4.315 (4.490)] [KD 4.421 (4.315)] 2024-10-15 22:52:31,818 - Train: 8.84% [110550/1251000] [88.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002943] [CE 3.966 (4.401)] [KD 3.858 (4.288)] 2024-10-15 22:52:43,843 - Train: 8.84% [110600/1251000] [88.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002943] [CE 4.379 (4.483)] [KD 4.713 (4.263)] 2024-10-15 22:52:55,961 - Train: 8.84% [110650/1251000] [88.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002943] [CE 4.933 (4.422)] [KD 4.251 (4.273)] 2024-10-15 22:53:08,112 - Train: 8.85% [110700/1251000] [88.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002943] [CE 4.346 (4.507)] [KD 4.297 (4.306)] 2024-10-15 22:53:19,842 - Train: 8.85% [110750/1251000] [88.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002943] [CE 4.435 (4.492)] [KD 4.418 (4.373)] 2024-10-15 22:53:32,038 - Train: 8.86% [110800/1251000] [88.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002943] [CE 4.410 (4.438)] [KD 4.293 (4.314)] 2024-10-15 22:53:44,062 - Train: 8.86% [110850/1251000] [88.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002943] [CE 4.894 (4.437)] [KD 3.938 (4.304)] 2024-10-15 22:53:56,067 - Train: 8.86% [110900/1251000] [88.6/1000.0] [batch_t 0.363 (0.240)] [data_t 0.009] [optim_t 0.354] [lr 0.002943] [CE 4.529 (4.507)] [KD 4.217 (4.309)] 2024-10-15 22:54:07,866 - Train: 8.87% [110950/1251000] [88.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002943] [CE 3.842 (4.417)] [KD 4.071 (4.247)] 2024-10-15 22:54:19,830 - Train: 8.87% [111000/1251000] [88.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002943] [CE 4.644 (4.438)] [KD 4.648 (4.383)] 2024-10-15 22:54:31,875 - Train: 8.88% [111050/1251000] [88.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002943] [CE 4.347 (4.477)] [KD 4.223 (4.353)] 2024-10-15 22:54:43,920 - Train: 8.88% [111100/1251000] [88.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002943] [CE 4.320 (4.448)] [KD 4.175 (4.368)] 2024-10-15 22:54:55,839 - Train: 8.88% [111150/1251000] [88.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002943] [CE 4.503 (4.437)] [KD 4.661 (4.365)] 2024-10-15 22:55:07,734 - Train: 8.89% [111200/1251000] [88.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002942] [CE 4.717 (4.425)] [KD 4.517 (4.394)] 2024-10-15 22:55:19,674 - Train: 8.89% [111250/1251000] [88.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002942] [CE 4.501 (4.409)] [KD 4.163 (4.379)] 2024-10-15 22:55:31,602 - Train: 8.90% [111300/1251000] [89.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002942] [CE 4.044 (4.470)] [KD 4.491 (4.353)] 2024-10-15 22:55:41,123 - ==> Total time: 7:42:21 Eta: 3 days, 6:52:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 22:55:47,505 - Train: 8.90% [111350/1251000] [89.0/1000.0] [batch_t 0.237 (0.439)] [data_t 0.009] [optim_t 0.228] [lr 0.002942] [CE 4.613 (4.444)] [KD 4.295 (4.236)] 2024-10-15 22:55:59,632 - Train: 8.90% [111400/1251000] [89.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002942] [CE 4.285 (4.440)] [KD 4.355 (4.281)] 2024-10-15 22:56:11,461 - Train: 8.91% [111450/1251000] [89.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002942] [CE 4.466 (4.417)] [KD 4.293 (4.310)] 2024-10-15 22:56:23,696 - Train: 8.91% [111500/1251000] [89.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002942] [CE 4.379 (4.488)] [KD 4.390 (4.394)] 2024-10-15 22:56:35,626 - Train: 8.92% [111550/1251000] [89.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002942] [CE 4.238 (4.447)] [KD 4.150 (4.321)] 2024-10-15 22:56:47,941 - Train: 8.92% [111600/1251000] [89.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002942] [CE 4.192 (4.399)] [KD 4.125 (4.302)] 2024-10-15 22:56:59,776 - Train: 8.92% [111650/1251000] [89.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002942] [CE 4.780 (4.409)] [KD 4.417 (4.306)] 2024-10-15 22:57:12,091 - Train: 8.93% [111700/1251000] [89.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002942] [CE 4.242 (4.447)] [KD 4.080 (4.288)] 2024-10-15 22:57:24,150 - Train: 8.93% [111750/1251000] [89.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002942] [CE 4.704 (4.385)] [KD 4.194 (4.341)] 2024-10-15 22:57:35,936 - Train: 8.94% [111800/1251000] [89.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002942] [CE 5.080 (4.436)] [KD 4.441 (4.283)] 2024-10-15 22:57:48,139 - Train: 8.94% [111850/1251000] [89.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002942] [CE 4.807 (4.598)] [KD 4.574 (4.414)] 2024-10-15 22:58:00,378 - Train: 8.94% [111900/1251000] [89.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002942] [CE 4.364 (4.495)] [KD 4.185 (4.292)] 2024-10-15 22:58:12,342 - Train: 8.95% [111950/1251000] [89.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002942] [CE 4.637 (4.432)] [KD 4.347 (4.247)] 2024-10-15 22:58:24,509 - Train: 8.95% [112000/1251000] [89.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002942] [CE 4.212 (4.447)] [KD 4.229 (4.260)] 2024-10-15 22:58:36,874 - Train: 8.96% [112050/1251000] [89.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002942] [CE 4.259 (4.434)] [KD 4.221 (4.270)] 2024-10-15 22:58:48,871 - Train: 8.96% [112100/1251000] [89.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002942] [CE 5.041 (4.489)] [KD 4.567 (4.307)] 2024-10-15 22:59:00,744 - Train: 8.96% [112150/1251000] [89.6/1000.0] [batch_t 0.309 (0.237)] [data_t 0.009] [optim_t 0.300] [lr 0.002941] [CE 4.763 (4.381)] [KD 4.617 (4.308)] 2024-10-15 22:59:12,804 - Train: 8.97% [112200/1251000] [89.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002941] [CE 4.309 (4.440)] [KD 4.258 (4.303)] 2024-10-15 22:59:25,074 - Train: 8.97% [112250/1251000] [89.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002941] [CE 4.507 (4.405)] [KD 4.186 (4.207)] 2024-10-15 22:59:37,199 - Train: 8.98% [112300/1251000] [89.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 4.566 (4.503)] [KD 4.203 (4.274)] 2024-10-15 22:59:49,690 - Train: 8.98% [112350/1251000] [89.8/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 4.863 (4.479)] [KD 4.384 (4.303)] 2024-10-15 23:00:01,506 - Train: 8.98% [112400/1251000] [89.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002941] [CE 4.455 (4.415)] [KD 4.276 (4.254)] 2024-10-15 23:00:13,447 - Train: 8.99% [112450/1251000] [89.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002941] [CE 4.336 (4.385)] [KD 4.045 (4.245)] 2024-10-15 23:00:25,583 - Train: 8.99% [112500/1251000] [89.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 4.610 (4.443)] [KD 4.385 (4.375)] 2024-10-15 23:00:37,459 - Train: 9.00% [112550/1251000] [90.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 4.997 (4.420)] [KD 4.666 (4.286)] 2024-10-15 23:00:59,286 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 35401] [top5_cnt 45239] [top_all 50000] 2024-10-15 23:00:59,287 - net: 70.802 (90.478) 2024-10-15 23:01:11,636 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38619] [top5_cnt 46752] [top_all 50000] 2024-10-15 23:01:11,637 - net_E: 77.238 (93.504) 2024-10-15 23:01:11,786 - Max [top1: 71.524 (epoch: 80)] [top1-ema: 77.242 (epoch: 85)] 2024-10-15 23:01:11,786 - ==> Total time: 7:47:52 Eta: 3 days, 6:50:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:01:19,126 - Train: 9.00% [112600/1251000] [90.0/1000.0] [batch_t 0.239 (0.381)] [data_t 0.009] [optim_t 0.230] [lr 0.002941] [CE 4.370 (4.536)] [KD 4.486 (4.410)] 2024-10-15 23:01:31,519 - Train: 9.00% [112650/1251000] [90.0/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002941] [CE 4.675 (4.468)] [KD 4.430 (4.346)] 2024-10-15 23:01:43,679 - Train: 9.01% [112700/1251000] [90.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 4.382 (4.467)] [KD 4.149 (4.363)] 2024-10-15 23:01:55,535 - Train: 9.01% [112750/1251000] [90.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002941] [CE 4.185 (4.446)] [KD 4.436 (4.291)] 2024-10-15 23:02:07,346 - Train: 9.02% [112800/1251000] [90.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002941] [CE 4.420 (4.355)] [KD 4.262 (4.281)] 2024-10-15 23:02:19,477 - Train: 9.02% [112850/1251000] [90.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002941] [CE 4.203 (4.460)] [KD 4.332 (4.306)] 2024-10-15 23:02:31,319 - Train: 9.02% [112900/1251000] [90.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 3.605 (4.405)] [KD 4.011 (4.259)] 2024-10-15 23:02:43,182 - Train: 9.03% [112950/1251000] [90.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002941] [CE 3.820 (4.401)] [KD 4.065 (4.165)] 2024-10-15 23:02:55,468 - Train: 9.03% [113000/1251000] [90.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002941] [CE 4.965 (4.403)] [KD 4.635 (4.264)] 2024-10-15 23:03:07,594 - Train: 9.04% [113050/1251000] [90.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002941] [CE 4.488 (4.418)] [KD 4.499 (4.330)] 2024-10-15 23:03:19,587 - Train: 9.04% [113100/1251000] [90.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002941] [CE 4.624 (4.415)] [KD 4.313 (4.300)] 2024-10-15 23:03:31,695 - Train: 9.04% [113150/1251000] [90.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002940] [CE 4.524 (4.407)] [KD 4.305 (4.295)] 2024-10-15 23:03:43,575 - Train: 9.05% [113200/1251000] [90.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002940] [CE 3.894 (4.491)] [KD 4.266 (4.352)] 2024-10-15 23:03:55,945 - Train: 9.05% [113250/1251000] [90.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002940] [CE 4.464 (4.416)] [KD 4.253 (4.326)] 2024-10-15 23:04:08,153 - Train: 9.06% [113300/1251000] [90.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002940] [CE 4.689 (4.423)] [KD 4.507 (4.318)] 2024-10-15 23:04:20,197 - Train: 9.06% [113350/1251000] [90.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002940] [CE 4.245 (4.488)] [KD 4.418 (4.363)] 2024-10-15 23:04:32,284 - Train: 9.06% [113400/1251000] [90.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002940] [CE 4.548 (4.447)] [KD 4.478 (4.295)] 2024-10-15 23:04:44,511 - Train: 9.07% [113450/1251000] [90.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002940] [CE 4.702 (4.508)] [KD 4.538 (4.394)] 2024-10-15 23:04:56,564 - Train: 9.07% [113500/1251000] [90.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002940] [CE 4.521 (4.446)] [KD 4.213 (4.256)] 2024-10-15 23:05:08,654 - Train: 9.08% [113550/1251000] [90.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002940] [CE 4.376 (4.454)] [KD 4.495 (4.308)] 2024-10-15 23:05:20,565 - Train: 9.08% [113600/1251000] [90.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002940] [CE 4.211 (4.363)] [KD 4.323 (4.217)] 2024-10-15 23:05:33,321 - Train: 9.08% [113650/1251000] [90.8/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.002940] [CE 4.299 (4.473)] [KD 4.226 (4.285)] 2024-10-15 23:05:45,409 - Train: 9.09% [113700/1251000] [90.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002940] [CE 4.732 (4.408)] [KD 4.440 (4.303)] 2024-10-15 23:05:57,244 - Train: 9.09% [113750/1251000] [90.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002940] [CE 4.677 (4.531)] [KD 4.422 (4.341)] 2024-10-15 23:06:09,280 - Train: 9.10% [113800/1251000] [91.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002940] [CE 4.586 (4.462)] [KD 4.537 (4.409)] 2024-10-15 23:06:19,184 - ==> Total time: 7:52:59 Eta: 3 days, 6:44:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:06:25,220 - Train: 9.10% [113850/1251000] [91.0/1000.0] [batch_t 0.237 (0.515)] [data_t 0.009] [optim_t 0.228] [lr 0.002940] [CE 4.701 (4.479)] [KD 4.458 (4.259)] 2024-10-15 23:06:37,651 - Train: 9.10% [113900/1251000] [91.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002940] [CE 4.468 (4.463)] [KD 4.270 (4.275)] 2024-10-15 23:06:49,957 - Train: 9.11% [113950/1251000] [91.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002940] [CE 4.513 (4.411)] [KD 4.068 (4.213)] 2024-10-15 23:07:01,858 - Train: 9.11% [114000/1251000] [91.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002940] [CE 4.446 (4.438)] [KD 4.261 (4.251)] 2024-10-15 23:07:13,990 - Train: 9.12% [114050/1251000] [91.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002940] [CE 4.287 (4.365)] [KD 4.277 (4.248)] 2024-10-15 23:07:26,070 - Train: 9.12% [114100/1251000] [91.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002939] [CE 4.358 (4.444)] [KD 4.428 (4.275)] 2024-10-15 23:07:38,478 - Train: 9.12% [114150/1251000] [91.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002939] [CE 4.281 (4.454)] [KD 4.349 (4.227)] 2024-10-15 23:07:50,397 - Train: 9.13% [114200/1251000] [91.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.274 (4.424)] [KD 4.304 (4.300)] 2024-10-15 23:08:02,387 - Train: 9.13% [114250/1251000] [91.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.465 (4.410)] [KD 4.326 (4.255)] 2024-10-15 23:08:14,363 - Train: 9.14% [114300/1251000] [91.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.254 (4.521)] [KD 4.282 (4.410)] 2024-10-15 23:08:26,406 - Train: 9.14% [114350/1251000] [91.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002939] [CE 4.755 (4.430)] [KD 4.296 (4.411)] 2024-10-15 23:08:38,409 - Train: 9.14% [114400/1251000] [91.4/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002939] [CE 4.499 (4.426)] [KD 4.251 (4.343)] 2024-10-15 23:08:50,485 - Train: 9.15% [114450/1251000] [91.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002939] [CE 4.569 (4.445)] [KD 4.339 (4.310)] 2024-10-15 23:09:02,447 - Train: 9.15% [114500/1251000] [91.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.064 (4.394)] [KD 4.038 (4.251)] 2024-10-15 23:09:14,853 - Train: 9.16% [114550/1251000] [91.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.002939] [CE 4.725 (4.469)] [KD 4.500 (4.323)] 2024-10-15 23:09:26,730 - Train: 9.16% [114600/1251000] [91.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002939] [CE 4.295 (4.445)] [KD 4.350 (4.368)] 2024-10-15 23:09:38,623 - Train: 9.16% [114650/1251000] [91.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002939] [CE 4.650 (4.401)] [KD 4.278 (4.308)] 2024-10-15 23:09:50,920 - Train: 9.17% [114700/1251000] [91.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002939] [CE 4.790 (4.472)] [KD 4.419 (4.356)] 2024-10-15 23:10:03,284 - Train: 9.17% [114750/1251000] [91.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.224 (4.435)] [KD 4.044 (4.248)] 2024-10-15 23:10:15,233 - Train: 9.18% [114800/1251000] [91.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002939] [CE 5.068 (4.458)] [KD 4.497 (4.325)] 2024-10-15 23:10:27,476 - Train: 9.18% [114850/1251000] [91.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002939] [CE 4.259 (4.436)] [KD 4.240 (4.318)] 2024-10-15 23:10:39,486 - Train: 9.18% [114900/1251000] [91.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002939] [CE 4.366 (4.406)] [KD 4.204 (4.293)] 2024-10-15 23:10:51,623 - Train: 9.19% [114950/1251000] [91.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002939] [CE 4.791 (4.468)] [KD 4.242 (4.293)] 2024-10-15 23:11:03,652 - Train: 9.19% [115000/1251000] [91.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002939] [CE 4.491 (4.478)] [KD 4.522 (4.280)] 2024-10-15 23:11:15,688 - Train: 9.20% [115050/1251000] [92.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002938] [CE 4.355 (4.433)] [KD 4.359 (4.282)] 2024-10-15 23:11:25,769 - ==> Total time: 7:58:06 Eta: 3 days, 6:38:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:11:31,641 - Train: 9.20% [115100/1251000] [92.0/1000.0] [batch_t 0.236 (0.578)] [data_t 0.009] [optim_t 0.227] [lr 0.002938] [CE 4.428 (4.219)] [KD 4.406 (4.220)] 2024-10-15 23:11:43,505 - Train: 9.20% [115150/1251000] [92.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002938] [CE 4.356 (4.449)] [KD 4.518 (4.310)] 2024-10-15 23:11:55,953 - Train: 9.21% [115200/1251000] [92.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002938] [CE 4.415 (4.506)] [KD 4.136 (4.290)] 2024-10-15 23:12:07,719 - Train: 9.21% [115250/1251000] [92.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002938] [CE 4.851 (4.396)] [KD 4.402 (4.325)] 2024-10-15 23:12:19,853 - Train: 9.22% [115300/1251000] [92.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002938] [CE 4.509 (4.438)] [KD 4.388 (4.320)] 2024-10-15 23:12:32,041 - Train: 9.22% [115350/1251000] [92.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002938] [CE 4.342 (4.319)] [KD 4.119 (4.217)] 2024-10-15 23:12:44,103 - Train: 9.22% [115400/1251000] [92.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002938] [CE 4.310 (4.504)] [KD 4.292 (4.346)] 2024-10-15 23:12:56,106 - Train: 9.23% [115450/1251000] [92.3/1000.0] [batch_t 0.381 (0.240)] [data_t 0.009] [optim_t 0.372] [lr 0.002938] [CE 4.035 (4.435)] [KD 4.014 (4.302)] 2024-10-15 23:13:08,002 - Train: 9.23% [115500/1251000] [92.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002938] [CE 4.618 (4.366)] [KD 4.214 (4.223)] 2024-10-15 23:13:20,277 - Train: 9.24% [115550/1251000] [92.4/1000.0] [batch_t 0.275 (0.245)] [data_t 0.009] [optim_t 0.266] [lr 0.002938] [CE 4.408 (4.392)] [KD 4.366 (4.287)] 2024-10-15 23:13:32,329 - Train: 9.24% [115600/1251000] [92.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002938] [CE 4.372 (4.508)] [KD 4.481 (4.318)] 2024-10-15 23:13:44,402 - Train: 9.24% [115650/1251000] [92.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002938] [CE 4.344 (4.429)] [KD 4.195 (4.259)] 2024-10-15 23:13:56,399 - Train: 9.25% [115700/1251000] [92.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002938] [CE 4.693 (4.511)] [KD 4.363 (4.318)] 2024-10-15 23:14:08,423 - Train: 9.25% [115750/1251000] [92.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002938] [CE 4.035 (4.433)] [KD 4.273 (4.334)] 2024-10-15 23:14:20,359 - Train: 9.26% [115800/1251000] [92.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002938] [CE 4.722 (4.425)] [KD 4.279 (4.281)] 2024-10-15 23:14:32,440 - Train: 9.26% [115850/1251000] [92.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002938] [CE 4.484 (4.426)] [KD 4.234 (4.190)] 2024-10-15 23:14:44,358 - Train: 9.26% [115900/1251000] [92.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002938] [CE 4.617 (4.489)] [KD 4.436 (4.299)] 2024-10-15 23:14:56,310 - Train: 9.27% [115950/1251000] [92.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002937] [CE 4.622 (4.449)] [KD 4.346 (4.316)] 2024-10-15 23:15:08,572 - Train: 9.27% [116000/1251000] [92.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002937] [CE 4.119 (4.379)] [KD 4.092 (4.186)] 2024-10-15 23:15:20,600 - Train: 9.28% [116050/1251000] [92.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002937] [CE 4.831 (4.399)] [KD 4.381 (4.283)] 2024-10-15 23:15:32,343 - Train: 9.28% [116100/1251000] [92.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002937] [CE 4.681 (4.451)] [KD 4.133 (4.184)] 2024-10-15 23:15:44,644 - Train: 9.28% [116150/1251000] [92.8/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.002937] [CE 4.255 (4.487)] [KD 4.182 (4.352)] 2024-10-15 23:15:56,616 - Train: 9.29% [116200/1251000] [92.9/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002937] [CE 4.799 (4.448)] [KD 4.663 (4.335)] 2024-10-15 23:16:09,089 - Train: 9.29% [116250/1251000] [92.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002937] [CE 4.525 (4.434)] [KD 4.377 (4.317)] 2024-10-15 23:16:20,924 - Train: 9.30% [116300/1251000] [93.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002937] [CE 4.438 (4.389)] [KD 4.304 (4.242)] 2024-10-15 23:16:31,552 - ==> Total time: 8:03:12 Eta: 3 days, 6:32:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:16:37,301 - Train: 9.30% [116350/1251000] [93.0/1000.0] [batch_t 0.231 (0.633)] [data_t 0.009] [optim_t 0.222] [lr 0.002937] [CE 4.883 (4.566)] [KD 4.343 (4.403)] 2024-10-15 23:16:49,156 - Train: 9.30% [116400/1251000] [93.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002937] [CE 3.751 (4.405)] [KD 3.976 (4.262)] 2024-10-15 23:17:00,971 - Train: 9.31% [116450/1251000] [93.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002937] [CE 4.722 (4.422)] [KD 4.348 (4.260)] 2024-10-15 23:17:13,406 - Train: 9.31% [116500/1251000] [93.1/1000.0] [batch_t 0.465 (0.249)] [data_t 0.009] [optim_t 0.456] [lr 0.002937] [CE 4.498 (4.432)] [KD 4.506 (4.239)] 2024-10-15 23:17:25,354 - Train: 9.32% [116550/1251000] [93.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002937] [CE 4.025 (4.386)] [KD 4.032 (4.272)] 2024-10-15 23:17:37,649 - Train: 9.32% [116600/1251000] [93.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002937] [CE 4.592 (4.386)] [KD 4.291 (4.256)] 2024-10-15 23:17:49,952 - Train: 9.32% [116650/1251000] [93.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002937] [CE 4.644 (4.469)] [KD 4.339 (4.361)] 2024-10-15 23:18:02,102 - Train: 9.33% [116700/1251000] [93.3/1000.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002937] [CE 5.028 (4.417)] [KD 4.837 (4.306)] 2024-10-15 23:18:14,366 - Train: 9.33% [116750/1251000] [93.3/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002937] [CE 4.563 (4.532)] [KD 4.464 (4.361)] 2024-10-15 23:18:26,603 - Train: 9.34% [116800/1251000] [93.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002937] [CE 4.566 (4.524)] [KD 4.146 (4.300)] 2024-10-15 23:18:38,702 - Train: 9.34% [116850/1251000] [93.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002937] [CE 4.421 (4.546)] [KD 4.592 (4.317)] 2024-10-15 23:18:50,799 - Train: 9.34% [116900/1251000] [93.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002936] [CE 4.278 (4.532)] [KD 4.204 (4.354)] 2024-10-15 23:19:03,098 - Train: 9.35% [116950/1251000] [93.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002936] [CE 4.253 (4.450)] [KD 4.173 (4.250)] 2024-10-15 23:19:15,295 - Train: 9.35% [117000/1251000] [93.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002936] [CE 4.537 (4.455)] [KD 4.252 (4.229)] 2024-10-15 23:19:27,483 - Train: 9.36% [117050/1251000] [93.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002936] [CE 4.722 (4.463)] [KD 4.435 (4.237)] 2024-10-15 23:19:39,779 - Train: 9.36% [117100/1251000] [93.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002936] [CE 4.710 (4.455)] [KD 4.218 (4.338)] 2024-10-15 23:19:52,024 - Train: 9.36% [117150/1251000] [93.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002936] [CE 4.445 (4.381)] [KD 4.219 (4.271)] 2024-10-15 23:20:04,384 - Train: 9.37% [117200/1251000] [93.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002936] [CE 4.455 (4.364)] [KD 4.389 (4.351)] 2024-10-15 23:20:16,618 - Train: 9.37% [117250/1251000] [93.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002936] [CE 4.900 (4.425)] [KD 4.608 (4.314)] 2024-10-15 23:20:28,622 - Train: 9.38% [117300/1251000] [93.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002936] [CE 4.430 (4.394)] [KD 4.384 (4.305)] 2024-10-15 23:20:40,644 - Train: 9.38% [117350/1251000] [93.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002936] [CE 4.539 (4.502)] [KD 4.380 (4.317)] 2024-10-15 23:20:52,700 - Train: 9.38% [117400/1251000] [93.8/1000.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002936] [CE 4.942 (4.516)] [KD 4.410 (4.255)] 2024-10-15 23:21:04,864 - Train: 9.39% [117450/1251000] [93.9/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002936] [CE 4.575 (4.483)] [KD 4.382 (4.254)] 2024-10-15 23:21:16,878 - Train: 9.39% [117500/1251000] [93.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002936] [CE 3.782 (4.393)] [KD 4.171 (4.339)] 2024-10-15 23:21:28,999 - Train: 9.40% [117550/1251000] [94.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002936] [CE 4.613 (4.573)] [KD 4.207 (4.503)] 2024-10-15 23:21:39,667 - ==> Total time: 8:08:20 Eta: 3 days, 6:26:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:21:44,916 - Train: 9.40% [117600/1251000] [94.0/1000.0] [batch_t 0.234 (0.639)] [data_t 0.009] [optim_t 0.225] [lr 0.002936] [CE 4.422 (4.243)] [KD 4.335 (4.127)] 2024-10-15 23:21:56,835 - Train: 9.40% [117650/1251000] [94.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002936] [CE 4.594 (4.436)] [KD 4.512 (4.270)] 2024-10-15 23:22:08,734 - Train: 9.41% [117700/1251000] [94.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002936] [CE 4.219 (4.361)] [KD 4.213 (4.259)] 2024-10-15 23:22:21,162 - Train: 9.41% [117750/1251000] [94.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002936] [CE 4.027 (4.413)] [KD 4.135 (4.287)] 2024-10-15 23:22:33,308 - Train: 9.42% [117800/1251000] [94.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002935] [CE 4.478 (4.454)] [KD 4.195 (4.289)] 2024-10-15 23:22:45,173 - Train: 9.42% [117850/1251000] [94.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002935] [CE 4.903 (4.445)] [KD 4.484 (4.260)] 2024-10-15 23:22:57,167 - Train: 9.42% [117900/1251000] [94.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002935] [CE 4.875 (4.449)] [KD 4.456 (4.294)] 2024-10-15 23:23:09,448 - Train: 9.43% [117950/1251000] [94.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002935] [CE 4.312 (4.455)] [KD 4.037 (4.354)] 2024-10-15 23:23:21,460 - Train: 9.43% [118000/1251000] [94.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002935] [CE 4.198 (4.412)] [KD 4.254 (4.312)] 2024-10-15 23:23:33,466 - Train: 9.44% [118050/1251000] [94.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002935] [CE 4.046 (4.464)] [KD 3.880 (4.384)] 2024-10-15 23:23:45,447 - Train: 9.44% [118100/1251000] [94.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002935] [CE 4.630 (4.395)] [KD 4.400 (4.198)] 2024-10-15 23:23:57,762 - Train: 9.44% [118150/1251000] [94.4/1000.0] [batch_t 0.366 (0.246)] [data_t 0.009] [optim_t 0.357] [lr 0.002935] [CE 4.400 (4.416)] [KD 4.263 (4.211)] 2024-10-15 23:24:09,883 - Train: 9.45% [118200/1251000] [94.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002935] [CE 5.054 (4.458)] [KD 4.326 (4.240)] 2024-10-15 23:24:22,033 - Train: 9.45% [118250/1251000] [94.5/1000.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.002935] [CE 4.716 (4.372)] [KD 4.136 (4.276)] 2024-10-15 23:24:34,109 - Train: 9.46% [118300/1251000] [94.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002935] [CE 4.403 (4.420)] [KD 4.067 (4.235)] 2024-10-15 23:24:46,263 - Train: 9.46% [118350/1251000] [94.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002935] [CE 4.241 (4.501)] [KD 4.338 (4.241)] 2024-10-15 23:24:58,348 - Train: 9.46% [118400/1251000] [94.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002935] [CE 4.194 (4.426)] [KD 4.085 (4.281)] 2024-10-15 23:25:10,461 - Train: 9.47% [118450/1251000] [94.7/1000.0] [batch_t 0.445 (0.242)] [data_t 0.009] [optim_t 0.436] [lr 0.002935] [CE 4.551 (4.443)] [KD 4.509 (4.258)] 2024-10-15 23:25:22,650 - Train: 9.47% [118500/1251000] [94.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002935] [CE 4.530 (4.447)] [KD 4.253 (4.228)] 2024-10-15 23:25:34,706 - Train: 9.48% [118550/1251000] [94.8/1000.0] [batch_t 0.313 (0.241)] [data_t 0.009] [optim_t 0.304] [lr 0.002935] [CE 4.520 (4.400)] [KD 4.313 (4.266)] 2024-10-15 23:25:46,908 - Train: 9.48% [118600/1251000] [94.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002935] [CE 4.819 (4.414)] [KD 4.783 (4.251)] 2024-10-15 23:25:58,791 - Train: 9.48% [118650/1251000] [94.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002935] [CE 4.587 (4.447)] [KD 4.326 (4.363)] 2024-10-15 23:26:10,474 - Train: 9.49% [118700/1251000] [94.9/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002935] [CE 4.210 (4.413)] [KD 3.986 (4.249)] 2024-10-15 23:26:22,265 - Train: 9.49% [118750/1251000] [94.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002934] [CE 4.848 (4.453)] [KD 4.729 (4.343)] 2024-10-15 23:26:34,302 - Train: 9.50% [118800/1251000] [95.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002934] [CE 4.558 (4.493)] [KD 4.049 (4.267)] 2024-10-15 23:26:56,973 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 35570] [top5_cnt 45219] [top_all 50000] 2024-10-15 23:26:56,974 - net: 71.140 (90.438) 2024-10-15 23:27:09,165 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 38672] [top5_cnt 46788] [top_all 50000] 2024-10-15 23:27:09,166 - net_E: 77.344 (93.576) 2024-10-15 23:27:09,328 - Max [top1: 71.524 (epoch: 80)] [top1-ema: 77.344 (epoch: 95)] 2024-10-15 23:27:09,329 - ==> Total time: 8:13:49 Eta: 3 days, 6:24:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:27:15,904 - Train: 9.50% [118850/1251000] [95.0/1000.0] [batch_t 0.230 (0.503)] [data_t 0.009] [optim_t 0.221] [lr 0.002934] [CE 4.746 (4.462)] [KD 4.478 (4.354)] 2024-10-15 23:27:27,889 - Train: 9.50% [118900/1251000] [95.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002934] [CE 4.300 (4.432)] [KD 4.193 (4.263)] 2024-10-15 23:27:39,968 - Train: 9.51% [118950/1251000] [95.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002934] [CE 4.377 (4.450)] [KD 4.311 (4.241)] 2024-10-15 23:27:52,008 - Train: 9.51% [119000/1251000] [95.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002934] [CE 3.945 (4.371)] [KD 4.172 (4.340)] 2024-10-15 23:28:03,774 - Train: 9.52% [119050/1251000] [95.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002934] [CE 4.120 (4.461)] [KD 4.252 (4.233)] 2024-10-15 23:28:15,712 - Train: 9.52% [119100/1251000] [95.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002934] [CE 3.984 (4.373)] [KD 4.096 (4.277)] 2024-10-15 23:28:27,728 - Train: 9.52% [119150/1251000] [95.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002934] [CE 4.048 (4.442)] [KD 3.938 (4.280)] 2024-10-15 23:28:39,641 - Train: 9.53% [119200/1251000] [95.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002934] [CE 3.882 (4.443)] [KD 4.121 (4.379)] 2024-10-15 23:28:51,447 - Train: 9.53% [119250/1251000] [95.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002934] [CE 4.073 (4.408)] [KD 4.201 (4.250)] 2024-10-15 23:29:03,429 - Train: 9.54% [119300/1251000] [95.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002934] [CE 4.673 (4.400)] [KD 4.373 (4.311)] 2024-10-15 23:29:15,146 - Train: 9.54% [119350/1251000] [95.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002934] [CE 4.014 (4.326)] [KD 4.453 (4.242)] 2024-10-15 23:29:27,155 - Train: 9.54% [119400/1251000] [95.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002934] [CE 4.477 (4.461)] [KD 4.305 (4.295)] 2024-10-15 23:29:39,098 - Train: 9.55% [119450/1251000] [95.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002934] [CE 4.853 (4.467)] [KD 4.877 (4.309)] 2024-10-15 23:29:51,119 - Train: 9.55% [119500/1251000] [95.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002934] [CE 4.354 (4.450)] [KD 4.292 (4.315)] 2024-10-15 23:30:02,927 - Train: 9.56% [119550/1251000] [95.6/1000.0] [batch_t 0.292 (0.236)] [data_t 0.009] [optim_t 0.283] [lr 0.002934] [CE 4.826 (4.449)] [KD 4.402 (4.274)] 2024-10-15 23:30:14,981 - Train: 9.56% [119600/1251000] [95.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002934] [CE 4.054 (4.399)] [KD 3.946 (4.301)] 2024-10-15 23:30:26,680 - Train: 9.56% [119650/1251000] [95.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002933] [CE 4.503 (4.443)] [KD 4.508 (4.314)] 2024-10-15 23:30:38,611 - Train: 9.57% [119700/1251000] [95.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002933] [CE 4.197 (4.438)] [KD 4.135 (4.340)] 2024-10-15 23:30:50,523 - Train: 9.57% [119750/1251000] [95.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002933] [CE 4.327 (4.440)] [KD 4.223 (4.309)] 2024-10-15 23:31:02,630 - Train: 9.58% [119800/1251000] [95.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002933] [CE 4.537 (4.415)] [KD 4.164 (4.201)] 2024-10-15 23:31:14,509 - Train: 9.58% [119850/1251000] [95.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002933] [CE 4.369 (4.427)] [KD 4.156 (4.250)] 2024-10-15 23:31:26,685 - Train: 9.58% [119900/1251000] [95.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002933] [CE 4.002 (4.391)] [KD 4.239 (4.271)] 2024-10-15 23:31:38,750 - Train: 9.59% [119950/1251000] [95.9/1000.0] [batch_t 0.275 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.002933] [CE 4.882 (4.461)] [KD 4.614 (4.327)] 2024-10-15 23:31:51,126 - Train: 9.59% [120000/1251000] [95.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002933] [CE 4.750 (4.388)] [KD 4.474 (4.339)] 2024-10-15 23:32:03,601 - Train: 9.60% [120050/1251000] [96.0/1000.0] [batch_t 0.273 (0.249)] [data_t 0.047] [optim_t 0.226] [lr 0.002933] [CE 4.401 (4.402)] [KD 4.569 (4.227)] 2024-10-15 23:32:14,888 - ==> Total time: 8:18:55 Eta: 3 days, 6:18:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:32:20,058 - Train: 9.60% [120100/1251000] [96.0/1000.0] [batch_t 0.238 (0.851)] [data_t 0.009] [optim_t 0.229] [lr 0.002933] [CE 4.351 (4.319)] [KD 4.056 (4.184)] 2024-10-15 23:32:32,129 - Train: 9.60% [120150/1251000] [96.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002933] [CE 4.581 (4.409)] [KD 4.175 (4.263)] 2024-10-15 23:32:44,104 - Train: 9.61% [120200/1251000] [96.1/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002933] [CE 4.520 (4.384)] [KD 4.310 (4.229)] 2024-10-15 23:32:56,741 - Train: 9.61% [120250/1251000] [96.1/1000.0] [batch_t 0.245 (0.253)] [data_t 0.009] [optim_t 0.236] [lr 0.002933] [CE 4.163 (4.485)] [KD 4.030 (4.291)] 2024-10-15 23:33:09,815 - Train: 9.62% [120300/1251000] [96.2/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.002933] [CE 4.571 (4.433)] [KD 4.152 (4.186)] 2024-10-15 23:33:22,329 - Train: 9.62% [120350/1251000] [96.2/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002933] [CE 4.554 (4.394)] [KD 4.650 (4.241)] 2024-10-15 23:33:35,168 - Train: 9.62% [120400/1251000] [96.2/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.002933] [CE 4.254 (4.413)] [KD 4.215 (4.225)] 2024-10-15 23:33:47,401 - Train: 9.63% [120450/1251000] [96.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002933] [CE 3.755 (4.386)] [KD 3.840 (4.222)] 2024-10-15 23:34:00,013 - Train: 9.63% [120500/1251000] [96.3/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002933] [CE 4.874 (4.429)] [KD 4.740 (4.295)] 2024-10-15 23:34:12,572 - Train: 9.64% [120550/1251000] [96.4/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002932] [CE 4.376 (4.360)] [KD 4.074 (4.167)] 2024-10-15 23:34:24,857 - Train: 9.64% [120600/1251000] [96.4/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.261] [lr 0.002932] [CE 3.694 (4.463)] [KD 3.940 (4.324)] 2024-10-15 23:34:37,335 - Train: 9.64% [120650/1251000] [96.4/1000.0] [batch_t 0.302 (0.249)] [data_t 0.009] [optim_t 0.293] [lr 0.002932] [CE 3.982 (4.449)] [KD 4.183 (4.310)] 2024-10-15 23:34:50,032 - Train: 9.65% [120700/1251000] [96.5/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.002932] [CE 4.585 (4.445)] [KD 4.172 (4.338)] 2024-10-15 23:35:02,486 - Train: 9.65% [120750/1251000] [96.5/1000.0] [batch_t 0.244 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.002932] [CE 4.111 (4.410)] [KD 4.247 (4.324)] 2024-10-15 23:35:14,849 - Train: 9.66% [120800/1251000] [96.6/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.002932] [CE 4.355 (4.450)] [KD 4.371 (4.297)] 2024-10-15 23:35:27,294 - Train: 9.66% [120850/1251000] [96.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002932] [CE 4.672 (4.483)] [KD 4.474 (4.368)] 2024-10-15 23:35:39,833 - Train: 9.66% [120900/1251000] [96.6/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002932] [CE 4.287 (4.448)] [KD 4.075 (4.365)] 2024-10-15 23:35:52,101 - Train: 9.67% [120950/1251000] [96.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002932] [CE 4.127 (4.431)] [KD 4.195 (4.340)] 2024-10-15 23:36:04,618 - Train: 9.67% [121000/1251000] [96.7/1000.0] [batch_t 0.255 (0.250)] [data_t 0.009] [optim_t 0.246] [lr 0.002932] [CE 4.031 (4.427)] [KD 4.103 (4.322)] 2024-10-15 23:36:17,185 - Train: 9.68% [121050/1251000] [96.8/1000.0] [batch_t 0.264 (0.251)] [data_t 0.009] [optim_t 0.255] [lr 0.002932] [CE 4.415 (4.405)] [KD 4.284 (4.235)] 2024-10-15 23:36:29,722 - Train: 9.68% [121100/1251000] [96.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002932] [CE 4.275 (4.379)] [KD 4.501 (4.273)] 2024-10-15 23:36:42,111 - Train: 9.68% [121150/1251000] [96.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002932] [CE 4.600 (4.476)] [KD 4.341 (4.310)] 2024-10-15 23:36:54,287 - Train: 9.69% [121200/1251000] [96.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002932] [CE 4.732 (4.491)] [KD 4.393 (4.366)] 2024-10-15 23:37:06,816 - Train: 9.69% [121250/1251000] [96.9/1000.0] [batch_t 0.260 (0.250)] [data_t 0.009] [optim_t 0.251] [lr 0.002932] [CE 4.236 (4.416)] [KD 4.125 (4.329)] 2024-10-15 23:37:19,218 - Train: 9.70% [121300/1251000] [97.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002932] [CE 4.244 (4.414)] [KD 4.416 (4.284)] 2024-10-15 23:37:30,868 - ==> Total time: 8:24:11 Eta: 3 days, 6:13:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:37:35,668 - Train: 9.70% [121350/1251000] [97.0/1000.0] [batch_t 0.239 (1.147)] [data_t 0.009] [optim_t 0.230] [lr 0.002932] [CE 4.000 (4.251)] [KD 4.091 (4.093)] 2024-10-15 23:37:47,713 - Train: 9.70% [121400/1251000] [97.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002932] [CE 4.598 (4.430)] [KD 4.238 (4.232)] 2024-10-15 23:37:59,738 - Train: 9.71% [121450/1251000] [97.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002931] [CE 4.396 (4.469)] [KD 4.465 (4.222)] 2024-10-15 23:38:11,941 - Train: 9.71% [121500/1251000] [97.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002931] [CE 4.517 (4.402)] [KD 4.050 (4.205)] 2024-10-15 23:38:24,277 - Train: 9.72% [121550/1251000] [97.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002931] [CE 3.988 (4.358)] [KD 4.340 (4.202)] 2024-10-15 23:38:36,164 - Train: 9.72% [121600/1251000] [97.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002931] [CE 4.640 (4.435)] [KD 4.043 (4.206)] 2024-10-15 23:38:48,112 - Train: 9.72% [121650/1251000] [97.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002931] [CE 4.687 (4.492)] [KD 4.481 (4.355)] 2024-10-15 23:38:59,981 - Train: 9.73% [121700/1251000] [97.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002931] [CE 4.916 (4.481)] [KD 4.397 (4.287)] 2024-10-15 23:39:11,958 - Train: 9.73% [121750/1251000] [97.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002931] [CE 4.389 (4.474)] [KD 3.923 (4.279)] 2024-10-15 23:39:23,939 - Train: 9.74% [121800/1251000] [97.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002931] [CE 4.681 (4.379)] [KD 4.153 (4.202)] 2024-10-15 23:39:35,962 - Train: 9.74% [121850/1251000] [97.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002931] [CE 4.764 (4.391)] [KD 4.295 (4.324)] 2024-10-15 23:39:47,855 - Train: 9.74% [121900/1251000] [97.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002931] [CE 4.302 (4.411)] [KD 4.345 (4.351)] 2024-10-15 23:39:59,847 - Train: 9.75% [121950/1251000] [97.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002931] [CE 4.685 (4.417)] [KD 4.489 (4.274)] 2024-10-15 23:40:11,719 - Train: 9.75% [122000/1251000] [97.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002931] [CE 4.880 (4.417)] [KD 4.588 (4.302)] 2024-10-15 23:40:23,699 - Train: 9.76% [122050/1251000] [97.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002931] [CE 4.533 (4.462)] [KD 4.223 (4.315)] 2024-10-15 23:40:35,606 - Train: 9.76% [122100/1251000] [97.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002931] [CE 4.391 (4.421)] [KD 3.972 (4.251)] 2024-10-15 23:40:47,668 - Train: 9.76% [122150/1251000] [97.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002931] [CE 4.320 (4.346)] [KD 4.166 (4.298)] 2024-10-15 23:40:59,665 - Train: 9.77% [122200/1251000] [97.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002931] [CE 4.249 (4.383)] [KD 4.257 (4.237)] 2024-10-15 23:41:11,603 - Train: 9.77% [122250/1251000] [97.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002931] [CE 4.521 (4.454)] [KD 4.395 (4.327)] 2024-10-15 23:41:23,507 - Train: 9.78% [122300/1251000] [97.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002931] [CE 3.981 (4.466)] [KD 4.041 (4.394)] 2024-10-15 23:41:35,620 - Train: 9.78% [122350/1251000] [97.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002930] [CE 4.328 (4.391)] [KD 4.125 (4.257)] 2024-10-15 23:41:47,603 - Train: 9.78% [122400/1251000] [97.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002930] [CE 4.144 (4.508)] [KD 3.825 (4.303)] 2024-10-15 23:41:59,341 - Train: 9.79% [122450/1251000] [97.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002930] [CE 4.453 (4.410)] [KD 4.394 (4.209)] 2024-10-15 23:42:11,457 - Train: 9.79% [122500/1251000] [97.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002930] [CE 3.876 (4.419)] [KD 4.425 (4.337)] 2024-10-15 23:42:23,448 - Train: 9.80% [122550/1251000] [98.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002930] [CE 4.280 (4.431)] [KD 4.008 (4.327)] 2024-10-15 23:42:34,880 - ==> Total time: 8:29:15 Eta: 3 days, 6:07:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:42:39,208 - Train: 9.80% [122600/1251000] [98.0/1000.0] [batch_t 0.244 (1.561)] [data_t 0.009] [optim_t 0.235] [lr 0.002930] [CE 4.621 (4.601)] [KD 4.395 (4.407)] 2024-10-15 23:42:51,267 - Train: 9.80% [122650/1251000] [98.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002930] [CE 4.159 (4.448)] [KD 4.157 (4.329)] 2024-10-15 23:43:03,435 - Train: 9.81% [122700/1251000] [98.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002930] [CE 3.806 (4.459)] [KD 4.061 (4.313)] 2024-10-15 23:43:15,333 - Train: 9.81% [122750/1251000] [98.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002930] [CE 4.667 (4.443)] [KD 4.350 (4.197)] 2024-10-15 23:43:27,310 - Train: 9.82% [122800/1251000] [98.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002930] [CE 4.540 (4.365)] [KD 4.465 (4.218)] 2024-10-15 23:43:39,629 - Train: 9.82% [122850/1251000] [98.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002930] [CE 4.626 (4.442)] [KD 4.501 (4.342)] 2024-10-15 23:43:51,447 - Train: 9.82% [122900/1251000] [98.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002930] [CE 4.640 (4.429)] [KD 4.346 (4.296)] 2024-10-15 23:44:03,393 - Train: 9.83% [122950/1251000] [98.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002930] [CE 4.651 (4.430)] [KD 4.417 (4.311)] 2024-10-15 23:44:15,406 - Train: 9.83% [123000/1251000] [98.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002930] [CE 4.474 (4.490)] [KD 4.291 (4.316)] 2024-10-15 23:44:27,348 - Train: 9.84% [123050/1251000] [98.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002930] [CE 4.904 (4.432)] [KD 4.610 (4.327)] 2024-10-15 23:44:39,570 - Train: 9.84% [123100/1251000] [98.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002930] [CE 4.498 (4.503)] [KD 4.488 (4.420)] 2024-10-15 23:44:51,861 - Train: 9.84% [123150/1251000] [98.4/1000.0] [batch_t 0.382 (0.246)] [data_t 0.009] [optim_t 0.373] [lr 0.002930] [CE 4.426 (4.423)] [KD 4.179 (4.285)] 2024-10-15 23:45:03,984 - Train: 9.85% [123200/1251000] [98.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002929] [CE 4.107 (4.410)] [KD 4.220 (4.254)] 2024-10-15 23:45:16,186 - Train: 9.85% [123250/1251000] [98.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002929] [CE 4.723 (4.464)] [KD 4.616 (4.352)] 2024-10-15 23:45:28,539 - Train: 9.86% [123300/1251000] [98.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002929] [CE 5.110 (4.497)] [KD 4.626 (4.370)] 2024-10-15 23:45:40,730 - Train: 9.86% [123350/1251000] [98.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002929] [CE 4.174 (4.433)] [KD 4.253 (4.216)] 2024-10-15 23:45:53,210 - Train: 9.86% [123400/1251000] [98.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002929] [CE 4.037 (4.445)] [KD 3.955 (4.269)] 2024-10-15 23:46:05,335 - Train: 9.87% [123450/1251000] [98.7/1000.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.002929] [CE 4.207 (4.442)] [KD 4.190 (4.286)] 2024-10-15 23:46:17,666 - Train: 9.87% [123500/1251000] [98.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002929] [CE 4.972 (4.395)] [KD 4.531 (4.202)] 2024-10-15 23:46:30,250 - Train: 9.88% [123550/1251000] [98.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002929] [CE 4.328 (4.369)] [KD 4.111 (4.260)] 2024-10-15 23:46:42,615 - Train: 9.88% [123600/1251000] [98.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002929] [CE 4.345 (4.422)] [KD 4.011 (4.243)] 2024-10-15 23:46:55,097 - Train: 9.88% [123650/1251000] [98.8/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002929] [CE 4.508 (4.465)] [KD 4.118 (4.323)] 2024-10-15 23:47:07,575 - Train: 9.89% [123700/1251000] [98.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002929] [CE 4.474 (4.434)] [KD 4.517 (4.198)] 2024-10-15 23:47:19,808 - Train: 9.89% [123750/1251000] [98.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002929] [CE 4.905 (4.392)] [KD 4.477 (4.188)] 2024-10-15 23:47:32,390 - Train: 9.90% [123800/1251000] [99.0/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002929] [CE 4.714 (4.512)] [KD 4.520 (4.299)] 2024-10-15 23:47:44,480 - ==> Total time: 8:34:25 Eta: 3 days, 6:01:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:47:47,668 - Train: 9.90% [123850/1251000] [99.0/1000.0] [batch_t 1.940 (1.940)] [data_t 1.700] [optim_t 0.239] [lr 0.002929] [CE 4.290 (4.290)] [KD 4.303 (4.303)] 2024-10-15 23:47:59,920 - Train: 9.90% [123900/1251000] [99.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002929] [CE 4.390 (4.461)] [KD 4.371 (4.258)] 2024-10-15 23:48:11,679 - Train: 9.91% [123950/1251000] [99.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002929] [CE 4.834 (4.416)] [KD 4.381 (4.252)] 2024-10-15 23:48:23,967 - Train: 9.91% [124000/1251000] [99.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002929] [CE 4.876 (4.383)] [KD 4.326 (4.191)] 2024-10-15 23:48:36,194 - Train: 9.92% [124050/1251000] [99.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002929] [CE 4.564 (4.477)] [KD 4.223 (4.235)] 2024-10-15 23:48:47,959 - Train: 9.92% [124100/1251000] [99.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002928] [CE 4.264 (4.408)] [KD 4.149 (4.219)] 2024-10-15 23:48:59,801 - Train: 9.92% [124150/1251000] [99.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002928] [CE 3.756 (4.511)] [KD 4.231 (4.329)] 2024-10-15 23:49:11,755 - Train: 9.93% [124200/1251000] [99.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002928] [CE 4.378 (4.519)] [KD 4.043 (4.333)] 2024-10-15 23:49:23,731 - Train: 9.93% [124250/1251000] [99.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002928] [CE 4.760 (4.393)] [KD 4.447 (4.232)] 2024-10-15 23:49:35,652 - Train: 9.94% [124300/1251000] [99.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002928] [CE 4.502 (4.463)] [KD 4.165 (4.310)] 2024-10-15 23:49:47,405 - Train: 9.94% [124350/1251000] [99.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002928] [CE 4.660 (4.480)] [KD 4.580 (4.272)] 2024-10-15 23:49:59,555 - Train: 9.94% [124400/1251000] [99.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002928] [CE 4.131 (4.325)] [KD 4.086 (4.254)] 2024-10-15 23:50:11,511 - Train: 9.95% [124450/1251000] [99.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002928] [CE 4.518 (4.406)] [KD 4.161 (4.278)] 2024-10-15 23:50:23,242 - Train: 9.95% [124500/1251000] [99.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002928] [CE 4.911 (4.429)] [KD 4.677 (4.307)] 2024-10-15 23:50:35,146 - Train: 9.96% [124550/1251000] [99.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002928] [CE 4.506 (4.415)] [KD 4.300 (4.265)] 2024-10-15 23:50:47,061 - Train: 9.96% [124600/1251000] [99.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002928] [CE 4.172 (4.474)] [KD 4.130 (4.244)] 2024-10-15 23:50:59,202 - Train: 9.96% [124650/1251000] [99.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002928] [CE 4.824 (4.504)] [KD 4.212 (4.297)] 2024-10-15 23:51:11,184 - Train: 9.97% [124700/1251000] [99.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002928] [CE 4.887 (4.428)] [KD 4.316 (4.268)] 2024-10-15 23:51:22,981 - Train: 9.97% [124750/1251000] [99.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002928] [CE 4.036 (4.476)] [KD 4.243 (4.384)] 2024-10-15 23:51:34,950 - Train: 9.98% [124800/1251000] [99.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002928] [CE 4.156 (4.398)] [KD 4.282 (4.317)] 2024-10-15 23:51:46,964 - Train: 9.98% [124850/1251000] [99.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002928] [CE 4.022 (4.450)] [KD 4.322 (4.319)] 2024-10-15 23:51:58,742 - Train: 9.98% [124900/1251000] [99.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002928] [CE 4.600 (4.520)] [KD 4.407 (4.371)] 2024-10-15 23:52:10,659 - Train: 9.99% [124950/1251000] [99.9/1000.0] [batch_t 0.372 (0.238)] [data_t 0.009] [optim_t 0.363] [lr 0.002927] [CE 3.898 (4.388)] [KD 3.888 (4.178)] 2024-10-15 23:52:22,629 - Train: 9.99% [125000/1251000] [99.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002927] [CE 4.583 (4.415)] [KD 4.032 (4.231)] 2024-10-15 23:52:34,662 - Train: 10.00% [125050/1251000] [100.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002927] [CE 4.441 (4.483)] [KD 4.493 (4.263)] 2024-10-15 23:52:46,348 - Train: 10.00% [125100/1251000] [100.0/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002927] [CE 4.768 (4.420)] [KD 4.550 (4.287)] 2024-10-15 23:52:58,328 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 35570] [top5_cnt 45372] [top_all 50000] 2024-10-15 23:52:58,329 - net: 71.140 (90.744) 2024-10-15 23:53:10,506 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38652] [top5_cnt 46811] [top_all 50000] 2024-10-15 23:53:10,506 - net_E: 77.304 (93.622) 2024-10-15 23:53:10,650 - Max [top1: 71.524 (epoch: 80)] [top1-ema: 77.344 (epoch: 95)] 2024-10-15 23:53:10,650 - ==> Total time: 8:39:51 Eta: 3 days, 5:58:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:53:26,413 - Train: 10.00% [125150/1251000] [100.0/1000.0] [batch_t 0.235 (0.289)] [data_t 0.009] [optim_t 0.226] [lr 0.002927] [CE 4.173 (4.447)] [KD 4.163 (4.292)] 2024-10-15 23:53:38,516 - Train: 10.01% [125200/1251000] [100.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002927] [CE 4.099 (4.403)] [KD 4.010 (4.242)] 2024-10-15 23:53:50,533 - Train: 10.01% [125250/1251000] [100.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002927] [CE 4.659 (4.491)] [KD 4.313 (4.301)] 2024-10-15 23:54:02,415 - Train: 10.02% [125300/1251000] [100.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002927] [CE 4.594 (4.364)] [KD 3.836 (4.127)] 2024-10-15 23:54:14,507 - Train: 10.02% [125350/1251000] [100.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002927] [CE 4.474 (4.471)] [KD 4.235 (4.314)] 2024-10-15 23:54:26,306 - Train: 10.02% [125400/1251000] [100.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002927] [CE 4.226 (4.388)] [KD 3.947 (4.232)] 2024-10-15 23:54:38,280 - Train: 10.03% [125450/1251000] [100.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002927] [CE 4.553 (4.408)] [KD 4.234 (4.298)] 2024-10-15 23:54:50,141 - Train: 10.03% [125500/1251000] [100.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002927] [CE 4.485 (4.366)] [KD 4.141 (4.238)] 2024-10-15 23:55:02,048 - Train: 10.04% [125550/1251000] [100.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002927] [CE 4.705 (4.439)] [KD 4.077 (4.259)] 2024-10-15 23:55:14,027 - Train: 10.04% [125600/1251000] [100.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002927] [CE 4.592 (4.426)] [KD 4.252 (4.266)] 2024-10-15 23:55:26,051 - Train: 10.04% [125650/1251000] [100.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002927] [CE 4.252 (4.388)] [KD 4.097 (4.266)] 2024-10-15 23:55:38,457 - Train: 10.05% [125700/1251000] [100.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002927] [CE 4.915 (4.488)] [KD 4.640 (4.247)] 2024-10-15 23:55:50,485 - Train: 10.05% [125750/1251000] [100.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002927] [CE 3.733 (4.398)] [KD 4.018 (4.192)] 2024-10-15 23:56:02,403 - Train: 10.06% [125800/1251000] [100.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002927] [CE 4.334 (4.482)] [KD 4.405 (4.231)] 2024-10-15 23:56:14,489 - Train: 10.06% [125850/1251000] [100.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002926] [CE 4.685 (4.470)] [KD 4.189 (4.302)] 2024-10-15 23:56:26,309 - Train: 10.06% [125900/1251000] [100.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002926] [CE 4.736 (4.368)] [KD 4.655 (4.240)] 2024-10-15 23:56:38,264 - Train: 10.07% [125950/1251000] [100.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002926] [CE 4.998 (4.469)] [KD 4.397 (4.265)] 2024-10-15 23:56:49,950 - Train: 10.07% [126000/1251000] [100.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 4.453 (4.428)] [KD 4.527 (4.312)] 2024-10-15 23:57:01,986 - Train: 10.08% [126050/1251000] [100.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 4.260 (4.423)] [KD 4.185 (4.279)] 2024-10-15 23:57:13,913 - Train: 10.08% [126100/1251000] [100.8/1000.0] [batch_t 0.301 (0.238)] [data_t 0.009] [optim_t 0.292] [lr 0.002926] [CE 4.422 (4.438)] [KD 4.303 (4.269)] 2024-10-15 23:57:25,688 - Train: 10.08% [126150/1251000] [100.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 3.870 (4.416)] [KD 3.859 (4.284)] 2024-10-15 23:57:37,909 - Train: 10.09% [126200/1251000] [100.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 4.745 (4.429)] [KD 4.421 (4.329)] 2024-10-15 23:57:50,151 - Train: 10.09% [126250/1251000] [100.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002926] [CE 4.584 (4.447)] [KD 4.279 (4.280)] 2024-10-15 23:58:02,697 - Train: 10.10% [126300/1251000] [101.0/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.234] [lr 0.002926] [CE 4.138 (4.368)] [KD 4.490 (4.223)] 2024-10-15 23:58:14,863 - Train: 10.10% [126350/1251000] [101.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002926] [CE 4.126 (4.468)] [KD 4.330 (4.346)] 2024-10-15 23:58:15,098 - ==> Total time: 8:44:55 Eta: 3 days, 5:52:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-15 23:58:30,481 - Train: 10.10% [126400/1251000] [101.0/1000.0] [batch_t 0.232 (0.286)] [data_t 0.009] [optim_t 0.223] [lr 0.002926] [CE 4.836 (4.393)] [KD 4.488 (4.188)] 2024-10-15 23:58:42,962 - Train: 10.11% [126450/1251000] [101.1/1000.0] [batch_t 0.325 (0.249)] [data_t 0.009] [optim_t 0.316] [lr 0.002926] [CE 4.721 (4.459)] [KD 4.487 (4.325)] 2024-10-15 23:58:54,846 - Train: 10.11% [126500/1251000] [101.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002926] [CE 4.158 (4.433)] [KD 4.056 (4.277)] 2024-10-15 23:59:06,752 - Train: 10.12% [126550/1251000] [101.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 4.638 (4.392)] [KD 4.223 (4.225)] 2024-10-15 23:59:18,595 - Train: 10.12% [126600/1251000] [101.2/1000.0] [batch_t 0.301 (0.237)] [data_t 0.078] [optim_t 0.223] [lr 0.002926] [CE 4.775 (4.413)] [KD 4.250 (4.219)] 2024-10-15 23:59:30,944 - Train: 10.12% [126650/1251000] [101.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002926] [CE 3.793 (4.356)] [KD 3.870 (4.234)] 2024-10-15 23:59:43,131 - Train: 10.13% [126700/1251000] [101.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002925] [CE 4.548 (4.460)] [KD 4.334 (4.222)] 2024-10-15 23:59:55,164 - Train: 10.13% [126750/1251000] [101.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002925] [CE 4.092 (4.416)] [KD 4.111 (4.264)] 2024-10-16 00:00:07,002 - Train: 10.14% [126800/1251000] [101.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002925] [CE 4.495 (4.415)] [KD 4.387 (4.256)] 2024-10-16 00:00:19,244 - Train: 10.14% [126850/1251000] [101.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002925] [CE 4.420 (4.432)] [KD 4.151 (4.290)] 2024-10-16 00:00:31,193 - Train: 10.14% [126900/1251000] [101.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002925] [CE 4.820 (4.367)] [KD 4.336 (4.228)] 2024-10-16 00:00:43,393 - Train: 10.15% [126950/1251000] [101.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002925] [CE 4.403 (4.458)] [KD 4.104 (4.331)] 2024-10-16 00:00:55,410 - Train: 10.15% [127000/1251000] [101.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002925] [CE 4.273 (4.421)] [KD 4.137 (4.326)] 2024-10-16 00:01:07,632 - Train: 10.16% [127050/1251000] [101.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002925] [CE 4.120 (4.414)] [KD 4.224 (4.318)] 2024-10-16 00:01:19,633 - Train: 10.16% [127100/1251000] [101.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002925] [CE 4.331 (4.436)] [KD 4.122 (4.285)] 2024-10-16 00:01:31,865 - Train: 10.16% [127150/1251000] [101.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002925] [CE 4.683 (4.475)] [KD 4.387 (4.248)] 2024-10-16 00:01:43,818 - Train: 10.17% [127200/1251000] [101.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002925] [CE 4.641 (4.443)] [KD 4.253 (4.276)] 2024-10-16 00:01:56,017 - Train: 10.17% [127250/1251000] [101.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002925] [CE 4.141 (4.455)] [KD 4.335 (4.290)] 2024-10-16 00:02:08,008 - Train: 10.18% [127300/1251000] [101.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002925] [CE 4.178 (4.409)] [KD 4.090 (4.292)] 2024-10-16 00:02:20,172 - Train: 10.18% [127350/1251000] [101.8/1000.0] [batch_t 0.296 (0.243)] [data_t 0.009] [optim_t 0.287] [lr 0.002925] [CE 4.107 (4.522)] [KD 4.434 (4.335)] 2024-10-16 00:02:32,073 - Train: 10.18% [127400/1251000] [101.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002925] [CE 4.505 (4.443)] [KD 4.109 (4.292)] 2024-10-16 00:02:44,083 - Train: 10.19% [127450/1251000] [101.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002925] [CE 4.283 (4.427)] [KD 4.099 (4.285)] 2024-10-16 00:02:56,170 - Train: 10.19% [127500/1251000] [101.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002925] [CE 4.291 (4.463)] [KD 4.094 (4.284)] 2024-10-16 00:03:08,435 - Train: 10.20% [127550/1251000] [102.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002924] [CE 4.318 (4.420)] [KD 4.228 (4.156)] 2024-10-16 00:03:20,386 - Train: 10.20% [127600/1251000] [102.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002924] [CE 4.315 (4.451)] [KD 4.241 (4.347)] 2024-10-16 00:03:20,855 - ==> Total time: 8:50:01 Eta: 3 days, 5:46:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:03:36,185 - Train: 10.20% [127650/1251000] [102.0/1000.0] [batch_t 0.232 (0.285)] [data_t 0.009] [optim_t 0.223] [lr 0.002924] [CE 4.110 (4.401)] [KD 4.138 (4.182)] 2024-10-16 00:03:48,292 - Train: 10.21% [127700/1251000] [102.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002924] [CE 4.293 (4.467)] [KD 4.267 (4.227)] 2024-10-16 00:04:00,434 - Train: 10.21% [127750/1251000] [102.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002924] [CE 4.697 (4.426)] [KD 4.184 (4.274)] 2024-10-16 00:04:12,375 - Train: 10.22% [127800/1251000] [102.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002924] [CE 4.538 (4.419)] [KD 4.375 (4.214)] 2024-10-16 00:04:24,441 - Train: 10.22% [127850/1251000] [102.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002924] [CE 4.767 (4.397)] [KD 4.649 (4.210)] 2024-10-16 00:04:36,348 - Train: 10.22% [127900/1251000] [102.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002924] [CE 4.274 (4.430)] [KD 4.436 (4.293)] 2024-10-16 00:04:48,640 - Train: 10.23% [127950/1251000] [102.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002924] [CE 4.759 (4.485)] [KD 4.179 (4.201)] 2024-10-16 00:05:00,514 - Train: 10.23% [128000/1251000] [102.3/1000.0] [batch_t 0.329 (0.237)] [data_t 0.009] [optim_t 0.320] [lr 0.002924] [CE 4.318 (4.486)] [KD 4.263 (4.211)] 2024-10-16 00:05:12,450 - Train: 10.24% [128050/1251000] [102.4/1000.0] [batch_t 0.378 (0.239)] [data_t 0.009] [optim_t 0.369] [lr 0.002924] [CE 4.911 (4.397)] [KD 4.407 (4.147)] 2024-10-16 00:05:24,415 - Train: 10.24% [128100/1251000] [102.4/1000.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.002924] [CE 3.740 (4.396)] [KD 4.131 (4.260)] 2024-10-16 00:05:36,651 - Train: 10.24% [128150/1251000] [102.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002924] [CE 4.487 (4.431)] [KD 4.265 (4.230)] 2024-10-16 00:05:48,480 - Train: 10.25% [128200/1251000] [102.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002924] [CE 4.864 (4.498)] [KD 4.502 (4.256)] 2024-10-16 00:06:00,365 - Train: 10.25% [128250/1251000] [102.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002924] [CE 3.882 (4.400)] [KD 3.981 (4.181)] 2024-10-16 00:06:12,387 - Train: 10.26% [128300/1251000] [102.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002924] [CE 4.172 (4.378)] [KD 4.050 (4.211)] 2024-10-16 00:06:24,696 - Train: 10.26% [128350/1251000] [102.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002924] [CE 4.208 (4.443)] [KD 4.363 (4.252)] 2024-10-16 00:06:36,472 - Train: 10.26% [128400/1251000] [102.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 4.804 (4.401)] [KD 4.278 (4.249)] 2024-10-16 00:06:48,232 - Train: 10.27% [128450/1251000] [102.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002923] [CE 4.403 (4.458)] [KD 4.420 (4.280)] 2024-10-16 00:07:00,411 - Train: 10.27% [128500/1251000] [102.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 3.897 (4.411)] [KD 3.999 (4.206)] 2024-10-16 00:07:12,591 - Train: 10.28% [128550/1251000] [102.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002923] [CE 4.720 (4.321)] [KD 4.311 (4.172)] 2024-10-16 00:07:24,781 - Train: 10.28% [128600/1251000] [102.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002923] [CE 4.084 (4.403)] [KD 3.857 (4.279)] 2024-10-16 00:07:37,105 - Train: 10.28% [128650/1251000] [102.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002923] [CE 4.401 (4.387)] [KD 4.173 (4.246)] 2024-10-16 00:07:49,508 - Train: 10.29% [128700/1251000] [102.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002923] [CE 4.796 (4.491)] [KD 4.356 (4.357)] 2024-10-16 00:08:01,726 - Train: 10.29% [128750/1251000] [102.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 4.001 (4.389)] [KD 3.984 (4.304)] 2024-10-16 00:08:14,047 - Train: 10.30% [128800/1251000] [103.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002923] [CE 4.528 (4.507)] [KD 4.189 (4.283)] 2024-10-16 00:08:25,956 - Train: 10.30% [128850/1251000] [103.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002923] [CE 4.960 (4.420)] [KD 4.657 (4.285)] 2024-10-16 00:08:26,651 - ==> Total time: 8:55:07 Eta: 3 days, 5:40:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:08:41,860 - Train: 10.30% [128900/1251000] [103.0/1000.0] [batch_t 0.236 (0.296)] [data_t 0.009] [optim_t 0.228] [lr 0.002923] [CE 4.840 (4.416)] [KD 4.472 (4.212)] 2024-10-16 00:08:53,970 - Train: 10.31% [128950/1251000] [103.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002923] [CE 3.477 (4.391)] [KD 3.983 (4.233)] 2024-10-16 00:09:06,311 - Train: 10.31% [129000/1251000] [103.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002923] [CE 4.115 (4.396)] [KD 4.121 (4.206)] 2024-10-16 00:09:18,161 - Train: 10.32% [129050/1251000] [103.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 4.494 (4.511)] [KD 3.907 (4.264)] 2024-10-16 00:09:29,956 - Train: 10.32% [129100/1251000] [103.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002923] [CE 3.746 (4.406)] [KD 4.189 (4.225)] 2024-10-16 00:09:41,942 - Train: 10.32% [129150/1251000] [103.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 4.847 (4.524)] [KD 4.285 (4.393)] 2024-10-16 00:09:54,046 - Train: 10.33% [129200/1251000] [103.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002923] [CE 4.935 (4.502)] [KD 4.623 (4.299)] 2024-10-16 00:10:05,807 - Train: 10.33% [129250/1251000] [103.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002922] [CE 3.934 (4.404)] [KD 4.201 (4.238)] 2024-10-16 00:10:18,027 - Train: 10.34% [129300/1251000] [103.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002922] [CE 4.600 (4.507)] [KD 4.143 (4.315)] 2024-10-16 00:10:29,763 - Train: 10.34% [129350/1251000] [103.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002922] [CE 4.424 (4.369)] [KD 4.259 (4.181)] 2024-10-16 00:10:41,735 - Train: 10.34% [129400/1251000] [103.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002922] [CE 3.999 (4.412)] [KD 4.200 (4.249)] 2024-10-16 00:10:53,576 - Train: 10.35% [129450/1251000] [103.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002922] [CE 4.594 (4.435)] [KD 4.501 (4.289)] 2024-10-16 00:11:05,566 - Train: 10.35% [129500/1251000] [103.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002922] [CE 4.414 (4.474)] [KD 4.243 (4.363)] 2024-10-16 00:11:17,498 - Train: 10.36% [129550/1251000] [103.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002922] [CE 5.046 (4.508)] [KD 4.522 (4.262)] 2024-10-16 00:11:29,697 - Train: 10.36% [129600/1251000] [103.6/1000.0] [batch_t 0.389 (0.244)] [data_t 0.009] [optim_t 0.380] [lr 0.002922] [CE 4.011 (4.415)] [KD 4.231 (4.280)] 2024-10-16 00:11:41,450 - Train: 10.36% [129650/1251000] [103.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002922] [CE 4.348 (4.374)] [KD 4.107 (4.237)] 2024-10-16 00:11:53,335 - Train: 10.37% [129700/1251000] [103.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002922] [CE 4.319 (4.412)] [KD 4.002 (4.158)] 2024-10-16 00:12:05,188 - Train: 10.37% [129750/1251000] [103.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002922] [CE 4.532 (4.394)] [KD 4.032 (4.228)] 2024-10-16 00:12:17,651 - Train: 10.38% [129800/1251000] [103.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002922] [CE 4.235 (4.446)] [KD 4.070 (4.242)] 2024-10-16 00:12:29,678 - Train: 10.38% [129850/1251000] [103.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002922] [CE 3.833 (4.453)] [KD 3.895 (4.225)] 2024-10-16 00:12:41,465 - Train: 10.38% [129900/1251000] [103.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002922] [CE 4.278 (4.384)] [KD 4.043 (4.267)] 2024-10-16 00:12:53,494 - Train: 10.39% [129950/1251000] [103.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002922] [CE 5.114 (4.411)] [KD 4.293 (4.240)] 2024-10-16 00:13:05,552 - Train: 10.39% [130000/1251000] [103.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002922] [CE 3.685 (4.366)] [KD 3.947 (4.257)] 2024-10-16 00:13:17,445 - Train: 10.40% [130050/1251000] [104.0/1000.0] [batch_t 0.293 (0.238)] [data_t 0.009] [optim_t 0.284] [lr 0.002922] [CE 4.245 (4.431)] [KD 4.543 (4.328)] 2024-10-16 00:13:29,453 - Train: 10.40% [130100/1251000] [104.0/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002921] [CE 4.106 (4.441)] [KD 3.983 (4.337)] 2024-10-16 00:13:30,483 - ==> Total time: 9:00:11 Eta: 3 days, 5:33:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:13:45,611 - Train: 10.40% [130150/1251000] [104.0/1000.0] [batch_t 0.232 (0.298)] [data_t 0.009] [optim_t 0.224] [lr 0.002921] [CE 4.771 (4.381)] [KD 4.145 (4.191)] 2024-10-16 00:13:57,778 - Train: 10.41% [130200/1251000] [104.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002921] [CE 4.781 (4.415)] [KD 4.582 (4.299)] 2024-10-16 00:14:09,551 - Train: 10.41% [130250/1251000] [104.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002921] [CE 4.542 (4.380)] [KD 4.360 (4.224)] 2024-10-16 00:14:21,463 - Train: 10.42% [130300/1251000] [104.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002921] [CE 4.697 (4.442)] [KD 4.317 (4.185)] 2024-10-16 00:14:33,461 - Train: 10.42% [130350/1251000] [104.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002921] [CE 4.543 (4.478)] [KD 4.119 (4.250)] 2024-10-16 00:14:45,376 - Train: 10.42% [130400/1251000] [104.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002921] [CE 4.374 (4.407)] [KD 4.122 (4.186)] 2024-10-16 00:14:57,207 - Train: 10.43% [130450/1251000] [104.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002921] [CE 4.819 (4.392)] [KD 4.462 (4.160)] 2024-10-16 00:15:09,405 - Train: 10.43% [130500/1251000] [104.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002921] [CE 4.211 (4.353)] [KD 4.277 (4.293)] 2024-10-16 00:15:21,229 - Train: 10.44% [130550/1251000] [104.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002921] [CE 4.919 (4.413)] [KD 4.552 (4.247)] 2024-10-16 00:15:33,069 - Train: 10.44% [130600/1251000] [104.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002921] [CE 3.947 (4.405)] [KD 3.994 (4.181)] 2024-10-16 00:15:45,097 - Train: 10.44% [130650/1251000] [104.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002921] [CE 4.650 (4.451)] [KD 4.414 (4.262)] 2024-10-16 00:15:57,232 - Train: 10.45% [130700/1251000] [104.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002921] [CE 4.808 (4.321)] [KD 4.019 (4.204)] 2024-10-16 00:16:09,648 - Train: 10.45% [130750/1251000] [104.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002921] [CE 4.480 (4.424)] [KD 4.456 (4.240)] 2024-10-16 00:16:21,797 - Train: 10.46% [130800/1251000] [104.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002921] [CE 3.925 (4.475)] [KD 4.179 (4.365)] 2024-10-16 00:16:33,987 - Train: 10.46% [130850/1251000] [104.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002921] [CE 4.807 (4.535)] [KD 4.383 (4.367)] 2024-10-16 00:16:46,268 - Train: 10.46% [130900/1251000] [104.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002920] [CE 4.122 (4.385)] [KD 4.327 (4.208)] 2024-10-16 00:16:58,554 - Train: 10.47% [130950/1251000] [104.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002920] [CE 4.608 (4.451)] [KD 4.394 (4.239)] 2024-10-16 00:17:10,395 - Train: 10.47% [131000/1251000] [104.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002920] [CE 4.017 (4.371)] [KD 3.914 (4.220)] 2024-10-16 00:17:22,755 - Train: 10.48% [131050/1251000] [104.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002920] [CE 4.087 (4.429)] [KD 4.277 (4.192)] 2024-10-16 00:17:34,786 - Train: 10.48% [131100/1251000] [104.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002920] [CE 4.351 (4.413)] [KD 4.339 (4.286)] 2024-10-16 00:17:47,035 - Train: 10.48% [131150/1251000] [104.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002920] [CE 4.123 (4.469)] [KD 4.179 (4.340)] 2024-10-16 00:17:59,515 - Train: 10.49% [131200/1251000] [104.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002920] [CE 4.624 (4.436)] [KD 4.390 (4.308)] 2024-10-16 00:18:11,872 - Train: 10.49% [131250/1251000] [104.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002920] [CE 4.112 (4.436)] [KD 4.292 (4.272)] 2024-10-16 00:18:24,260 - Train: 10.50% [131300/1251000] [105.0/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002920] [CE 3.869 (4.385)] [KD 3.989 (4.190)] 2024-10-16 00:18:36,629 - Train: 10.50% [131350/1251000] [105.0/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002920] [CE 3.960 (4.443)] [KD 4.179 (4.279)] 2024-10-16 00:18:49,930 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 35932] [top5_cnt 45457] [top_all 50000] 2024-10-16 00:18:49,931 - net: 71.864 (90.914) 2024-10-16 00:19:02,307 - Test (net_E): 100.00% [50/50] [batch_t 0.082 (0.239)] [top1_cnt 38763] [top5_cnt 46827] [top_all 50000] 2024-10-16 00:19:02,307 - net_E: 77.526 (93.654) 2024-10-16 00:19:02,458 - Max [top1: 71.864 (epoch: 105)] [top1-ema: 77.526 (epoch: 105)] 2024-10-16 00:19:02,458 - ==> Total time: 9:05:43 Eta: 3 days, 5:31:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:19:23,607 - Train: 10.50% [131400/1251000] [105.0/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.002920] [CE 4.097 (4.379)] [KD 4.184 (4.241)] 2024-10-16 00:19:35,608 - Train: 10.51% [131450/1251000] [105.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002920] [CE 4.530 (4.441)] [KD 4.074 (4.244)] 2024-10-16 00:19:47,565 - Train: 10.51% [131500/1251000] [105.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002920] [CE 4.312 (4.411)] [KD 4.382 (4.167)] 2024-10-16 00:19:59,544 - Train: 10.52% [131550/1251000] [105.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002920] [CE 4.533 (4.415)] [KD 4.187 (4.241)] 2024-10-16 00:20:11,654 - Train: 10.52% [131600/1251000] [105.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002920] [CE 4.735 (4.350)] [KD 4.352 (4.171)] 2024-10-16 00:20:23,735 - Train: 10.52% [131650/1251000] [105.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002920] [CE 4.707 (4.424)] [KD 4.419 (4.243)] 2024-10-16 00:20:35,718 - Train: 10.53% [131700/1251000] [105.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002920] [CE 4.248 (4.365)] [KD 4.387 (4.104)] 2024-10-16 00:20:47,763 - Train: 10.53% [131750/1251000] [105.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002919] [CE 4.369 (4.442)] [KD 4.150 (4.253)] 2024-10-16 00:20:59,784 - Train: 10.54% [131800/1251000] [105.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002919] [CE 4.036 (4.437)] [KD 4.071 (4.262)] 2024-10-16 00:21:11,835 - Train: 10.54% [131850/1251000] [105.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002919] [CE 4.499 (4.434)] [KD 4.149 (4.265)] 2024-10-16 00:21:23,634 - Train: 10.54% [131900/1251000] [105.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002919] [CE 4.903 (4.418)] [KD 4.711 (4.242)] 2024-10-16 00:21:35,684 - Train: 10.55% [131950/1251000] [105.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002919] [CE 4.792 (4.399)] [KD 4.414 (4.160)] 2024-10-16 00:21:47,778 - Train: 10.55% [132000/1251000] [105.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002919] [CE 4.108 (4.423)] [KD 4.119 (4.243)] 2024-10-16 00:21:59,874 - Train: 10.56% [132050/1251000] [105.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002919] [CE 4.610 (4.424)] [KD 4.421 (4.217)] 2024-10-16 00:22:11,826 - Train: 10.56% [132100/1251000] [105.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002919] [CE 4.125 (4.452)] [KD 4.259 (4.313)] 2024-10-16 00:22:23,847 - Train: 10.56% [132150/1251000] [105.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002919] [CE 4.671 (4.395)] [KD 4.294 (4.209)] 2024-10-16 00:22:35,872 - Train: 10.57% [132200/1251000] [105.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002919] [CE 4.368 (4.371)] [KD 4.101 (4.183)] 2024-10-16 00:22:47,940 - Train: 10.57% [132250/1251000] [105.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002919] [CE 4.383 (4.408)] [KD 3.968 (4.245)] 2024-10-16 00:22:59,721 - Train: 10.58% [132300/1251000] [105.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002919] [CE 3.874 (4.418)] [KD 4.074 (4.227)] 2024-10-16 00:23:11,784 - Train: 10.58% [132350/1251000] [105.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002919] [CE 4.620 (4.362)] [KD 4.412 (4.130)] 2024-10-16 00:23:23,990 - Train: 10.58% [132400/1251000] [105.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002919] [CE 4.272 (4.434)] [KD 4.309 (4.277)] 2024-10-16 00:23:35,921 - Train: 10.59% [132450/1251000] [105.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002919] [CE 4.918 (4.440)] [KD 4.606 (4.261)] 2024-10-16 00:23:48,020 - Train: 10.59% [132500/1251000] [105.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002919] [CE 4.511 (4.408)] [KD 4.137 (4.247)] 2024-10-16 00:23:59,941 - Train: 10.60% [132550/1251000] [106.0/1000.0] [batch_t 0.367 (0.238)] [data_t 0.009] [optim_t 0.358] [lr 0.002918] [CE 4.229 (4.402)] [KD 4.278 (4.298)] 2024-10-16 00:24:12,033 - Train: 10.60% [132600/1251000] [106.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002918] [CE 4.374 (4.489)] [KD 4.214 (4.300)] 2024-10-16 00:24:13,425 - ==> Total time: 9:10:54 Eta: 3 days, 5:26:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:24:27,809 - Train: 10.60% [132650/1251000] [106.0/1000.0] [batch_t 0.237 (0.295)] [data_t 0.009] [optim_t 0.228] [lr 0.002918] [CE 4.512 (4.375)] [KD 4.053 (4.100)] 2024-10-16 00:24:39,722 - Train: 10.61% [132700/1251000] [106.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002918] [CE 4.671 (4.370)] [KD 4.155 (4.137)] 2024-10-16 00:24:51,498 - Train: 10.61% [132750/1251000] [106.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002918] [CE 4.315 (4.380)] [KD 4.260 (4.185)] 2024-10-16 00:25:03,423 - Train: 10.62% [132800/1251000] [106.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002918] [CE 4.586 (4.468)] [KD 4.115 (4.246)] 2024-10-16 00:25:16,052 - Train: 10.62% [132850/1251000] [106.2/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002918] [CE 4.126 (4.428)] [KD 4.105 (4.232)] 2024-10-16 00:25:27,997 - Train: 10.62% [132900/1251000] [106.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002918] [CE 4.938 (4.399)] [KD 4.437 (4.225)] 2024-10-16 00:25:39,990 - Train: 10.63% [132950/1251000] [106.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002918] [CE 4.519 (4.414)] [KD 4.417 (4.230)] 2024-10-16 00:25:51,780 - Train: 10.63% [133000/1251000] [106.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002918] [CE 4.211 (4.343)] [KD 4.003 (4.197)] 2024-10-16 00:26:03,684 - Train: 10.64% [133050/1251000] [106.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002918] [CE 4.222 (4.439)] [KD 4.071 (4.209)] 2024-10-16 00:26:15,625 - Train: 10.64% [133100/1251000] [106.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002918] [CE 3.828 (4.361)] [KD 4.028 (4.155)] 2024-10-16 00:26:27,915 - Train: 10.64% [133150/1251000] [106.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002918] [CE 3.974 (4.432)] [KD 3.805 (4.254)] 2024-10-16 00:26:39,919 - Train: 10.65% [133200/1251000] [106.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002918] [CE 4.222 (4.383)] [KD 4.175 (4.169)] 2024-10-16 00:26:51,717 - Train: 10.65% [133250/1251000] [106.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002918] [CE 4.732 (4.386)] [KD 4.219 (4.183)] 2024-10-16 00:27:03,638 - Train: 10.66% [133300/1251000] [106.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002918] [CE 4.388 (4.429)] [KD 4.368 (4.306)] 2024-10-16 00:27:15,439 - Train: 10.66% [133350/1251000] [106.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002918] [CE 4.592 (4.474)] [KD 4.212 (4.376)] 2024-10-16 00:27:27,360 - Train: 10.66% [133400/1251000] [106.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002917] [CE 4.017 (4.412)] [KD 4.186 (4.242)] 2024-10-16 00:27:39,623 - Train: 10.67% [133450/1251000] [106.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002917] [CE 4.559 (4.475)] [KD 4.394 (4.311)] 2024-10-16 00:27:51,761 - Train: 10.67% [133500/1251000] [106.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002917] [CE 3.815 (4.394)] [KD 3.842 (4.205)] 2024-10-16 00:28:03,516 - Train: 10.68% [133550/1251000] [106.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002917] [CE 4.003 (4.402)] [KD 4.039 (4.235)] 2024-10-16 00:28:15,466 - Train: 10.68% [133600/1251000] [106.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002917] [CE 4.768 (4.427)] [KD 4.588 (4.230)] 2024-10-16 00:28:27,337 - Train: 10.68% [133650/1251000] [106.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002917] [CE 4.465 (4.439)] [KD 4.326 (4.280)] 2024-10-16 00:28:39,471 - Train: 10.69% [133700/1251000] [106.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002917] [CE 4.435 (4.413)] [KD 4.229 (4.277)] 2024-10-16 00:28:51,546 - Train: 10.69% [133750/1251000] [106.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002917] [CE 4.476 (4.447)] [KD 4.306 (4.262)] 2024-10-16 00:29:03,704 - Train: 10.70% [133800/1251000] [107.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002917] [CE 4.142 (4.406)] [KD 3.901 (4.230)] 2024-10-16 00:29:15,475 - Train: 10.70% [133850/1251000] [107.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002917] [CE 4.726 (4.444)] [KD 4.363 (4.242)] 2024-10-16 00:29:17,096 - ==> Total time: 9:15:57 Eta: 3 days, 5:19:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:29:31,771 - Train: 10.70% [133900/1251000] [107.0/1000.0] [batch_t 0.246 (0.306)] [data_t 0.009] [optim_t 0.237] [lr 0.002917] [CE 4.386 (4.416)] [KD 4.388 (4.212)] 2024-10-16 00:29:43,694 - Train: 10.71% [133950/1251000] [107.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002917] [CE 4.580 (4.417)] [KD 4.131 (4.150)] 2024-10-16 00:29:56,132 - Train: 10.71% [134000/1251000] [107.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002917] [CE 3.784 (4.382)] [KD 3.789 (4.193)] 2024-10-16 00:30:08,394 - Train: 10.72% [134050/1251000] [107.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002917] [CE 4.771 (4.389)] [KD 4.157 (4.170)] 2024-10-16 00:30:20,787 - Train: 10.72% [134100/1251000] [107.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002917] [CE 4.707 (4.366)] [KD 4.186 (4.125)] 2024-10-16 00:30:32,757 - Train: 10.72% [134150/1251000] [107.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002917] [CE 4.509 (4.415)] [KD 4.286 (4.133)] 2024-10-16 00:30:44,794 - Train: 10.73% [134200/1251000] [107.3/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002916] [CE 4.143 (4.462)] [KD 4.191 (4.225)] 2024-10-16 00:30:56,914 - Train: 10.73% [134250/1251000] [107.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002916] [CE 4.334 (4.399)] [KD 4.188 (4.299)] 2024-10-16 00:31:09,205 - Train: 10.74% [134300/1251000] [107.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002916] [CE 3.905 (4.393)] [KD 4.115 (4.295)] 2024-10-16 00:31:21,653 - Train: 10.74% [134350/1251000] [107.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002916] [CE 4.032 (4.400)] [KD 4.061 (4.227)] 2024-10-16 00:31:33,912 - Train: 10.74% [134400/1251000] [107.4/1000.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.002916] [CE 4.589 (4.413)] [KD 4.175 (4.255)] 2024-10-16 00:31:46,330 - Train: 10.75% [134450/1251000] [107.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002916] [CE 4.444 (4.410)] [KD 4.353 (4.231)] 2024-10-16 00:31:58,507 - Train: 10.75% [134500/1251000] [107.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002916] [CE 4.858 (4.456)] [KD 4.188 (4.301)] 2024-10-16 00:32:10,588 - Train: 10.76% [134550/1251000] [107.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002916] [CE 4.848 (4.420)] [KD 4.306 (4.286)] 2024-10-16 00:32:22,749 - Train: 10.76% [134600/1251000] [107.6/1000.0] [batch_t 0.326 (0.243)] [data_t 0.009] [optim_t 0.317] [lr 0.002916] [CE 4.704 (4.477)] [KD 4.424 (4.209)] 2024-10-16 00:32:34,856 - Train: 10.76% [134650/1251000] [107.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002916] [CE 4.017 (4.495)] [KD 4.293 (4.329)] 2024-10-16 00:32:47,242 - Train: 10.77% [134700/1251000] [107.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002916] [CE 4.031 (4.447)] [KD 3.866 (4.243)] 2024-10-16 00:32:59,187 - Train: 10.77% [134750/1251000] [107.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002916] [CE 4.612 (4.443)] [KD 4.373 (4.281)] 2024-10-16 00:33:11,236 - Train: 10.78% [134800/1251000] [107.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002916] [CE 4.272 (4.477)] [KD 3.996 (4.310)] 2024-10-16 00:33:23,302 - Train: 10.78% [134850/1251000] [107.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002916] [CE 4.697 (4.459)] [KD 4.347 (4.279)] 2024-10-16 00:33:35,525 - Train: 10.78% [134900/1251000] [107.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002916] [CE 4.599 (4.433)] [KD 4.137 (4.264)] 2024-10-16 00:33:47,495 - Train: 10.79% [134950/1251000] [107.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002916] [CE 4.630 (4.418)] [KD 4.253 (4.237)] 2024-10-16 00:34:00,133 - Train: 10.79% [135000/1251000] [107.9/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002915] [CE 4.768 (4.458)] [KD 4.328 (4.211)] 2024-10-16 00:34:11,911 - Train: 10.80% [135050/1251000] [108.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002915] [CE 4.383 (4.413)] [KD 4.296 (4.247)] 2024-10-16 00:34:24,223 - Train: 10.80% [135100/1251000] [108.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002915] [CE 4.499 (4.396)] [KD 4.138 (4.237)] 2024-10-16 00:34:26,078 - ==> Total time: 9:21:06 Eta: 3 days, 5:14:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:34:40,076 - Train: 10.80% [135150/1251000] [108.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.002915] [CE 4.852 (4.409)] [KD 4.640 (4.260)] 2024-10-16 00:34:52,137 - Train: 10.81% [135200/1251000] [108.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002915] [CE 4.178 (4.433)] [KD 3.918 (4.237)] 2024-10-16 00:35:04,305 - Train: 10.81% [135250/1251000] [108.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002915] [CE 4.610 (4.425)] [KD 4.232 (4.231)] 2024-10-16 00:35:16,223 - Train: 10.82% [135300/1251000] [108.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002915] [CE 4.375 (4.416)] [KD 4.292 (4.168)] 2024-10-16 00:35:27,961 - Train: 10.82% [135350/1251000] [108.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002915] [CE 4.301 (4.406)] [KD 4.275 (4.166)] 2024-10-16 00:35:40,301 - Train: 10.82% [135400/1251000] [108.2/1000.0] [batch_t 0.321 (0.247)] [data_t 0.009] [optim_t 0.312] [lr 0.002915] [CE 4.481 (4.423)] [KD 4.272 (4.260)] 2024-10-16 00:35:52,069 - Train: 10.83% [135450/1251000] [108.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002915] [CE 4.688 (4.454)] [KD 4.400 (4.214)] 2024-10-16 00:36:04,139 - Train: 10.83% [135500/1251000] [108.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002915] [CE 4.184 (4.444)] [KD 4.278 (4.257)] 2024-10-16 00:36:16,159 - Train: 10.84% [135550/1251000] [108.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002915] [CE 4.711 (4.467)] [KD 4.427 (4.307)] 2024-10-16 00:36:28,347 - Train: 10.84% [135600/1251000] [108.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002915] [CE 4.555 (4.450)] [KD 4.686 (4.233)] 2024-10-16 00:36:40,247 - Train: 10.84% [135650/1251000] [108.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002915] [CE 4.322 (4.449)] [KD 4.293 (4.275)] 2024-10-16 00:36:52,533 - Train: 10.85% [135700/1251000] [108.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002915] [CE 4.471 (4.398)] [KD 4.315 (4.175)] 2024-10-16 00:37:04,475 - Train: 10.85% [135750/1251000] [108.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002915] [CE 4.038 (4.360)] [KD 4.193 (4.179)] 2024-10-16 00:37:16,410 - Train: 10.86% [135800/1251000] [108.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002914] [CE 4.456 (4.388)] [KD 4.012 (4.249)] 2024-10-16 00:37:28,589 - Train: 10.86% [135850/1251000] [108.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002914] [CE 4.540 (4.422)] [KD 4.229 (4.253)] 2024-10-16 00:37:40,593 - Train: 10.86% [135900/1251000] [108.6/1000.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.002914] [CE 4.759 (4.448)] [KD 4.363 (4.222)] 2024-10-16 00:37:53,051 - Train: 10.87% [135950/1251000] [108.7/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002914] [CE 3.914 (4.397)] [KD 4.040 (4.251)] 2024-10-16 00:38:05,137 - Train: 10.87% [136000/1251000] [108.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002914] [CE 4.231 (4.366)] [KD 3.865 (4.237)] 2024-10-16 00:38:17,321 - Train: 10.88% [136050/1251000] [108.8/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.002914] [CE 4.500 (4.414)] [KD 4.199 (4.269)] 2024-10-16 00:38:29,690 - Train: 10.88% [136100/1251000] [108.8/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002914] [CE 4.408 (4.422)] [KD 4.218 (4.278)] 2024-10-16 00:38:42,418 - Train: 10.88% [136150/1251000] [108.8/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002914] [CE 4.250 (4.427)] [KD 4.222 (4.276)] 2024-10-16 00:38:54,680 - Train: 10.89% [136200/1251000] [108.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002914] [CE 4.855 (4.418)] [KD 4.351 (4.272)] 2024-10-16 00:39:06,963 - Train: 10.89% [136250/1251000] [108.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002914] [CE 3.797 (4.476)] [KD 4.201 (4.256)] 2024-10-16 00:39:19,511 - Train: 10.90% [136300/1251000] [109.0/1000.0] [batch_t 0.317 (0.251)] [data_t 0.009] [optim_t 0.308] [lr 0.002914] [CE 4.744 (4.399)] [KD 4.365 (4.223)] 2024-10-16 00:39:31,813 - Train: 10.90% [136350/1251000] [109.0/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002914] [CE 4.670 (4.416)] [KD 4.378 (4.291)] 2024-10-16 00:39:33,891 - ==> Total time: 9:26:14 Eta: 3 days, 5:08:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:39:47,449 - Train: 10.90% [136400/1251000] [109.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.002914] [CE 4.518 (4.439)] [KD 4.320 (4.214)] 2024-10-16 00:39:59,197 - Train: 10.91% [136450/1251000] [109.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002914] [CE 5.012 (4.470)] [KD 4.205 (4.254)] 2024-10-16 00:40:11,574 - Train: 10.91% [136500/1251000] [109.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002914] [CE 4.075 (4.412)] [KD 4.051 (4.211)] 2024-10-16 00:40:23,889 - Train: 10.92% [136550/1251000] [109.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002914] [CE 4.211 (4.353)] [KD 4.189 (4.168)] 2024-10-16 00:40:35,889 - Train: 10.92% [136600/1251000] [109.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002913] [CE 4.031 (4.389)] [KD 3.866 (4.255)] 2024-10-16 00:40:47,654 - Train: 10.92% [136650/1251000] [109.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002913] [CE 4.290 (4.344)] [KD 4.378 (4.152)] 2024-10-16 00:41:00,013 - Train: 10.93% [136700/1251000] [109.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002913] [CE 4.556 (4.391)] [KD 4.471 (4.244)] 2024-10-16 00:41:12,007 - Train: 10.93% [136750/1251000] [109.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002913] [CE 4.560 (4.435)] [KD 4.028 (4.265)] 2024-10-16 00:41:23,924 - Train: 10.94% [136800/1251000] [109.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002913] [CE 4.401 (4.380)] [KD 4.209 (4.184)] 2024-10-16 00:41:35,876 - Train: 10.94% [136850/1251000] [109.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002913] [CE 3.964 (4.448)] [KD 3.947 (4.280)] 2024-10-16 00:41:48,319 - Train: 10.94% [136900/1251000] [109.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002913] [CE 4.513 (4.424)] [KD 4.159 (4.206)] 2024-10-16 00:42:00,244 - Train: 10.95% [136950/1251000] [109.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002913] [CE 4.662 (4.405)] [KD 4.616 (4.223)] 2024-10-16 00:42:12,273 - Train: 10.95% [137000/1251000] [109.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002913] [CE 4.887 (4.452)] [KD 4.461 (4.219)] 2024-10-16 00:42:24,099 - Train: 10.96% [137050/1251000] [109.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002913] [CE 4.049 (4.395)] [KD 4.019 (4.222)] 2024-10-16 00:42:36,497 - Train: 10.96% [137100/1251000] [109.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002913] [CE 4.402 (4.481)] [KD 4.212 (4.295)] 2024-10-16 00:42:48,397 - Train: 10.96% [137150/1251000] [109.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002913] [CE 4.599 (4.370)] [KD 4.181 (4.175)] 2024-10-16 00:43:00,337 - Train: 10.97% [137200/1251000] [109.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002913] [CE 4.033 (4.414)] [KD 4.058 (4.208)] 2024-10-16 00:43:12,355 - Train: 10.97% [137250/1251000] [109.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002913] [CE 4.331 (4.418)] [KD 4.375 (4.237)] 2024-10-16 00:43:24,602 - Train: 10.98% [137300/1251000] [109.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002913] [CE 4.447 (4.369)] [KD 4.289 (4.192)] 2024-10-16 00:43:36,837 - Train: 10.98% [137350/1251000] [109.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002913] [CE 4.765 (4.424)] [KD 4.326 (4.172)] 2024-10-16 00:43:48,751 - Train: 10.98% [137400/1251000] [109.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002912] [CE 4.900 (4.414)] [KD 4.067 (4.185)] 2024-10-16 00:44:00,660 - Train: 10.99% [137450/1251000] [109.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002912] [CE 4.859 (4.363)] [KD 4.555 (4.188)] 2024-10-16 00:44:13,220 - Train: 10.99% [137500/1251000] [109.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.002912] [CE 4.235 (4.399)] [KD 4.279 (4.254)] 2024-10-16 00:44:25,357 - Train: 11.00% [137550/1251000] [110.0/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002912] [CE 4.767 (4.361)] [KD 4.463 (4.261)] 2024-10-16 00:44:37,362 - Train: 11.00% [137600/1251000] [110.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002912] [CE 4.478 (4.453)] [KD 4.589 (4.346)] 2024-10-16 00:44:51,678 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36109] [top5_cnt 45528] [top_all 50000] 2024-10-16 00:44:51,678 - net: 72.218 (91.056) 2024-10-16 00:45:03,991 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38762] [top5_cnt 46839] [top_all 50000] 2024-10-16 00:45:03,991 - net_E: 77.524 (93.678) 2024-10-16 00:45:04,139 - Max [top1: 72.218 (epoch: 110)] [top1-ema: 77.526 (epoch: 105)] 2024-10-16 00:45:04,139 - ==> Total time: 9:31:44 Eta: 3 days, 5:05:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:45:20,848 - Train: 11.00% [137650/1251000] [110.0/1000.0] [batch_t 0.232 (0.277)] [data_t 0.009] [optim_t 0.224] [lr 0.002912] [CE 4.429 (4.468)] [KD 3.928 (4.239)] 2024-10-16 00:45:32,565 - Train: 11.01% [137700/1251000] [110.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002912] [CE 4.585 (4.475)] [KD 4.148 (4.185)] 2024-10-16 00:45:44,947 - Train: 11.01% [137750/1251000] [110.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002912] [CE 4.556 (4.412)] [KD 4.539 (4.233)] 2024-10-16 00:45:57,528 - Train: 11.02% [137800/1251000] [110.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002912] [CE 4.283 (4.385)] [KD 4.150 (4.194)] 2024-10-16 00:46:09,672 - Train: 11.02% [137850/1251000] [110.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002912] [CE 4.366 (4.447)] [KD 4.067 (4.252)] 2024-10-16 00:46:21,948 - Train: 11.02% [137900/1251000] [110.2/1000.0] [batch_t 0.292 (0.245)] [data_t 0.009] [optim_t 0.283] [lr 0.002912] [CE 4.248 (4.494)] [KD 3.994 (4.193)] 2024-10-16 00:46:34,233 - Train: 11.03% [137950/1251000] [110.3/1000.0] [batch_t 0.268 (0.246)] [data_t 0.009] [optim_t 0.259] [lr 0.002912] [CE 4.450 (4.414)] [KD 4.356 (4.221)] 2024-10-16 00:46:46,410 - Train: 11.03% [138000/1251000] [110.3/1000.0] [batch_t 0.311 (0.243)] [data_t 0.009] [optim_t 0.302] [lr 0.002912] [CE 4.617 (4.376)] [KD 4.231 (4.171)] 2024-10-16 00:46:58,694 - Train: 11.04% [138050/1251000] [110.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002912] [CE 4.761 (4.478)] [KD 4.327 (4.317)] 2024-10-16 00:47:10,812 - Train: 11.04% [138100/1251000] [110.4/1000.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.002912] [CE 4.125 (4.456)] [KD 3.979 (4.234)] 2024-10-16 00:47:23,266 - Train: 11.04% [138150/1251000] [110.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002912] [CE 4.180 (4.438)] [KD 3.923 (4.183)] 2024-10-16 00:47:35,499 - Train: 11.05% [138200/1251000] [110.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002911] [CE 4.191 (4.433)] [KD 4.140 (4.204)] 2024-10-16 00:47:47,515 - Train: 11.05% [138250/1251000] [110.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002911] [CE 4.334 (4.379)] [KD 3.994 (4.236)] 2024-10-16 00:47:59,590 - Train: 11.06% [138300/1251000] [110.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002911] [CE 4.498 (4.420)] [KD 4.253 (4.245)] 2024-10-16 00:48:11,645 - Train: 11.06% [138350/1251000] [110.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002911] [CE 4.499 (4.424)] [KD 4.145 (4.195)] 2024-10-16 00:48:23,941 - Train: 11.06% [138400/1251000] [110.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002911] [CE 4.208 (4.475)] [KD 4.297 (4.261)] 2024-10-16 00:48:36,095 - Train: 11.07% [138450/1251000] [110.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002911] [CE 4.466 (4.394)] [KD 4.302 (4.238)] 2024-10-16 00:48:47,967 - Train: 11.07% [138500/1251000] [110.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002911] [CE 4.294 (4.401)] [KD 4.317 (4.255)] 2024-10-16 00:48:59,710 - Train: 11.08% [138550/1251000] [110.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002911] [CE 4.265 (4.460)] [KD 4.160 (4.284)] 2024-10-16 00:49:11,656 - Train: 11.08% [138600/1251000] [110.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002911] [CE 4.535 (4.441)] [KD 4.346 (4.287)] 2024-10-16 00:49:23,755 - Train: 11.08% [138650/1251000] [110.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002911] [CE 3.991 (4.462)] [KD 3.944 (4.292)] 2024-10-16 00:49:36,028 - Train: 11.09% [138700/1251000] [110.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002911] [CE 4.577 (4.434)] [KD 4.547 (4.266)] 2024-10-16 00:49:48,085 - Train: 11.09% [138750/1251000] [110.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002911] [CE 4.287 (4.385)] [KD 4.287 (4.282)] 2024-10-16 00:50:00,614 - Train: 11.10% [138800/1251000] [111.0/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002911] [CE 4.350 (4.425)] [KD 4.085 (4.261)] 2024-10-16 00:50:12,419 - Train: 11.10% [138850/1251000] [111.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002911] [CE 4.877 (4.457)] [KD 4.436 (4.173)] 2024-10-16 00:50:14,958 - ==> Total time: 9:36:55 Eta: 3 days, 5:00:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:50:28,400 - Train: 11.10% [138900/1251000] [111.0/1000.0] [batch_t 0.233 (0.315)] [data_t 0.009] [optim_t 0.224] [lr 0.002911] [CE 3.908 (4.358)] [KD 3.867 (4.150)] 2024-10-16 00:50:40,364 - Train: 11.11% [138950/1251000] [111.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002911] [CE 4.634 (4.359)] [KD 4.272 (4.113)] 2024-10-16 00:50:52,283 - Train: 11.11% [139000/1251000] [111.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002910] [CE 4.178 (4.401)] [KD 4.035 (4.222)] 2024-10-16 00:51:04,244 - Train: 11.12% [139050/1251000] [111.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002910] [CE 4.387 (4.464)] [KD 4.350 (4.294)] 2024-10-16 00:51:16,511 - Train: 11.12% [139100/1251000] [111.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.792 (4.467)] [KD 4.294 (4.319)] 2024-10-16 00:51:28,561 - Train: 11.12% [139150/1251000] [111.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002910] [CE 3.958 (4.423)] [KD 4.061 (4.251)] 2024-10-16 00:51:40,295 - Train: 11.13% [139200/1251000] [111.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002910] [CE 3.946 (4.332)] [KD 4.292 (4.182)] 2024-10-16 00:51:52,267 - Train: 11.13% [139250/1251000] [111.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.387 (4.451)] [KD 4.378 (4.240)] 2024-10-16 00:52:04,248 - Train: 11.14% [139300/1251000] [111.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002910] [CE 3.726 (4.395)] [KD 3.909 (4.156)] 2024-10-16 00:52:16,210 - Train: 11.14% [139350/1251000] [111.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.649 (4.454)] [KD 4.546 (4.266)] 2024-10-16 00:52:28,105 - Train: 11.14% [139400/1251000] [111.4/1000.0] [batch_t 0.316 (0.238)] [data_t 0.009] [optim_t 0.307] [lr 0.002910] [CE 4.031 (4.437)] [KD 4.022 (4.256)] 2024-10-16 00:52:40,225 - Train: 11.15% [139450/1251000] [111.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002910] [CE 4.481 (4.400)] [KD 4.098 (4.136)] 2024-10-16 00:52:52,124 - Train: 11.15% [139500/1251000] [111.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.405 (4.431)] [KD 4.175 (4.177)] 2024-10-16 00:53:04,050 - Train: 11.16% [139550/1251000] [111.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002910] [CE 4.269 (4.427)] [KD 4.252 (4.282)] 2024-10-16 00:53:16,025 - Train: 11.16% [139600/1251000] [111.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.763 (4.426)] [KD 4.306 (4.171)] 2024-10-16 00:53:27,893 - Train: 11.16% [139650/1251000] [111.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.914 (4.410)] [KD 4.444 (4.267)] 2024-10-16 00:53:40,315 - Train: 11.17% [139700/1251000] [111.7/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002910] [CE 4.530 (4.482)] [KD 4.265 (4.261)] 2024-10-16 00:53:52,212 - Train: 11.17% [139750/1251000] [111.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002909] [CE 4.505 (4.462)] [KD 4.426 (4.296)] 2024-10-16 00:54:04,599 - Train: 11.18% [139800/1251000] [111.8/1000.0] [batch_t 0.319 (0.248)] [data_t 0.009] [optim_t 0.310] [lr 0.002909] [CE 4.854 (4.394)] [KD 4.368 (4.175)] 2024-10-16 00:54:16,757 - Train: 11.18% [139850/1251000] [111.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002909] [CE 4.633 (4.399)] [KD 4.321 (4.203)] 2024-10-16 00:54:29,281 - Train: 11.18% [139900/1251000] [111.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002909] [CE 4.243 (4.464)] [KD 4.119 (4.250)] 2024-10-16 00:54:41,201 - Train: 11.19% [139950/1251000] [111.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002909] [CE 4.095 (4.393)] [KD 3.834 (4.274)] 2024-10-16 00:54:53,511 - Train: 11.19% [140000/1251000] [111.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002909] [CE 4.064 (4.391)] [KD 3.871 (4.221)] 2024-10-16 00:55:05,607 - Train: 11.20% [140050/1251000] [112.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002909] [CE 4.484 (4.431)] [KD 4.166 (4.240)] 2024-10-16 00:55:17,562 - Train: 11.20% [140100/1251000] [112.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002909] [CE 4.410 (4.418)] [KD 4.482 (4.224)] 2024-10-16 00:55:20,340 - ==> Total time: 9:42:00 Eta: 3 days, 4:54:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 00:55:33,104 - Train: 11.20% [140150/1251000] [112.0/1000.0] [batch_t 0.236 (0.300)] [data_t 0.009] [optim_t 0.227] [lr 0.002909] [CE 4.491 (4.441)] [KD 4.066 (4.236)] 2024-10-16 00:55:44,991 - Train: 11.21% [140200/1251000] [112.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002909] [CE 4.772 (4.443)] [KD 4.233 (4.173)] 2024-10-16 00:55:57,219 - Train: 11.21% [140250/1251000] [112.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002909] [CE 4.935 (4.452)] [KD 4.494 (4.182)] 2024-10-16 00:56:09,387 - Train: 11.22% [140300/1251000] [112.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002909] [CE 4.008 (4.438)] [KD 3.866 (4.146)] 2024-10-16 00:56:21,149 - Train: 11.22% [140350/1251000] [112.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002909] [CE 4.812 (4.409)] [KD 4.660 (4.222)] 2024-10-16 00:56:33,298 - Train: 11.22% [140400/1251000] [112.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002909] [CE 4.341 (4.486)] [KD 4.153 (4.236)] 2024-10-16 00:56:45,266 - Train: 11.23% [140450/1251000] [112.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002909] [CE 4.785 (4.356)] [KD 4.460 (4.230)] 2024-10-16 00:56:57,119 - Train: 11.23% [140500/1251000] [112.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002909] [CE 4.551 (4.408)] [KD 4.008 (4.228)] 2024-10-16 00:57:08,909 - Train: 11.24% [140550/1251000] [112.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002908] [CE 4.301 (4.448)] [KD 3.949 (4.321)] 2024-10-16 00:57:21,014 - Train: 11.24% [140600/1251000] [112.4/1000.0] [batch_t 0.384 (0.242)] [data_t 0.009] [optim_t 0.375] [lr 0.002908] [CE 4.466 (4.396)] [KD 4.389 (4.211)] 2024-10-16 00:57:33,007 - Train: 11.24% [140650/1251000] [112.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002908] [CE 4.698 (4.403)] [KD 4.492 (4.162)] 2024-10-16 00:57:45,064 - Train: 11.25% [140700/1251000] [112.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002908] [CE 4.826 (4.444)] [KD 4.278 (4.274)] 2024-10-16 00:57:56,848 - Train: 11.25% [140750/1251000] [112.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002908] [CE 4.749 (4.495)] [KD 4.311 (4.260)] 2024-10-16 00:58:08,560 - Train: 11.25% [140800/1251000] [112.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002908] [CE 4.311 (4.401)] [KD 4.462 (4.250)] 2024-10-16 00:58:20,612 - Train: 11.26% [140850/1251000] [112.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002908] [CE 4.161 (4.369)] [KD 4.243 (4.155)] 2024-10-16 00:58:32,806 - Train: 11.26% [140900/1251000] [112.6/1000.0] [batch_t 0.304 (0.244)] [data_t 0.009] [optim_t 0.295] [lr 0.002908] [CE 4.468 (4.365)] [KD 4.392 (4.199)] 2024-10-16 00:58:44,623 - Train: 11.27% [140950/1251000] [112.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002908] [CE 4.647 (4.402)] [KD 4.055 (4.200)] 2024-10-16 00:58:56,743 - Train: 11.27% [141000/1251000] [112.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002908] [CE 4.676 (4.466)] [KD 4.634 (4.236)] 2024-10-16 00:59:08,910 - Train: 11.27% [141050/1251000] [112.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002908] [CE 4.450 (4.392)] [KD 4.384 (4.207)] 2024-10-16 00:59:20,900 - Train: 11.28% [141100/1251000] [112.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002908] [CE 4.947 (4.460)] [KD 4.491 (4.220)] 2024-10-16 00:59:32,790 - Train: 11.28% [141150/1251000] [112.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002908] [CE 4.330 (4.419)] [KD 4.411 (4.271)] 2024-10-16 00:59:44,601 - Train: 11.29% [141200/1251000] [112.9/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002908] [CE 4.524 (4.443)] [KD 4.533 (4.229)] 2024-10-16 00:59:57,074 - Train: 11.29% [141250/1251000] [112.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002908] [CE 4.542 (4.386)] [KD 4.372 (4.211)] 2024-10-16 01:00:09,435 - Train: 11.29% [141300/1251000] [112.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002907] [CE 5.011 (4.435)] [KD 4.358 (4.184)] 2024-10-16 01:00:21,503 - Train: 11.30% [141350/1251000] [113.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002907] [CE 4.854 (4.448)] [KD 4.521 (4.209)] 2024-10-16 01:00:24,562 - ==> Total time: 9:47:05 Eta: 3 days, 4:48:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:00:37,950 - Train: 11.30% [141400/1251000] [113.0/1000.0] [batch_t 0.236 (0.285)] [data_t 0.009] [optim_t 0.227] [lr 0.002907] [CE 4.414 (4.399)] [KD 4.181 (4.198)] 2024-10-16 01:00:50,238 - Train: 11.31% [141450/1251000] [113.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002907] [CE 4.589 (4.456)] [KD 4.219 (4.198)] 2024-10-16 01:01:02,415 - Train: 11.31% [141500/1251000] [113.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002907] [CE 4.432 (4.444)] [KD 4.163 (4.252)] 2024-10-16 01:01:14,400 - Train: 11.31% [141550/1251000] [113.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002907] [CE 4.345 (4.505)] [KD 4.269 (4.270)] 2024-10-16 01:01:26,390 - Train: 11.32% [141600/1251000] [113.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002907] [CE 4.627 (4.473)] [KD 4.277 (4.254)] 2024-10-16 01:01:38,484 - Train: 11.32% [141650/1251000] [113.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002907] [CE 4.243 (4.360)] [KD 3.879 (4.223)] 2024-10-16 01:01:50,654 - Train: 11.33% [141700/1251000] [113.3/1000.0] [batch_t 0.291 (0.243)] [data_t 0.009] [optim_t 0.282] [lr 0.002907] [CE 5.174 (4.393)] [KD 4.437 (4.174)] 2024-10-16 01:02:03,022 - Train: 11.33% [141750/1251000] [113.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002907] [CE 4.725 (4.396)] [KD 4.194 (4.189)] 2024-10-16 01:02:15,674 - Train: 11.33% [141800/1251000] [113.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.002907] [CE 4.349 (4.400)] [KD 4.264 (4.188)] 2024-10-16 01:02:27,922 - Train: 11.34% [141850/1251000] [113.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002907] [CE 4.108 (4.382)] [KD 4.313 (4.221)] 2024-10-16 01:02:40,481 - Train: 11.34% [141900/1251000] [113.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002907] [CE 4.658 (4.357)] [KD 4.389 (4.176)] 2024-10-16 01:02:52,901 - Train: 11.35% [141950/1251000] [113.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002907] [CE 4.339 (4.462)] [KD 4.400 (4.165)] 2024-10-16 01:03:05,420 - Train: 11.35% [142000/1251000] [113.5/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002907] [CE 4.288 (4.404)] [KD 4.171 (4.173)] 2024-10-16 01:03:17,717 - Train: 11.35% [142050/1251000] [113.5/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.002907] [CE 4.154 (4.410)] [KD 3.832 (4.209)] 2024-10-16 01:03:30,165 - Train: 11.36% [142100/1251000] [113.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002906] [CE 4.842 (4.474)] [KD 4.590 (4.200)] 2024-10-16 01:03:42,724 - Train: 11.36% [142150/1251000] [113.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.234] [lr 0.002906] [CE 4.842 (4.481)] [KD 4.544 (4.240)] 2024-10-16 01:03:55,170 - Train: 11.37% [142200/1251000] [113.7/1000.0] [batch_t 0.266 (0.249)] [data_t 0.009] [optim_t 0.257] [lr 0.002906] [CE 4.550 (4.373)] [KD 4.618 (4.183)] 2024-10-16 01:04:07,584 - Train: 11.37% [142250/1251000] [113.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002906] [CE 4.368 (4.399)] [KD 4.112 (4.200)] 2024-10-16 01:04:20,281 - Train: 11.37% [142300/1251000] [113.7/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002906] [CE 4.323 (4.427)] [KD 4.430 (4.325)] 2024-10-16 01:04:32,430 - Train: 11.38% [142350/1251000] [113.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002906] [CE 4.925 (4.428)] [KD 4.281 (4.232)] 2024-10-16 01:04:44,550 - Train: 11.38% [142400/1251000] [113.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002906] [CE 3.885 (4.395)] [KD 3.901 (4.209)] 2024-10-16 01:04:56,917 - Train: 11.39% [142450/1251000] [113.9/1000.0] [batch_t 0.257 (0.247)] [data_t 0.009] [optim_t 0.248] [lr 0.002906] [CE 4.575 (4.438)] [KD 4.368 (4.216)] 2024-10-16 01:05:09,209 - Train: 11.39% [142500/1251000] [113.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002906] [CE 3.994 (4.453)] [KD 3.851 (4.218)] 2024-10-16 01:05:21,564 - Train: 11.39% [142550/1251000] [113.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002906] [CE 4.086 (4.448)] [KD 3.721 (4.209)] 2024-10-16 01:05:33,882 - Train: 11.40% [142600/1251000] [114.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002906] [CE 4.366 (4.387)] [KD 4.156 (4.208)] 2024-10-16 01:05:37,294 - ==> Total time: 9:52:17 Eta: 3 days, 4:43:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:05:50,001 - Train: 11.40% [142650/1251000] [114.0/1000.0] [batch_t 0.233 (0.312)] [data_t 0.009] [optim_t 0.224] [lr 0.002906] [CE 4.134 (4.365)] [KD 4.107 (4.122)] 2024-10-16 01:06:01,981 - Train: 11.41% [142700/1251000] [114.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002906] [CE 4.094 (4.323)] [KD 3.922 (4.144)] 2024-10-16 01:06:14,420 - Train: 11.41% [142750/1251000] [114.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002906] [CE 4.121 (4.395)] [KD 4.196 (4.117)] 2024-10-16 01:06:26,691 - Train: 11.41% [142800/1251000] [114.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002906] [CE 4.723 (4.421)] [KD 4.188 (4.171)] 2024-10-16 01:06:38,520 - Train: 11.42% [142850/1251000] [114.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002905] [CE 4.479 (4.404)] [KD 4.151 (4.164)] 2024-10-16 01:06:50,443 - Train: 11.42% [142900/1251000] [114.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002905] [CE 4.969 (4.468)] [KD 4.292 (4.220)] 2024-10-16 01:07:02,929 - Train: 11.43% [142950/1251000] [114.3/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002905] [CE 4.292 (4.366)] [KD 4.071 (4.091)] 2024-10-16 01:07:15,219 - Train: 11.43% [143000/1251000] [114.3/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002905] [CE 4.221 (4.350)] [KD 4.035 (4.150)] 2024-10-16 01:07:27,425 - Train: 11.43% [143050/1251000] [114.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002905] [CE 4.531 (4.423)] [KD 4.339 (4.217)] 2024-10-16 01:07:39,390 - Train: 11.44% [143100/1251000] [114.4/1000.0] [batch_t 0.265 (0.239)] [data_t 0.009] [optim_t 0.256] [lr 0.002905] [CE 3.974 (4.492)] [KD 3.991 (4.206)] 2024-10-16 01:07:51,595 - Train: 11.44% [143150/1251000] [114.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002905] [CE 4.347 (4.472)] [KD 4.271 (4.321)] 2024-10-16 01:08:03,781 - Train: 11.45% [143200/1251000] [114.5/1000.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.002905] [CE 4.296 (4.435)] [KD 4.216 (4.278)] 2024-10-16 01:08:16,073 - Train: 11.45% [143250/1251000] [114.5/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.002905] [CE 4.674 (4.419)] [KD 4.498 (4.157)] 2024-10-16 01:08:28,501 - Train: 11.45% [143300/1251000] [114.5/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002905] [CE 4.001 (4.387)] [KD 4.015 (4.196)] 2024-10-16 01:08:40,709 - Train: 11.46% [143350/1251000] [114.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002905] [CE 4.847 (4.460)] [KD 4.520 (4.244)] 2024-10-16 01:08:52,868 - Train: 11.46% [143400/1251000] [114.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002905] [CE 4.457 (4.384)] [KD 4.106 (4.209)] 2024-10-16 01:09:04,730 - Train: 11.47% [143450/1251000] [114.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002905] [CE 4.014 (4.420)] [KD 3.972 (4.231)] 2024-10-16 01:09:17,127 - Train: 11.47% [143500/1251000] [114.7/1000.0] [batch_t 0.260 (0.248)] [data_t 0.009] [optim_t 0.251] [lr 0.002905] [CE 4.493 (4.348)] [KD 4.457 (4.151)] 2024-10-16 01:09:29,433 - Train: 11.47% [143550/1251000] [114.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002905] [CE 4.199 (4.399)] [KD 4.342 (4.319)] 2024-10-16 01:09:42,131 - Train: 11.48% [143600/1251000] [114.8/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.002904] [CE 4.889 (4.382)] [KD 4.376 (4.261)] 2024-10-16 01:09:54,435 - Train: 11.48% [143650/1251000] [114.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002904] [CE 4.262 (4.326)] [KD 4.121 (4.172)] 2024-10-16 01:10:07,125 - Train: 11.49% [143700/1251000] [114.9/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.002904] [CE 4.158 (4.406)] [KD 3.966 (4.304)] 2024-10-16 01:10:19,349 - Train: 11.49% [143750/1251000] [114.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002904] [CE 4.331 (4.397)] [KD 4.187 (4.189)] 2024-10-16 01:10:31,617 - Train: 11.49% [143800/1251000] [114.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002904] [CE 4.532 (4.526)] [KD 4.225 (4.260)] 2024-10-16 01:10:43,903 - Train: 11.50% [143850/1251000] [115.0/1000.0] [batch_t 0.249 (0.246)] [data_t 0.023] [optim_t 0.226] [lr 0.002904] [CE 4.421 (4.421)] [KD 4.494 (4.253)] 2024-10-16 01:10:59,642 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36307] [top5_cnt 45690] [top_all 50000] 2024-10-16 01:10:59,642 - net: 72.614 (91.380) 2024-10-16 01:11:12,038 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 38852] [top5_cnt 46868] [top_all 50000] 2024-10-16 01:11:12,038 - net_E: 77.704 (93.736) 2024-10-16 01:11:12,159 - Max [top1: 72.614 (epoch: 115)] [top1-ema: 77.704 (epoch: 115)] 2024-10-16 01:11:12,159 - ==> Total time: 9:57:52 Eta: 3 days, 4:41:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:11:27,787 - Train: 11.50% [143900/1251000] [115.0/1000.0] [batch_t 0.236 (0.290)] [data_t 0.009] [optim_t 0.227] [lr 0.002904] [CE 4.247 (4.444)] [KD 4.182 (4.188)] 2024-10-16 01:11:40,031 - Train: 11.51% [143950/1251000] [115.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002904] [CE 4.199 (4.416)] [KD 3.900 (4.143)] 2024-10-16 01:11:51,929 - Train: 11.51% [144000/1251000] [115.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002904] [CE 4.280 (4.460)] [KD 4.177 (4.169)] 2024-10-16 01:12:03,789 - Train: 11.51% [144050/1251000] [115.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002904] [CE 4.227 (4.363)] [KD 3.942 (4.135)] 2024-10-16 01:12:16,121 - Train: 11.52% [144100/1251000] [115.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002904] [CE 4.853 (4.464)] [KD 4.715 (4.269)] 2024-10-16 01:12:28,179 - Train: 11.52% [144150/1251000] [115.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002904] [CE 4.532 (4.418)] [KD 4.025 (4.209)] 2024-10-16 01:12:40,366 - Train: 11.53% [144200/1251000] [115.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002904] [CE 4.310 (4.434)] [KD 4.204 (4.216)] 2024-10-16 01:12:52,470 - Train: 11.53% [144250/1251000] [115.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002904] [CE 4.296 (4.360)] [KD 3.939 (4.186)] 2024-10-16 01:13:04,926 - Train: 11.53% [144300/1251000] [115.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002904] [CE 4.677 (4.428)] [KD 4.573 (4.179)] 2024-10-16 01:13:16,949 - Train: 11.54% [144350/1251000] [115.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002903] [CE 4.577 (4.379)] [KD 4.326 (4.223)] 2024-10-16 01:13:28,891 - Train: 11.54% [144400/1251000] [115.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002903] [CE 4.246 (4.450)] [KD 4.211 (4.256)] 2024-10-16 01:13:40,880 - Train: 11.55% [144450/1251000] [115.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002903] [CE 4.794 (4.447)] [KD 4.451 (4.224)] 2024-10-16 01:13:53,190 - Train: 11.55% [144500/1251000] [115.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002903] [CE 4.277 (4.481)] [KD 4.107 (4.214)] 2024-10-16 01:14:05,357 - Train: 11.55% [144550/1251000] [115.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002903] [CE 4.872 (4.395)] [KD 4.349 (4.215)] 2024-10-16 01:14:17,231 - Train: 11.56% [144600/1251000] [115.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002903] [CE 4.020 (4.457)] [KD 4.055 (4.287)] 2024-10-16 01:14:29,107 - Train: 11.56% [144650/1251000] [115.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002903] [CE 4.486 (4.459)] [KD 4.525 (4.232)] 2024-10-16 01:14:41,406 - Train: 11.57% [144700/1251000] [115.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002903] [CE 4.384 (4.408)] [KD 4.271 (4.244)] 2024-10-16 01:14:53,447 - Train: 11.57% [144750/1251000] [115.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002903] [CE 5.248 (4.393)] [KD 4.762 (4.308)] 2024-10-16 01:15:05,408 - Train: 11.57% [144800/1251000] [115.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002903] [CE 4.661 (4.450)] [KD 4.333 (4.268)] 2024-10-16 01:15:17,448 - Train: 11.58% [144850/1251000] [115.8/1000.0] [batch_t 0.360 (0.241)] [data_t 0.009] [optim_t 0.351] [lr 0.002903] [CE 4.454 (4.414)] [KD 4.607 (4.287)] 2024-10-16 01:15:29,585 - Train: 11.58% [144900/1251000] [115.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002903] [CE 4.996 (4.427)] [KD 4.684 (4.273)] 2024-10-16 01:15:41,681 - Train: 11.59% [144950/1251000] [115.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002903] [CE 4.075 (4.362)] [KD 4.102 (4.230)] 2024-10-16 01:15:53,700 - Train: 11.59% [145000/1251000] [115.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002903] [CE 4.450 (4.387)] [KD 4.134 (4.209)] 2024-10-16 01:16:05,841 - Train: 11.59% [145050/1251000] [115.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002903] [CE 3.776 (4.450)] [KD 4.192 (4.174)] 2024-10-16 01:16:18,003 - Train: 11.60% [145100/1251000] [116.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002903] [CE 4.557 (4.420)] [KD 4.140 (4.246)] 2024-10-16 01:16:21,761 - ==> Total time: 10:03:02 Eta: 3 days, 4:35:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:16:33,941 - Train: 11.60% [145150/1251000] [116.0/1000.0] [batch_t 0.425 (0.313)] [data_t 0.009] [optim_t 0.416] [lr 0.002902] [CE 4.596 (4.449)] [KD 4.256 (4.186)] 2024-10-16 01:16:45,674 - Train: 11.61% [145200/1251000] [116.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002902] [CE 4.351 (4.468)] [KD 4.158 (4.217)] 2024-10-16 01:16:57,673 - Train: 11.61% [145250/1251000] [116.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002902] [CE 4.527 (4.403)] [KD 4.104 (4.170)] 2024-10-16 01:17:09,601 - Train: 11.61% [145300/1251000] [116.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002902] [CE 4.119 (4.444)] [KD 4.219 (4.235)] 2024-10-16 01:17:21,438 - Train: 11.62% [145350/1251000] [116.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002902] [CE 4.357 (4.378)] [KD 4.128 (4.180)] 2024-10-16 01:17:33,704 - Train: 11.62% [145400/1251000] [116.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002902] [CE 4.898 (4.485)] [KD 4.409 (4.284)] 2024-10-16 01:17:45,806 - Train: 11.63% [145450/1251000] [116.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002902] [CE 4.218 (4.412)] [KD 3.966 (4.137)] 2024-10-16 01:17:57,663 - Train: 11.63% [145500/1251000] [116.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002902] [CE 4.584 (4.449)] [KD 4.464 (4.267)] 2024-10-16 01:18:09,555 - Train: 11.63% [145550/1251000] [116.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002902] [CE 4.365 (4.468)] [KD 4.109 (4.255)] 2024-10-16 01:18:21,301 - Train: 11.64% [145600/1251000] [116.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002902] [CE 4.464 (4.447)] [KD 4.583 (4.235)] 2024-10-16 01:18:33,044 - Train: 11.64% [145650/1251000] [116.4/1000.0] [batch_t 0.253 (0.235)] [data_t 0.009] [optim_t 0.244] [lr 0.002902] [CE 4.462 (4.430)] [KD 4.195 (4.213)] 2024-10-16 01:18:45,377 - Train: 11.65% [145700/1251000] [116.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002902] [CE 4.297 (4.421)] [KD 4.110 (4.229)] 2024-10-16 01:18:57,599 - Train: 11.65% [145750/1251000] [116.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002902] [CE 3.886 (4.430)] [KD 3.927 (4.292)] 2024-10-16 01:19:09,356 - Train: 11.65% [145800/1251000] [116.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002902] [CE 4.274 (4.421)] [KD 3.900 (4.245)] 2024-10-16 01:19:21,037 - Train: 11.66% [145850/1251000] [116.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002902] [CE 3.937 (4.382)] [KD 4.044 (4.155)] 2024-10-16 01:19:32,972 - Train: 11.66% [145900/1251000] [116.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002901] [CE 4.808 (4.385)] [KD 4.520 (4.211)] 2024-10-16 01:19:44,936 - Train: 11.67% [145950/1251000] [116.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002901] [CE 4.446 (4.328)] [KD 4.483 (4.129)] 2024-10-16 01:19:56,787 - Train: 11.67% [146000/1251000] [116.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002901] [CE 4.438 (4.425)] [KD 4.231 (4.276)] 2024-10-16 01:20:09,011 - Train: 11.67% [146050/1251000] [116.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002901] [CE 4.800 (4.460)] [KD 4.444 (4.227)] 2024-10-16 01:20:20,856 - Train: 11.68% [146100/1251000] [116.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002901] [CE 4.021 (4.398)] [KD 4.143 (4.196)] 2024-10-16 01:20:32,828 - Train: 11.68% [146150/1251000] [116.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002901] [CE 4.440 (4.347)] [KD 4.152 (4.214)] 2024-10-16 01:20:44,826 - Train: 11.69% [146200/1251000] [116.9/1000.0] [batch_t 0.262 (0.240)] [data_t 0.009] [optim_t 0.253] [lr 0.002901] [CE 4.515 (4.406)] [KD 4.212 (4.172)] 2024-10-16 01:20:57,009 - Train: 11.69% [146250/1251000] [116.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002901] [CE 4.563 (4.467)] [KD 4.374 (4.216)] 2024-10-16 01:21:09,098 - Train: 11.69% [146300/1251000] [116.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002901] [CE 4.206 (4.436)] [KD 3.974 (4.188)] 2024-10-16 01:21:21,558 - Train: 11.70% [146350/1251000] [117.0/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002901] [CE 4.444 (4.418)] [KD 4.272 (4.268)] 2024-10-16 01:21:25,552 - ==> Total time: 10:08:06 Eta: 3 days, 4:29:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:21:36,912 - Train: 11.70% [146400/1251000] [117.0/1000.0] [batch_t 0.238 (0.306)] [data_t 0.009] [optim_t 0.230] [lr 0.002901] [CE 4.430 (4.407)] [KD 4.187 (4.205)] 2024-10-16 01:21:48,642 - Train: 11.71% [146450/1251000] [117.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002901] [CE 3.921 (4.365)] [KD 3.891 (4.151)] 2024-10-16 01:22:00,627 - Train: 11.71% [146500/1251000] [117.1/1000.0] [batch_t 0.441 (0.240)] [data_t 0.009] [optim_t 0.432] [lr 0.002901] [CE 4.191 (4.398)] [KD 4.006 (4.190)] 2024-10-16 01:22:13,023 - Train: 11.71% [146550/1251000] [117.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002901] [CE 4.505 (4.454)] [KD 3.837 (4.201)] 2024-10-16 01:22:24,936 - Train: 11.72% [146600/1251000] [117.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002900] [CE 4.162 (4.379)] [KD 4.254 (4.166)] 2024-10-16 01:22:37,066 - Train: 11.72% [146650/1251000] [117.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002900] [CE 4.386 (4.381)] [KD 3.850 (4.177)] 2024-10-16 01:22:48,867 - Train: 11.73% [146700/1251000] [117.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002900] [CE 4.736 (4.377)] [KD 4.518 (4.200)] 2024-10-16 01:23:00,932 - Train: 11.73% [146750/1251000] [117.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002900] [CE 4.874 (4.466)] [KD 4.501 (4.230)] 2024-10-16 01:23:12,826 - Train: 11.73% [146800/1251000] [117.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002900] [CE 4.355 (4.448)] [KD 4.232 (4.229)] 2024-10-16 01:23:24,912 - Train: 11.74% [146850/1251000] [117.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002900] [CE 3.929 (4.393)] [KD 4.118 (4.217)] 2024-10-16 01:23:37,418 - Train: 11.74% [146900/1251000] [117.4/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002900] [CE 4.074 (4.469)] [KD 3.708 (4.220)] 2024-10-16 01:23:49,664 - Train: 11.75% [146950/1251000] [117.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002900] [CE 4.336 (4.420)] [KD 4.149 (4.182)] 2024-10-16 01:24:02,005 - Train: 11.75% [147000/1251000] [117.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002900] [CE 4.949 (4.449)] [KD 4.587 (4.223)] 2024-10-16 01:24:14,418 - Train: 11.75% [147050/1251000] [117.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002900] [CE 4.028 (4.421)] [KD 4.171 (4.164)] 2024-10-16 01:24:26,256 - Train: 11.76% [147100/1251000] [117.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002900] [CE 4.407 (4.367)] [KD 4.127 (4.149)] 2024-10-16 01:24:38,586 - Train: 11.76% [147150/1251000] [117.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002900] [CE 4.292 (4.398)] [KD 4.087 (4.210)] 2024-10-16 01:24:50,890 - Train: 11.77% [147200/1251000] [117.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002900] [CE 4.445 (4.394)] [KD 4.545 (4.180)] 2024-10-16 01:25:02,842 - Train: 11.77% [147250/1251000] [117.7/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002900] [CE 4.416 (4.429)] [KD 4.203 (4.189)] 2024-10-16 01:25:14,878 - Train: 11.77% [147300/1251000] [117.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002900] [CE 4.537 (4.436)] [KD 4.068 (4.209)] 2024-10-16 01:25:26,896 - Train: 11.78% [147350/1251000] [117.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002899] [CE 4.399 (4.355)] [KD 4.055 (4.235)] 2024-10-16 01:25:38,782 - Train: 11.78% [147400/1251000] [117.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002899] [CE 4.335 (4.430)] [KD 4.008 (4.179)] 2024-10-16 01:25:50,797 - Train: 11.79% [147450/1251000] [117.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.694 (4.433)] [KD 4.306 (4.266)] 2024-10-16 01:26:02,792 - Train: 11.79% [147500/1251000] [117.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.283 (4.413)] [KD 4.042 (4.264)] 2024-10-16 01:26:15,278 - Train: 11.79% [147550/1251000] [117.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.419 (4.428)] [KD 4.048 (4.197)] 2024-10-16 01:26:26,970 - Train: 11.80% [147600/1251000] [118.0/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.665 (4.390)] [KD 4.402 (4.170)] 2024-10-16 01:26:31,357 - ==> Total time: 10:13:11 Eta: 3 days, 4:23:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:26:42,901 - Train: 11.80% [147650/1251000] [118.0/1000.0] [batch_t 0.232 (0.314)] [data_t 0.009] [optim_t 0.223] [lr 0.002899] [CE 4.338 (4.429)] [KD 4.468 (4.229)] 2024-10-16 01:26:54,996 - Train: 11.81% [147700/1251000] [118.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002899] [CE 4.229 (4.448)] [KD 4.099 (4.270)] 2024-10-16 01:27:06,924 - Train: 11.81% [147750/1251000] [118.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.651 (4.394)] [KD 4.315 (4.204)] 2024-10-16 01:27:19,276 - Train: 11.81% [147800/1251000] [118.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002899] [CE 5.037 (4.474)] [KD 4.474 (4.190)] 2024-10-16 01:27:31,013 - Train: 11.82% [147850/1251000] [118.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002899] [CE 3.982 (4.456)] [KD 4.155 (4.246)] 2024-10-16 01:27:42,870 - Train: 11.82% [147900/1251000] [118.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.358 (4.443)] [KD 4.275 (4.209)] 2024-10-16 01:27:54,689 - Train: 11.83% [147950/1251000] [118.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002899] [CE 4.139 (4.413)] [KD 4.071 (4.230)] 2024-10-16 01:28:06,720 - Train: 11.83% [148000/1251000] [118.3/1000.0] [batch_t 0.366 (0.241)] [data_t 0.009] [optim_t 0.357] [lr 0.002899] [CE 4.071 (4.411)] [KD 4.199 (4.222)] 2024-10-16 01:28:18,795 - Train: 11.83% [148050/1251000] [118.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002899] [CE 4.434 (4.436)] [KD 4.201 (4.157)] 2024-10-16 01:28:30,949 - Train: 11.84% [148100/1251000] [118.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002898] [CE 4.187 (4.453)] [KD 4.121 (4.274)] 2024-10-16 01:28:43,005 - Train: 11.84% [148150/1251000] [118.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002898] [CE 3.991 (4.383)] [KD 3.919 (4.248)] 2024-10-16 01:28:55,041 - Train: 11.85% [148200/1251000] [118.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002898] [CE 4.404 (4.399)] [KD 4.290 (4.294)] 2024-10-16 01:29:07,043 - Train: 11.85% [148250/1251000] [118.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002898] [CE 4.193 (4.517)] [KD 4.058 (4.226)] 2024-10-16 01:29:18,883 - Train: 11.85% [148300/1251000] [118.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002898] [CE 3.968 (4.418)] [KD 4.059 (4.190)] 2024-10-16 01:29:30,756 - Train: 11.86% [148350/1251000] [118.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002898] [CE 4.546 (4.460)] [KD 4.141 (4.232)] 2024-10-16 01:29:43,038 - Train: 11.86% [148400/1251000] [118.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002898] [CE 4.257 (4.458)] [KD 4.144 (4.200)] 2024-10-16 01:29:55,100 - Train: 11.87% [148450/1251000] [118.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002898] [CE 4.654 (4.374)] [KD 4.344 (4.130)] 2024-10-16 01:30:06,897 - Train: 11.87% [148500/1251000] [118.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002898] [CE 4.655 (4.506)] [KD 4.119 (4.199)] 2024-10-16 01:30:18,882 - Train: 11.87% [148550/1251000] [118.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002898] [CE 4.588 (4.357)] [KD 4.257 (4.118)] 2024-10-16 01:30:30,841 - Train: 11.88% [148600/1251000] [118.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002898] [CE 4.559 (4.422)] [KD 4.185 (4.227)] 2024-10-16 01:30:42,711 - Train: 11.88% [148650/1251000] [118.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002898] [CE 4.261 (4.416)] [KD 4.381 (4.176)] 2024-10-16 01:30:54,929 - Train: 11.89% [148700/1251000] [118.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002898] [CE 4.306 (4.357)] [KD 3.940 (4.135)] 2024-10-16 01:31:06,717 - Train: 11.89% [148750/1251000] [118.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002898] [CE 4.018 (4.469)] [KD 3.877 (4.224)] 2024-10-16 01:31:18,635 - Train: 11.89% [148800/1251000] [118.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002898] [CE 4.437 (4.381)] [KD 4.423 (4.274)] 2024-10-16 01:31:30,438 - Train: 11.90% [148850/1251000] [119.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002897] [CE 4.402 (4.463)] [KD 4.047 (4.221)] 2024-10-16 01:31:35,044 - ==> Total time: 10:18:15 Eta: 3 days, 4:17:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:31:46,016 - Train: 11.90% [148900/1251000] [119.0/1000.0] [batch_t 0.234 (0.317)] [data_t 0.009] [optim_t 0.225] [lr 0.002897] [CE 4.439 (4.458)] [KD 3.991 (4.152)] 2024-10-16 01:31:58,207 - Train: 11.91% [148950/1251000] [119.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002897] [CE 4.352 (4.464)] [KD 4.201 (4.182)] 2024-10-16 01:32:10,154 - Train: 11.91% [149000/1251000] [119.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002897] [CE 3.763 (4.435)] [KD 3.942 (4.216)] 2024-10-16 01:32:22,046 - Train: 11.91% [149050/1251000] [119.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002897] [CE 4.220 (4.437)] [KD 3.981 (4.245)] 2024-10-16 01:32:34,227 - Train: 11.92% [149100/1251000] [119.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002897] [CE 4.498 (4.431)] [KD 4.366 (4.190)] 2024-10-16 01:32:46,414 - Train: 11.92% [149150/1251000] [119.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002897] [CE 4.586 (4.404)] [KD 4.437 (4.194)] 2024-10-16 01:32:58,161 - Train: 11.93% [149200/1251000] [119.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002897] [CE 4.207 (4.407)] [KD 4.344 (4.123)] 2024-10-16 01:33:10,239 - Train: 11.93% [149250/1251000] [119.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002897] [CE 4.382 (4.414)] [KD 4.074 (4.215)] 2024-10-16 01:33:22,320 - Train: 11.93% [149300/1251000] [119.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002897] [CE 4.054 (4.408)] [KD 3.995 (4.125)] 2024-10-16 01:33:34,224 - Train: 11.94% [149350/1251000] [119.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002897] [CE 4.125 (4.402)] [KD 4.288 (4.181)] 2024-10-16 01:33:46,299 - Train: 11.94% [149400/1251000] [119.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002897] [CE 4.317 (4.416)] [KD 4.246 (4.160)] 2024-10-16 01:33:58,221 - Train: 11.95% [149450/1251000] [119.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002897] [CE 4.675 (4.476)] [KD 4.609 (4.194)] 2024-10-16 01:34:10,062 - Train: 11.95% [149500/1251000] [119.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002897] [CE 4.419 (4.404)] [KD 4.304 (4.233)] 2024-10-16 01:34:22,092 - Train: 11.95% [149550/1251000] [119.5/1000.0] [batch_t 0.367 (0.240)] [data_t 0.009] [optim_t 0.358] [lr 0.002897] [CE 4.279 (4.325)] [KD 4.248 (4.147)] 2024-10-16 01:34:33,912 - Train: 11.96% [149600/1251000] [119.6/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002896] [CE 3.997 (4.306)] [KD 3.859 (4.176)] 2024-10-16 01:34:45,971 - Train: 11.96% [149650/1251000] [119.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002896] [CE 4.612 (4.388)] [KD 4.002 (4.191)] 2024-10-16 01:34:57,949 - Train: 11.97% [149700/1251000] [119.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002896] [CE 4.474 (4.457)] [KD 4.109 (4.206)] 2024-10-16 01:35:09,958 - Train: 11.97% [149750/1251000] [119.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002896] [CE 4.347 (4.339)] [KD 4.271 (4.125)] 2024-10-16 01:35:21,716 - Train: 11.97% [149800/1251000] [119.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002896] [CE 4.388 (4.422)] [KD 4.217 (4.201)] 2024-10-16 01:35:33,546 - Train: 11.98% [149850/1251000] [119.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002896] [CE 4.861 (4.492)] [KD 4.282 (4.241)] 2024-10-16 01:35:45,622 - Train: 11.98% [149900/1251000] [119.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002896] [CE 4.476 (4.370)] [KD 4.256 (4.187)] 2024-10-16 01:35:57,698 - Train: 11.99% [149950/1251000] [119.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002896] [CE 4.494 (4.461)] [KD 4.122 (4.267)] 2024-10-16 01:36:09,564 - Train: 11.99% [150000/1251000] [119.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002896] [CE 4.262 (4.361)] [KD 4.019 (4.187)] 2024-10-16 01:36:21,595 - Train: 11.99% [150050/1251000] [119.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002896] [CE 4.051 (4.449)] [KD 3.933 (4.172)] 2024-10-16 01:36:33,519 - Train: 12.00% [150100/1251000] [120.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002896] [CE 4.531 (4.410)] [KD 4.187 (4.138)] 2024-10-16 01:36:50,049 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 36255] [top5_cnt 45674] [top_all 50000] 2024-10-16 01:36:50,050 - net: 72.510 (91.348) 2024-10-16 01:37:02,149 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38800] [top5_cnt 46912] [top_all 50000] 2024-10-16 01:37:02,149 - net_E: 77.600 (93.824) 2024-10-16 01:37:02,275 - Max [top1: 72.614 (epoch: 115)] [top1-ema: 77.704 (epoch: 115)] 2024-10-16 01:37:02,276 - ==> Total time: 10:23:42 Eta: 3 days, 4:13:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:37:18,031 - Train: 12.00% [150150/1251000] [120.0/1000.0] [batch_t 0.238 (0.282)] [data_t 0.009] [optim_t 0.229] [lr 0.002896] [CE 4.253 (4.366)] [KD 3.839 (4.136)] 2024-10-16 01:37:29,947 - Train: 12.01% [150200/1251000] [120.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002896] [CE 4.849 (4.324)] [KD 4.493 (4.168)] 2024-10-16 01:37:42,427 - Train: 12.01% [150250/1251000] [120.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002896] [CE 4.746 (4.433)] [KD 4.424 (4.261)] 2024-10-16 01:37:54,643 - Train: 12.01% [150300/1251000] [120.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002895] [CE 4.156 (4.422)] [KD 4.103 (4.258)] 2024-10-16 01:38:06,451 - Train: 12.02% [150350/1251000] [120.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002895] [CE 4.496 (4.428)] [KD 4.253 (4.191)] 2024-10-16 01:38:18,395 - Train: 12.02% [150400/1251000] [120.2/1000.0] [batch_t 0.251 (0.239)] [data_t 0.009] [optim_t 0.242] [lr 0.002895] [CE 4.745 (4.421)] [KD 4.510 (4.167)] 2024-10-16 01:38:30,708 - Train: 12.03% [150450/1251000] [120.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002895] [CE 4.404 (4.424)] [KD 4.248 (4.199)] 2024-10-16 01:38:43,032 - Train: 12.03% [150500/1251000] [120.3/1000.0] [batch_t 0.271 (0.246)] [data_t 0.009] [optim_t 0.262] [lr 0.002895] [CE 4.187 (4.336)] [KD 4.234 (4.238)] 2024-10-16 01:38:55,519 - Train: 12.03% [150550/1251000] [120.3/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002895] [CE 4.684 (4.449)] [KD 4.008 (4.244)] 2024-10-16 01:39:07,960 - Train: 12.04% [150600/1251000] [120.4/1000.0] [batch_t 0.257 (0.249)] [data_t 0.009] [optim_t 0.248] [lr 0.002895] [CE 4.246 (4.418)] [KD 4.117 (4.103)] 2024-10-16 01:39:20,443 - Train: 12.04% [150650/1251000] [120.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002895] [CE 4.195 (4.457)] [KD 4.134 (4.114)] 2024-10-16 01:39:33,158 - Train: 12.05% [150700/1251000] [120.5/1000.0] [batch_t 0.282 (0.254)] [data_t 0.009] [optim_t 0.273] [lr 0.002895] [CE 4.363 (4.392)] [KD 4.152 (4.169)] 2024-10-16 01:39:45,193 - Train: 12.05% [150750/1251000] [120.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002895] [CE 4.503 (4.464)] [KD 3.958 (4.277)] 2024-10-16 01:39:57,732 - Train: 12.05% [150800/1251000] [120.5/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.002895] [CE 4.952 (4.441)] [KD 4.590 (4.229)] 2024-10-16 01:40:09,838 - Train: 12.06% [150850/1251000] [120.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002895] [CE 4.195 (4.412)] [KD 4.200 (4.256)] 2024-10-16 01:40:22,156 - Train: 12.06% [150900/1251000] [120.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002895] [CE 4.467 (4.426)] [KD 4.394 (4.255)] 2024-10-16 01:40:34,564 - Train: 12.07% [150950/1251000] [120.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002895] [CE 4.163 (4.396)] [KD 4.063 (4.275)] 2024-10-16 01:40:46,870 - Train: 12.07% [151000/1251000] [120.7/1000.0] [batch_t 0.487 (0.246)] [data_t 0.009] [optim_t 0.478] [lr 0.002895] [CE 4.625 (4.356)] [KD 4.318 (4.159)] 2024-10-16 01:40:59,072 - Train: 12.07% [151050/1251000] [120.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002894] [CE 4.664 (4.444)] [KD 4.484 (4.283)] 2024-10-16 01:41:11,268 - Train: 12.08% [151100/1251000] [120.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002894] [CE 4.766 (4.392)] [KD 4.212 (4.192)] 2024-10-16 01:41:23,787 - Train: 12.08% [151150/1251000] [120.8/1000.0] [batch_t 0.321 (0.250)] [data_t 0.009] [optim_t 0.313] [lr 0.002894] [CE 3.759 (4.456)] [KD 4.082 (4.234)] 2024-10-16 01:41:36,073 - Train: 12.09% [151200/1251000] [120.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002894] [CE 3.449 (4.430)] [KD 3.900 (4.170)] 2024-10-16 01:41:48,398 - Train: 12.09% [151250/1251000] [120.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002894] [CE 4.442 (4.407)] [KD 4.267 (4.281)] 2024-10-16 01:42:00,713 - Train: 12.09% [151300/1251000] [120.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002894] [CE 4.718 (4.427)] [KD 4.348 (4.169)] 2024-10-16 01:42:12,818 - Train: 12.10% [151350/1251000] [121.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002894] [CE 4.926 (4.428)] [KD 4.699 (4.222)] 2024-10-16 01:42:17,903 - ==> Total time: 10:28:58 Eta: 3 days, 4:09:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:42:28,532 - Train: 12.10% [151400/1251000] [121.0/1000.0] [batch_t 0.236 (0.323)] [data_t 0.009] [optim_t 0.227] [lr 0.002894] [CE 4.991 (4.372)] [KD 4.543 (4.218)] 2024-10-16 01:42:40,866 - Train: 12.11% [151450/1251000] [121.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002894] [CE 4.183 (4.431)] [KD 4.044 (4.240)] 2024-10-16 01:42:52,812 - Train: 12.11% [151500/1251000] [121.1/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002894] [CE 4.980 (4.468)] [KD 4.312 (4.158)] 2024-10-16 01:43:04,813 - Train: 12.11% [151550/1251000] [121.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002894] [CE 4.501 (4.382)] [KD 4.245 (4.102)] 2024-10-16 01:43:16,785 - Train: 12.12% [151600/1251000] [121.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002894] [CE 4.944 (4.451)] [KD 4.662 (4.181)] 2024-10-16 01:43:28,678 - Train: 12.12% [151650/1251000] [121.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002894] [CE 4.063 (4.445)] [KD 3.964 (4.137)] 2024-10-16 01:43:41,202 - Train: 12.13% [151700/1251000] [121.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002894] [CE 4.820 (4.413)] [KD 4.495 (4.171)] 2024-10-16 01:43:53,163 - Train: 12.13% [151750/1251000] [121.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002893] [CE 4.496 (4.404)] [KD 4.061 (4.174)] 2024-10-16 01:44:05,207 - Train: 12.13% [151800/1251000] [121.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002893] [CE 3.872 (4.299)] [KD 3.961 (4.118)] 2024-10-16 01:44:16,963 - Train: 12.14% [151850/1251000] [121.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002893] [CE 4.326 (4.400)] [KD 4.197 (4.234)] 2024-10-16 01:44:29,087 - Train: 12.14% [151900/1251000] [121.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002893] [CE 4.934 (4.452)] [KD 4.302 (4.243)] 2024-10-16 01:44:41,018 - Train: 12.15% [151950/1251000] [121.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002893] [CE 4.449 (4.368)] [KD 4.279 (4.213)] 2024-10-16 01:44:52,963 - Train: 12.15% [152000/1251000] [121.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002893] [CE 4.197 (4.406)] [KD 3.917 (4.185)] 2024-10-16 01:45:04,939 - Train: 12.15% [152050/1251000] [121.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002893] [CE 4.386 (4.452)] [KD 3.786 (4.215)] 2024-10-16 01:45:17,180 - Train: 12.16% [152100/1251000] [121.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002893] [CE 4.485 (4.365)] [KD 4.219 (4.119)] 2024-10-16 01:45:28,944 - Train: 12.16% [152150/1251000] [121.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002893] [CE 4.676 (4.417)] [KD 4.189 (4.228)] 2024-10-16 01:45:40,911 - Train: 12.17% [152200/1251000] [121.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002893] [CE 4.413 (4.421)] [KD 4.257 (4.182)] 2024-10-16 01:45:52,877 - Train: 12.17% [152250/1251000] [121.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002893] [CE 4.406 (4.387)] [KD 4.158 (4.186)] 2024-10-16 01:46:04,958 - Train: 12.17% [152300/1251000] [121.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002893] [CE 4.448 (4.487)] [KD 4.122 (4.226)] 2024-10-16 01:46:16,877 - Train: 12.18% [152350/1251000] [121.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002893] [CE 4.828 (4.391)] [KD 4.350 (4.179)] 2024-10-16 01:46:28,941 - Train: 12.18% [152400/1251000] [121.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002893] [CE 4.448 (4.394)] [KD 4.098 (4.197)] 2024-10-16 01:46:40,703 - Train: 12.19% [152450/1251000] [121.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002892] [CE 3.737 (4.392)] [KD 4.052 (4.196)] 2024-10-16 01:46:52,785 - Train: 12.19% [152500/1251000] [121.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.634 (4.447)] [KD 4.251 (4.200)] 2024-10-16 01:47:04,697 - Train: 12.19% [152550/1251000] [121.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002892] [CE 4.566 (4.428)] [KD 4.493 (4.179)] 2024-10-16 01:47:16,682 - Train: 12.20% [152600/1251000] [122.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002892] [CE 4.533 (4.409)] [KD 4.375 (4.316)] 2024-10-16 01:47:21,834 - ==> Total time: 10:34:02 Eta: 3 days, 4:03:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:47:32,096 - Train: 12.20% [152650/1251000] [122.0/1000.0] [batch_t 0.237 (0.316)] [data_t 0.009] [optim_t 0.228] [lr 0.002892] [CE 4.110 (4.291)] [KD 4.081 (4.097)] 2024-10-16 01:47:44,245 - Train: 12.21% [152700/1251000] [122.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.624 (4.394)] [KD 4.181 (4.171)] 2024-10-16 01:47:56,932 - Train: 12.21% [152750/1251000] [122.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002892] [CE 4.873 (4.447)] [KD 4.723 (4.273)] 2024-10-16 01:48:08,914 - Train: 12.21% [152800/1251000] [122.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002892] [CE 4.479 (4.393)] [KD 4.221 (4.147)] 2024-10-16 01:48:20,701 - Train: 12.22% [152850/1251000] [122.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.502 (4.389)] [KD 3.942 (4.105)] 2024-10-16 01:48:32,603 - Train: 12.22% [152900/1251000] [122.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002892] [CE 4.590 (4.393)] [KD 4.224 (4.192)] 2024-10-16 01:48:45,072 - Train: 12.23% [152950/1251000] [122.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.707 (4.407)] [KD 4.568 (4.286)] 2024-10-16 01:48:57,220 - Train: 12.23% [153000/1251000] [122.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002892] [CE 4.536 (4.464)] [KD 4.187 (4.260)] 2024-10-16 01:49:09,071 - Train: 12.23% [153050/1251000] [122.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.850 (4.431)] [KD 4.479 (4.223)] 2024-10-16 01:49:20,957 - Train: 12.24% [153100/1251000] [122.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002892] [CE 3.959 (4.436)] [KD 4.031 (4.176)] 2024-10-16 01:49:33,215 - Train: 12.24% [153150/1251000] [122.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002892] [CE 4.503 (4.400)] [KD 4.262 (4.156)] 2024-10-16 01:49:45,133 - Train: 12.25% [153200/1251000] [122.5/1000.0] [batch_t 0.274 (0.238)] [data_t 0.009] [optim_t 0.265] [lr 0.002891] [CE 4.301 (4.396)] [KD 4.401 (4.235)] 2024-10-16 01:49:57,267 - Train: 12.25% [153250/1251000] [122.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002891] [CE 4.526 (4.468)] [KD 4.213 (4.288)] 2024-10-16 01:50:09,283 - Train: 12.25% [153300/1251000] [122.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002891] [CE 3.818 (4.411)] [KD 4.224 (4.178)] 2024-10-16 01:50:21,776 - Train: 12.26% [153350/1251000] [122.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002891] [CE 4.173 (4.388)] [KD 4.165 (4.200)] 2024-10-16 01:50:33,759 - Train: 12.26% [153400/1251000] [122.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002891] [CE 4.250 (4.387)] [KD 4.302 (4.136)] 2024-10-16 01:50:45,983 - Train: 12.27% [153450/1251000] [122.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002891] [CE 4.628 (4.390)] [KD 4.246 (4.247)] 2024-10-16 01:50:58,081 - Train: 12.27% [153500/1251000] [122.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002891] [CE 4.089 (4.387)] [KD 4.168 (4.131)] 2024-10-16 01:51:10,605 - Train: 12.27% [153550/1251000] [122.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002891] [CE 4.100 (4.357)] [KD 4.040 (4.158)] 2024-10-16 01:51:22,724 - Train: 12.28% [153600/1251000] [122.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002891] [CE 4.715 (4.454)] [KD 4.350 (4.189)] 2024-10-16 01:51:34,758 - Train: 12.28% [153650/1251000] [122.8/1000.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.002891] [CE 4.282 (4.341)] [KD 4.135 (4.198)] 2024-10-16 01:51:47,485 - Train: 12.29% [153700/1251000] [122.9/1000.0] [batch_t 0.487 (0.254)] [data_t 0.009] [optim_t 0.478] [lr 0.002891] [CE 4.187 (4.398)] [KD 4.252 (4.195)] 2024-10-16 01:51:59,703 - Train: 12.29% [153750/1251000] [122.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002891] [CE 4.527 (4.414)] [KD 4.197 (4.236)] 2024-10-16 01:52:11,626 - Train: 12.29% [153800/1251000] [122.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002891] [CE 4.396 (4.407)] [KD 4.458 (4.214)] 2024-10-16 01:52:23,483 - Train: 12.30% [153850/1251000] [123.0/1000.0] [batch_t 0.255 (0.237)] [data_t 0.009] [optim_t 0.246] [lr 0.002891] [CE 4.017 (4.386)] [KD 4.174 (4.159)] 2024-10-16 01:52:29,051 - ==> Total time: 10:39:09 Eta: 3 days, 3:57:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:52:39,359 - Train: 12.30% [153900/1251000] [123.0/1000.0] [batch_t 0.234 (0.338)] [data_t 0.009] [optim_t 0.226] [lr 0.002890] [CE 4.242 (4.407)] [KD 3.878 (4.108)] 2024-10-16 01:52:51,679 - Train: 12.31% [153950/1251000] [123.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002890] [CE 4.208 (4.472)] [KD 4.202 (4.247)] 2024-10-16 01:53:03,579 - Train: 12.31% [154000/1251000] [123.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002890] [CE 4.188 (4.434)] [KD 4.219 (4.203)] 2024-10-16 01:53:15,360 - Train: 12.31% [154050/1251000] [123.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002890] [CE 4.724 (4.367)] [KD 4.129 (4.223)] 2024-10-16 01:53:27,411 - Train: 12.32% [154100/1251000] [123.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002890] [CE 4.473 (4.350)] [KD 4.352 (4.147)] 2024-10-16 01:53:39,873 - Train: 12.32% [154150/1251000] [123.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002890] [CE 4.465 (4.490)] [KD 4.254 (4.203)] 2024-10-16 01:53:51,823 - Train: 12.33% [154200/1251000] [123.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002890] [CE 4.313 (4.366)] [KD 4.120 (4.150)] 2024-10-16 01:54:04,177 - Train: 12.33% [154250/1251000] [123.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002890] [CE 4.676 (4.427)] [KD 4.064 (4.154)] 2024-10-16 01:54:15,979 - Train: 12.33% [154300/1251000] [123.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002890] [CE 3.631 (4.413)] [KD 4.006 (4.180)] 2024-10-16 01:54:27,912 - Train: 12.34% [154350/1251000] [123.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002890] [CE 4.216 (4.364)] [KD 4.108 (4.185)] 2024-10-16 01:54:40,151 - Train: 12.34% [154400/1251000] [123.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002890] [CE 4.336 (4.443)] [KD 4.003 (4.226)] 2024-10-16 01:54:52,192 - Train: 12.35% [154450/1251000] [123.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002890] [CE 4.222 (4.393)] [KD 3.981 (4.126)] 2024-10-16 01:55:03,896 - Train: 12.35% [154500/1251000] [123.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002890] [CE 4.932 (4.441)] [KD 4.587 (4.186)] 2024-10-16 01:55:16,308 - Train: 12.35% [154550/1251000] [123.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002890] [CE 4.276 (4.340)] [KD 3.906 (4.149)] 2024-10-16 01:55:28,173 - Train: 12.36% [154600/1251000] [123.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002889] [CE 4.401 (4.477)] [KD 4.071 (4.227)] 2024-10-16 01:55:39,981 - Train: 12.36% [154650/1251000] [123.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002889] [CE 4.017 (4.367)] [KD 3.858 (4.137)] 2024-10-16 01:55:51,939 - Train: 12.37% [154700/1251000] [123.7/1000.0] [batch_t 0.312 (0.239)] [data_t 0.009] [optim_t 0.303] [lr 0.002889] [CE 4.114 (4.358)] [KD 4.177 (4.182)] 2024-10-16 01:56:03,917 - Train: 12.37% [154750/1251000] [123.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002889] [CE 4.082 (4.418)] [KD 3.935 (4.137)] 2024-10-16 01:56:15,785 - Train: 12.37% [154800/1251000] [123.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002889] [CE 4.448 (4.450)] [KD 4.291 (4.170)] 2024-10-16 01:56:28,142 - Train: 12.38% [154850/1251000] [123.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002889] [CE 4.323 (4.429)] [KD 4.266 (4.206)] 2024-10-16 01:56:40,200 - Train: 12.38% [154900/1251000] [123.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002889] [CE 4.522 (4.425)] [KD 4.184 (4.253)] 2024-10-16 01:56:52,101 - Train: 12.39% [154950/1251000] [123.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002889] [CE 4.534 (4.421)] [KD 4.112 (4.219)] 2024-10-16 01:57:04,022 - Train: 12.39% [155000/1251000] [123.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002889] [CE 4.370 (4.418)] [KD 4.195 (4.194)] 2024-10-16 01:57:16,047 - Train: 12.39% [155050/1251000] [123.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002889] [CE 4.425 (4.375)] [KD 4.103 (4.183)] 2024-10-16 01:57:27,925 - Train: 12.40% [155100/1251000] [124.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002889] [CE 4.092 (4.373)] [KD 4.049 (4.189)] 2024-10-16 01:57:34,036 - ==> Total time: 10:44:14 Eta: 3 days, 3:51:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 01:57:44,517 - Train: 12.40% [155150/1251000] [124.0/1000.0] [batch_t 0.237 (0.354)] [data_t 0.009] [optim_t 0.228] [lr 0.002889] [CE 4.432 (4.352)] [KD 4.186 (4.069)] 2024-10-16 01:57:56,665 - Train: 12.41% [155200/1251000] [124.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002889] [CE 4.547 (4.393)] [KD 4.228 (4.224)] 2024-10-16 01:58:08,594 - Train: 12.41% [155250/1251000] [124.1/1000.0] [batch_t 0.380 (0.238)] [data_t 0.009] [optim_t 0.372] [lr 0.002889] [CE 4.413 (4.402)] [KD 4.345 (4.153)] 2024-10-16 01:58:20,690 - Train: 12.41% [155300/1251000] [124.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002888] [CE 4.890 (4.380)] [KD 4.336 (4.094)] 2024-10-16 01:58:32,991 - Train: 12.42% [155350/1251000] [124.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002888] [CE 3.968 (4.389)] [KD 3.964 (4.155)] 2024-10-16 01:58:45,233 - Train: 12.42% [155400/1251000] [124.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002888] [CE 4.119 (4.478)] [KD 4.204 (4.247)] 2024-10-16 01:58:57,752 - Train: 12.43% [155450/1251000] [124.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002888] [CE 4.714 (4.451)] [KD 4.313 (4.130)] 2024-10-16 01:59:09,988 - Train: 12.43% [155500/1251000] [124.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002888] [CE 4.742 (4.446)] [KD 4.149 (4.126)] 2024-10-16 01:59:22,300 - Train: 12.43% [155550/1251000] [124.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002888] [CE 4.549 (4.436)] [KD 4.276 (4.185)] 2024-10-16 01:59:34,305 - Train: 12.44% [155600/1251000] [124.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002888] [CE 3.803 (4.344)] [KD 4.308 (4.169)] 2024-10-16 01:59:46,635 - Train: 12.44% [155650/1251000] [124.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002888] [CE 4.656 (4.436)] [KD 4.503 (4.188)] 2024-10-16 01:59:58,889 - Train: 12.45% [155700/1251000] [124.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002888] [CE 4.409 (4.414)] [KD 4.132 (4.224)] 2024-10-16 02:00:11,041 - Train: 12.45% [155750/1251000] [124.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002888] [CE 4.625 (4.395)] [KD 4.627 (4.206)] 2024-10-16 02:00:23,414 - Train: 12.45% [155800/1251000] [124.5/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002888] [CE 4.425 (4.399)] [KD 4.029 (4.217)] 2024-10-16 02:00:35,403 - Train: 12.46% [155850/1251000] [124.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002888] [CE 4.666 (4.459)] [KD 4.126 (4.246)] 2024-10-16 02:00:47,465 - Train: 12.46% [155900/1251000] [124.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002888] [CE 4.627 (4.426)] [KD 4.576 (4.215)] 2024-10-16 02:00:59,665 - Train: 12.47% [155950/1251000] [124.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002888] [CE 4.546 (4.427)] [KD 4.151 (4.206)] 2024-10-16 02:01:11,982 - Train: 12.47% [156000/1251000] [124.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.075 (4.456)] [KD 3.867 (4.275)] 2024-10-16 02:01:24,020 - Train: 12.47% [156050/1251000] [124.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002887] [CE 4.700 (4.456)] [KD 4.101 (4.267)] 2024-10-16 02:01:36,862 - Train: 12.48% [156100/1251000] [124.8/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.614 (4.416)] [KD 4.214 (4.202)] 2024-10-16 02:01:48,824 - Train: 12.48% [156150/1251000] [124.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002887] [CE 3.979 (4.432)] [KD 4.021 (4.109)] 2024-10-16 02:02:00,845 - Train: 12.49% [156200/1251000] [124.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.921 (4.372)] [KD 4.322 (4.115)] 2024-10-16 02:02:12,774 - Train: 12.49% [156250/1251000] [124.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.522 (4.392)] [KD 4.101 (4.210)] 2024-10-16 02:02:24,815 - Train: 12.49% [156300/1251000] [124.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.693 (4.403)] [KD 4.310 (4.185)] 2024-10-16 02:02:37,217 - Train: 12.50% [156350/1251000] [125.0/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002887] [CE 4.686 (4.409)] [KD 4.368 (4.175)] 2024-10-16 02:02:55,426 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 36373] [top5_cnt 45809] [top_all 50000] 2024-10-16 02:02:55,427 - net: 72.746 (91.618) 2024-10-16 02:03:07,634 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38818] [top5_cnt 46891] [top_all 50000] 2024-10-16 02:03:07,634 - net_E: 77.636 (93.782) 2024-10-16 02:03:07,770 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.704 (epoch: 115)] 2024-10-16 02:03:07,770 - ==> Total time: 10:49:48 Eta: 3 days, 3:48:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:03:19,233 - Train: 12.50% [156400/1251000] [125.0/1000.0] [batch_t 0.235 (0.304)] [data_t 0.009] [optim_t 0.226] [lr 0.002887] [CE 4.853 (4.436)] [KD 4.146 (4.164)] 2024-10-16 02:03:31,361 - Train: 12.51% [156450/1251000] [125.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002887] [CE 3.904 (4.323)] [KD 3.874 (4.076)] 2024-10-16 02:03:43,088 - Train: 12.51% [156500/1251000] [125.1/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002887] [CE 4.356 (4.380)] [KD 3.991 (4.220)] 2024-10-16 02:03:54,998 - Train: 12.51% [156550/1251000] [125.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002887] [CE 4.872 (4.453)] [KD 4.609 (4.234)] 2024-10-16 02:04:07,109 - Train: 12.52% [156600/1251000] [125.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002887] [CE 4.955 (4.383)] [KD 4.132 (4.132)] 2024-10-16 02:04:19,035 - Train: 12.52% [156650/1251000] [125.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002887] [CE 4.041 (4.347)] [KD 4.027 (4.115)] 2024-10-16 02:04:30,777 - Train: 12.53% [156700/1251000] [125.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002886] [CE 3.912 (4.401)] [KD 3.803 (4.163)] 2024-10-16 02:04:42,898 - Train: 12.53% [156750/1251000] [125.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002886] [CE 4.194 (4.334)] [KD 4.150 (4.159)] 2024-10-16 02:04:54,960 - Train: 12.53% [156800/1251000] [125.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002886] [CE 4.506 (4.372)] [KD 4.184 (4.143)] 2024-10-16 02:05:06,834 - Train: 12.54% [156850/1251000] [125.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002886] [CE 4.665 (4.406)] [KD 4.039 (4.167)] 2024-10-16 02:05:18,624 - Train: 12.54% [156900/1251000] [125.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002886] [CE 4.650 (4.368)] [KD 4.314 (4.221)] 2024-10-16 02:05:30,504 - Train: 12.55% [156950/1251000] [125.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002886] [CE 4.442 (4.387)] [KD 4.201 (4.188)] 2024-10-16 02:05:42,540 - Train: 12.55% [157000/1251000] [125.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002886] [CE 4.080 (4.398)] [KD 3.930 (4.235)] 2024-10-16 02:05:54,541 - Train: 12.55% [157050/1251000] [125.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002886] [CE 4.533 (4.497)] [KD 4.367 (4.291)] 2024-10-16 02:06:06,375 - Train: 12.56% [157100/1251000] [125.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002886] [CE 4.677 (4.393)] [KD 4.347 (4.139)] 2024-10-16 02:06:18,802 - Train: 12.56% [157150/1251000] [125.6/1000.0] [batch_t 0.267 (0.248)] [data_t 0.009] [optim_t 0.258] [lr 0.002886] [CE 4.920 (4.490)] [KD 4.585 (4.247)] 2024-10-16 02:06:31,196 - Train: 12.57% [157200/1251000] [125.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002886] [CE 4.120 (4.401)] [KD 4.073 (4.156)] 2024-10-16 02:06:43,047 - Train: 12.57% [157250/1251000] [125.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002886] [CE 4.805 (4.410)] [KD 4.355 (4.200)] 2024-10-16 02:06:54,967 - Train: 12.57% [157300/1251000] [125.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002886] [CE 4.418 (4.420)] [KD 4.482 (4.165)] 2024-10-16 02:07:07,044 - Train: 12.58% [157350/1251000] [125.8/1000.0] [batch_t 0.299 (0.241)] [data_t 0.009] [optim_t 0.290] [lr 0.002886] [CE 4.587 (4.477)] [KD 4.236 (4.265)] 2024-10-16 02:07:19,378 - Train: 12.58% [157400/1251000] [125.8/1000.0] [batch_t 0.386 (0.247)] [data_t 0.009] [optim_t 0.377] [lr 0.002885] [CE 4.204 (4.336)] [KD 3.950 (4.164)] 2024-10-16 02:07:31,138 - Train: 12.59% [157450/1251000] [125.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002885] [CE 4.258 (4.402)] [KD 4.244 (4.197)] 2024-10-16 02:07:43,303 - Train: 12.59% [157500/1251000] [125.9/1000.0] [batch_t 0.367 (0.243)] [data_t 0.009] [optim_t 0.359] [lr 0.002885] [CE 4.885 (4.336)] [KD 4.661 (4.162)] 2024-10-16 02:07:55,068 - Train: 12.59% [157550/1251000] [125.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002885] [CE 4.534 (4.353)] [KD 4.218 (4.155)] 2024-10-16 02:08:07,458 - Train: 12.60% [157600/1251000] [126.0/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002885] [CE 4.476 (4.377)] [KD 4.277 (4.118)] 2024-10-16 02:08:13,673 - ==> Total time: 10:54:54 Eta: 3 days, 3:42:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:08:23,248 - Train: 12.60% [157650/1251000] [126.0/1000.0] [batch_t 0.235 (0.348)] [data_t 0.009] [optim_t 0.227] [lr 0.002885] [CE 4.271 (4.477)] [KD 4.087 (4.189)] 2024-10-16 02:08:35,290 - Train: 12.61% [157700/1251000] [126.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002885] [CE 4.598 (4.421)] [KD 4.305 (4.166)] 2024-10-16 02:08:47,323 - Train: 12.61% [157750/1251000] [126.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002885] [CE 4.244 (4.385)] [KD 4.163 (4.173)] 2024-10-16 02:08:59,224 - Train: 12.61% [157800/1251000] [126.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002885] [CE 4.175 (4.404)] [KD 4.139 (4.142)] 2024-10-16 02:09:11,061 - Train: 12.62% [157850/1251000] [126.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002885] [CE 3.906 (4.413)] [KD 3.993 (4.167)] 2024-10-16 02:09:23,270 - Train: 12.62% [157900/1251000] [126.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002885] [CE 4.350 (4.370)] [KD 4.143 (4.099)] 2024-10-16 02:09:34,949 - Train: 12.63% [157950/1251000] [126.3/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002885] [CE 4.619 (4.319)] [KD 4.353 (4.077)] 2024-10-16 02:09:46,877 - Train: 12.63% [158000/1251000] [126.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002885] [CE 5.163 (4.402)] [KD 4.374 (4.131)] 2024-10-16 02:09:58,778 - Train: 12.63% [158050/1251000] [126.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002885] [CE 4.613 (4.360)] [KD 4.108 (4.137)] 2024-10-16 02:10:10,514 - Train: 12.64% [158100/1251000] [126.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002884] [CE 4.521 (4.387)] [KD 3.958 (4.092)] 2024-10-16 02:10:22,505 - Train: 12.64% [158150/1251000] [126.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.066 (4.409)] [KD 4.201 (4.116)] 2024-10-16 02:10:34,574 - Train: 12.65% [158200/1251000] [126.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002884] [CE 4.958 (4.378)] [KD 4.500 (4.106)] 2024-10-16 02:10:46,394 - Train: 12.65% [158250/1251000] [126.5/1000.0] [batch_t 0.259 (0.236)] [data_t 0.009] [optim_t 0.250] [lr 0.002884] [CE 4.529 (4.401)] [KD 4.173 (4.126)] 2024-10-16 02:10:58,669 - Train: 12.65% [158300/1251000] [126.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002884] [CE 4.669 (4.431)] [KD 4.357 (4.110)] 2024-10-16 02:11:10,685 - Train: 12.66% [158350/1251000] [126.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002884] [CE 3.825 (4.403)] [KD 4.123 (4.172)] 2024-10-16 02:11:22,810 - Train: 12.66% [158400/1251000] [126.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002884] [CE 4.554 (4.492)] [KD 4.090 (4.187)] 2024-10-16 02:11:34,894 - Train: 12.67% [158450/1251000] [126.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.523 (4.360)] [KD 4.121 (4.114)] 2024-10-16 02:11:47,010 - Train: 12.67% [158500/1251000] [126.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002884] [CE 3.897 (4.394)] [KD 3.962 (4.143)] 2024-10-16 02:11:59,032 - Train: 12.67% [158550/1251000] [126.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002884] [CE 4.457 (4.404)] [KD 3.936 (4.168)] 2024-10-16 02:12:11,159 - Train: 12.68% [158600/1251000] [126.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002884] [CE 4.560 (4.359)] [KD 4.037 (4.167)] 2024-10-16 02:12:23,235 - Train: 12.68% [158650/1251000] [126.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.266 (4.391)] [KD 4.157 (4.205)] 2024-10-16 02:12:35,438 - Train: 12.69% [158700/1251000] [126.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002884] [CE 4.380 (4.435)] [KD 4.287 (4.228)] 2024-10-16 02:12:47,657 - Train: 12.69% [158750/1251000] [126.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.628 (4.422)] [KD 4.327 (4.141)] 2024-10-16 02:12:59,680 - Train: 12.69% [158800/1251000] [126.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002883] [CE 4.302 (4.361)] [KD 3.860 (4.111)] 2024-10-16 02:13:11,808 - Train: 12.70% [158850/1251000] [127.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002883] [CE 4.481 (4.395)] [KD 4.227 (4.159)] 2024-10-16 02:13:18,133 - ==> Total time: 10:59:58 Eta: 3 days, 3:36:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:13:27,393 - Train: 12.70% [158900/1251000] [127.0/1000.0] [batch_t 0.237 (0.354)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.480 (4.376)] [KD 4.237 (4.234)] 2024-10-16 02:13:39,441 - Train: 12.71% [158950/1251000] [127.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002883] [CE 4.813 (4.413)] [KD 4.416 (4.155)] 2024-10-16 02:13:51,703 - Train: 12.71% [159000/1251000] [127.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002883] [CE 4.017 (4.345)] [KD 4.005 (4.149)] 2024-10-16 02:14:03,747 - Train: 12.71% [159050/1251000] [127.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002883] [CE 4.560 (4.391)] [KD 4.368 (4.240)] 2024-10-16 02:14:16,029 - Train: 12.72% [159100/1251000] [127.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 3.846 (4.384)] [KD 3.905 (4.157)] 2024-10-16 02:14:28,026 - Train: 12.72% [159150/1251000] [127.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.247 (4.378)] [KD 4.225 (4.139)] 2024-10-16 02:14:39,949 - Train: 12.73% [159200/1251000] [127.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002883] [CE 4.324 (4.362)] [KD 4.044 (4.103)] 2024-10-16 02:14:52,096 - Train: 12.73% [159250/1251000] [127.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002883] [CE 4.349 (4.433)] [KD 4.167 (4.152)] 2024-10-16 02:15:04,023 - Train: 12.73% [159300/1251000] [127.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.389 (4.441)] [KD 4.095 (4.289)] 2024-10-16 02:15:16,078 - Train: 12.74% [159350/1251000] [127.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.062 (4.412)] [KD 3.961 (4.109)] 2024-10-16 02:15:28,334 - Train: 12.74% [159400/1251000] [127.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.095 (4.367)] [KD 4.307 (4.119)] 2024-10-16 02:15:40,346 - Train: 12.75% [159450/1251000] [127.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002883] [CE 4.262 (4.485)] [KD 4.070 (4.238)] 2024-10-16 02:15:52,274 - Train: 12.75% [159500/1251000] [127.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.707 (4.423)] [KD 4.390 (4.217)] 2024-10-16 02:16:04,397 - Train: 12.75% [159550/1251000] [127.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.336 (4.409)] [KD 4.299 (4.127)] 2024-10-16 02:16:16,401 - Train: 12.76% [159600/1251000] [127.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002882] [CE 4.722 (4.400)] [KD 4.361 (4.157)] 2024-10-16 02:16:28,737 - Train: 12.76% [159650/1251000] [127.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.002882] [CE 4.198 (4.354)] [KD 4.253 (4.189)] 2024-10-16 02:16:41,310 - Train: 12.77% [159700/1251000] [127.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.204 (4.428)] [KD 3.998 (4.216)] 2024-10-16 02:16:53,613 - Train: 12.77% [159750/1251000] [127.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.278 (4.428)] [KD 4.118 (4.177)] 2024-10-16 02:17:05,882 - Train: 12.77% [159800/1251000] [127.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002882] [CE 4.625 (4.341)] [KD 4.356 (4.137)] 2024-10-16 02:17:17,929 - Train: 12.78% [159850/1251000] [127.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002882] [CE 4.326 (4.454)] [KD 3.957 (4.215)] 2024-10-16 02:17:30,233 - Train: 12.78% [159900/1251000] [127.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.317 (4.374)] [KD 4.117 (4.111)] 2024-10-16 02:17:42,380 - Train: 12.79% [159950/1251000] [127.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002882] [CE 4.311 (4.410)] [KD 4.073 (4.182)] 2024-10-16 02:17:54,656 - Train: 12.79% [160000/1251000] [127.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002882] [CE 4.688 (4.463)] [KD 4.563 (4.201)] 2024-10-16 02:18:07,059 - Train: 12.79% [160050/1251000] [127.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002882] [CE 4.858 (4.397)] [KD 4.408 (4.103)] 2024-10-16 02:18:19,193 - Train: 12.80% [160100/1251000] [128.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002882] [CE 4.315 (4.362)] [KD 4.207 (4.138)] 2024-10-16 02:18:25,976 - ==> Total time: 11:05:06 Eta: 3 days, 3:31:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:18:35,255 - Train: 12.80% [160150/1251000] [128.0/1000.0] [batch_t 0.234 (0.370)] [data_t 0.009] [optim_t 0.225] [lr 0.002882] [CE 4.504 (4.351)] [KD 4.303 (4.069)] 2024-10-16 02:18:47,143 - Train: 12.81% [160200/1251000] [128.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002881] [CE 4.483 (4.416)] [KD 4.124 (4.086)] 2024-10-16 02:18:59,632 - Train: 12.81% [160250/1251000] [128.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.501 (4.441)] [KD 4.128 (4.140)] 2024-10-16 02:19:11,624 - Train: 12.81% [160300/1251000] [128.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002881] [CE 4.540 (4.371)] [KD 4.124 (4.196)] 2024-10-16 02:19:23,468 - Train: 12.82% [160350/1251000] [128.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002881] [CE 4.333 (4.338)] [KD 4.060 (4.075)] 2024-10-16 02:19:35,426 - Train: 12.82% [160400/1251000] [128.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.617 (4.435)] [KD 4.142 (4.192)] 2024-10-16 02:19:47,438 - Train: 12.83% [160450/1251000] [128.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.568 (4.494)] [KD 4.316 (4.225)] 2024-10-16 02:19:59,606 - Train: 12.83% [160500/1251000] [128.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002881] [CE 4.252 (4.394)] [KD 3.922 (4.188)] 2024-10-16 02:20:11,413 - Train: 12.83% [160550/1251000] [128.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.302 (4.423)] [KD 4.228 (4.264)] 2024-10-16 02:20:23,480 - Train: 12.84% [160600/1251000] [128.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002881] [CE 4.329 (4.399)] [KD 4.141 (4.181)] 2024-10-16 02:20:35,461 - Train: 12.84% [160650/1251000] [128.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.243 (4.420)] [KD 4.390 (4.236)] 2024-10-16 02:20:47,684 - Train: 12.85% [160700/1251000] [128.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002881] [CE 4.173 (4.466)] [KD 4.142 (4.268)] 2024-10-16 02:20:59,667 - Train: 12.85% [160750/1251000] [128.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002881] [CE 4.706 (4.445)] [KD 4.425 (4.198)] 2024-10-16 02:21:11,747 - Train: 12.85% [160800/1251000] [128.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002881] [CE 4.693 (4.461)] [KD 4.287 (4.163)] 2024-10-16 02:21:23,712 - Train: 12.86% [160850/1251000] [128.6/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002880] [CE 4.447 (4.335)] [KD 4.235 (4.136)] 2024-10-16 02:21:36,092 - Train: 12.86% [160900/1251000] [128.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002880] [CE 4.368 (4.339)] [KD 3.946 (4.094)] 2024-10-16 02:21:47,986 - Train: 12.87% [160950/1251000] [128.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002880] [CE 4.251 (4.361)] [KD 4.311 (4.143)] 2024-10-16 02:21:59,926 - Train: 12.87% [161000/1251000] [128.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002880] [CE 4.700 (4.347)] [KD 4.227 (4.074)] 2024-10-16 02:22:11,925 - Train: 12.87% [161050/1251000] [128.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002880] [CE 4.208 (4.437)] [KD 4.324 (4.200)] 2024-10-16 02:22:24,215 - Train: 12.88% [161100/1251000] [128.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002880] [CE 5.065 (4.412)] [KD 4.588 (4.215)] 2024-10-16 02:22:36,113 - Train: 12.88% [161150/1251000] [128.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002880] [CE 4.672 (4.454)] [KD 4.233 (4.189)] 2024-10-16 02:22:48,120 - Train: 12.89% [161200/1251000] [128.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002880] [CE 4.545 (4.410)] [KD 4.228 (4.222)] 2024-10-16 02:23:00,158 - Train: 12.89% [161250/1251000] [128.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002880] [CE 4.342 (4.414)] [KD 3.907 (4.172)] 2024-10-16 02:23:12,437 - Train: 12.89% [161300/1251000] [128.9/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.002880] [CE 4.623 (4.464)] [KD 4.298 (4.225)] 2024-10-16 02:23:24,436 - Train: 12.90% [161350/1251000] [129.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002880] [CE 4.428 (4.388)] [KD 4.373 (4.204)] 2024-10-16 02:23:31,648 - ==> Total time: 11:10:12 Eta: 3 days, 3:25:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:23:40,378 - Train: 12.90% [161400/1251000] [129.0/1000.0] [batch_t 0.234 (0.347)] [data_t 0.009] [optim_t 0.225] [lr 0.002880] [CE 4.577 (4.356)] [KD 4.154 (4.086)] 2024-10-16 02:23:52,513 - Train: 12.91% [161450/1251000] [129.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002880] [CE 3.861 (4.384)] [KD 3.948 (4.103)] 2024-10-16 02:24:04,522 - Train: 12.91% [161500/1251000] [129.1/1000.0] [batch_t 0.432 (0.240)] [data_t 0.009] [optim_t 0.423] [lr 0.002880] [CE 4.731 (4.442)] [KD 4.328 (4.149)] 2024-10-16 02:24:16,831 - Train: 12.91% [161550/1251000] [129.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002879] [CE 4.648 (4.416)] [KD 4.387 (4.184)] 2024-10-16 02:24:28,902 - Train: 12.92% [161600/1251000] [129.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002879] [CE 4.254 (4.375)] [KD 4.054 (4.186)] 2024-10-16 02:24:41,057 - Train: 12.92% [161650/1251000] [129.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002879] [CE 4.270 (4.419)] [KD 4.097 (4.206)] 2024-10-16 02:24:53,169 - Train: 12.93% [161700/1251000] [129.3/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002879] [CE 4.808 (4.425)] [KD 4.388 (4.164)] 2024-10-16 02:25:05,358 - Train: 12.93% [161750/1251000] [129.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002879] [CE 4.401 (4.358)] [KD 4.270 (4.154)] 2024-10-16 02:25:17,258 - Train: 12.93% [161800/1251000] [129.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002879] [CE 4.902 (4.396)] [KD 4.256 (4.115)] 2024-10-16 02:25:29,263 - Train: 12.94% [161850/1251000] [129.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002879] [CE 4.756 (4.448)] [KD 4.319 (4.164)] 2024-10-16 02:25:41,279 - Train: 12.94% [161900/1251000] [129.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002879] [CE 4.630 (4.337)] [KD 4.304 (4.161)] 2024-10-16 02:25:53,547 - Train: 12.95% [161950/1251000] [129.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002879] [CE 4.386 (4.396)] [KD 4.159 (4.203)] 2024-10-16 02:26:05,323 - Train: 12.95% [162000/1251000] [129.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002879] [CE 4.402 (4.413)] [KD 4.217 (4.185)] 2024-10-16 02:26:17,450 - Train: 12.95% [162050/1251000] [129.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002879] [CE 4.684 (4.402)] [KD 4.329 (4.133)] 2024-10-16 02:26:29,367 - Train: 12.96% [162100/1251000] [129.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002879] [CE 3.680 (4.384)] [KD 3.585 (4.101)] 2024-10-16 02:26:41,449 - Train: 12.96% [162150/1251000] [129.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002879] [CE 4.642 (4.455)] [KD 4.120 (4.164)] 2024-10-16 02:26:53,212 - Train: 12.97% [162200/1251000] [129.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002879] [CE 4.017 (4.398)] [KD 3.933 (4.152)] 2024-10-16 02:27:05,350 - Train: 12.97% [162250/1251000] [129.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002878] [CE 4.398 (4.406)] [KD 4.021 (4.123)] 2024-10-16 02:27:17,369 - Train: 12.97% [162300/1251000] [129.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002878] [CE 4.209 (4.375)] [KD 3.867 (4.174)] 2024-10-16 02:27:29,742 - Train: 12.98% [162350/1251000] [129.8/1000.0] [batch_t 0.388 (0.247)] [data_t 0.009] [optim_t 0.379] [lr 0.002878] [CE 4.169 (4.455)] [KD 4.138 (4.199)] 2024-10-16 02:27:41,725 - Train: 12.98% [162400/1251000] [129.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002878] [CE 4.750 (4.493)] [KD 4.300 (4.318)] 2024-10-16 02:27:53,730 - Train: 12.99% [162450/1251000] [129.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002878] [CE 4.779 (4.412)] [KD 4.307 (4.218)] 2024-10-16 02:28:05,927 - Train: 12.99% [162500/1251000] [129.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002878] [CE 4.568 (4.417)] [KD 4.233 (4.136)] 2024-10-16 02:28:18,238 - Train: 12.99% [162550/1251000] [129.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002878] [CE 4.210 (4.437)] [KD 4.054 (4.246)] 2024-10-16 02:28:30,162 - Train: 13.00% [162600/1251000] [130.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002878] [CE 4.555 (4.431)] [KD 4.262 (4.193)] 2024-10-16 02:28:49,249 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 35871] [top5_cnt 45496] [top_all 50000] 2024-10-16 02:28:49,249 - net: 71.742 (90.992) 2024-10-16 02:29:01,530 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38767] [top5_cnt 46907] [top_all 50000] 2024-10-16 02:29:01,530 - net_E: 77.534 (93.814) 2024-10-16 02:29:01,662 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.704 (epoch: 115)] 2024-10-16 02:29:01,663 - ==> Total time: 11:15:42 Eta: 3 days, 3:22:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:29:10,399 - Train: 13.00% [162650/1251000] [130.0/1000.0] [batch_t 0.235 (0.376)] [data_t 0.009] [optim_t 0.227] [lr 0.002878] [CE 4.584 (4.450)] [KD 4.392 (4.133)] 2024-10-16 02:29:22,626 - Train: 13.01% [162700/1251000] [130.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002878] [CE 4.723 (4.416)] [KD 4.212 (4.126)] 2024-10-16 02:29:34,592 - Train: 13.01% [162750/1251000] [130.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002878] [CE 4.955 (4.419)] [KD 4.315 (4.099)] 2024-10-16 02:29:46,359 - Train: 13.01% [162800/1251000] [130.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002878] [CE 3.755 (4.388)] [KD 3.995 (4.159)] 2024-10-16 02:29:58,357 - Train: 13.02% [162850/1251000] [130.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002878] [CE 4.467 (4.378)] [KD 4.132 (4.073)] 2024-10-16 02:30:10,494 - Train: 13.02% [162900/1251000] [130.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002877] [CE 4.237 (4.360)] [KD 3.918 (4.120)] 2024-10-16 02:30:22,415 - Train: 13.03% [162950/1251000] [130.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002877] [CE 4.258 (4.389)] [KD 3.989 (4.146)] 2024-10-16 02:30:34,466 - Train: 13.03% [163000/1251000] [130.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002877] [CE 4.362 (4.390)] [KD 4.398 (4.195)] 2024-10-16 02:30:46,507 - Train: 13.03% [163050/1251000] [130.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002877] [CE 4.379 (4.346)] [KD 4.260 (4.172)] 2024-10-16 02:30:58,419 - Train: 13.04% [163100/1251000] [130.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002877] [CE 4.862 (4.376)] [KD 4.493 (4.182)] 2024-10-16 02:31:10,475 - Train: 13.04% [163150/1251000] [130.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002877] [CE 4.092 (4.354)] [KD 3.932 (4.204)] 2024-10-16 02:31:22,497 - Train: 13.05% [163200/1251000] [130.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002877] [CE 4.455 (4.410)] [KD 4.121 (4.131)] 2024-10-16 02:31:34,478 - Train: 13.05% [163250/1251000] [130.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002877] [CE 4.491 (4.312)] [KD 4.365 (4.112)] 2024-10-16 02:31:46,530 - Train: 13.05% [163300/1251000] [130.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002877] [CE 4.500 (4.350)] [KD 4.226 (4.041)] 2024-10-16 02:31:58,719 - Train: 13.06% [163350/1251000] [130.6/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002877] [CE 3.858 (4.420)] [KD 3.799 (4.165)] 2024-10-16 02:32:10,652 - Train: 13.06% [163400/1251000] [130.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002877] [CE 3.794 (4.362)] [KD 3.930 (4.148)] 2024-10-16 02:32:22,841 - Train: 13.07% [163450/1251000] [130.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002877] [CE 4.934 (4.473)] [KD 4.391 (4.191)] 2024-10-16 02:32:34,810 - Train: 13.07% [163500/1251000] [130.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002877] [CE 5.214 (4.405)] [KD 4.475 (4.126)] 2024-10-16 02:32:46,707 - Train: 13.07% [163550/1251000] [130.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002877] [CE 4.853 (4.442)] [KD 4.375 (4.188)] 2024-10-16 02:32:58,612 - Train: 13.08% [163600/1251000] [130.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002876] [CE 4.291 (4.455)] [KD 4.024 (4.218)] 2024-10-16 02:33:10,747 - Train: 13.08% [163650/1251000] [130.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002876] [CE 4.584 (4.361)] [KD 4.085 (4.171)] 2024-10-16 02:33:22,700 - Train: 13.09% [163700/1251000] [130.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002876] [CE 4.387 (4.378)] [KD 4.123 (4.156)] 2024-10-16 02:33:34,888 - Train: 13.09% [163750/1251000] [130.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002876] [CE 4.718 (4.438)] [KD 4.078 (4.115)] 2024-10-16 02:33:46,763 - Train: 13.09% [163800/1251000] [130.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002876] [CE 4.563 (4.327)] [KD 4.273 (4.155)] 2024-10-16 02:33:58,751 - Train: 13.10% [163850/1251000] [131.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002876] [CE 4.612 (4.448)] [KD 4.316 (4.163)] 2024-10-16 02:34:06,019 - ==> Total time: 11:20:46 Eta: 3 days, 3:15:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:34:14,766 - Train: 13.10% [163900/1251000] [131.0/1000.0] [batch_t 0.350 (0.375)] [data_t 0.009] [optim_t 0.341] [lr 0.002876] [CE 4.244 (4.282)] [KD 4.260 (4.101)] 2024-10-16 02:34:26,450 - Train: 13.11% [163950/1251000] [131.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002876] [CE 4.360 (4.442)] [KD 4.207 (4.177)] 2024-10-16 02:34:38,561 - Train: 13.11% [164000/1251000] [131.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002876] [CE 4.447 (4.408)] [KD 4.204 (4.177)] 2024-10-16 02:34:50,505 - Train: 13.11% [164050/1251000] [131.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002876] [CE 4.071 (4.381)] [KD 4.080 (4.090)] 2024-10-16 02:35:02,747 - Train: 13.12% [164100/1251000] [131.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002876] [CE 4.638 (4.343)] [KD 4.323 (4.137)] 2024-10-16 02:35:14,664 - Train: 13.12% [164150/1251000] [131.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002876] [CE 4.737 (4.378)] [KD 4.358 (4.168)] 2024-10-16 02:35:26,924 - Train: 13.13% [164200/1251000] [131.3/1000.0] [batch_t 0.380 (0.245)] [data_t 0.009] [optim_t 0.371] [lr 0.002876] [CE 4.435 (4.478)] [KD 3.961 (4.242)] 2024-10-16 02:35:38,832 - Train: 13.13% [164250/1251000] [131.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002875] [CE 4.775 (4.384)] [KD 4.246 (4.130)] 2024-10-16 02:35:51,301 - Train: 13.13% [164300/1251000] [131.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002875] [CE 4.552 (4.406)] [KD 4.152 (4.121)] 2024-10-16 02:36:03,074 - Train: 13.14% [164350/1251000] [131.4/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002875] [CE 4.529 (4.434)] [KD 4.145 (4.241)] 2024-10-16 02:36:15,319 - Train: 13.14% [164400/1251000] [131.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002875] [CE 3.960 (4.432)] [KD 3.991 (4.185)] 2024-10-16 02:36:27,212 - Train: 13.15% [164450/1251000] [131.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002875] [CE 4.730 (4.394)] [KD 4.113 (4.214)] 2024-10-16 02:36:39,433 - Train: 13.15% [164500/1251000] [131.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002875] [CE 4.244 (4.416)] [KD 3.971 (4.232)] 2024-10-16 02:36:51,290 - Train: 13.15% [164550/1251000] [131.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002875] [CE 4.385 (4.324)] [KD 4.237 (4.120)] 2024-10-16 02:37:03,268 - Train: 13.16% [164600/1251000] [131.6/1000.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.002875] [CE 3.767 (4.381)] [KD 4.090 (4.166)] 2024-10-16 02:37:15,241 - Train: 13.16% [164650/1251000] [131.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002875] [CE 4.942 (4.435)] [KD 4.550 (4.164)] 2024-10-16 02:37:27,794 - Train: 13.17% [164700/1251000] [131.7/1000.0] [batch_t 0.456 (0.251)] [data_t 0.009] [optim_t 0.447] [lr 0.002875] [CE 4.634 (4.425)] [KD 4.282 (4.131)] 2024-10-16 02:37:39,576 - Train: 13.17% [164750/1251000] [131.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002875] [CE 4.128 (4.425)] [KD 4.053 (4.080)] 2024-10-16 02:37:51,486 - Train: 13.17% [164800/1251000] [131.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002875] [CE 4.417 (4.470)] [KD 4.423 (4.203)] 2024-10-16 02:38:03,535 - Train: 13.18% [164850/1251000] [131.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002875] [CE 4.883 (4.515)] [KD 4.338 (4.198)] 2024-10-16 02:38:15,470 - Train: 13.18% [164900/1251000] [131.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002874] [CE 4.474 (4.332)] [KD 4.360 (4.099)] 2024-10-16 02:38:27,484 - Train: 13.19% [164950/1251000] [131.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002874] [CE 4.510 (4.417)] [KD 3.921 (4.189)] 2024-10-16 02:38:39,763 - Train: 13.19% [165000/1251000] [131.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002874] [CE 4.408 (4.438)] [KD 4.045 (4.216)] 2024-10-16 02:38:51,828 - Train: 13.19% [165050/1251000] [131.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002874] [CE 3.910 (4.361)] [KD 4.144 (4.233)] 2024-10-16 02:39:03,698 - Train: 13.20% [165100/1251000] [132.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002874] [CE 4.290 (4.406)] [KD 4.231 (4.212)] 2024-10-16 02:39:11,381 - ==> Total time: 11:25:52 Eta: 3 days, 3:10:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:39:19,540 - Train: 13.20% [165150/1251000] [132.0/1000.0] [batch_t 0.236 (0.381)] [data_t 0.009] [optim_t 0.227] [lr 0.002874] [CE 4.734 (4.307)] [KD 4.192 (4.056)] 2024-10-16 02:39:31,526 - Train: 13.21% [165200/1251000] [132.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002874] [CE 4.572 (4.351)] [KD 4.181 (4.102)] 2024-10-16 02:39:43,553 - Train: 13.21% [165250/1251000] [132.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002874] [CE 4.268 (4.432)] [KD 4.133 (4.065)] 2024-10-16 02:39:55,401 - Train: 13.21% [165300/1251000] [132.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002874] [CE 4.452 (4.455)] [KD 4.339 (4.171)] 2024-10-16 02:40:07,330 - Train: 13.22% [165350/1251000] [132.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002874] [CE 4.372 (4.387)] [KD 3.997 (4.184)] 2024-10-16 02:40:19,602 - Train: 13.22% [165400/1251000] [132.2/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.002874] [CE 4.487 (4.421)] [KD 4.054 (4.183)] 2024-10-16 02:40:31,343 - Train: 13.23% [165450/1251000] [132.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002874] [CE 4.100 (4.403)] [KD 3.891 (4.096)] 2024-10-16 02:40:43,226 - Train: 13.23% [165500/1251000] [132.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002874] [CE 4.577 (4.382)] [KD 4.145 (4.059)] 2024-10-16 02:40:55,395 - Train: 13.23% [165550/1251000] [132.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002874] [CE 4.272 (4.366)] [KD 4.204 (4.133)] 2024-10-16 02:41:07,322 - Train: 13.24% [165600/1251000] [132.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002873] [CE 4.844 (4.402)] [KD 4.403 (4.180)] 2024-10-16 02:41:19,106 - Train: 13.24% [165650/1251000] [132.4/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002873] [CE 4.159 (4.432)] [KD 4.152 (4.176)] 2024-10-16 02:41:31,239 - Train: 13.25% [165700/1251000] [132.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002873] [CE 4.576 (4.430)] [KD 3.925 (4.084)] 2024-10-16 02:41:43,236 - Train: 13.25% [165750/1251000] [132.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002873] [CE 4.332 (4.383)] [KD 3.951 (4.140)] 2024-10-16 02:41:55,211 - Train: 13.25% [165800/1251000] [132.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002873] [CE 3.752 (4.385)] [KD 3.802 (4.201)] 2024-10-16 02:42:07,162 - Train: 13.26% [165850/1251000] [132.6/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002873] [CE 4.818 (4.394)] [KD 4.427 (4.140)] 2024-10-16 02:42:19,194 - Train: 13.26% [165900/1251000] [132.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002873] [CE 4.210 (4.403)] [KD 4.002 (4.113)] 2024-10-16 02:42:31,726 - Train: 13.27% [165950/1251000] [132.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002873] [CE 4.444 (4.330)] [KD 4.453 (4.156)] 2024-10-16 02:42:43,909 - Train: 13.27% [166000/1251000] [132.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002873] [CE 4.068 (4.418)] [KD 4.061 (4.228)] 2024-10-16 02:42:56,010 - Train: 13.27% [166050/1251000] [132.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002873] [CE 4.329 (4.429)] [KD 3.960 (4.218)] 2024-10-16 02:43:08,143 - Train: 13.28% [166100/1251000] [132.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002873] [CE 4.098 (4.359)] [KD 3.744 (4.154)] 2024-10-16 02:43:20,425 - Train: 13.28% [166150/1251000] [132.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002873] [CE 4.647 (4.439)] [KD 4.555 (4.279)] 2024-10-16 02:43:32,506 - Train: 13.29% [166200/1251000] [132.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002873] [CE 3.942 (4.345)] [KD 4.057 (4.043)] 2024-10-16 02:43:44,853 - Train: 13.29% [166250/1251000] [132.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002872] [CE 4.484 (4.342)] [KD 4.292 (4.098)] 2024-10-16 02:43:56,958 - Train: 13.29% [166300/1251000] [132.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002872] [CE 3.622 (4.376)] [KD 3.686 (4.272)] 2024-10-16 02:44:09,213 - Train: 13.30% [166350/1251000] [133.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002872] [CE 4.693 (4.376)] [KD 4.670 (4.275)] 2024-10-16 02:44:17,047 - ==> Total time: 11:30:57 Eta: 3 days, 3:04:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:44:25,051 - Train: 13.30% [166400/1251000] [133.0/1000.0] [batch_t 0.234 (0.399)] [data_t 0.009] [optim_t 0.225] [lr 0.002872] [CE 4.777 (4.490)] [KD 4.279 (4.247)] 2024-10-16 02:44:36,820 - Train: 13.31% [166450/1251000] [133.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002872] [CE 3.995 (4.325)] [KD 3.980 (4.088)] 2024-10-16 02:44:48,863 - Train: 13.31% [166500/1251000] [133.1/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002872] [CE 4.101 (4.386)] [KD 4.005 (4.150)] 2024-10-16 02:45:01,069 - Train: 13.31% [166550/1251000] [133.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002872] [CE 4.226 (4.399)] [KD 4.130 (4.099)] 2024-10-16 02:45:13,071 - Train: 13.32% [166600/1251000] [133.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002872] [CE 4.592 (4.417)] [KD 4.218 (4.166)] 2024-10-16 02:45:25,054 - Train: 13.32% [166650/1251000] [133.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002872] [CE 4.526 (4.472)] [KD 4.409 (4.147)] 2024-10-16 02:45:37,118 - Train: 13.33% [166700/1251000] [133.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002872] [CE 4.202 (4.389)] [KD 4.122 (4.157)] 2024-10-16 02:45:49,209 - Train: 13.33% [166750/1251000] [133.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002872] [CE 4.420 (4.400)] [KD 4.192 (4.185)] 2024-10-16 02:46:01,234 - Train: 13.33% [166800/1251000] [133.3/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002872] [CE 4.297 (4.440)] [KD 4.041 (4.134)] 2024-10-16 02:46:13,097 - Train: 13.34% [166850/1251000] [133.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002872] [CE 4.482 (4.479)] [KD 4.247 (4.245)] 2024-10-16 02:46:25,267 - Train: 13.34% [166900/1251000] [133.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002871] [CE 4.213 (4.428)] [KD 4.235 (4.207)] 2024-10-16 02:46:37,367 - Train: 13.35% [166950/1251000] [133.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002871] [CE 5.007 (4.430)] [KD 4.502 (4.186)] 2024-10-16 02:46:49,289 - Train: 13.35% [167000/1251000] [133.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002871] [CE 4.693 (4.385)] [KD 4.345 (4.215)] 2024-10-16 02:47:01,144 - Train: 13.35% [167050/1251000] [133.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002871] [CE 4.746 (4.456)] [KD 4.341 (4.250)] 2024-10-16 02:47:13,194 - Train: 13.36% [167100/1251000] [133.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002871] [CE 4.727 (4.367)] [KD 4.090 (4.142)] 2024-10-16 02:47:25,233 - Train: 13.36% [167150/1251000] [133.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002871] [CE 3.938 (4.340)] [KD 4.045 (4.117)] 2024-10-16 02:47:37,208 - Train: 13.37% [167200/1251000] [133.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002871] [CE 4.293 (4.405)] [KD 4.144 (4.158)] 2024-10-16 02:47:49,085 - Train: 13.37% [167250/1251000] [133.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002871] [CE 4.622 (4.390)] [KD 3.927 (4.131)] 2024-10-16 02:48:01,009 - Train: 13.37% [167300/1251000] [133.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002871] [CE 4.030 (4.423)] [KD 3.892 (4.149)] 2024-10-16 02:48:13,045 - Train: 13.38% [167350/1251000] [133.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002871] [CE 4.336 (4.389)] [KD 3.835 (4.139)] 2024-10-16 02:48:25,024 - Train: 13.38% [167400/1251000] [133.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002871] [CE 4.129 (4.395)] [KD 3.869 (4.174)] 2024-10-16 02:48:36,973 - Train: 13.39% [167450/1251000] [133.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002871] [CE 4.168 (4.425)] [KD 4.079 (4.133)] 2024-10-16 02:48:48,742 - Train: 13.39% [167500/1251000] [133.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002871] [CE 4.616 (4.412)] [KD 4.196 (4.155)] 2024-10-16 02:49:00,947 - Train: 13.39% [167550/1251000] [133.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002870] [CE 4.652 (4.425)] [KD 4.128 (4.132)] 2024-10-16 02:49:12,804 - Train: 13.40% [167600/1251000] [134.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002870] [CE 4.231 (4.434)] [KD 4.199 (4.156)] 2024-10-16 02:49:20,757 - ==> Total time: 11:36:01 Eta: 3 days, 2:58:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:49:28,447 - Train: 13.40% [167650/1251000] [134.0/1000.0] [batch_t 0.232 (0.403)] [data_t 0.009] [optim_t 0.223] [lr 0.002870] [CE 3.948 (4.427)] [KD 3.490 (4.054)] 2024-10-16 02:49:40,307 - Train: 13.41% [167700/1251000] [134.1/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002870] [CE 4.019 (4.319)] [KD 4.030 (4.062)] 2024-10-16 02:49:52,801 - Train: 13.41% [167750/1251000] [134.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002870] [CE 4.151 (4.408)] [KD 4.163 (4.204)] 2024-10-16 02:50:04,751 - Train: 13.41% [167800/1251000] [134.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002870] [CE 4.367 (4.437)] [KD 4.041 (4.102)] 2024-10-16 02:50:16,951 - Train: 13.42% [167850/1251000] [134.2/1000.0] [batch_t 0.277 (0.244)] [data_t 0.009] [optim_t 0.268] [lr 0.002870] [CE 4.433 (4.486)] [KD 4.018 (4.213)] 2024-10-16 02:50:29,341 - Train: 13.42% [167900/1251000] [134.2/1000.0] [batch_t 0.307 (0.248)] [data_t 0.009] [optim_t 0.298] [lr 0.002870] [CE 4.490 (4.376)] [KD 4.428 (4.058)] 2024-10-16 02:50:41,862 - Train: 13.43% [167950/1251000] [134.3/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002870] [CE 4.481 (4.385)] [KD 4.069 (4.101)] 2024-10-16 02:50:53,718 - Train: 13.43% [168000/1251000] [134.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002870] [CE 4.197 (4.396)] [KD 3.892 (4.099)] 2024-10-16 02:51:05,938 - Train: 13.43% [168050/1251000] [134.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002870] [CE 4.555 (4.354)] [KD 4.270 (4.116)] 2024-10-16 02:51:18,112 - Train: 13.44% [168100/1251000] [134.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002870] [CE 4.751 (4.390)] [KD 4.401 (4.159)] 2024-10-16 02:51:30,395 - Train: 13.44% [168150/1251000] [134.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002870] [CE 4.224 (4.444)] [KD 4.170 (4.163)] 2024-10-16 02:51:42,625 - Train: 13.45% [168200/1251000] [134.5/1000.0] [batch_t 0.303 (0.245)] [data_t 0.009] [optim_t 0.294] [lr 0.002869] [CE 4.747 (4.375)] [KD 4.248 (4.133)] 2024-10-16 02:51:54,702 - Train: 13.45% [168250/1251000] [134.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002869] [CE 4.516 (4.362)] [KD 4.384 (4.031)] 2024-10-16 02:52:07,028 - Train: 13.45% [168300/1251000] [134.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002869] [CE 4.320 (4.408)] [KD 4.096 (4.090)] 2024-10-16 02:52:19,332 - Train: 13.46% [168350/1251000] [134.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002869] [CE 4.317 (4.484)] [KD 4.141 (4.214)] 2024-10-16 02:52:31,316 - Train: 13.46% [168400/1251000] [134.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002869] [CE 4.469 (4.428)] [KD 4.138 (4.257)] 2024-10-16 02:52:43,283 - Train: 13.47% [168450/1251000] [134.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002869] [CE 4.502 (4.388)] [KD 4.367 (4.143)] 2024-10-16 02:52:55,436 - Train: 13.47% [168500/1251000] [134.7/1000.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.002869] [CE 4.235 (4.425)] [KD 3.944 (4.139)] 2024-10-16 02:53:07,789 - Train: 13.47% [168550/1251000] [134.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002869] [CE 4.128 (4.478)] [KD 4.030 (4.210)] 2024-10-16 02:53:19,794 - Train: 13.48% [168600/1251000] [134.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002869] [CE 4.539 (4.434)] [KD 4.289 (4.233)] 2024-10-16 02:53:31,849 - Train: 13.48% [168650/1251000] [134.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002869] [CE 4.398 (4.346)] [KD 4.273 (4.144)] 2024-10-16 02:53:44,082 - Train: 13.49% [168700/1251000] [134.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002869] [CE 4.411 (4.407)] [KD 4.225 (4.210)] 2024-10-16 02:53:56,250 - Train: 13.49% [168750/1251000] [134.9/1000.0] [batch_t 0.377 (0.243)] [data_t 0.009] [optim_t 0.368] [lr 0.002869] [CE 4.987 (4.457)] [KD 4.461 (4.186)] 2024-10-16 02:54:08,352 - Train: 13.49% [168800/1251000] [134.9/1000.0] [batch_t 0.290 (0.242)] [data_t 0.009] [optim_t 0.281] [lr 0.002869] [CE 4.072 (4.434)] [KD 4.304 (4.240)] 2024-10-16 02:54:20,683 - Train: 13.50% [168850/1251000] [135.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002868] [CE 4.111 (4.411)] [KD 4.021 (4.181)] 2024-10-16 02:54:41,115 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36027] [top5_cnt 45544] [top_all 50000] 2024-10-16 02:54:41,116 - net: 72.054 (91.088) 2024-10-16 02:54:53,272 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 38826] [top5_cnt 46912] [top_all 50000] 2024-10-16 02:54:53,272 - net_E: 77.652 (93.824) 2024-10-16 02:54:53,400 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.704 (epoch: 115)] 2024-10-16 02:54:53,400 - ==> Total time: 11:41:34 Eta: 3 days, 2:55:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 02:55:02,290 - Train: 13.50% [168900/1251000] [135.0/1000.0] [batch_t 0.234 (0.365)] [data_t 0.009] [optim_t 0.225] [lr 0.002868] [CE 4.431 (4.284)] [KD 4.028 (4.054)] 2024-10-16 02:55:14,222 - Train: 13.51% [168950/1251000] [135.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002868] [CE 4.562 (4.418)] [KD 4.143 (4.111)] 2024-10-16 02:55:26,525 - Train: 13.51% [169000/1251000] [135.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002868] [CE 4.363 (4.439)] [KD 3.928 (4.104)] 2024-10-16 02:55:38,282 - Train: 13.51% [169050/1251000] [135.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002868] [CE 4.129 (4.361)] [KD 4.113 (4.070)] 2024-10-16 02:55:50,234 - Train: 13.52% [169100/1251000] [135.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002868] [CE 3.972 (4.467)] [KD 3.933 (4.196)] 2024-10-16 02:56:02,442 - Train: 13.52% [169150/1251000] [135.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002868] [CE 3.963 (4.401)] [KD 3.800 (4.082)] 2024-10-16 02:56:14,443 - Train: 13.53% [169200/1251000] [135.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002868] [CE 4.274 (4.386)] [KD 4.306 (4.082)] 2024-10-16 02:56:26,446 - Train: 13.53% [169250/1251000] [135.3/1000.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.002868] [CE 4.459 (4.487)] [KD 3.832 (4.204)] 2024-10-16 02:56:38,863 - Train: 13.53% [169300/1251000] [135.3/1000.0] [batch_t 0.311 (0.248)] [data_t 0.009] [optim_t 0.303] [lr 0.002868] [CE 4.262 (4.447)] [KD 4.115 (4.153)] 2024-10-16 02:56:50,756 - Train: 13.54% [169350/1251000] [135.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002868] [CE 4.704 (4.412)] [KD 4.244 (4.177)] 2024-10-16 02:57:02,806 - Train: 13.54% [169400/1251000] [135.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002868] [CE 4.747 (4.363)] [KD 4.144 (4.141)] 2024-10-16 02:57:15,086 - Train: 13.55% [169450/1251000] [135.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002868] [CE 4.459 (4.402)] [KD 4.101 (4.169)] 2024-10-16 02:57:27,218 - Train: 13.55% [169500/1251000] [135.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002867] [CE 4.391 (4.384)] [KD 4.143 (4.150)] 2024-10-16 02:57:39,164 - Train: 13.55% [169550/1251000] [135.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002867] [CE 4.374 (4.409)] [KD 3.903 (4.070)] 2024-10-16 02:57:51,401 - Train: 13.56% [169600/1251000] [135.6/1000.0] [batch_t 0.327 (0.245)] [data_t 0.009] [optim_t 0.318] [lr 0.002867] [CE 4.349 (4.444)] [KD 4.356 (4.166)] 2024-10-16 02:58:03,470 - Train: 13.56% [169650/1251000] [135.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002867] [CE 4.907 (4.451)] [KD 4.196 (4.177)] 2024-10-16 02:58:15,493 - Train: 13.57% [169700/1251000] [135.7/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002867] [CE 4.090 (4.440)] [KD 3.920 (4.126)] 2024-10-16 02:58:27,401 - Train: 13.57% [169750/1251000] [135.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002867] [CE 4.369 (4.414)] [KD 4.137 (4.110)] 2024-10-16 02:58:39,520 - Train: 13.57% [169800/1251000] [135.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002867] [CE 4.641 (4.447)] [KD 4.419 (4.200)] 2024-10-16 02:58:51,523 - Train: 13.58% [169850/1251000] [135.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002867] [CE 4.616 (4.407)] [KD 4.129 (4.173)] 2024-10-16 02:59:03,879 - Train: 13.58% [169900/1251000] [135.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002867] [CE 3.947 (4.284)] [KD 3.825 (4.165)] 2024-10-16 02:59:15,900 - Train: 13.59% [169950/1251000] [135.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002867] [CE 4.337 (4.380)] [KD 4.179 (4.142)] 2024-10-16 02:59:27,876 - Train: 13.59% [170000/1251000] [135.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002867] [CE 4.309 (4.346)] [KD 4.196 (4.162)] 2024-10-16 02:59:40,108 - Train: 13.59% [170050/1251000] [135.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002867] [CE 4.025 (4.352)] [KD 4.211 (4.181)] 2024-10-16 02:59:52,544 - Train: 13.60% [170100/1251000] [136.0/1000.0] [batch_t 0.372 (0.249)] [data_t 0.009] [optim_t 0.363] [lr 0.002867] [CE 4.727 (4.343)] [KD 4.000 (4.101)] 2024-10-16 03:00:00,960 - ==> Total time: 11:46:41 Eta: 3 days, 2:49:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:00:08,446 - Train: 13.60% [170150/1251000] [136.0/1000.0] [batch_t 0.231 (0.444)] [data_t 0.009] [optim_t 0.222] [lr 0.002866] [CE 4.612 (4.612)] [KD 4.117 (4.113)] 2024-10-16 03:00:20,194 - Train: 13.61% [170200/1251000] [136.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002866] [CE 4.808 (4.440)] [KD 4.259 (4.126)] 2024-10-16 03:00:32,601 - Train: 13.61% [170250/1251000] [136.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002866] [CE 4.458 (4.429)] [KD 4.200 (4.105)] 2024-10-16 03:00:44,794 - Train: 13.61% [170300/1251000] [136.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002866] [CE 4.934 (4.406)] [KD 4.451 (4.136)] 2024-10-16 03:00:56,726 - Train: 13.62% [170350/1251000] [136.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002866] [CE 3.980 (4.425)] [KD 3.713 (4.147)] 2024-10-16 03:01:08,860 - Train: 13.62% [170400/1251000] [136.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002866] [CE 4.417 (4.452)] [KD 4.045 (4.122)] 2024-10-16 03:01:20,998 - Train: 13.63% [170450/1251000] [136.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002866] [CE 4.079 (4.354)] [KD 3.982 (4.107)] 2024-10-16 03:01:33,112 - Train: 13.63% [170500/1251000] [136.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002866] [CE 4.374 (4.444)] [KD 4.064 (4.095)] 2024-10-16 03:01:45,228 - Train: 13.63% [170550/1251000] [136.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002866] [CE 3.945 (4.366)] [KD 4.121 (4.129)] 2024-10-16 03:01:57,091 - Train: 13.64% [170600/1251000] [136.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002866] [CE 4.901 (4.379)] [KD 4.429 (4.143)] 2024-10-16 03:02:09,042 - Train: 13.64% [170650/1251000] [136.4/1000.0] [batch_t 0.429 (0.239)] [data_t 0.009] [optim_t 0.420] [lr 0.002866] [CE 4.360 (4.394)] [KD 4.237 (4.130)] 2024-10-16 03:02:21,445 - Train: 13.65% [170700/1251000] [136.5/1000.0] [batch_t 0.299 (0.248)] [data_t 0.009] [optim_t 0.290] [lr 0.002866] [CE 4.646 (4.457)] [KD 4.224 (4.192)] 2024-10-16 03:02:33,527 - Train: 13.65% [170750/1251000] [136.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002866] [CE 4.338 (4.417)] [KD 3.885 (4.143)] 2024-10-16 03:02:45,351 - Train: 13.65% [170800/1251000] [136.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002865] [CE 4.254 (4.353)] [KD 4.285 (4.121)] 2024-10-16 03:02:57,225 - Train: 13.66% [170850/1251000] [136.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002865] [CE 3.899 (4.399)] [KD 3.809 (4.179)] 2024-10-16 03:03:09,586 - Train: 13.66% [170900/1251000] [136.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002865] [CE 4.531 (4.463)] [KD 4.268 (4.186)] 2024-10-16 03:03:21,499 - Train: 13.67% [170950/1251000] [136.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002865] [CE 4.409 (4.400)] [KD 4.117 (4.219)] 2024-10-16 03:03:33,439 - Train: 13.67% [171000/1251000] [136.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002865] [CE 4.849 (4.379)] [KD 4.139 (4.164)] 2024-10-16 03:03:45,526 - Train: 13.67% [171050/1251000] [136.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002865] [CE 4.275 (4.424)] [KD 3.992 (4.157)] 2024-10-16 03:03:57,963 - Train: 13.68% [171100/1251000] [136.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002865] [CE 4.256 (4.413)] [KD 3.907 (4.142)] 2024-10-16 03:04:10,010 - Train: 13.68% [171150/1251000] [136.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002865] [CE 4.346 (4.387)] [KD 4.021 (4.200)] 2024-10-16 03:04:21,874 - Train: 13.69% [171200/1251000] [136.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002865] [CE 4.476 (4.420)] [KD 4.398 (4.189)] 2024-10-16 03:04:33,629 - Train: 13.69% [171250/1251000] [136.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002865] [CE 4.421 (4.474)] [KD 4.089 (4.230)] 2024-10-16 03:04:45,870 - Train: 13.69% [171300/1251000] [136.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002865] [CE 3.279 (4.356)] [KD 3.678 (4.122)] 2024-10-16 03:04:58,112 - Train: 13.70% [171350/1251000] [137.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002865] [CE 4.614 (4.444)] [KD 4.465 (4.224)] 2024-10-16 03:05:07,004 - ==> Total time: 11:51:47 Eta: 3 days, 2:43:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:05:13,884 - Train: 13.70% [171400/1251000] [137.0/1000.0] [batch_t 0.232 (0.438)] [data_t 0.009] [optim_t 0.223] [lr 0.002865] [CE 4.165 (4.360)] [KD 3.855 (4.059)] 2024-10-16 03:05:25,614 - Train: 13.71% [171450/1251000] [137.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002864] [CE 4.455 (4.415)] [KD 4.156 (4.001)] 2024-10-16 03:05:37,933 - Train: 13.71% [171500/1251000] [137.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002864] [CE 4.421 (4.383)] [KD 4.139 (4.184)] 2024-10-16 03:05:50,056 - Train: 13.71% [171550/1251000] [137.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002864] [CE 4.404 (4.431)] [KD 4.181 (4.165)] 2024-10-16 03:06:01,728 - Train: 13.72% [171600/1251000] [137.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002864] [CE 4.380 (4.457)] [KD 4.254 (4.109)] 2024-10-16 03:06:13,793 - Train: 13.72% [171650/1251000] [137.2/1000.0] [batch_t 0.251 (0.241)] [data_t 0.028] [optim_t 0.223] [lr 0.002864] [CE 4.091 (4.437)] [KD 4.140 (4.116)] 2024-10-16 03:06:26,139 - Train: 13.73% [171700/1251000] [137.3/1000.0] [batch_t 0.240 (0.247)] [data_t 0.015] [optim_t 0.225] [lr 0.002864] [CE 4.795 (4.417)] [KD 3.872 (4.098)] 2024-10-16 03:06:38,700 - Train: 13.73% [171750/1251000] [137.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002864] [CE 4.489 (4.404)] [KD 4.281 (4.160)] 2024-10-16 03:06:50,942 - Train: 13.73% [171800/1251000] [137.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002864] [CE 3.698 (4.379)] [KD 3.855 (4.147)] 2024-10-16 03:07:03,059 - Train: 13.74% [171850/1251000] [137.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002864] [CE 4.584 (4.424)] [KD 4.461 (4.182)] 2024-10-16 03:07:15,154 - Train: 13.74% [171900/1251000] [137.4/1000.0] [batch_t 0.264 (0.242)] [data_t 0.039] [optim_t 0.224] [lr 0.002864] [CE 4.678 (4.369)] [KD 4.293 (4.136)] 2024-10-16 03:07:27,207 - Train: 13.75% [171950/1251000] [137.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.020] [optim_t 0.222] [lr 0.002864] [CE 4.464 (4.462)] [KD 4.154 (4.222)] 2024-10-16 03:07:39,659 - Train: 13.75% [172000/1251000] [137.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002864] [CE 4.770 (4.422)] [KD 4.128 (4.084)] 2024-10-16 03:07:51,752 - Train: 13.75% [172050/1251000] [137.5/1000.0] [batch_t 0.270 (0.242)] [data_t 0.046] [optim_t 0.223] [lr 0.002864] [CE 4.579 (4.399)] [KD 4.334 (4.159)] 2024-10-16 03:08:04,062 - Train: 13.76% [172100/1251000] [137.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002863] [CE 4.164 (4.430)] [KD 3.960 (4.155)] 2024-10-16 03:08:16,140 - Train: 13.76% [172150/1251000] [137.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002863] [CE 4.561 (4.411)] [KD 4.126 (4.178)] 2024-10-16 03:08:28,265 - Train: 13.76% [172200/1251000] [137.6/1000.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002863] [CE 4.431 (4.409)] [KD 4.332 (4.124)] 2024-10-16 03:08:40,334 - Train: 13.77% [172250/1251000] [137.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.012] [optim_t 0.223] [lr 0.002863] [CE 4.564 (4.390)] [KD 4.198 (4.146)] 2024-10-16 03:08:52,308 - Train: 13.77% [172300/1251000] [137.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002863] [CE 3.395 (4.351)] [KD 3.881 (4.111)] 2024-10-16 03:09:04,366 - Train: 13.78% [172350/1251000] [137.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002863] [CE 4.451 (4.295)] [KD 4.172 (4.079)] 2024-10-16 03:09:16,527 - Train: 13.78% [172400/1251000] [137.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002863] [CE 4.785 (4.417)] [KD 4.363 (4.175)] 2024-10-16 03:09:28,387 - Train: 13.78% [172450/1251000] [137.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002863] [CE 4.428 (4.491)] [KD 4.187 (4.168)] 2024-10-16 03:09:41,151 - Train: 13.79% [172500/1251000] [137.9/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.002863] [CE 3.966 (4.427)] [KD 4.262 (4.183)] 2024-10-16 03:09:53,245 - Train: 13.79% [172550/1251000] [137.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002863] [CE 4.532 (4.371)] [KD 4.069 (4.187)] 2024-10-16 03:10:05,080 - Train: 13.80% [172600/1251000] [138.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002863] [CE 4.307 (4.435)] [KD 4.039 (4.127)] 2024-10-16 03:10:14,124 - ==> Total time: 11:56:54 Eta: 3 days, 2:38:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:10:21,160 - Train: 13.80% [172650/1251000] [138.0/1000.0] [batch_t 0.239 (0.491)] [data_t 0.009] [optim_t 0.230] [lr 0.002863] [CE 4.514 (4.389)] [KD 4.072 (4.041)] 2024-10-16 03:10:33,521 - Train: 13.80% [172700/1251000] [138.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002863] [CE 4.298 (4.387)] [KD 3.758 (4.059)] 2024-10-16 03:10:45,550 - Train: 13.81% [172750/1251000] [138.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002862] [CE 4.117 (4.446)] [KD 3.922 (4.097)] 2024-10-16 03:10:57,557 - Train: 13.81% [172800/1251000] [138.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002862] [CE 3.980 (4.437)] [KD 3.841 (4.113)] 2024-10-16 03:11:09,648 - Train: 13.82% [172850/1251000] [138.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002862] [CE 4.277 (4.319)] [KD 4.289 (4.095)] 2024-10-16 03:11:21,406 - Train: 13.82% [172900/1251000] [138.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002862] [CE 4.589 (4.398)] [KD 4.206 (4.054)] 2024-10-16 03:11:33,365 - Train: 13.82% [172950/1251000] [138.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002862] [CE 4.319 (4.409)] [KD 3.975 (4.111)] 2024-10-16 03:11:45,664 - Train: 13.83% [173000/1251000] [138.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002862] [CE 4.196 (4.362)] [KD 4.115 (4.046)] 2024-10-16 03:11:57,716 - Train: 13.83% [173050/1251000] [138.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002862] [CE 4.565 (4.330)] [KD 4.415 (4.030)] 2024-10-16 03:12:09,478 - Train: 13.84% [173100/1251000] [138.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002862] [CE 4.835 (4.394)] [KD 4.213 (4.167)] 2024-10-16 03:12:21,496 - Train: 13.84% [173150/1251000] [138.4/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002862] [CE 4.256 (4.341)] [KD 4.077 (4.110)] 2024-10-16 03:12:33,204 - Train: 13.84% [173200/1251000] [138.4/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002862] [CE 4.217 (4.396)] [KD 4.322 (4.162)] 2024-10-16 03:12:45,274 - Train: 13.85% [173250/1251000] [138.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002862] [CE 3.731 (4.377)] [KD 3.924 (4.174)] 2024-10-16 03:12:57,498 - Train: 13.85% [173300/1251000] [138.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002862] [CE 4.541 (4.437)] [KD 3.978 (4.173)] 2024-10-16 03:13:09,514 - Train: 13.86% [173350/1251000] [138.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002861] [CE 3.684 (4.399)] [KD 3.775 (4.187)] 2024-10-16 03:13:21,247 - Train: 13.86% [173400/1251000] [138.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002861] [CE 4.284 (4.389)] [KD 4.030 (4.179)] 2024-10-16 03:13:33,389 - Train: 13.86% [173450/1251000] [138.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002861] [CE 4.409 (4.382)] [KD 4.040 (4.160)] 2024-10-16 03:13:45,209 - Train: 13.87% [173500/1251000] [138.7/1000.0] [batch_t 0.258 (0.236)] [data_t 0.009] [optim_t 0.250] [lr 0.002861] [CE 4.527 (4.359)] [KD 4.115 (4.124)] 2024-10-16 03:13:57,324 - Train: 13.87% [173550/1251000] [138.7/1000.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.002861] [CE 4.025 (4.431)] [KD 4.170 (4.141)] 2024-10-16 03:14:09,611 - Train: 13.88% [173600/1251000] [138.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002861] [CE 4.210 (4.406)] [KD 4.059 (4.171)] 2024-10-16 03:14:22,124 - Train: 13.88% [173650/1251000] [138.8/1000.0] [batch_t 0.377 (0.250)] [data_t 0.009] [optim_t 0.368] [lr 0.002861] [CE 4.356 (4.367)] [KD 4.378 (4.108)] 2024-10-16 03:14:34,063 - Train: 13.88% [173700/1251000] [138.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002861] [CE 5.029 (4.415)] [KD 4.508 (4.138)] 2024-10-16 03:14:46,322 - Train: 13.89% [173750/1251000] [138.9/1000.0] [batch_t 0.269 (0.245)] [data_t 0.009] [optim_t 0.260] [lr 0.002861] [CE 4.127 (4.417)] [KD 4.001 (4.136)] 2024-10-16 03:14:58,500 - Train: 13.89% [173800/1251000] [138.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002861] [CE 4.070 (4.373)] [KD 4.162 (4.182)] 2024-10-16 03:15:10,941 - Train: 13.90% [173850/1251000] [139.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002861] [CE 4.569 (4.406)] [KD 4.136 (4.246)] 2024-10-16 03:15:20,371 - ==> Total time: 12:02:00 Eta: 3 days, 2:32:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:15:27,026 - Train: 13.90% [173900/1251000] [139.0/1000.0] [batch_t 0.238 (0.481)] [data_t 0.009] [optim_t 0.229] [lr 0.002861] [CE 4.158 (4.530)] [KD 3.977 (4.144)] 2024-10-16 03:15:39,389 - Train: 13.90% [173950/1251000] [139.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002861] [CE 4.700 (4.408)] [KD 4.327 (4.083)] 2024-10-16 03:15:51,417 - Train: 13.91% [174000/1251000] [139.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.791 (4.386)] [KD 4.277 (4.097)] 2024-10-16 03:16:03,435 - Train: 13.91% [174050/1251000] [139.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.536 (4.429)] [KD 4.169 (4.187)] 2024-10-16 03:16:15,643 - Train: 13.92% [174100/1251000] [139.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002860] [CE 4.635 (4.403)] [KD 4.310 (4.150)] 2024-10-16 03:16:27,694 - Train: 13.92% [174150/1251000] [139.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.580 (4.337)] [KD 4.103 (4.092)] 2024-10-16 03:16:39,664 - Train: 13.92% [174200/1251000] [139.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.296 (4.357)] [KD 3.821 (4.120)] 2024-10-16 03:16:51,847 - Train: 13.93% [174250/1251000] [139.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.124 (4.409)] [KD 4.085 (4.124)] 2024-10-16 03:17:03,719 - Train: 13.93% [174300/1251000] [139.3/1000.0] [batch_t 0.304 (0.237)] [data_t 0.009] [optim_t 0.295] [lr 0.002860] [CE 4.147 (4.430)] [KD 4.109 (4.173)] 2024-10-16 03:17:15,477 - Train: 13.94% [174350/1251000] [139.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002860] [CE 3.921 (4.423)] [KD 3.822 (4.210)] 2024-10-16 03:17:28,033 - Train: 13.94% [174400/1251000] [139.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002860] [CE 4.543 (4.349)] [KD 3.996 (4.100)] 2024-10-16 03:17:40,066 - Train: 13.94% [174450/1251000] [139.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002860] [CE 4.553 (4.351)] [KD 4.492 (4.136)] 2024-10-16 03:17:52,122 - Train: 13.95% [174500/1251000] [139.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 3.884 (4.377)] [KD 4.000 (4.162)] 2024-10-16 03:18:04,303 - Train: 13.95% [174550/1251000] [139.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002860] [CE 4.602 (4.352)] [KD 4.231 (4.134)] 2024-10-16 03:18:16,165 - Train: 13.96% [174600/1251000] [139.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002860] [CE 4.597 (4.314)] [KD 4.293 (4.086)] 2024-10-16 03:18:28,470 - Train: 13.96% [174650/1251000] [139.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002859] [CE 4.784 (4.435)] [KD 4.179 (4.096)] 2024-10-16 03:18:40,374 - Train: 13.96% [174700/1251000] [139.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002859] [CE 4.506 (4.385)] [KD 4.127 (4.107)] 2024-10-16 03:18:52,259 - Train: 13.97% [174750/1251000] [139.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002859] [CE 4.314 (4.482)] [KD 4.014 (4.131)] 2024-10-16 03:19:04,225 - Train: 13.97% [174800/1251000] [139.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002859] [CE 4.303 (4.470)] [KD 4.049 (4.172)] 2024-10-16 03:19:16,457 - Train: 13.98% [174850/1251000] [139.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002859] [CE 4.155 (4.374)] [KD 4.190 (4.177)] 2024-10-16 03:19:28,382 - Train: 13.98% [174900/1251000] [139.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002859] [CE 4.320 (4.447)] [KD 3.962 (4.203)] 2024-10-16 03:19:40,399 - Train: 13.98% [174950/1251000] [139.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002859] [CE 4.465 (4.410)] [KD 4.101 (4.132)] 2024-10-16 03:19:52,310 - Train: 13.99% [175000/1251000] [139.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002859] [CE 4.279 (4.383)] [KD 4.118 (4.054)] 2024-10-16 03:20:04,410 - Train: 13.99% [175050/1251000] [139.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002859] [CE 4.383 (4.375)] [KD 4.243 (4.154)] 2024-10-16 03:20:16,256 - Train: 14.00% [175100/1251000] [140.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002859] [CE 4.252 (4.414)] [KD 3.890 (4.199)] 2024-10-16 03:20:38,719 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.255)] [top1_cnt 36063] [top5_cnt 45604] [top_all 50000] 2024-10-16 03:20:38,720 - net: 72.126 (91.208) 2024-10-16 03:20:51,510 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.249)] [top1_cnt 38854] [top5_cnt 46956] [top_all 50000] 2024-10-16 03:20:51,510 - net_E: 77.708 (93.912) 2024-10-16 03:20:51,664 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.708 (epoch: 140)] 2024-10-16 03:20:51,664 - ==> Total time: 12:07:32 Eta: 3 days, 2:29:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:20:59,296 - Train: 14.00% [175150/1251000] [140.0/1000.0] [batch_t 0.234 (0.326)] [data_t 0.009] [optim_t 0.225] [lr 0.002859] [CE 3.906 (4.258)] [KD 3.974 (4.067)] 2024-10-16 03:21:11,679 - Train: 14.00% [175200/1251000] [140.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002859] [CE 3.814 (4.425)] [KD 3.948 (4.041)] 2024-10-16 03:21:23,744 - Train: 14.01% [175250/1251000] [140.1/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002858] [CE 4.324 (4.332)] [KD 3.915 (4.043)] 2024-10-16 03:21:35,462 - Train: 14.01% [175300/1251000] [140.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002858] [CE 4.321 (4.338)] [KD 3.951 (4.023)] 2024-10-16 03:21:47,575 - Train: 14.02% [175350/1251000] [140.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002858] [CE 4.644 (4.324)] [KD 4.302 (4.047)] 2024-10-16 03:21:59,705 - Train: 14.02% [175400/1251000] [140.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002858] [CE 4.136 (4.449)] [KD 4.216 (4.149)] 2024-10-16 03:22:11,493 - Train: 14.02% [175450/1251000] [140.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002858] [CE 4.238 (4.379)] [KD 4.072 (4.140)] 2024-10-16 03:22:23,616 - Train: 14.03% [175500/1251000] [140.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002858] [CE 4.590 (4.443)] [KD 4.401 (4.150)] 2024-10-16 03:22:35,563 - Train: 14.03% [175550/1251000] [140.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002858] [CE 4.696 (4.411)] [KD 4.456 (4.128)] 2024-10-16 03:22:47,442 - Train: 14.04% [175600/1251000] [140.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002858] [CE 4.296 (4.393)] [KD 4.083 (4.073)] 2024-10-16 03:22:59,175 - Train: 14.04% [175650/1251000] [140.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002858] [CE 4.886 (4.472)] [KD 4.226 (4.123)] 2024-10-16 03:23:11,450 - Train: 14.04% [175700/1251000] [140.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002858] [CE 4.903 (4.355)] [KD 4.577 (4.116)] 2024-10-16 03:23:23,166 - Train: 14.05% [175750/1251000] [140.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002858] [CE 4.344 (4.360)] [KD 4.049 (4.130)] 2024-10-16 03:23:35,317 - Train: 14.05% [175800/1251000] [140.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002858] [CE 3.936 (4.335)] [KD 4.257 (4.078)] 2024-10-16 03:23:47,263 - Train: 14.06% [175850/1251000] [140.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002858] [CE 4.497 (4.355)] [KD 3.934 (4.129)] 2024-10-16 03:23:58,959 - Train: 14.06% [175900/1251000] [140.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002857] [CE 4.403 (4.380)] [KD 4.131 (4.130)] 2024-10-16 03:24:10,679 - Train: 14.06% [175950/1251000] [140.6/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002857] [CE 4.552 (4.403)] [KD 4.233 (4.203)] 2024-10-16 03:24:23,073 - Train: 14.07% [176000/1251000] [140.7/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002857] [CE 4.481 (4.429)] [KD 4.458 (4.175)] 2024-10-16 03:24:34,850 - Train: 14.07% [176050/1251000] [140.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002857] [CE 4.624 (4.402)] [KD 4.088 (4.093)] 2024-10-16 03:24:46,868 - Train: 14.08% [176100/1251000] [140.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002857] [CE 4.100 (4.439)] [KD 4.138 (4.236)] 2024-10-16 03:24:58,884 - Train: 14.08% [176150/1251000] [140.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002857] [CE 4.378 (4.447)] [KD 4.183 (4.200)] 2024-10-16 03:25:10,844 - Train: 14.08% [176200/1251000] [140.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002857] [CE 4.895 (4.415)] [KD 4.322 (4.168)] 2024-10-16 03:25:22,687 - Train: 14.09% [176250/1251000] [140.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002857] [CE 4.488 (4.377)] [KD 4.568 (4.173)] 2024-10-16 03:25:34,871 - Train: 14.09% [176300/1251000] [140.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002857] [CE 4.200 (4.395)] [KD 3.810 (4.145)] 2024-10-16 03:25:46,923 - Train: 14.10% [176350/1251000] [141.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002857] [CE 4.248 (4.385)] [KD 3.990 (4.204)] 2024-10-16 03:25:57,012 - ==> Total time: 12:12:37 Eta: 3 days, 2:23:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:26:03,072 - Train: 14.10% [176400/1251000] [141.0/1000.0] [batch_t 0.234 (0.528)] [data_t 0.009] [optim_t 0.225] [lr 0.002857] [CE 3.992 (4.281)] [KD 3.912 (4.032)] 2024-10-16 03:26:15,267 - Train: 14.10% [176450/1251000] [141.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002857] [CE 4.662 (4.369)] [KD 4.138 (4.121)] 2024-10-16 03:26:27,367 - Train: 14.11% [176500/1251000] [141.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002857] [CE 4.206 (4.429)] [KD 3.761 (4.068)] 2024-10-16 03:26:39,262 - Train: 14.11% [176550/1251000] [141.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002856] [CE 4.448 (4.342)] [KD 4.282 (4.059)] 2024-10-16 03:26:51,074 - Train: 14.12% [176600/1251000] [141.2/1000.0] [batch_t 0.260 (0.236)] [data_t 0.009] [optim_t 0.251] [lr 0.002856] [CE 4.133 (4.370)] [KD 4.158 (4.131)] 2024-10-16 03:27:03,661 - Train: 14.12% [176650/1251000] [141.2/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002856] [CE 4.168 (4.346)] [KD 4.121 (4.095)] 2024-10-16 03:27:16,013 - Train: 14.12% [176700/1251000] [141.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002856] [CE 5.015 (4.408)] [KD 4.261 (4.071)] 2024-10-16 03:27:27,904 - Train: 14.13% [176750/1251000] [141.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002856] [CE 4.154 (4.431)] [KD 4.043 (4.110)] 2024-10-16 03:27:39,750 - Train: 14.13% [176800/1251000] [141.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002856] [CE 4.766 (4.444)] [KD 3.962 (4.108)] 2024-10-16 03:27:51,688 - Train: 14.14% [176850/1251000] [141.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002856] [CE 4.979 (4.337)] [KD 4.817 (4.084)] 2024-10-16 03:28:03,528 - Train: 14.14% [176900/1251000] [141.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002856] [CE 4.012 (4.472)] [KD 3.912 (4.155)] 2024-10-16 03:28:15,446 - Train: 14.14% [176950/1251000] [141.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002856] [CE 4.806 (4.462)] [KD 4.577 (4.175)] 2024-10-16 03:28:27,228 - Train: 14.15% [177000/1251000] [141.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002856] [CE 4.577 (4.410)] [KD 4.140 (4.198)] 2024-10-16 03:28:39,530 - Train: 14.15% [177050/1251000] [141.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002856] [CE 4.474 (4.409)] [KD 4.429 (4.155)] 2024-10-16 03:28:51,506 - Train: 14.16% [177100/1251000] [141.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002856] [CE 4.659 (4.464)] [KD 4.112 (4.133)] 2024-10-16 03:29:03,247 - Train: 14.16% [177150/1251000] [141.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002855] [CE 4.129 (4.436)] [KD 4.154 (4.187)] 2024-10-16 03:29:15,445 - Train: 14.16% [177200/1251000] [141.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002855] [CE 4.443 (4.349)] [KD 4.285 (4.116)] 2024-10-16 03:29:27,641 - Train: 14.17% [177250/1251000] [141.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002855] [CE 4.435 (4.454)] [KD 4.299 (4.172)] 2024-10-16 03:29:39,801 - Train: 14.17% [177300/1251000] [141.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002855] [CE 3.867 (4.450)] [KD 3.767 (4.144)] 2024-10-16 03:29:51,858 - Train: 14.18% [177350/1251000] [141.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002855] [CE 4.598 (4.432)] [KD 4.072 (4.166)] 2024-10-16 03:30:03,715 - Train: 14.18% [177400/1251000] [141.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002855] [CE 4.391 (4.367)] [KD 4.044 (4.142)] 2024-10-16 03:30:16,048 - Train: 14.18% [177450/1251000] [141.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002855] [CE 4.683 (4.411)] [KD 4.185 (4.165)] 2024-10-16 03:30:27,979 - Train: 14.19% [177500/1251000] [141.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002855] [CE 4.101 (4.301)] [KD 3.752 (4.008)] 2024-10-16 03:30:39,842 - Train: 14.19% [177550/1251000] [141.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002855] [CE 4.310 (4.420)] [KD 4.033 (4.159)] 2024-10-16 03:30:51,891 - Train: 14.20% [177600/1251000] [142.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002855] [CE 3.877 (4.395)] [KD 3.777 (4.087)] 2024-10-16 03:31:01,760 - ==> Total time: 12:17:42 Eta: 3 days, 2:17:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:31:08,154 - Train: 14.20% [177650/1251000] [142.0/1000.0] [batch_t 0.408 (0.643)] [data_t 0.009] [optim_t 0.399] [lr 0.002855] [CE 4.183 (4.422)] [KD 4.087 (4.149)] 2024-10-16 03:31:20,262 - Train: 14.20% [177700/1251000] [142.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002855] [CE 4.620 (4.381)] [KD 4.087 (4.056)] 2024-10-16 03:31:32,190 - Train: 14.21% [177750/1251000] [142.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002854] [CE 4.953 (4.385)] [KD 4.217 (4.142)] 2024-10-16 03:31:44,307 - Train: 14.21% [177800/1251000] [142.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002854] [CE 4.822 (4.330)] [KD 4.345 (4.076)] 2024-10-16 03:31:56,368 - Train: 14.22% [177850/1251000] [142.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002854] [CE 4.552 (4.369)] [KD 3.847 (4.043)] 2024-10-16 03:32:08,735 - Train: 14.22% [177900/1251000] [142.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002854] [CE 4.453 (4.397)] [KD 3.898 (4.098)] 2024-10-16 03:32:21,215 - Train: 14.22% [177950/1251000] [142.2/1000.0] [batch_t 0.274 (0.250)] [data_t 0.009] [optim_t 0.265] [lr 0.002854] [CE 4.047 (4.377)] [KD 3.786 (4.075)] 2024-10-16 03:32:33,954 - Train: 14.23% [178000/1251000] [142.3/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.002854] [CE 4.886 (4.436)] [KD 4.405 (4.061)] 2024-10-16 03:32:46,489 - Train: 14.23% [178050/1251000] [142.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002854] [CE 4.591 (4.349)] [KD 4.189 (4.118)] 2024-10-16 03:32:58,747 - Train: 14.24% [178100/1251000] [142.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002854] [CE 4.621 (4.437)] [KD 4.593 (4.190)] 2024-10-16 03:33:10,974 - Train: 14.24% [178150/1251000] [142.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002854] [CE 3.858 (4.347)] [KD 3.968 (4.026)] 2024-10-16 03:33:23,443 - Train: 14.24% [178200/1251000] [142.4/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.002854] [CE 4.790 (4.412)] [KD 4.394 (4.115)] 2024-10-16 03:33:35,637 - Train: 14.25% [178250/1251000] [142.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002854] [CE 4.945 (4.470)] [KD 4.371 (4.164)] 2024-10-16 03:33:47,744 - Train: 14.25% [178300/1251000] [142.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002854] [CE 4.101 (4.408)] [KD 3.976 (4.112)] 2024-10-16 03:33:59,678 - Train: 14.26% [178350/1251000] [142.6/1000.0] [batch_t 0.267 (0.239)] [data_t 0.009] [optim_t 0.258] [lr 0.002854] [CE 4.514 (4.430)] [KD 4.137 (4.113)] 2024-10-16 03:34:12,040 - Train: 14.26% [178400/1251000] [142.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.010] [optim_t 0.223] [lr 0.002853] [CE 4.678 (4.432)] [KD 4.244 (4.130)] 2024-10-16 03:34:24,427 - Train: 14.26% [178450/1251000] [142.6/1000.0] [batch_t 0.275 (0.248)] [data_t 0.009] [optim_t 0.266] [lr 0.002853] [CE 4.433 (4.423)] [KD 3.808 (4.123)] 2024-10-16 03:34:36,897 - Train: 14.27% [178500/1251000] [142.7/1000.0] [batch_t 0.284 (0.249)] [data_t 0.009] [optim_t 0.275] [lr 0.002853] [CE 4.916 (4.364)] [KD 4.101 (4.124)] 2024-10-16 03:34:49,293 - Train: 14.27% [178550/1251000] [142.7/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.244] [lr 0.002853] [CE 4.235 (4.385)] [KD 4.252 (4.191)] 2024-10-16 03:35:01,881 - Train: 14.28% [178600/1251000] [142.8/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002853] [CE 4.228 (4.459)] [KD 4.187 (4.139)] 2024-10-16 03:35:14,054 - Train: 14.28% [178650/1251000] [142.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002853] [CE 4.764 (4.416)] [KD 4.562 (4.204)] 2024-10-16 03:35:26,760 - Train: 14.28% [178700/1251000] [142.8/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002853] [CE 3.936 (4.357)] [KD 3.763 (4.125)] 2024-10-16 03:35:39,339 - Train: 14.29% [178750/1251000] [142.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002853] [CE 4.301 (4.375)] [KD 4.257 (4.157)] 2024-10-16 03:35:51,920 - Train: 14.29% [178800/1251000] [142.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002853] [CE 4.260 (4.367)] [KD 3.979 (4.057)] 2024-10-16 03:36:04,315 - Train: 14.30% [178850/1251000] [143.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002853] [CE 4.569 (4.523)] [KD 4.388 (4.253)] 2024-10-16 03:36:15,043 - ==> Total time: 12:22:55 Eta: 3 days, 2:12:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:36:20,752 - Train: 14.30% [178900/1251000] [143.0/1000.0] [batch_t 0.239 (0.651)] [data_t 0.009] [optim_t 0.230] [lr 0.002853] [CE 4.919 (4.309)] [KD 4.235 (4.094)] 2024-10-16 03:36:32,715 - Train: 14.30% [178950/1251000] [143.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002853] [CE 4.373 (4.408)] [KD 4.209 (4.058)] 2024-10-16 03:36:44,760 - Train: 14.31% [179000/1251000] [143.1/1000.0] [batch_t 0.398 (0.241)] [data_t 0.009] [optim_t 0.389] [lr 0.002852] [CE 4.184 (4.356)] [KD 4.069 (4.089)] 2024-10-16 03:36:56,704 - Train: 14.31% [179050/1251000] [143.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002852] [CE 4.381 (4.443)] [KD 4.293 (4.198)] 2024-10-16 03:37:09,199 - Train: 14.32% [179100/1251000] [143.2/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002852] [CE 3.985 (4.442)] [KD 4.078 (4.142)] 2024-10-16 03:37:21,383 - Train: 14.32% [179150/1251000] [143.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002852] [CE 4.201 (4.372)] [KD 3.886 (4.132)] 2024-10-16 03:37:33,898 - Train: 14.32% [179200/1251000] [143.2/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002852] [CE 3.979 (4.353)] [KD 3.982 (4.064)] 2024-10-16 03:37:46,226 - Train: 14.33% [179250/1251000] [143.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002852] [CE 4.353 (4.364)] [KD 4.136 (4.123)] 2024-10-16 03:37:58,385 - Train: 14.33% [179300/1251000] [143.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002852] [CE 4.420 (4.412)] [KD 4.050 (4.097)] 2024-10-16 03:38:10,554 - Train: 14.34% [179350/1251000] [143.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002852] [CE 4.294 (4.409)] [KD 3.997 (4.119)] 2024-10-16 03:38:22,765 - Train: 14.34% [179400/1251000] [143.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002852] [CE 4.744 (4.409)] [KD 4.271 (4.113)] 2024-10-16 03:38:34,913 - Train: 14.34% [179450/1251000] [143.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002852] [CE 4.168 (4.463)] [KD 3.937 (4.141)] 2024-10-16 03:38:47,375 - Train: 14.35% [179500/1251000] [143.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002852] [CE 4.592 (4.343)] [KD 3.958 (4.067)] 2024-10-16 03:38:59,498 - Train: 14.35% [179550/1251000] [143.5/1000.0] [batch_t 0.308 (0.242)] [data_t 0.009] [optim_t 0.299] [lr 0.002852] [CE 4.182 (4.416)] [KD 3.692 (4.081)] 2024-10-16 03:39:11,481 - Train: 14.36% [179600/1251000] [143.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002852] [CE 4.626 (4.456)] [KD 4.306 (4.168)] 2024-10-16 03:39:23,781 - Train: 14.36% [179650/1251000] [143.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002851] [CE 4.258 (4.378)] [KD 4.084 (4.095)] 2024-10-16 03:39:36,050 - Train: 14.36% [179700/1251000] [143.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002851] [CE 4.376 (4.366)] [KD 4.215 (4.085)] 2024-10-16 03:39:48,046 - Train: 14.37% [179750/1251000] [143.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002851] [CE 3.957 (4.347)] [KD 3.977 (4.115)] 2024-10-16 03:40:00,152 - Train: 14.37% [179800/1251000] [143.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002851] [CE 4.518 (4.446)] [KD 4.294 (4.202)] 2024-10-16 03:40:12,431 - Train: 14.38% [179850/1251000] [143.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002851] [CE 4.936 (4.339)] [KD 4.248 (4.136)] 2024-10-16 03:40:24,504 - Train: 14.38% [179900/1251000] [143.8/1000.0] [batch_t 0.438 (0.241)] [data_t 0.009] [optim_t 0.430] [lr 0.002851] [CE 4.466 (4.474)] [KD 4.192 (4.095)] 2024-10-16 03:40:36,662 - Train: 14.38% [179950/1251000] [143.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002851] [CE 4.656 (4.326)] [KD 4.540 (4.069)] 2024-10-16 03:40:48,737 - Train: 14.39% [180000/1251000] [143.9/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002851] [CE 4.407 (4.413)] [KD 4.009 (4.131)] 2024-10-16 03:41:00,912 - Train: 14.39% [180050/1251000] [143.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002851] [CE 4.344 (4.383)] [KD 4.223 (4.112)] 2024-10-16 03:41:12,878 - Train: 14.40% [180100/1251000] [144.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002851] [CE 4.169 (4.416)] [KD 3.955 (4.111)] 2024-10-16 03:41:23,752 - ==> Total time: 12:28:04 Eta: 3 days, 2:06:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:41:28,717 - Train: 14.40% [180150/1251000] [144.0/1000.0] [batch_t 0.240 (0.624)] [data_t 0.009] [optim_t 0.231] [lr 0.002851] [CE 4.425 (4.613)] [KD 4.415 (4.301)] 2024-10-16 03:41:40,849 - Train: 14.40% [180200/1251000] [144.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002851] [CE 4.677 (4.423)] [KD 4.018 (4.130)] 2024-10-16 03:41:52,799 - Train: 14.41% [180250/1251000] [144.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002850] [CE 4.145 (4.391)] [KD 3.903 (4.079)] 2024-10-16 03:42:05,139 - Train: 14.41% [180300/1251000] [144.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002850] [CE 4.371 (4.416)] [KD 3.972 (4.073)] 2024-10-16 03:42:17,005 - Train: 14.42% [180350/1251000] [144.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002850] [CE 4.465 (4.375)] [KD 4.275 (4.074)] 2024-10-16 03:42:29,327 - Train: 14.42% [180400/1251000] [144.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002850] [CE 4.673 (4.428)] [KD 4.234 (4.093)] 2024-10-16 03:42:41,126 - Train: 14.42% [180450/1251000] [144.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002850] [CE 4.593 (4.364)] [KD 4.427 (4.149)] 2024-10-16 03:42:53,084 - Train: 14.43% [180500/1251000] [144.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002850] [CE 4.181 (4.406)] [KD 4.020 (4.151)] 2024-10-16 03:43:04,990 - Train: 14.43% [180550/1251000] [144.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002850] [CE 4.800 (4.374)] [KD 4.341 (4.146)] 2024-10-16 03:43:17,033 - Train: 14.44% [180600/1251000] [144.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002850] [CE 4.359 (4.419)] [KD 4.008 (4.141)] 2024-10-16 03:43:28,875 - Train: 14.44% [180650/1251000] [144.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002850] [CE 4.432 (4.407)] [KD 4.093 (4.092)] 2024-10-16 03:43:41,138 - Train: 14.44% [180700/1251000] [144.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002850] [CE 4.157 (4.380)] [KD 3.895 (4.057)] 2024-10-16 03:43:53,005 - Train: 14.45% [180750/1251000] [144.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002850] [CE 4.195 (4.394)] [KD 3.965 (4.106)] 2024-10-16 03:44:05,210 - Train: 14.45% [180800/1251000] [144.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002850] [CE 3.951 (4.375)] [KD 4.064 (4.046)] 2024-10-16 03:44:17,069 - Train: 14.46% [180850/1251000] [144.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002849] [CE 4.595 (4.402)] [KD 4.233 (4.124)] 2024-10-16 03:44:29,192 - Train: 14.46% [180900/1251000] [144.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002849] [CE 4.331 (4.348)] [KD 4.299 (4.078)] 2024-10-16 03:44:41,321 - Train: 14.46% [180950/1251000] [144.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002849] [CE 4.694 (4.414)] [KD 4.509 (4.177)] 2024-10-16 03:44:53,636 - Train: 14.47% [181000/1251000] [144.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002849] [CE 4.741 (4.489)] [KD 4.266 (4.166)] 2024-10-16 03:45:05,447 - Train: 14.47% [181050/1251000] [144.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002849] [CE 4.777 (4.349)] [KD 4.087 (4.127)] 2024-10-16 03:45:17,638 - Train: 14.48% [181100/1251000] [144.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002849] [CE 3.688 (4.380)] [KD 3.816 (4.138)] 2024-10-16 03:45:29,533 - Train: 14.48% [181150/1251000] [144.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002849] [CE 4.021 (4.416)] [KD 4.103 (4.186)] 2024-10-16 03:45:41,768 - Train: 14.48% [181200/1251000] [144.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002849] [CE 4.072 (4.414)] [KD 3.804 (4.125)] 2024-10-16 03:45:54,080 - Train: 14.49% [181250/1251000] [144.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002849] [CE 4.522 (4.404)] [KD 4.304 (4.106)] 2024-10-16 03:46:06,260 - Train: 14.49% [181300/1251000] [144.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002849] [CE 4.436 (4.368)] [KD 4.102 (4.113)] 2024-10-16 03:46:18,164 - Train: 14.50% [181350/1251000] [145.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002849] [CE 4.738 (4.429)] [KD 4.167 (4.145)] 2024-10-16 03:46:41,426 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 35924] [top5_cnt 45491] [top_all 50000] 2024-10-16 03:46:41,426 - net: 71.848 (90.982) 2024-10-16 03:46:53,806 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.240)] [top1_cnt 38875] [top5_cnt 46961] [top_all 50000] 2024-10-16 03:46:53,807 - net_E: 77.750 (93.922) 2024-10-16 03:46:53,954 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.750 (epoch: 145)] 2024-10-16 03:46:53,955 - ==> Total time: 12:33:34 Eta: 3 days, 2:03:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:47:00,100 - Train: 14.50% [181400/1251000] [145.0/1000.0] [batch_t 0.232 (0.456)] [data_t 0.009] [optim_t 0.222] [lr 0.002849] [CE 5.331 (4.467)] [KD 4.531 (4.111)] 2024-10-16 03:47:11,975 - Train: 14.50% [181450/1251000] [145.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002848] [CE 4.313 (4.304)] [KD 4.014 (4.025)] 2024-10-16 03:47:24,538 - Train: 14.51% [181500/1251000] [145.1/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.002848] [CE 3.925 (4.397)] [KD 3.844 (4.090)] 2024-10-16 03:47:36,400 - Train: 14.51% [181550/1251000] [145.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002848] [CE 4.451 (4.369)] [KD 4.122 (4.081)] 2024-10-16 03:47:48,239 - Train: 14.52% [181600/1251000] [145.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002848] [CE 4.050 (4.366)] [KD 3.773 (4.062)] 2024-10-16 03:48:00,351 - Train: 14.52% [181650/1251000] [145.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002848] [CE 4.233 (4.405)] [KD 4.364 (4.110)] 2024-10-16 03:48:12,808 - Train: 14.52% [181700/1251000] [145.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002848] [CE 4.340 (4.396)] [KD 3.906 (4.124)] 2024-10-16 03:48:24,589 - Train: 14.53% [181750/1251000] [145.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002848] [CE 4.960 (4.398)] [KD 4.111 (4.017)] 2024-10-16 03:48:36,694 - Train: 14.53% [181800/1251000] [145.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002848] [CE 4.590 (4.391)] [KD 4.304 (4.058)] 2024-10-16 03:48:48,607 - Train: 14.54% [181850/1251000] [145.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002848] [CE 4.373 (4.395)] [KD 4.121 (4.170)] 2024-10-16 03:49:00,733 - Train: 14.54% [181900/1251000] [145.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002848] [CE 4.180 (4.385)] [KD 4.135 (4.133)] 2024-10-16 03:49:12,837 - Train: 14.54% [181950/1251000] [145.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002848] [CE 4.556 (4.452)] [KD 4.048 (4.115)] 2024-10-16 03:49:25,016 - Train: 14.55% [182000/1251000] [145.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002848] [CE 4.685 (4.382)] [KD 4.198 (4.102)] 2024-10-16 03:49:36,811 - Train: 14.55% [182050/1251000] [145.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002847] [CE 4.523 (4.440)] [KD 4.203 (4.156)] 2024-10-16 03:49:49,189 - Train: 14.56% [182100/1251000] [145.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 3.956 (4.377)] [KD 3.874 (4.068)] 2024-10-16 03:50:01,026 - Train: 14.56% [182150/1251000] [145.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002847] [CE 3.580 (4.281)] [KD 3.703 (4.042)] 2024-10-16 03:50:12,879 - Train: 14.56% [182200/1251000] [145.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002847] [CE 4.277 (4.394)] [KD 3.881 (4.111)] 2024-10-16 03:50:24,893 - Train: 14.57% [182250/1251000] [145.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002847] [CE 4.440 (4.419)] [KD 4.199 (4.108)] 2024-10-16 03:50:37,324 - Train: 14.57% [182300/1251000] [145.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.002847] [CE 4.529 (4.400)] [KD 4.167 (4.189)] 2024-10-16 03:50:49,206 - Train: 14.58% [182350/1251000] [145.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002847] [CE 4.373 (4.468)] [KD 3.956 (4.199)] 2024-10-16 03:51:01,109 - Train: 14.58% [182400/1251000] [145.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 4.500 (4.372)] [KD 4.464 (4.140)] 2024-10-16 03:51:13,072 - Train: 14.58% [182450/1251000] [145.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 4.717 (4.389)] [KD 4.436 (4.167)] 2024-10-16 03:51:25,489 - Train: 14.59% [182500/1251000] [145.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 4.410 (4.407)] [KD 4.311 (4.227)] 2024-10-16 03:51:37,405 - Train: 14.59% [182550/1251000] [145.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002847] [CE 4.632 (4.481)] [KD 4.406 (4.251)] 2024-10-16 03:51:49,567 - Train: 14.60% [182600/1251000] [146.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002847] [CE 4.461 (4.370)] [KD 4.164 (4.172)] 2024-10-16 03:52:00,466 - ==> Total time: 12:38:41 Eta: 3 days, 1:57:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:52:05,190 - Train: 14.60% [182650/1251000] [146.0/1000.0] [batch_t 0.237 (0.818)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 4.634 (4.575)] [KD 4.125 (4.098)] 2024-10-16 03:52:17,145 - Train: 14.60% [182700/1251000] [146.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002846] [CE 4.907 (4.358)] [KD 4.641 (4.105)] 2024-10-16 03:52:29,269 - Train: 14.61% [182750/1251000] [146.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002846] [CE 3.875 (4.377)] [KD 3.795 (4.090)] 2024-10-16 03:52:41,145 - Train: 14.61% [182800/1251000] [146.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002846] [CE 4.341 (4.373)] [KD 3.977 (4.092)] 2024-10-16 03:52:53,079 - Train: 14.62% [182850/1251000] [146.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002846] [CE 4.201 (4.404)] [KD 4.009 (4.117)] 2024-10-16 03:53:05,281 - Train: 14.62% [182900/1251000] [146.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002846] [CE 4.323 (4.343)] [KD 3.945 (4.051)] 2024-10-16 03:53:17,402 - Train: 14.62% [182950/1251000] [146.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002846] [CE 4.690 (4.385)] [KD 4.317 (4.018)] 2024-10-16 03:53:29,492 - Train: 14.63% [183000/1251000] [146.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002846] [CE 4.264 (4.427)] [KD 4.076 (4.046)] 2024-10-16 03:53:41,404 - Train: 14.63% [183050/1251000] [146.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002846] [CE 3.876 (4.388)] [KD 3.854 (4.126)] 2024-10-16 03:53:53,286 - Train: 14.64% [183100/1251000] [146.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002846] [CE 4.758 (4.451)] [KD 4.373 (4.213)] 2024-10-16 03:54:05,400 - Train: 14.64% [183150/1251000] [146.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002846] [CE 4.783 (4.392)] [KD 4.403 (4.135)] 2024-10-16 03:54:17,487 - Train: 14.64% [183200/1251000] [146.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002846] [CE 4.383 (4.352)] [KD 4.223 (4.105)] 2024-10-16 03:54:29,646 - Train: 14.65% [183250/1251000] [146.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002846] [CE 3.915 (4.387)] [KD 3.748 (4.081)] 2024-10-16 03:54:41,742 - Train: 14.65% [183300/1251000] [146.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002845] [CE 3.942 (4.409)] [KD 3.920 (4.140)] 2024-10-16 03:54:53,833 - Train: 14.66% [183350/1251000] [146.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002845] [CE 5.037 (4.455)] [KD 4.561 (4.161)] 2024-10-16 03:55:05,703 - Train: 14.66% [183400/1251000] [146.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002845] [CE 3.973 (4.437)] [KD 4.046 (4.197)] 2024-10-16 03:55:17,782 - Train: 14.66% [183450/1251000] [146.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002845] [CE 4.403 (4.447)] [KD 4.065 (4.158)] 2024-10-16 03:55:29,816 - Train: 14.67% [183500/1251000] [146.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002845] [CE 4.925 (4.402)] [KD 4.175 (4.115)] 2024-10-16 03:55:42,128 - Train: 14.67% [183550/1251000] [146.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002845] [CE 4.468 (4.385)] [KD 3.921 (4.131)] 2024-10-16 03:55:54,135 - Train: 14.68% [183600/1251000] [146.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002845] [CE 4.411 (4.399)] [KD 4.353 (4.046)] 2024-10-16 03:56:06,327 - Train: 14.68% [183650/1251000] [146.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002845] [CE 4.492 (4.376)] [KD 4.234 (4.085)] 2024-10-16 03:56:18,297 - Train: 14.68% [183700/1251000] [146.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002845] [CE 3.987 (4.315)] [KD 3.695 (4.090)] 2024-10-16 03:56:30,419 - Train: 14.69% [183750/1251000] [146.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002845] [CE 4.672 (4.412)] [KD 4.133 (4.132)] 2024-10-16 03:56:42,391 - Train: 14.69% [183800/1251000] [146.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002845] [CE 4.048 (4.348)] [KD 4.277 (4.145)] 2024-10-16 03:56:54,744 - Train: 14.70% [183850/1251000] [147.0/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002845] [CE 4.790 (4.454)] [KD 4.311 (4.114)] 2024-10-16 03:57:05,986 - ==> Total time: 12:43:46 Eta: 3 days, 1:51:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 03:57:11,339 - Train: 14.70% [183900/1251000] [147.0/1000.0] [batch_t 0.650 (0.933)] [data_t 0.426] [optim_t 0.224] [lr 0.002844] [CE 4.524 (4.401)] [KD 4.110 (4.020)] 2024-10-16 03:57:23,302 - Train: 14.70% [183950/1251000] [147.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002844] [CE 4.687 (4.388)] [KD 4.359 (4.129)] 2024-10-16 03:57:35,261 - Train: 14.71% [184000/1251000] [147.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002844] [CE 4.380 (4.375)] [KD 3.935 (4.111)] 2024-10-16 03:57:47,488 - Train: 14.71% [184050/1251000] [147.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002844] [CE 4.330 (4.371)] [KD 3.928 (4.082)] 2024-10-16 03:57:59,783 - Train: 14.72% [184100/1251000] [147.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002844] [CE 4.557 (4.363)] [KD 3.967 (4.098)] 2024-10-16 03:58:11,538 - Train: 14.72% [184150/1251000] [147.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002844] [CE 4.510 (4.367)] [KD 4.205 (4.099)] 2024-10-16 03:58:23,548 - Train: 14.72% [184200/1251000] [147.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002844] [CE 4.435 (4.399)] [KD 4.161 (4.079)] 2024-10-16 03:58:35,757 - Train: 14.73% [184250/1251000] [147.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002844] [CE 3.614 (4.414)] [KD 3.683 (4.101)] 2024-10-16 03:58:47,499 - Train: 14.73% [184300/1251000] [147.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002844] [CE 4.488 (4.338)] [KD 4.166 (4.042)] 2024-10-16 03:58:59,426 - Train: 14.74% [184350/1251000] [147.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002844] [CE 4.616 (4.419)] [KD 3.974 (4.096)] 2024-10-16 03:59:11,550 - Train: 14.74% [184400/1251000] [147.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002844] [CE 4.586 (4.397)] [KD 4.287 (4.157)] 2024-10-16 03:59:23,581 - Train: 14.74% [184450/1251000] [147.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002844] [CE 4.353 (4.450)] [KD 4.187 (4.105)] 2024-10-16 03:59:35,922 - Train: 14.75% [184500/1251000] [147.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002843] [CE 4.496 (4.435)] [KD 4.246 (4.123)] 2024-10-16 03:59:47,879 - Train: 14.75% [184550/1251000] [147.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002843] [CE 4.388 (4.409)] [KD 4.103 (4.061)] 2024-10-16 03:59:59,693 - Train: 14.76% [184600/1251000] [147.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002843] [CE 4.910 (4.374)] [KD 4.124 (4.075)] 2024-10-16 04:00:11,982 - Train: 14.76% [184650/1251000] [147.6/1000.0] [batch_t 0.382 (0.246)] [data_t 0.009] [optim_t 0.373] [lr 0.002843] [CE 4.184 (4.374)] [KD 4.062 (4.146)] 2024-10-16 04:00:23,866 - Train: 14.76% [184700/1251000] [147.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002843] [CE 4.640 (4.320)] [KD 4.287 (4.190)] 2024-10-16 04:00:35,763 - Train: 14.77% [184750/1251000] [147.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002843] [CE 4.171 (4.360)] [KD 4.105 (4.050)] 2024-10-16 04:00:47,490 - Train: 14.77% [184800/1251000] [147.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002843] [CE 4.840 (4.434)] [KD 4.550 (4.149)] 2024-10-16 04:00:59,936 - Train: 14.78% [184850/1251000] [147.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002843] [CE 4.444 (4.426)] [KD 4.138 (4.138)] 2024-10-16 04:01:11,684 - Train: 14.78% [184900/1251000] [147.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002843] [CE 4.839 (4.363)] [KD 4.560 (4.135)] 2024-10-16 04:01:23,530 - Train: 14.78% [184950/1251000] [147.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002843] [CE 4.095 (4.388)] [KD 3.942 (4.131)] 2024-10-16 04:01:35,419 - Train: 14.79% [185000/1251000] [147.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002843] [CE 3.978 (4.378)] [KD 3.880 (4.114)] 2024-10-16 04:01:47,942 - Train: 14.79% [185050/1251000] [147.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002843] [CE 4.467 (4.406)] [KD 4.542 (4.157)] 2024-10-16 04:01:59,734 - Train: 14.80% [185100/1251000] [148.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002842] [CE 4.418 (4.389)] [KD 4.352 (4.115)] 2024-10-16 04:02:11,411 - ==> Total time: 12:48:52 Eta: 3 days, 1:46:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:02:15,636 - Train: 14.80% [185150/1251000] [148.0/1000.0] [batch_t 0.239 (1.470)] [data_t 0.009] [optim_t 0.231] [lr 0.002842] [CE 4.194 (4.208)] [KD 3.897 (3.883)] 2024-10-16 04:02:27,410 - Train: 14.80% [185200/1251000] [148.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002842] [CE 4.658 (4.352)] [KD 4.123 (4.049)] 2024-10-16 04:02:39,443 - Train: 14.81% [185250/1251000] [148.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002842] [CE 4.319 (4.414)] [KD 3.923 (4.110)] 2024-10-16 04:02:51,880 - Train: 14.81% [185300/1251000] [148.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002842] [CE 4.768 (4.402)] [KD 4.311 (3.998)] 2024-10-16 04:03:03,997 - Train: 14.82% [185350/1251000] [148.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002842] [CE 4.469 (4.441)] [KD 4.103 (4.074)] 2024-10-16 04:03:15,767 - Train: 14.82% [185400/1251000] [148.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002842] [CE 4.634 (4.385)] [KD 3.991 (4.039)] 2024-10-16 04:03:27,863 - Train: 14.82% [185450/1251000] [148.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002842] [CE 4.119 (4.343)] [KD 4.122 (4.007)] 2024-10-16 04:03:39,678 - Train: 14.83% [185500/1251000] [148.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002842] [CE 4.531 (4.372)] [KD 4.163 (4.080)] 2024-10-16 04:03:51,542 - Train: 14.83% [185550/1251000] [148.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002842] [CE 4.735 (4.410)] [KD 4.335 (4.058)] 2024-10-16 04:04:03,889 - Train: 14.84% [185600/1251000] [148.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002842] [CE 4.215 (4.340)] [KD 3.983 (4.050)] 2024-10-16 04:04:15,680 - Train: 14.84% [185650/1251000] [148.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002842] [CE 4.253 (4.449)] [KD 4.100 (4.113)] 2024-10-16 04:04:27,386 - Train: 14.84% [185700/1251000] [148.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002841] [CE 4.554 (4.445)] [KD 3.946 (4.124)] 2024-10-16 04:04:39,522 - Train: 14.85% [185750/1251000] [148.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002841] [CE 4.356 (4.420)] [KD 3.968 (4.160)] 2024-10-16 04:04:51,580 - Train: 14.85% [185800/1251000] [148.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002841] [CE 4.312 (4.389)] [KD 4.245 (4.030)] 2024-10-16 04:05:03,439 - Train: 14.86% [185850/1251000] [148.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002841] [CE 4.101 (4.366)] [KD 3.954 (4.052)] 2024-10-16 04:05:15,828 - Train: 14.86% [185900/1251000] [148.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002841] [CE 4.445 (4.361)] [KD 4.122 (4.099)] 2024-10-16 04:05:27,905 - Train: 14.86% [185950/1251000] [148.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002841] [CE 4.701 (4.396)] [KD 4.442 (4.144)] 2024-10-16 04:05:39,756 - Train: 14.87% [186000/1251000] [148.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002841] [CE 4.549 (4.413)] [KD 4.302 (4.191)] 2024-10-16 04:05:51,727 - Train: 14.87% [186050/1251000] [148.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002841] [CE 4.962 (4.445)] [KD 4.477 (4.139)] 2024-10-16 04:06:03,899 - Train: 14.88% [186100/1251000] [148.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002841] [CE 4.876 (4.442)] [KD 4.455 (4.196)] 2024-10-16 04:06:16,100 - Train: 14.88% [186150/1251000] [148.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002841] [CE 4.533 (4.349)] [KD 4.161 (4.098)] 2024-10-16 04:06:28,186 - Train: 14.88% [186200/1251000] [148.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002841] [CE 4.238 (4.365)] [KD 4.087 (4.040)] 2024-10-16 04:06:40,298 - Train: 14.89% [186250/1251000] [148.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002841] [CE 3.808 (4.377)] [KD 4.142 (4.078)] 2024-10-16 04:06:52,192 - Train: 14.89% [186300/1251000] [148.9/1000.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.002840] [CE 4.611 (4.447)] [KD 4.139 (4.238)] 2024-10-16 04:07:04,344 - Train: 14.90% [186350/1251000] [149.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002840] [CE 4.541 (4.391)] [KD 4.181 (4.205)] 2024-10-16 04:07:16,182 - ==> Total time: 12:53:56 Eta: 3 days, 1:40:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:07:20,016 - Train: 14.90% [186400/1251000] [149.0/1000.0] [batch_t 2.508 (2.508)] [data_t 2.148] [optim_t 0.360] [lr 0.002840] [CE 4.567 (4.567)] [KD 4.190 (4.190)] 2024-10-16 04:07:32,180 - Train: 14.90% [186450/1251000] [149.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002840] [CE 4.362 (4.404)] [KD 4.070 (4.145)] 2024-10-16 04:07:44,318 - Train: 14.91% [186500/1251000] [149.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002840] [CE 4.730 (4.364)] [KD 4.257 (4.127)] 2024-10-16 04:07:56,281 - Train: 14.91% [186550/1251000] [149.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002840] [CE 4.404 (4.366)] [KD 4.244 (4.083)] 2024-10-16 04:08:08,559 - Train: 14.92% [186600/1251000] [149.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002840] [CE 4.573 (4.366)] [KD 4.371 (4.091)] 2024-10-16 04:08:20,638 - Train: 14.92% [186650/1251000] [149.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002840] [CE 4.248 (4.351)] [KD 3.752 (4.082)] 2024-10-16 04:08:32,468 - Train: 14.92% [186700/1251000] [149.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002840] [CE 4.133 (4.392)] [KD 4.032 (4.082)] 2024-10-16 04:08:44,576 - Train: 14.93% [186750/1251000] [149.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002840] [CE 3.969 (4.368)] [KD 3.785 (4.122)] 2024-10-16 04:08:56,808 - Train: 14.93% [186800/1251000] [149.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002840] [CE 3.834 (4.351)] [KD 3.918 (4.055)] 2024-10-16 04:09:08,717 - Train: 14.94% [186850/1251000] [149.4/1000.0] [batch_t 0.370 (0.238)] [data_t 0.009] [optim_t 0.361] [lr 0.002839] [CE 4.688 (4.427)] [KD 4.203 (4.088)] 2024-10-16 04:09:20,643 - Train: 14.94% [186900/1251000] [149.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002839] [CE 4.847 (4.347)] [KD 4.468 (4.063)] 2024-10-16 04:09:32,625 - Train: 14.94% [186950/1251000] [149.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002839] [CE 4.123 (4.376)] [KD 3.949 (4.122)] 2024-10-16 04:09:45,053 - Train: 14.95% [187000/1251000] [149.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002839] [CE 3.989 (4.413)] [KD 3.784 (4.088)] 2024-10-16 04:09:56,923 - Train: 14.95% [187050/1251000] [149.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002839] [CE 4.520 (4.373)] [KD 3.984 (4.069)] 2024-10-16 04:10:08,909 - Train: 14.96% [187100/1251000] [149.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002839] [CE 4.155 (4.325)] [KD 3.905 (3.998)] 2024-10-16 04:10:21,140 - Train: 14.96% [187150/1251000] [149.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002839] [CE 4.219 (4.338)] [KD 4.112 (4.105)] 2024-10-16 04:10:33,150 - Train: 14.96% [187200/1251000] [149.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002839] [CE 4.207 (4.396)] [KD 4.208 (4.120)] 2024-10-16 04:10:45,002 - Train: 14.97% [187250/1251000] [149.7/1000.0] [batch_t 0.303 (0.237)] [data_t 0.009] [optim_t 0.294] [lr 0.002839] [CE 4.682 (4.435)] [KD 4.055 (4.132)] 2024-10-16 04:10:56,938 - Train: 14.97% [187300/1251000] [149.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002839] [CE 4.471 (4.402)] [KD 4.249 (4.089)] 2024-10-16 04:11:09,087 - Train: 14.98% [187350/1251000] [149.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002839] [CE 4.547 (4.404)] [KD 4.269 (4.125)] 2024-10-16 04:11:21,163 - Train: 14.98% [187400/1251000] [149.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002839] [CE 4.617 (4.427)] [KD 4.162 (4.054)] 2024-10-16 04:11:33,525 - Train: 14.98% [187450/1251000] [149.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002838] [CE 4.880 (4.379)] [KD 4.275 (4.042)] 2024-10-16 04:11:45,389 - Train: 14.99% [187500/1251000] [149.9/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002838] [CE 4.344 (4.422)] [KD 3.953 (4.111)] 2024-10-16 04:11:57,550 - Train: 14.99% [187550/1251000] [149.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002838] [CE 4.563 (4.472)] [KD 4.440 (4.195)] 2024-10-16 04:12:09,809 - Train: 15.00% [187600/1251000] [150.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002838] [CE 4.619 (4.495)] [KD 4.282 (4.225)] 2024-10-16 04:12:21,650 - Train: 15.00% [187650/1251000] [150.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002838] [CE 4.589 (4.360)] [KD 3.920 (4.059)] 2024-10-16 04:12:33,590 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 36196] [top5_cnt 45649] [top_all 50000] 2024-10-16 04:12:33,591 - net: 72.392 (91.298) 2024-10-16 04:12:45,975 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38957] [top5_cnt 46962] [top_all 50000] 2024-10-16 04:12:45,976 - net_E: 77.914 (93.924) 2024-10-16 04:12:46,129 - Max [top1: 72.746 (epoch: 125)] [top1-ema: 77.914 (epoch: 150)] 2024-10-16 04:12:46,129 - ==> Total time: 12:59:26 Eta: 3 days, 1:36:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:13:04,422 - Train: 15.00% [187700/1251000] [150.0/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.002838] [CE 4.332 (4.389)] [KD 4.104 (4.107)] 2024-10-16 04:13:16,730 - Train: 15.01% [187750/1251000] [150.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002838] [CE 4.437 (4.498)] [KD 4.327 (4.166)] 2024-10-16 04:13:28,955 - Train: 15.01% [187800/1251000] [150.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002838] [CE 4.532 (4.448)] [KD 4.347 (4.080)] 2024-10-16 04:13:41,012 - Train: 15.02% [187850/1251000] [150.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002838] [CE 4.343 (4.300)] [KD 4.012 (4.042)] 2024-10-16 04:13:52,910 - Train: 15.02% [187900/1251000] [150.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002838] [CE 4.698 (4.429)] [KD 4.510 (4.160)] 2024-10-16 04:14:05,254 - Train: 15.02% [187950/1251000] [150.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002838] [CE 3.897 (4.427)] [KD 3.808 (4.118)] 2024-10-16 04:14:17,817 - Train: 15.03% [188000/1251000] [150.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002838] [CE 4.355 (4.317)] [KD 4.283 (4.108)] 2024-10-16 04:14:30,039 - Train: 15.03% [188050/1251000] [150.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002837] [CE 4.539 (4.458)] [KD 3.786 (4.195)] 2024-10-16 04:14:42,361 - Train: 15.04% [188100/1251000] [150.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002837] [CE 4.921 (4.359)] [KD 4.317 (4.082)] 2024-10-16 04:14:54,733 - Train: 15.04% [188150/1251000] [150.4/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002837] [CE 4.541 (4.383)] [KD 4.308 (4.158)] 2024-10-16 04:15:06,866 - Train: 15.04% [188200/1251000] [150.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002837] [CE 4.851 (4.393)] [KD 4.488 (4.149)] 2024-10-16 04:15:18,792 - Train: 15.05% [188250/1251000] [150.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002837] [CE 4.312 (4.359)] [KD 3.984 (4.102)] 2024-10-16 04:15:30,749 - Train: 15.05% [188300/1251000] [150.5/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002837] [CE 4.492 (4.417)] [KD 4.093 (4.056)] 2024-10-16 04:15:43,138 - Train: 15.06% [188350/1251000] [150.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002837] [CE 4.262 (4.460)] [KD 3.938 (4.090)] 2024-10-16 04:15:55,415 - Train: 15.06% [188400/1251000] [150.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002837] [CE 4.705 (4.418)] [KD 4.106 (4.107)] 2024-10-16 04:16:07,489 - Train: 15.06% [188450/1251000] [150.6/1000.0] [batch_t 0.394 (0.241)] [data_t 0.009] [optim_t 0.385] [lr 0.002837] [CE 4.007 (4.472)] [KD 4.275 (4.193)] 2024-10-16 04:16:19,694 - Train: 15.07% [188500/1251000] [150.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002837] [CE 4.289 (4.463)] [KD 4.118 (4.251)] 2024-10-16 04:16:31,939 - Train: 15.07% [188550/1251000] [150.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002837] [CE 4.254 (4.399)] [KD 3.800 (4.108)] 2024-10-16 04:16:43,943 - Train: 15.08% [188600/1251000] [150.8/1000.0] [batch_t 0.356 (0.240)] [data_t 0.009] [optim_t 0.348] [lr 0.002837] [CE 4.354 (4.377)] [KD 4.199 (4.093)] 2024-10-16 04:16:56,260 - Train: 15.08% [188650/1251000] [150.8/1000.0] [batch_t 0.307 (0.246)] [data_t 0.009] [optim_t 0.298] [lr 0.002836] [CE 4.970 (4.436)] [KD 4.413 (4.094)] 2024-10-16 04:17:08,254 - Train: 15.08% [188700/1251000] [150.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002836] [CE 4.413 (4.458)] [KD 3.847 (4.195)] 2024-10-16 04:17:20,541 - Train: 15.09% [188750/1251000] [150.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002836] [CE 4.767 (4.449)] [KD 4.420 (4.136)] 2024-10-16 04:17:32,737 - Train: 15.09% [188800/1251000] [150.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002836] [CE 3.636 (4.391)] [KD 3.825 (4.139)] 2024-10-16 04:17:44,980 - Train: 15.10% [188850/1251000] [151.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002836] [CE 4.858 (4.450)] [KD 4.213 (4.115)] 2024-10-16 04:17:57,204 - Train: 15.10% [188900/1251000] [151.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002836] [CE 4.025 (4.404)] [KD 3.909 (4.107)] 2024-10-16 04:17:57,439 - ==> Total time: 13:04:38 Eta: 3 days, 1:31:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:18:13,227 - Train: 15.10% [188950/1251000] [151.0/1000.0] [batch_t 0.234 (0.296)] [data_t 0.009] [optim_t 0.225] [lr 0.002836] [CE 4.871 (4.366)] [KD 4.307 (4.027)] 2024-10-16 04:18:25,566 - Train: 15.11% [189000/1251000] [151.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002836] [CE 4.797 (4.363)] [KD 4.712 (4.146)] 2024-10-16 04:18:37,618 - Train: 15.11% [189050/1251000] [151.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002836] [CE 4.031 (4.452)] [KD 3.784 (4.174)] 2024-10-16 04:18:49,401 - Train: 15.12% [189100/1251000] [151.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002836] [CE 4.091 (4.434)] [KD 3.982 (4.105)] 2024-10-16 04:19:01,499 - Train: 15.12% [189150/1251000] [151.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002836] [CE 4.484 (4.379)] [KD 4.185 (4.144)] 2024-10-16 04:19:13,660 - Train: 15.12% [189200/1251000] [151.2/1000.0] [batch_t 0.256 (0.243)] [data_t 0.009] [optim_t 0.247] [lr 0.002836] [CE 4.666 (4.438)] [KD 4.456 (4.118)] 2024-10-16 04:19:25,931 - Train: 15.13% [189250/1251000] [151.3/1000.0] [batch_t 0.283 (0.245)] [data_t 0.009] [optim_t 0.274] [lr 0.002835] [CE 4.477 (4.527)] [KD 4.012 (4.227)] 2024-10-16 04:19:38,136 - Train: 15.13% [189300/1251000] [151.3/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002835] [CE 4.089 (4.350)] [KD 3.921 (4.110)] 2024-10-16 04:19:50,405 - Train: 15.14% [189350/1251000] [151.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002835] [CE 4.122 (4.419)] [KD 4.134 (4.116)] 2024-10-16 04:20:02,429 - Train: 15.14% [189400/1251000] [151.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002835] [CE 4.572 (4.344)] [KD 4.107 (4.003)] 2024-10-16 04:20:14,457 - Train: 15.14% [189450/1251000] [151.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002835] [CE 4.546 (4.381)] [KD 4.273 (4.119)] 2024-10-16 04:20:26,633 - Train: 15.15% [189500/1251000] [151.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002835] [CE 4.007 (4.408)] [KD 3.969 (4.154)] 2024-10-16 04:20:38,778 - Train: 15.15% [189550/1251000] [151.5/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.002835] [CE 4.165 (4.389)] [KD 4.056 (4.188)] 2024-10-16 04:20:50,713 - Train: 15.16% [189600/1251000] [151.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002835] [CE 3.806 (4.443)] [KD 3.785 (4.134)] 2024-10-16 04:21:02,899 - Train: 15.16% [189650/1251000] [151.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002835] [CE 4.084 (4.299)] [KD 4.055 (4.081)] 2024-10-16 04:21:14,649 - Train: 15.16% [189700/1251000] [151.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002835] [CE 4.749 (4.410)] [KD 4.302 (4.102)] 2024-10-16 04:21:26,505 - Train: 15.17% [189750/1251000] [151.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002835] [CE 3.765 (4.423)] [KD 3.964 (4.070)] 2024-10-16 04:21:38,712 - Train: 15.17% [189800/1251000] [151.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002834] [CE 4.159 (4.404)] [KD 3.864 (4.077)] 2024-10-16 04:21:50,571 - Train: 15.18% [189850/1251000] [151.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002834] [CE 4.242 (4.441)] [KD 4.021 (4.259)] 2024-10-16 04:22:02,346 - Train: 15.18% [189900/1251000] [151.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002834] [CE 4.680 (4.432)] [KD 4.227 (4.114)] 2024-10-16 04:22:14,933 - Train: 15.18% [189950/1251000] [151.8/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002834] [CE 4.465 (4.407)] [KD 4.138 (4.133)] 2024-10-16 04:22:26,833 - Train: 15.19% [190000/1251000] [151.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002834] [CE 4.382 (4.386)] [KD 4.234 (4.121)] 2024-10-16 04:22:38,582 - Train: 15.19% [190050/1251000] [151.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002834] [CE 4.385 (4.397)] [KD 4.193 (4.097)] 2024-10-16 04:22:50,973 - Train: 15.20% [190100/1251000] [152.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002834] [CE 4.247 (4.339)] [KD 4.103 (4.122)] 2024-10-16 04:23:03,011 - Train: 15.20% [190150/1251000] [152.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002834] [CE 4.891 (4.424)] [KD 4.041 (4.109)] 2024-10-16 04:23:03,479 - ==> Total time: 13:09:44 Eta: 3 days, 1:25:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:23:20,221 - Train: 15.20% [190200/1251000] [152.0/1000.0] [batch_t 0.234 (0.272)] [data_t 0.009] [optim_t 0.225] [lr 0.002834] [CE 4.518 (4.366)] [KD 4.097 (4.066)] 2024-10-16 04:23:32,214 - Train: 15.21% [190250/1251000] [152.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002834] [CE 4.472 (4.377)] [KD 4.376 (4.095)] 2024-10-16 04:23:44,285 - Train: 15.21% [190300/1251000] [152.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002834] [CE 4.465 (4.375)] [KD 4.114 (4.045)] 2024-10-16 04:23:56,082 - Train: 15.22% [190350/1251000] [152.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002834] [CE 4.745 (4.424)] [KD 4.175 (4.179)] 2024-10-16 04:24:08,069 - Train: 15.22% [190400/1251000] [152.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002833] [CE 4.569 (4.415)] [KD 4.044 (4.159)] 2024-10-16 04:24:20,093 - Train: 15.22% [190450/1251000] [152.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002833] [CE 4.538 (4.402)] [KD 4.138 (4.110)] 2024-10-16 04:24:32,390 - Train: 15.23% [190500/1251000] [152.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002833] [CE 4.517 (4.348)] [KD 4.163 (4.024)] 2024-10-16 04:24:44,302 - Train: 15.23% [190550/1251000] [152.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002833] [CE 4.360 (4.360)] [KD 4.195 (4.060)] 2024-10-16 04:24:56,086 - Train: 15.24% [190600/1251000] [152.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002833] [CE 4.366 (4.411)] [KD 3.927 (4.115)] 2024-10-16 04:25:08,166 - Train: 15.24% [190650/1251000] [152.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002833] [CE 4.103 (4.371)] [KD 3.997 (4.147)] 2024-10-16 04:25:20,070 - Train: 15.24% [190700/1251000] [152.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002833] [CE 4.596 (4.338)] [KD 4.239 (4.017)] 2024-10-16 04:25:32,424 - Train: 15.25% [190750/1251000] [152.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.002833] [CE 4.843 (4.394)] [KD 4.124 (4.100)] 2024-10-16 04:25:44,530 - Train: 15.25% [190800/1251000] [152.5/1000.0] [batch_t 0.373 (0.242)] [data_t 0.009] [optim_t 0.364] [lr 0.002833] [CE 4.740 (4.389)] [KD 4.313 (4.106)] 2024-10-16 04:25:56,396 - Train: 15.26% [190850/1251000] [152.6/1000.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.002833] [CE 4.690 (4.366)] [KD 4.245 (4.114)] 2024-10-16 04:26:08,578 - Train: 15.26% [190900/1251000] [152.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002833] [CE 4.450 (4.504)] [KD 4.202 (4.157)] 2024-10-16 04:26:20,503 - Train: 15.26% [190950/1251000] [152.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002833] [CE 4.728 (4.458)] [KD 4.293 (4.136)] 2024-10-16 04:26:32,667 - Train: 15.27% [191000/1251000] [152.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002832] [CE 4.569 (4.377)] [KD 4.445 (4.160)] 2024-10-16 04:26:44,865 - Train: 15.27% [191050/1251000] [152.7/1000.0] [batch_t 0.282 (0.244)] [data_t 0.009] [optim_t 0.273] [lr 0.002832] [CE 4.298 (4.332)] [KD 3.993 (4.074)] 2024-10-16 04:26:57,374 - Train: 15.28% [191100/1251000] [152.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002832] [CE 4.475 (4.402)] [KD 4.106 (4.092)] 2024-10-16 04:27:09,594 - Train: 15.28% [191150/1251000] [152.8/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.002832] [CE 4.767 (4.432)] [KD 4.154 (4.136)] 2024-10-16 04:27:22,044 - Train: 15.28% [191200/1251000] [152.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002832] [CE 3.691 (4.435)] [KD 3.835 (4.088)] 2024-10-16 04:27:34,427 - Train: 15.29% [191250/1251000] [152.9/1000.0] [batch_t 0.252 (0.248)] [data_t 0.009] [optim_t 0.243] [lr 0.002832] [CE 4.356 (4.371)] [KD 4.050 (4.032)] 2024-10-16 04:27:46,516 - Train: 15.29% [191300/1251000] [152.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002832] [CE 4.433 (4.321)] [KD 4.051 (4.048)] 2024-10-16 04:27:58,980 - Train: 15.30% [191350/1251000] [153.0/1000.0] [batch_t 0.490 (0.249)] [data_t 0.009] [optim_t 0.481] [lr 0.002832] [CE 3.778 (4.418)] [KD 3.808 (4.103)] 2024-10-16 04:28:11,133 - Train: 15.30% [191400/1251000] [153.0/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002832] [CE 4.449 (4.421)] [KD 4.358 (4.081)] 2024-10-16 04:28:11,825 - ==> Total time: 13:14:52 Eta: 3 days, 1:20:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:28:26,863 - Train: 15.30% [191450/1251000] [153.0/1000.0] [batch_t 0.233 (0.287)] [data_t 0.009] [optim_t 0.224] [lr 0.002832] [CE 4.539 (4.356)] [KD 4.114 (4.040)] 2024-10-16 04:28:38,681 - Train: 15.31% [191500/1251000] [153.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002832] [CE 4.590 (4.359)] [KD 4.085 (4.014)] 2024-10-16 04:28:50,720 - Train: 15.31% [191550/1251000] [153.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002831] [CE 4.766 (4.348)] [KD 4.206 (4.016)] 2024-10-16 04:29:02,851 - Train: 15.32% [191600/1251000] [153.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002831] [CE 4.301 (4.395)] [KD 4.045 (4.024)] 2024-10-16 04:29:14,832 - Train: 15.32% [191650/1251000] [153.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002831] [CE 4.379 (4.416)] [KD 3.804 (4.140)] 2024-10-16 04:29:26,741 - Train: 15.32% [191700/1251000] [153.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002831] [CE 4.764 (4.391)] [KD 4.175 (4.106)] 2024-10-16 04:29:38,832 - Train: 15.33% [191750/1251000] [153.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002831] [CE 4.584 (4.441)] [KD 4.204 (4.064)] 2024-10-16 04:29:50,989 - Train: 15.33% [191800/1251000] [153.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002831] [CE 4.526 (4.387)] [KD 4.285 (4.104)] 2024-10-16 04:30:02,891 - Train: 15.34% [191850/1251000] [153.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002831] [CE 4.690 (4.337)] [KD 4.302 (4.071)] 2024-10-16 04:30:14,983 - Train: 15.34% [191900/1251000] [153.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002831] [CE 4.277 (4.447)] [KD 4.002 (4.092)] 2024-10-16 04:30:27,195 - Train: 15.34% [191950/1251000] [153.4/1000.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.249] [lr 0.002831] [CE 4.145 (4.306)] [KD 3.832 (4.008)] 2024-10-16 04:30:39,316 - Train: 15.35% [192000/1251000] [153.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002831] [CE 4.126 (4.343)] [KD 3.987 (4.035)] 2024-10-16 04:30:51,758 - Train: 15.35% [192050/1251000] [153.5/1000.0] [batch_t 0.395 (0.249)] [data_t 0.009] [optim_t 0.386] [lr 0.002831] [CE 3.895 (4.385)] [KD 3.711 (4.065)] 2024-10-16 04:31:04,011 - Train: 15.36% [192100/1251000] [153.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002831] [CE 4.490 (4.444)] [KD 4.360 (4.163)] 2024-10-16 04:31:16,101 - Train: 15.36% [192150/1251000] [153.6/1000.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.002830] [CE 4.434 (4.444)] [KD 3.983 (4.131)] 2024-10-16 04:31:28,392 - Train: 15.36% [192200/1251000] [153.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002830] [CE 4.399 (4.419)] [KD 3.982 (4.128)] 2024-10-16 04:31:40,510 - Train: 15.37% [192250/1251000] [153.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002830] [CE 4.620 (4.402)] [KD 3.976 (4.107)] 2024-10-16 04:31:52,677 - Train: 15.37% [192300/1251000] [153.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002830] [CE 4.421 (4.382)] [KD 4.145 (4.086)] 2024-10-16 04:32:04,976 - Train: 15.38% [192350/1251000] [153.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002830] [CE 4.844 (4.400)] [KD 4.042 (4.125)] 2024-10-16 04:32:17,318 - Train: 15.38% [192400/1251000] [153.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002830] [CE 4.100 (4.406)] [KD 3.850 (4.151)] 2024-10-16 04:32:29,323 - Train: 15.38% [192450/1251000] [153.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002830] [CE 4.245 (4.398)] [KD 3.804 (4.107)] 2024-10-16 04:32:41,785 - Train: 15.39% [192500/1251000] [153.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002830] [CE 4.032 (4.436)] [KD 4.059 (4.062)] 2024-10-16 04:32:53,763 - Train: 15.39% [192550/1251000] [153.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002830] [CE 4.164 (4.327)] [KD 3.728 (4.053)] 2024-10-16 04:33:05,845 - Train: 15.40% [192600/1251000] [154.0/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002830] [CE 4.293 (4.369)] [KD 4.186 (4.043)] 2024-10-16 04:33:17,940 - Train: 15.40% [192650/1251000] [154.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002830] [CE 4.040 (4.388)] [KD 3.863 (4.077)] 2024-10-16 04:33:18,867 - ==> Total time: 13:19:59 Eta: 3 days, 1:14:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:33:34,334 - Train: 15.40% [192700/1251000] [154.0/1000.0] [batch_t 0.233 (0.308)] [data_t 0.009] [optim_t 0.224] [lr 0.002829] [CE 4.081 (4.299)] [KD 3.854 (3.939)] 2024-10-16 04:33:46,411 - Train: 15.41% [192750/1251000] [154.1/1000.0] [batch_t 0.408 (0.241)] [data_t 0.009] [optim_t 0.400] [lr 0.002829] [CE 3.843 (4.345)] [KD 3.922 (4.024)] 2024-10-16 04:33:58,103 - Train: 15.41% [192800/1251000] [154.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002829] [CE 4.283 (4.384)] [KD 4.019 (4.084)] 2024-10-16 04:34:10,486 - Train: 15.42% [192850/1251000] [154.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002829] [CE 4.693 (4.422)] [KD 4.136 (4.183)] 2024-10-16 04:34:22,356 - Train: 15.42% [192900/1251000] [154.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002829] [CE 4.766 (4.459)] [KD 4.100 (4.153)] 2024-10-16 04:34:34,427 - Train: 15.42% [192950/1251000] [154.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.018] [optim_t 0.227] [lr 0.002829] [CE 4.234 (4.397)] [KD 4.022 (4.081)] 2024-10-16 04:34:46,402 - Train: 15.43% [193000/1251000] [154.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002829] [CE 4.607 (4.387)] [KD 4.144 (4.200)] 2024-10-16 04:34:58,691 - Train: 15.43% [193050/1251000] [154.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002829] [CE 4.107 (4.372)] [KD 3.912 (4.088)] 2024-10-16 04:35:10,639 - Train: 15.44% [193100/1251000] [154.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002829] [CE 4.356 (4.422)] [KD 4.158 (4.153)] 2024-10-16 04:35:22,849 - Train: 15.44% [193150/1251000] [154.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002829] [CE 4.092 (4.303)] [KD 4.010 (4.079)] 2024-10-16 04:35:34,939 - Train: 15.44% [193200/1251000] [154.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002829] [CE 4.402 (4.426)] [KD 4.011 (4.113)] 2024-10-16 04:35:47,180 - Train: 15.45% [193250/1251000] [154.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002829] [CE 4.500 (4.375)] [KD 4.405 (4.043)] 2024-10-16 04:35:59,155 - Train: 15.45% [193300/1251000] [154.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002828] [CE 4.569 (4.395)] [KD 3.998 (4.122)] 2024-10-16 04:36:11,087 - Train: 15.46% [193350/1251000] [154.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002828] [CE 4.111 (4.373)] [KD 4.017 (4.080)] 2024-10-16 04:36:22,964 - Train: 15.46% [193400/1251000] [154.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002828] [CE 4.687 (4.380)] [KD 4.208 (4.096)] 2024-10-16 04:36:35,435 - Train: 15.46% [193450/1251000] [154.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002828] [CE 4.155 (4.365)] [KD 4.218 (4.087)] 2024-10-16 04:36:47,310 - Train: 15.47% [193500/1251000] [154.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002828] [CE 4.251 (4.376)] [KD 3.926 (4.149)] 2024-10-16 04:36:59,449 - Train: 15.47% [193550/1251000] [154.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002828] [CE 4.696 (4.458)] [KD 4.239 (4.137)] 2024-10-16 04:37:11,395 - Train: 15.48% [193600/1251000] [154.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002828] [CE 4.687 (4.385)] [KD 4.076 (4.129)] 2024-10-16 04:37:23,716 - Train: 15.48% [193650/1251000] [154.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002828] [CE 3.958 (4.391)] [KD 3.895 (4.096)] 2024-10-16 04:37:35,760 - Train: 15.48% [193700/1251000] [154.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002828] [CE 4.247 (4.452)] [KD 3.988 (4.126)] 2024-10-16 04:37:47,811 - Train: 15.49% [193750/1251000] [154.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002828] [CE 4.337 (4.434)] [KD 3.974 (4.149)] 2024-10-16 04:37:59,586 - Train: 15.49% [193800/1251000] [154.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002828] [CE 4.660 (4.363)] [KD 4.226 (4.027)] 2024-10-16 04:38:11,659 - Train: 15.50% [193850/1251000] [155.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002827] [CE 4.508 (4.304)] [KD 3.903 (4.070)] 2024-10-16 04:38:23,559 - Train: 15.50% [193900/1251000] [155.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002827] [CE 4.623 (4.360)] [KD 4.085 (4.036)] 2024-10-16 04:38:36,953 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36479] [top5_cnt 45745] [top_all 50000] 2024-10-16 04:38:36,954 - net: 72.958 (91.490) 2024-10-16 04:38:49,352 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 38964] [top5_cnt 46944] [top_all 50000] 2024-10-16 04:38:49,352 - net_E: 77.928 (93.888) 2024-10-16 04:38:49,519 - Max [top1: 72.958 (epoch: 155)] [top1-ema: 77.928 (epoch: 155)] 2024-10-16 04:38:49,520 - ==> Total time: 13:25:30 Eta: 3 days, 1:11:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:39:06,929 - Train: 15.50% [193950/1251000] [155.0/1000.0] [batch_t 0.402 (0.269)] [data_t 0.009] [optim_t 0.393] [lr 0.002827] [CE 4.187 (4.339)] [KD 4.107 (4.036)] 2024-10-16 04:39:19,008 - Train: 15.51% [194000/1251000] [155.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002827] [CE 4.290 (4.327)] [KD 3.992 (4.118)] 2024-10-16 04:39:31,024 - Train: 15.51% [194050/1251000] [155.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002827] [CE 4.921 (4.406)] [KD 4.281 (4.183)] 2024-10-16 04:39:42,904 - Train: 15.52% [194100/1251000] [155.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002827] [CE 4.385 (4.333)] [KD 4.005 (4.054)] 2024-10-16 04:39:55,086 - Train: 15.52% [194150/1251000] [155.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002827] [CE 4.202 (4.334)] [KD 3.744 (4.013)] 2024-10-16 04:40:07,255 - Train: 15.52% [194200/1251000] [155.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002827] [CE 4.341 (4.348)] [KD 4.076 (4.068)] 2024-10-16 04:40:19,432 - Train: 15.53% [194250/1251000] [155.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002827] [CE 4.613 (4.385)] [KD 4.188 (4.103)] 2024-10-16 04:40:31,547 - Train: 15.53% [194300/1251000] [155.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002827] [CE 4.419 (4.402)] [KD 4.117 (4.041)] 2024-10-16 04:40:43,688 - Train: 15.54% [194350/1251000] [155.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002827] [CE 4.813 (4.397)] [KD 3.957 (4.054)] 2024-10-16 04:40:55,762 - Train: 15.54% [194400/1251000] [155.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002827] [CE 4.270 (4.399)] [KD 4.112 (4.097)] 2024-10-16 04:41:07,983 - Train: 15.54% [194450/1251000] [155.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002826] [CE 4.177 (4.410)] [KD 4.134 (4.095)] 2024-10-16 04:41:20,051 - Train: 15.55% [194500/1251000] [155.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002826] [CE 4.404 (4.447)] [KD 4.100 (4.125)] 2024-10-16 04:41:31,799 - Train: 15.55% [194550/1251000] [155.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002826] [CE 4.869 (4.412)] [KD 4.403 (4.090)] 2024-10-16 04:41:44,119 - Train: 15.56% [194600/1251000] [155.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002826] [CE 3.888 (4.395)] [KD 3.831 (4.062)] 2024-10-16 04:41:56,106 - Train: 15.56% [194650/1251000] [155.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002826] [CE 4.556 (4.425)] [KD 4.217 (4.045)] 2024-10-16 04:42:08,009 - Train: 15.56% [194700/1251000] [155.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002826] [CE 4.108 (4.413)] [KD 3.942 (4.050)] 2024-10-16 04:42:19,835 - Train: 15.57% [194750/1251000] [155.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002826] [CE 3.959 (4.398)] [KD 3.970 (4.189)] 2024-10-16 04:42:32,075 - Train: 15.57% [194800/1251000] [155.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002826] [CE 4.081 (4.384)] [KD 3.897 (4.035)] 2024-10-16 04:42:44,012 - Train: 15.58% [194850/1251000] [155.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002826] [CE 4.679 (4.335)] [KD 4.137 (4.101)] 2024-10-16 04:42:55,943 - Train: 15.58% [194900/1251000] [155.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002826] [CE 4.541 (4.440)] [KD 4.467 (4.105)] 2024-10-16 04:43:07,871 - Train: 15.58% [194950/1251000] [155.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002826] [CE 4.113 (4.415)] [KD 3.814 (4.094)] 2024-10-16 04:43:19,902 - Train: 15.59% [195000/1251000] [155.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002825] [CE 4.423 (4.309)] [KD 3.890 (3.981)] 2024-10-16 04:43:31,837 - Train: 15.59% [195050/1251000] [155.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002825] [CE 4.198 (4.406)] [KD 4.287 (4.117)] 2024-10-16 04:43:43,927 - Train: 15.60% [195100/1251000] [156.0/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002825] [CE 4.059 (4.309)] [KD 4.104 (4.064)] 2024-10-16 04:43:55,733 - Train: 15.60% [195150/1251000] [156.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002825] [CE 4.497 (4.435)] [KD 4.065 (4.064)] 2024-10-16 04:43:57,241 - ==> Total time: 13:30:37 Eta: 3 days, 1:05:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:44:11,670 - Train: 15.60% [195200/1251000] [156.0/1000.0] [batch_t 0.238 (0.299)] [data_t 0.009] [optim_t 0.229] [lr 0.002825] [CE 4.757 (4.342)] [KD 4.306 (3.991)] 2024-10-16 04:44:23,548 - Train: 15.61% [195250/1251000] [156.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002825] [CE 4.022 (4.381)] [KD 3.831 (4.077)] 2024-10-16 04:44:35,637 - Train: 15.61% [195300/1251000] [156.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002825] [CE 4.759 (4.458)] [KD 4.227 (4.153)] 2024-10-16 04:44:47,451 - Train: 15.62% [195350/1251000] [156.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002825] [CE 4.002 (4.433)] [KD 3.897 (4.091)] 2024-10-16 04:44:59,440 - Train: 15.62% [195400/1251000] [156.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002825] [CE 4.731 (4.407)] [KD 4.105 (4.040)] 2024-10-16 04:45:11,622 - Train: 15.62% [195450/1251000] [156.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002825] [CE 4.551 (4.355)] [KD 4.213 (4.090)] 2024-10-16 04:45:23,458 - Train: 15.63% [195500/1251000] [156.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002825] [CE 4.433 (4.403)] [KD 4.097 (4.120)] 2024-10-16 04:45:35,159 - Train: 15.63% [195550/1251000] [156.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002825] [CE 4.680 (4.391)] [KD 4.130 (4.065)] 2024-10-16 04:45:46,984 - Train: 15.64% [195600/1251000] [156.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002824] [CE 3.741 (4.374)] [KD 3.533 (4.127)] 2024-10-16 04:45:58,934 - Train: 15.64% [195650/1251000] [156.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002824] [CE 4.561 (4.476)] [KD 4.142 (4.137)] 2024-10-16 04:46:10,905 - Train: 15.64% [195700/1251000] [156.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002824] [CE 4.683 (4.385)] [KD 4.170 (3.974)] 2024-10-16 04:46:23,006 - Train: 15.65% [195750/1251000] [156.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002824] [CE 4.632 (4.404)] [KD 4.246 (4.055)] 2024-10-16 04:46:34,687 - Train: 15.65% [195800/1251000] [156.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002824] [CE 4.285 (4.373)] [KD 4.079 (4.037)] 2024-10-16 04:46:46,465 - Train: 15.66% [195850/1251000] [156.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002824] [CE 4.317 (4.366)] [KD 3.920 (4.112)] 2024-10-16 04:46:58,416 - Train: 15.66% [195900/1251000] [156.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002824] [CE 4.330 (4.473)] [KD 3.923 (4.128)] 2024-10-16 04:47:10,246 - Train: 15.66% [195950/1251000] [156.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002824] [CE 4.685 (4.438)] [KD 4.205 (4.099)] 2024-10-16 04:47:21,981 - Train: 15.67% [196000/1251000] [156.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002824] [CE 4.073 (4.358)] [KD 3.966 (4.032)] 2024-10-16 04:47:34,398 - Train: 15.67% [196050/1251000] [156.7/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002824] [CE 4.492 (4.386)] [KD 4.028 (4.117)] 2024-10-16 04:47:46,269 - Train: 15.68% [196100/1251000] [156.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002824] [CE 4.300 (4.328)] [KD 4.055 (4.087)] 2024-10-16 04:47:57,967 - Train: 15.68% [196150/1251000] [156.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002823] [CE 4.331 (4.407)] [KD 4.039 (4.172)] 2024-10-16 04:48:10,122 - Train: 15.68% [196200/1251000] [156.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002823] [CE 4.369 (4.340)] [KD 4.135 (4.083)] 2024-10-16 04:48:22,088 - Train: 15.69% [196250/1251000] [156.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002823] [CE 3.821 (4.419)] [KD 3.734 (4.132)] 2024-10-16 04:48:33,991 - Train: 15.69% [196300/1251000] [156.9/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002823] [CE 4.705 (4.390)] [KD 4.348 (4.155)] 2024-10-16 04:48:46,373 - Train: 15.70% [196350/1251000] [157.0/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002823] [CE 4.348 (4.357)] [KD 4.076 (4.138)] 2024-10-16 04:48:58,373 - Train: 15.70% [196400/1251000] [157.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002823] [CE 4.735 (4.391)] [KD 4.288 (4.122)] 2024-10-16 04:48:59,998 - ==> Total time: 13:35:40 Eta: 3 days, 0:59:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:49:14,171 - Train: 15.70% [196450/1251000] [157.0/1000.0] [batch_t 0.231 (0.299)] [data_t 0.009] [optim_t 0.222] [lr 0.002823] [CE 4.440 (4.354)] [KD 4.011 (4.037)] 2024-10-16 04:49:26,262 - Train: 15.71% [196500/1251000] [157.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002823] [CE 4.170 (4.391)] [KD 3.997 (4.042)] 2024-10-16 04:49:38,529 - Train: 15.71% [196550/1251000] [157.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002823] [CE 4.708 (4.359)] [KD 4.227 (4.047)] 2024-10-16 04:49:50,635 - Train: 15.72% [196600/1251000] [157.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002823] [CE 4.584 (4.393)] [KD 3.932 (4.061)] 2024-10-16 04:50:02,834 - Train: 15.72% [196650/1251000] [157.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002823] [CE 4.276 (4.422)] [KD 3.925 (4.100)] 2024-10-16 04:50:15,290 - Train: 15.72% [196700/1251000] [157.2/1000.0] [batch_t 0.322 (0.249)] [data_t 0.009] [optim_t 0.313] [lr 0.002822] [CE 3.805 (4.404)] [KD 3.861 (4.149)] 2024-10-16 04:50:27,374 - Train: 15.73% [196750/1251000] [157.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002822] [CE 4.528 (4.362)] [KD 4.275 (4.076)] 2024-10-16 04:50:39,623 - Train: 15.73% [196800/1251000] [157.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002822] [CE 4.677 (4.420)] [KD 4.315 (4.082)] 2024-10-16 04:50:51,797 - Train: 15.74% [196850/1251000] [157.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002822] [CE 4.173 (4.404)] [KD 3.964 (4.104)] 2024-10-16 04:51:03,967 - Train: 15.74% [196900/1251000] [157.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002822] [CE 4.023 (4.419)] [KD 3.980 (4.081)] 2024-10-16 04:51:16,162 - Train: 15.74% [196950/1251000] [157.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002822] [CE 4.803 (4.418)] [KD 4.359 (4.073)] 2024-10-16 04:51:28,523 - Train: 15.75% [197000/1251000] [157.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002822] [CE 4.864 (4.355)] [KD 4.362 (4.020)] 2024-10-16 04:51:40,523 - Train: 15.75% [197050/1251000] [157.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002822] [CE 4.452 (4.393)] [KD 4.151 (4.117)] 2024-10-16 04:51:52,581 - Train: 15.76% [197100/1251000] [157.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002822] [CE 4.596 (4.429)] [KD 3.958 (4.132)] 2024-10-16 04:52:04,719 - Train: 15.76% [197150/1251000] [157.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002822] [CE 4.600 (4.360)] [KD 3.915 (4.011)] 2024-10-16 04:52:16,947 - Train: 15.76% [197200/1251000] [157.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002822] [CE 4.434 (4.419)] [KD 4.083 (4.098)] 2024-10-16 04:52:28,821 - Train: 15.77% [197250/1251000] [157.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002822] [CE 4.321 (4.403)] [KD 4.249 (4.098)] 2024-10-16 04:52:41,187 - Train: 15.77% [197300/1251000] [157.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002821] [CE 4.214 (4.398)] [KD 4.054 (4.174)] 2024-10-16 04:52:53,202 - Train: 15.78% [197350/1251000] [157.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002821] [CE 4.542 (4.370)] [KD 4.131 (4.152)] 2024-10-16 04:53:05,192 - Train: 15.78% [197400/1251000] [157.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002821] [CE 3.969 (4.478)] [KD 3.944 (4.118)] 2024-10-16 04:53:17,222 - Train: 15.78% [197450/1251000] [157.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002821] [CE 4.552 (4.462)] [KD 4.323 (4.230)] 2024-10-16 04:53:29,235 - Train: 15.79% [197500/1251000] [157.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002821] [CE 4.369 (4.374)] [KD 3.984 (4.130)] 2024-10-16 04:53:41,221 - Train: 15.79% [197550/1251000] [157.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002821] [CE 4.337 (4.420)] [KD 4.165 (4.165)] 2024-10-16 04:53:53,232 - Train: 15.80% [197600/1251000] [158.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002821] [CE 4.650 (4.366)] [KD 4.280 (4.062)] 2024-10-16 04:54:05,404 - Train: 15.80% [197650/1251000] [158.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002821] [CE 4.045 (4.292)] [KD 4.099 (4.033)] 2024-10-16 04:54:07,290 - ==> Total time: 13:40:47 Eta: 3 days, 0:54:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:54:21,424 - Train: 15.80% [197700/1251000] [158.0/1000.0] [batch_t 0.234 (0.302)] [data_t 0.009] [optim_t 0.225] [lr 0.002821] [CE 5.180 (4.487)] [KD 4.499 (4.135)] 2024-10-16 04:54:33,554 - Train: 15.81% [197750/1251000] [158.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002821] [CE 4.103 (4.373)] [KD 3.841 (4.036)] 2024-10-16 04:54:45,599 - Train: 15.81% [197800/1251000] [158.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002821] [CE 4.291 (4.391)] [KD 3.991 (4.090)] 2024-10-16 04:54:57,640 - Train: 15.82% [197850/1251000] [158.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002820] [CE 4.578 (4.429)] [KD 4.153 (4.065)] 2024-10-16 04:55:09,739 - Train: 15.82% [197900/1251000] [158.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002820] [CE 4.493 (4.379)] [KD 4.251 (4.068)] 2024-10-16 04:55:21,582 - Train: 15.82% [197950/1251000] [158.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002820] [CE 4.299 (4.363)] [KD 4.229 (4.012)] 2024-10-16 04:55:33,358 - Train: 15.83% [198000/1251000] [158.3/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.002820] [CE 4.375 (4.313)] [KD 4.117 (4.064)] 2024-10-16 04:55:45,740 - Train: 15.83% [198050/1251000] [158.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002820] [CE 4.306 (4.452)] [KD 4.071 (4.137)] 2024-10-16 04:55:57,529 - Train: 15.84% [198100/1251000] [158.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002820] [CE 4.224 (4.314)] [KD 4.104 (4.104)] 2024-10-16 04:56:09,337 - Train: 15.84% [198150/1251000] [158.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002820] [CE 4.029 (4.480)] [KD 3.886 (4.115)] 2024-10-16 04:56:21,194 - Train: 15.84% [198200/1251000] [158.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002820] [CE 4.107 (4.326)] [KD 4.046 (4.043)] 2024-10-16 04:56:33,459 - Train: 15.85% [198250/1251000] [158.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002820] [CE 4.107 (4.413)] [KD 3.771 (4.077)] 2024-10-16 04:56:45,312 - Train: 15.85% [198300/1251000] [158.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002820] [CE 4.505 (4.376)] [KD 4.169 (4.048)] 2024-10-16 04:56:57,402 - Train: 15.86% [198350/1251000] [158.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002820] [CE 4.581 (4.399)] [KD 3.840 (4.032)] 2024-10-16 04:57:09,315 - Train: 15.86% [198400/1251000] [158.6/1000.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.002819] [CE 4.351 (4.384)] [KD 4.216 (4.124)] 2024-10-16 04:57:21,379 - Train: 15.86% [198450/1251000] [158.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002819] [CE 4.361 (4.410)] [KD 3.956 (4.129)] 2024-10-16 04:57:33,199 - Train: 15.87% [198500/1251000] [158.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002819] [CE 4.801 (4.343)] [KD 4.231 (4.072)] 2024-10-16 04:57:45,139 - Train: 15.87% [198550/1251000] [158.7/1000.0] [batch_t 0.363 (0.239)] [data_t 0.009] [optim_t 0.354] [lr 0.002819] [CE 4.837 (4.454)] [KD 4.137 (4.111)] 2024-10-16 04:57:57,095 - Train: 15.88% [198600/1251000] [158.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002819] [CE 4.274 (4.402)] [KD 4.011 (4.105)] 2024-10-16 04:58:09,292 - Train: 15.88% [198650/1251000] [158.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002819] [CE 4.242 (4.468)] [KD 4.086 (4.165)] 2024-10-16 04:58:21,230 - Train: 15.88% [198700/1251000] [158.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002819] [CE 4.106 (4.381)] [KD 3.817 (4.114)] 2024-10-16 04:58:33,241 - Train: 15.89% [198750/1251000] [158.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002819] [CE 3.834 (4.432)] [KD 3.934 (4.115)] 2024-10-16 04:58:45,500 - Train: 15.89% [198800/1251000] [158.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002819] [CE 4.814 (4.448)] [KD 4.262 (4.075)] 2024-10-16 04:58:57,665 - Train: 15.90% [198850/1251000] [159.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002819] [CE 3.841 (4.401)] [KD 3.966 (4.085)] 2024-10-16 04:59:09,659 - Train: 15.90% [198900/1251000] [159.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002819] [CE 4.676 (4.344)] [KD 4.302 (4.037)] 2024-10-16 04:59:11,742 - ==> Total time: 13:45:52 Eta: 3 days, 0:48:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 04:59:25,612 - Train: 15.90% [198950/1251000] [159.0/1000.0] [batch_t 0.235 (0.303)] [data_t 0.009] [optim_t 0.226] [lr 0.002818] [CE 4.240 (4.352)] [KD 4.204 (4.078)] 2024-10-16 04:59:37,599 - Train: 15.91% [199000/1251000] [159.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002818] [CE 4.188 (4.383)] [KD 3.767 (4.060)] 2024-10-16 04:59:49,859 - Train: 15.91% [199050/1251000] [159.1/1000.0] [batch_t 0.446 (0.245)] [data_t 0.009] [optim_t 0.437] [lr 0.002818] [CE 4.197 (4.383)] [KD 3.896 (4.036)] 2024-10-16 05:00:02,282 - Train: 15.92% [199100/1251000] [159.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002818] [CE 4.237 (4.349)] [KD 3.861 (3.992)] 2024-10-16 05:00:14,019 - Train: 15.92% [199150/1251000] [159.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002818] [CE 4.625 (4.407)] [KD 3.899 (3.995)] 2024-10-16 05:00:25,877 - Train: 15.92% [199200/1251000] [159.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002818] [CE 5.021 (4.412)] [KD 4.441 (4.060)] 2024-10-16 05:00:37,920 - Train: 15.93% [199250/1251000] [159.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002818] [CE 4.044 (4.397)] [KD 3.689 (4.040)] 2024-10-16 05:00:50,269 - Train: 15.93% [199300/1251000] [159.3/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002818] [CE 4.601 (4.318)] [KD 4.141 (4.032)] 2024-10-16 05:01:02,471 - Train: 15.94% [199350/1251000] [159.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002818] [CE 3.541 (4.432)] [KD 3.858 (4.111)] 2024-10-16 05:01:14,521 - Train: 15.94% [199400/1251000] [159.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002818] [CE 4.359 (4.404)] [KD 4.103 (4.070)] 2024-10-16 05:01:26,430 - Train: 15.94% [199450/1251000] [159.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002818] [CE 4.516 (4.419)] [KD 4.011 (4.104)] 2024-10-16 05:01:38,442 - Train: 15.95% [199500/1251000] [159.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002818] [CE 4.234 (4.392)] [KD 4.018 (4.108)] 2024-10-16 05:01:50,758 - Train: 15.95% [199550/1251000] [159.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002817] [CE 4.526 (4.309)] [KD 4.057 (4.028)] 2024-10-16 05:02:02,708 - Train: 15.96% [199600/1251000] [159.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002817] [CE 4.592 (4.419)] [KD 4.155 (4.101)] 2024-10-16 05:02:14,855 - Train: 15.96% [199650/1251000] [159.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002817] [CE 3.801 (4.327)] [KD 3.934 (4.106)] 2024-10-16 05:02:27,262 - Train: 15.96% [199700/1251000] [159.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002817] [CE 4.096 (4.334)] [KD 4.234 (4.025)] 2024-10-16 05:02:39,175 - Train: 15.97% [199750/1251000] [159.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002817] [CE 4.593 (4.408)] [KD 4.146 (4.085)] 2024-10-16 05:02:51,127 - Train: 15.97% [199800/1251000] [159.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002817] [CE 4.653 (4.385)] [KD 4.011 (4.105)] 2024-10-16 05:03:03,140 - Train: 15.98% [199850/1251000] [159.8/1000.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.002817] [CE 4.496 (4.386)] [KD 4.153 (4.084)] 2024-10-16 05:03:15,559 - Train: 15.98% [199900/1251000] [159.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002817] [CE 4.383 (4.411)] [KD 4.075 (4.098)] 2024-10-16 05:03:27,430 - Train: 15.98% [199950/1251000] [159.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002817] [CE 4.210 (4.390)] [KD 3.930 (4.152)] 2024-10-16 05:03:39,647 - Train: 15.99% [200000/1251000] [159.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002817] [CE 4.422 (4.411)] [KD 4.135 (4.023)] 2024-10-16 05:03:51,738 - Train: 15.99% [200050/1251000] [159.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002817] [CE 4.305 (4.366)] [KD 3.941 (4.120)] 2024-10-16 05:04:03,970 - Train: 16.00% [200100/1251000] [160.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002816] [CE 3.904 (4.329)] [KD 4.089 (4.054)] 2024-10-16 05:04:15,904 - Train: 16.00% [200150/1251000] [160.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002816] [CE 3.961 (4.356)] [KD 3.841 (4.110)] 2024-10-16 05:04:30,221 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36248] [top5_cnt 45638] [top_all 50000] 2024-10-16 05:04:30,222 - net: 72.496 (91.276) 2024-10-16 05:04:42,310 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 38962] [top5_cnt 46988] [top_all 50000] 2024-10-16 05:04:42,311 - net_E: 77.924 (93.976) 2024-10-16 05:04:42,462 - Max [top1: 72.958 (epoch: 155)] [top1-ema: 77.928 (epoch: 155)] 2024-10-16 05:04:42,463 - ==> Total time: 13:51:23 Eta: 3 days, 0:44:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:04:55,926 - Train: 16.00% [200200/1251000] [160.0/1000.0] [batch_t 0.237 (0.303)] [data_t 0.009] [optim_t 0.228] [lr 0.002816] [CE 4.750 (4.391)] [KD 4.250 (4.040)] 2024-10-16 05:05:08,261 - Train: 16.01% [200250/1251000] [160.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002816] [CE 3.864 (4.358)] [KD 3.861 (4.031)] 2024-10-16 05:05:20,166 - Train: 16.01% [200300/1251000] [160.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002816] [CE 4.448 (4.405)] [KD 4.193 (4.081)] 2024-10-16 05:05:32,049 - Train: 16.02% [200350/1251000] [160.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002816] [CE 4.540 (4.344)] [KD 4.082 (4.039)] 2024-10-16 05:05:44,025 - Train: 16.02% [200400/1251000] [160.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002816] [CE 4.328 (4.404)] [KD 4.077 (3.975)] 2024-10-16 05:05:56,098 - Train: 16.02% [200450/1251000] [160.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002816] [CE 4.126 (4.410)] [KD 4.141 (4.067)] 2024-10-16 05:06:08,137 - Train: 16.03% [200500/1251000] [160.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002816] [CE 4.572 (4.442)] [KD 4.106 (4.156)] 2024-10-16 05:06:20,253 - Train: 16.03% [200550/1251000] [160.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002816] [CE 3.734 (4.403)] [KD 4.006 (4.070)] 2024-10-16 05:06:32,312 - Train: 16.04% [200600/1251000] [160.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002816] [CE 4.617 (4.417)] [KD 4.304 (4.137)] 2024-10-16 05:06:44,352 - Train: 16.04% [200650/1251000] [160.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002815] [CE 4.620 (4.504)] [KD 4.489 (4.206)] 2024-10-16 05:06:56,735 - Train: 16.04% [200700/1251000] [160.4/1000.0] [batch_t 0.330 (0.248)] [data_t 0.009] [optim_t 0.321] [lr 0.002815] [CE 4.330 (4.425)] [KD 4.234 (4.139)] 2024-10-16 05:07:09,112 - Train: 16.05% [200750/1251000] [160.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002815] [CE 4.643 (4.381)] [KD 4.205 (4.052)] 2024-10-16 05:07:21,680 - Train: 16.05% [200800/1251000] [160.5/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002815] [CE 3.899 (4.333)] [KD 3.830 (4.020)] 2024-10-16 05:07:34,404 - Train: 16.06% [200850/1251000] [160.6/1000.0] [batch_t 0.280 (0.254)] [data_t 0.009] [optim_t 0.271] [lr 0.002815] [CE 4.503 (4.427)] [KD 4.088 (4.070)] 2024-10-16 05:07:46,992 - Train: 16.06% [200900/1251000] [160.6/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002815] [CE 4.264 (4.425)] [KD 3.915 (4.083)] 2024-10-16 05:07:59,176 - Train: 16.06% [200950/1251000] [160.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002815] [CE 4.240 (4.348)] [KD 4.261 (4.025)] 2024-10-16 05:08:11,472 - Train: 16.07% [201000/1251000] [160.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002815] [CE 4.870 (4.464)] [KD 4.424 (4.169)] 2024-10-16 05:08:23,637 - Train: 16.07% [201050/1251000] [160.7/1000.0] [batch_t 0.416 (0.243)] [data_t 0.009] [optim_t 0.407] [lr 0.002815] [CE 3.598 (4.346)] [KD 4.021 (4.095)] 2024-10-16 05:08:35,717 - Train: 16.08% [201100/1251000] [160.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002815] [CE 4.579 (4.330)] [KD 4.067 (4.057)] 2024-10-16 05:08:47,824 - Train: 16.08% [201150/1251000] [160.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002815] [CE 3.976 (4.347)] [KD 3.768 (4.040)] 2024-10-16 05:08:59,797 - Train: 16.08% [201200/1251000] [160.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002814] [CE 4.858 (4.416)] [KD 4.501 (4.086)] 2024-10-16 05:09:11,848 - Train: 16.09% [201250/1251000] [160.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002814] [CE 4.816 (4.405)] [KD 4.094 (4.118)] 2024-10-16 05:09:23,801 - Train: 16.09% [201300/1251000] [160.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002814] [CE 4.207 (4.380)] [KD 3.953 (4.074)] 2024-10-16 05:09:35,911 - Train: 16.10% [201350/1251000] [161.0/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002814] [CE 4.214 (4.372)] [KD 4.443 (4.097)] 2024-10-16 05:09:48,165 - Train: 16.10% [201400/1251000] [161.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002814] [CE 4.366 (4.433)] [KD 4.293 (4.163)] 2024-10-16 05:09:50,722 - ==> Total time: 13:56:31 Eta: 3 days, 0:39:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:10:04,368 - Train: 16.10% [201450/1251000] [161.0/1000.0] [batch_t 0.238 (0.307)] [data_t 0.009] [optim_t 0.229] [lr 0.002814] [CE 4.335 (4.389)] [KD 4.155 (4.046)] 2024-10-16 05:10:16,399 - Train: 16.11% [201500/1251000] [161.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002814] [CE 4.797 (4.407)] [KD 4.102 (4.062)] 2024-10-16 05:10:28,424 - Train: 16.11% [201550/1251000] [161.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002814] [CE 4.554 (4.369)] [KD 4.005 (4.014)] 2024-10-16 05:10:40,553 - Train: 16.12% [201600/1251000] [161.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002814] [CE 4.182 (4.374)] [KD 3.996 (4.011)] 2024-10-16 05:10:52,506 - Train: 16.12% [201650/1251000] [161.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002814] [CE 4.094 (4.398)] [KD 3.954 (4.019)] 2024-10-16 05:11:04,232 - Train: 16.12% [201700/1251000] [161.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002814] [CE 4.726 (4.384)] [KD 4.181 (4.017)] 2024-10-16 05:11:16,392 - Train: 16.13% [201750/1251000] [161.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002813] [CE 4.464 (4.373)] [KD 4.125 (4.050)] 2024-10-16 05:11:28,943 - Train: 16.13% [201800/1251000] [161.3/1000.0] [batch_t 0.261 (0.251)] [data_t 0.009] [optim_t 0.252] [lr 0.002813] [CE 3.918 (4.375)] [KD 3.818 (3.991)] 2024-10-16 05:11:41,302 - Train: 16.14% [201850/1251000] [161.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002813] [CE 4.186 (4.469)] [KD 3.922 (4.077)] 2024-10-16 05:11:53,855 - Train: 16.14% [201900/1251000] [161.4/1000.0] [batch_t 0.269 (0.251)] [data_t 0.009] [optim_t 0.260] [lr 0.002813] [CE 4.316 (4.321)] [KD 4.227 (4.001)] 2024-10-16 05:12:06,033 - Train: 16.14% [201950/1251000] [161.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002813] [CE 4.234 (4.335)] [KD 3.909 (4.040)] 2024-10-16 05:12:17,886 - Train: 16.15% [202000/1251000] [161.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002813] [CE 4.481 (4.383)] [KD 4.108 (3.982)] 2024-10-16 05:12:30,005 - Train: 16.15% [202050/1251000] [161.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002813] [CE 4.541 (4.445)] [KD 3.961 (4.117)] 2024-10-16 05:12:42,320 - Train: 16.16% [202100/1251000] [161.6/1000.0] [batch_t 0.379 (0.246)] [data_t 0.009] [optim_t 0.370] [lr 0.002813] [CE 4.216 (4.391)] [KD 4.209 (4.082)] 2024-10-16 05:12:54,456 - Train: 16.16% [202150/1251000] [161.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002813] [CE 4.194 (4.305)] [KD 4.035 (4.020)] 2024-10-16 05:13:06,717 - Train: 16.16% [202200/1251000] [161.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002813] [CE 3.831 (4.355)] [KD 4.177 (4.109)] 2024-10-16 05:13:18,990 - Train: 16.17% [202250/1251000] [161.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002813] [CE 4.823 (4.419)] [KD 4.257 (4.090)] 2024-10-16 05:13:31,140 - Train: 16.17% [202300/1251000] [161.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002812] [CE 4.376 (4.402)] [KD 4.021 (3.987)] 2024-10-16 05:13:43,390 - Train: 16.18% [202350/1251000] [161.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002812] [CE 3.741 (4.350)] [KD 4.102 (4.044)] 2024-10-16 05:13:55,583 - Train: 16.18% [202400/1251000] [161.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002812] [CE 4.794 (4.341)] [KD 4.269 (4.030)] 2024-10-16 05:14:07,900 - Train: 16.18% [202450/1251000] [161.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002812] [CE 4.999 (4.478)] [KD 4.511 (4.136)] 2024-10-16 05:14:19,839 - Train: 16.19% [202500/1251000] [161.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002812] [CE 4.118 (4.392)] [KD 3.944 (4.155)] 2024-10-16 05:14:32,042 - Train: 16.19% [202550/1251000] [161.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002812] [CE 4.398 (4.450)] [KD 4.176 (4.104)] 2024-10-16 05:14:44,100 - Train: 16.20% [202600/1251000] [162.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002812] [CE 4.626 (4.421)] [KD 4.059 (4.103)] 2024-10-16 05:14:56,389 - Train: 16.20% [202650/1251000] [162.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002812] [CE 4.627 (4.408)] [KD 4.068 (4.090)] 2024-10-16 05:14:59,200 - ==> Total time: 14:01:39 Eta: 3 days, 0:33:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:15:12,946 - Train: 16.20% [202700/1251000] [162.0/1000.0] [batch_t 0.236 (0.321)] [data_t 0.009] [optim_t 0.227] [lr 0.002812] [CE 4.400 (4.432)] [KD 3.793 (4.087)] 2024-10-16 05:15:24,983 - Train: 16.21% [202750/1251000] [162.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002812] [CE 4.441 (4.371)] [KD 4.113 (4.067)] 2024-10-16 05:15:37,189 - Train: 16.21% [202800/1251000] [162.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002812] [CE 4.643 (4.446)] [KD 4.250 (4.076)] 2024-10-16 05:15:49,322 - Train: 16.22% [202850/1251000] [162.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002811] [CE 4.621 (4.365)] [KD 4.187 (4.053)] 2024-10-16 05:16:01,490 - Train: 16.22% [202900/1251000] [162.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002811] [CE 4.521 (4.392)] [KD 3.982 (4.006)] 2024-10-16 05:16:13,711 - Train: 16.22% [202950/1251000] [162.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002811] [CE 3.842 (4.345)] [KD 3.718 (4.015)] 2024-10-16 05:16:25,858 - Train: 16.23% [203000/1251000] [162.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002811] [CE 4.088 (4.354)] [KD 3.891 (4.031)] 2024-10-16 05:16:37,898 - Train: 16.23% [203050/1251000] [162.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002811] [CE 4.019 (4.391)] [KD 3.896 (4.032)] 2024-10-16 05:16:50,085 - Train: 16.24% [203100/1251000] [162.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002811] [CE 4.586 (4.352)] [KD 4.208 (4.012)] 2024-10-16 05:17:02,236 - Train: 16.24% [203150/1251000] [162.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002811] [CE 4.533 (4.398)] [KD 3.992 (4.048)] 2024-10-16 05:17:14,527 - Train: 16.24% [203200/1251000] [162.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002811] [CE 4.593 (4.323)] [KD 4.196 (4.052)] 2024-10-16 05:17:26,855 - Train: 16.25% [203250/1251000] [162.5/1000.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.002811] [CE 3.637 (4.356)] [KD 3.769 (4.127)] 2024-10-16 05:17:39,427 - Train: 16.25% [203300/1251000] [162.5/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002811] [CE 4.202 (4.371)] [KD 4.263 (4.111)] 2024-10-16 05:17:51,553 - Train: 16.25% [203350/1251000] [162.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002811] [CE 4.314 (4.365)] [KD 3.960 (4.069)] 2024-10-16 05:18:03,702 - Train: 16.26% [203400/1251000] [162.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002810] [CE 4.820 (4.336)] [KD 4.457 (4.099)] 2024-10-16 05:18:15,895 - Train: 16.26% [203450/1251000] [162.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002810] [CE 4.444 (4.389)] [KD 4.062 (4.147)] 2024-10-16 05:18:28,273 - Train: 16.27% [203500/1251000] [162.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002810] [CE 4.224 (4.360)] [KD 4.063 (4.088)] 2024-10-16 05:18:40,515 - Train: 16.27% [203550/1251000] [162.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002810] [CE 4.600 (4.412)] [KD 4.477 (4.121)] 2024-10-16 05:18:52,491 - Train: 16.27% [203600/1251000] [162.7/1000.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.002810] [CE 4.099 (4.342)] [KD 3.894 (4.123)] 2024-10-16 05:19:05,244 - Train: 16.28% [203650/1251000] [162.8/1000.0] [batch_t 0.287 (0.255)] [data_t 0.009] [optim_t 0.278] [lr 0.002810] [CE 4.208 (4.410)] [KD 4.039 (4.196)] 2024-10-16 05:19:17,688 - Train: 16.28% [203700/1251000] [162.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002810] [CE 4.254 (4.424)] [KD 4.075 (4.069)] 2024-10-16 05:19:29,909 - Train: 16.29% [203750/1251000] [162.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002810] [CE 4.057 (4.421)] [KD 3.845 (4.059)] 2024-10-16 05:19:42,460 - Train: 16.29% [203800/1251000] [162.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002810] [CE 4.306 (4.357)] [KD 4.029 (4.016)] 2024-10-16 05:19:54,602 - Train: 16.29% [203850/1251000] [162.9/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.002810] [CE 4.635 (4.397)] [KD 4.244 (4.025)] 2024-10-16 05:20:07,174 - Train: 16.30% [203900/1251000] [163.0/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002810] [CE 4.735 (4.415)] [KD 4.273 (4.120)] 2024-10-16 05:20:10,196 - ==> Total time: 14:06:50 Eta: 3 days, 0:28:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:20:23,105 - Train: 16.30% [203950/1251000] [163.0/1000.0] [batch_t 0.234 (0.309)] [data_t 0.009] [optim_t 0.225] [lr 0.002809] [CE 4.439 (4.366)] [KD 3.707 (4.039)] 2024-10-16 05:20:35,062 - Train: 16.31% [204000/1251000] [163.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002809] [CE 4.443 (4.432)] [KD 3.865 (4.044)] 2024-10-16 05:20:47,235 - Train: 16.31% [204050/1251000] [163.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002809] [CE 4.340 (4.410)] [KD 4.187 (4.099)] 2024-10-16 05:20:58,964 - Train: 16.31% [204100/1251000] [163.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002809] [CE 4.071 (4.382)] [KD 3.706 (4.005)] 2024-10-16 05:21:11,040 - Train: 16.32% [204150/1251000] [163.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002809] [CE 4.055 (4.401)] [KD 4.041 (4.008)] 2024-10-16 05:21:23,234 - Train: 16.32% [204200/1251000] [163.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002809] [CE 4.400 (4.327)] [KD 4.071 (4.116)] 2024-10-16 05:21:35,404 - Train: 16.33% [204250/1251000] [163.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002809] [CE 3.873 (4.345)] [KD 3.818 (4.091)] 2024-10-16 05:21:47,126 - Train: 16.33% [204300/1251000] [163.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002809] [CE 4.283 (4.374)] [KD 4.107 (4.113)] 2024-10-16 05:21:59,039 - Train: 16.33% [204350/1251000] [163.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002809] [CE 3.963 (4.349)] [KD 3.893 (4.071)] 2024-10-16 05:22:10,818 - Train: 16.34% [204400/1251000] [163.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002809] [CE 4.355 (4.410)] [KD 4.030 (4.021)] 2024-10-16 05:22:23,086 - Train: 16.34% [204450/1251000] [163.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002809] [CE 4.560 (4.354)] [KD 4.174 (4.034)] 2024-10-16 05:22:35,168 - Train: 16.35% [204500/1251000] [163.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002808] [CE 4.298 (4.422)] [KD 4.256 (4.100)] 2024-10-16 05:22:47,251 - Train: 16.35% [204550/1251000] [163.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002808] [CE 4.106 (4.376)] [KD 4.124 (4.141)] 2024-10-16 05:22:59,144 - Train: 16.35% [204600/1251000] [163.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002808] [CE 4.581 (4.421)] [KD 3.899 (4.135)] 2024-10-16 05:23:11,075 - Train: 16.36% [204650/1251000] [163.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002808] [CE 4.542 (4.364)] [KD 4.151 (3.997)] 2024-10-16 05:23:22,946 - Train: 16.36% [204700/1251000] [163.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002808] [CE 4.883 (4.378)] [KD 4.365 (4.076)] 2024-10-16 05:23:35,014 - Train: 16.37% [204750/1251000] [163.7/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002808] [CE 4.218 (4.402)] [KD 3.829 (4.069)] 2024-10-16 05:23:47,230 - Train: 16.37% [204800/1251000] [163.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002808] [CE 4.409 (4.364)] [KD 4.032 (4.095)] 2024-10-16 05:23:59,352 - Train: 16.37% [204850/1251000] [163.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002808] [CE 3.802 (4.332)] [KD 3.907 (4.022)] 2024-10-16 05:24:11,159 - Train: 16.38% [204900/1251000] [163.8/1000.0] [batch_t 0.264 (0.236)] [data_t 0.009] [optim_t 0.255] [lr 0.002808] [CE 4.461 (4.440)] [KD 4.046 (4.100)] 2024-10-16 05:24:23,331 - Train: 16.38% [204950/1251000] [163.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002808] [CE 4.789 (4.385)] [KD 4.003 (4.065)] 2024-10-16 05:24:35,766 - Train: 16.39% [205000/1251000] [163.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002808] [CE 4.181 (4.416)] [KD 3.804 (4.153)] 2024-10-16 05:24:47,722 - Train: 16.39% [205050/1251000] [163.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002807] [CE 4.444 (4.431)] [KD 4.142 (4.077)] 2024-10-16 05:24:59,862 - Train: 16.39% [205100/1251000] [163.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002807] [CE 4.194 (4.393)] [KD 4.035 (4.086)] 2024-10-16 05:25:12,345 - Train: 16.40% [205150/1251000] [164.0/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002807] [CE 4.623 (4.427)] [KD 4.200 (4.126)] 2024-10-16 05:25:15,610 - ==> Total time: 14:11:56 Eta: 3 days, 0:22:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:25:28,475 - Train: 16.40% [205200/1251000] [164.0/1000.0] [batch_t 0.236 (0.307)] [data_t 0.009] [optim_t 0.228] [lr 0.002807] [CE 4.064 (4.447)] [KD 3.882 (4.091)] 2024-10-16 05:25:40,235 - Train: 16.41% [205250/1251000] [164.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002807] [CE 4.548 (4.360)] [KD 4.176 (4.029)] 2024-10-16 05:25:52,372 - Train: 16.41% [205300/1251000] [164.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002807] [CE 4.060 (4.373)] [KD 3.847 (4.050)] 2024-10-16 05:26:04,345 - Train: 16.41% [205350/1251000] [164.1/1000.0] [batch_t 0.343 (0.239)] [data_t 0.009] [optim_t 0.334] [lr 0.002807] [CE 4.642 (4.340)] [KD 4.011 (4.066)] 2024-10-16 05:26:16,829 - Train: 16.42% [205400/1251000] [164.2/1000.0] [batch_t 0.435 (0.250)] [data_t 0.009] [optim_t 0.426] [lr 0.002807] [CE 4.709 (4.378)] [KD 4.298 (4.112)] 2024-10-16 05:26:29,436 - Train: 16.42% [205450/1251000] [164.2/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002807] [CE 4.680 (4.424)] [KD 4.066 (4.136)] 2024-10-16 05:26:41,484 - Train: 16.43% [205500/1251000] [164.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002807] [CE 4.493 (4.437)] [KD 4.135 (4.066)] 2024-10-16 05:26:53,728 - Train: 16.43% [205550/1251000] [164.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002807] [CE 4.078 (4.415)] [KD 3.648 (4.066)] 2024-10-16 05:27:06,417 - Train: 16.43% [205600/1251000] [164.3/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002806] [CE 4.911 (4.346)] [KD 4.349 (4.030)] 2024-10-16 05:27:18,586 - Train: 16.44% [205650/1251000] [164.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002806] [CE 4.590 (4.403)] [KD 4.299 (4.135)] 2024-10-16 05:27:31,217 - Train: 16.44% [205700/1251000] [164.4/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002806] [CE 4.583 (4.391)] [KD 4.179 (4.112)] 2024-10-16 05:27:42,980 - Train: 16.45% [205750/1251000] [164.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002806] [CE 4.930 (4.421)] [KD 4.269 (4.125)] 2024-10-16 05:27:55,345 - Train: 16.45% [205800/1251000] [164.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002806] [CE 4.182 (4.324)] [KD 4.069 (4.093)] 2024-10-16 05:28:07,762 - Train: 16.45% [205850/1251000] [164.5/1000.0] [batch_t 0.430 (0.248)] [data_t 0.009] [optim_t 0.421] [lr 0.002806] [CE 4.370 (4.351)] [KD 4.101 (4.040)] 2024-10-16 05:28:19,740 - Train: 16.46% [205900/1251000] [164.6/1000.0] [batch_t 0.273 (0.239)] [data_t 0.009] [optim_t 0.265] [lr 0.002806] [CE 4.365 (4.449)] [KD 4.076 (4.101)] 2024-10-16 05:28:32,148 - Train: 16.46% [205950/1251000] [164.6/1000.0] [batch_t 0.255 (0.248)] [data_t 0.009] [optim_t 0.246] [lr 0.002806] [CE 4.004 (4.403)] [KD 3.762 (4.089)] 2024-10-16 05:28:44,301 - Train: 16.47% [206000/1251000] [164.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002806] [CE 4.642 (4.369)] [KD 4.031 (4.096)] 2024-10-16 05:28:56,465 - Train: 16.47% [206050/1251000] [164.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002806] [CE 4.326 (4.430)] [KD 4.157 (4.111)] 2024-10-16 05:29:08,635 - Train: 16.47% [206100/1251000] [164.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002806] [CE 4.154 (4.422)] [KD 4.261 (4.096)] 2024-10-16 05:29:20,784 - Train: 16.48% [206150/1251000] [164.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002805] [CE 4.636 (4.392)] [KD 4.092 (4.031)] 2024-10-16 05:29:33,090 - Train: 16.48% [206200/1251000] [164.8/1000.0] [batch_t 0.306 (0.246)] [data_t 0.009] [optim_t 0.297] [lr 0.002805] [CE 4.543 (4.362)] [KD 3.883 (3.999)] 2024-10-16 05:29:45,629 - Train: 16.49% [206250/1251000] [164.9/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002805] [CE 4.238 (4.402)] [KD 3.909 (4.022)] 2024-10-16 05:29:57,844 - Train: 16.49% [206300/1251000] [164.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002805] [CE 4.208 (4.313)] [KD 3.925 (4.048)] 2024-10-16 05:30:10,741 - Train: 16.49% [206350/1251000] [164.9/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.227] [lr 0.002805] [CE 4.817 (4.429)] [KD 4.048 (4.117)] 2024-10-16 05:30:22,937 - Train: 16.50% [206400/1251000] [165.0/1000.0] [batch_t 0.253 (0.244)] [data_t 0.017] [optim_t 0.236] [lr 0.002805] [CE 4.026 (4.348)] [KD 4.101 (3.997)] 2024-10-16 05:30:38,638 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36578] [top5_cnt 45836] [top_all 50000] 2024-10-16 05:30:38,638 - net: 73.156 (91.672) 2024-10-16 05:30:50,694 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 39033] [top5_cnt 46994] [top_all 50000] 2024-10-16 05:30:50,694 - net_E: 78.066 (93.988) 2024-10-16 05:30:50,838 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.066 (epoch: 165)] 2024-10-16 05:30:50,839 - ==> Total time: 14:17:31 Eta: 3 days, 0:19:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:31:06,098 - Train: 16.50% [206450/1251000] [165.0/1000.0] [batch_t 0.234 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.002805] [CE 4.663 (4.326)] [KD 4.253 (3.981)] 2024-10-16 05:31:18,106 - Train: 16.51% [206500/1251000] [165.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002805] [CE 4.996 (4.361)] [KD 4.301 (3.984)] 2024-10-16 05:31:29,981 - Train: 16.51% [206550/1251000] [165.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002805] [CE 4.138 (4.411)] [KD 4.330 (4.074)] 2024-10-16 05:31:41,931 - Train: 16.51% [206600/1251000] [165.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002805] [CE 4.035 (4.370)] [KD 3.908 (4.051)] 2024-10-16 05:31:54,246 - Train: 16.52% [206650/1251000] [165.2/1000.0] [batch_t 0.311 (0.246)] [data_t 0.009] [optim_t 0.302] [lr 0.002804] [CE 4.118 (4.387)] [KD 3.843 (3.988)] 2024-10-16 05:32:06,114 - Train: 16.52% [206700/1251000] [165.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002804] [CE 4.674 (4.343)] [KD 3.984 (3.966)] 2024-10-16 05:32:17,918 - Train: 16.53% [206750/1251000] [165.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002804] [CE 4.439 (4.326)] [KD 3.942 (4.030)] 2024-10-16 05:32:29,806 - Train: 16.53% [206800/1251000] [165.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002804] [CE 4.648 (4.433)] [KD 3.866 (4.037)] 2024-10-16 05:32:41,841 - Train: 16.53% [206850/1251000] [165.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002804] [CE 4.536 (4.340)] [KD 4.117 (4.000)] 2024-10-16 05:32:53,899 - Train: 16.54% [206900/1251000] [165.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002804] [CE 4.220 (4.373)] [KD 3.761 (3.995)] 2024-10-16 05:33:05,951 - Train: 16.54% [206950/1251000] [165.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002804] [CE 4.217 (4.370)] [KD 3.756 (3.941)] 2024-10-16 05:33:17,874 - Train: 16.55% [207000/1251000] [165.5/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002804] [CE 4.681 (4.387)] [KD 4.369 (3.981)] 2024-10-16 05:33:29,895 - Train: 16.55% [207050/1251000] [165.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002804] [CE 4.118 (4.424)] [KD 4.032 (4.095)] 2024-10-16 05:33:41,755 - Train: 16.55% [207100/1251000] [165.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002804] [CE 4.700 (4.475)] [KD 4.245 (4.068)] 2024-10-16 05:33:53,862 - Train: 16.56% [207150/1251000] [165.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002804] [CE 4.558 (4.466)] [KD 3.990 (4.107)] 2024-10-16 05:34:05,834 - Train: 16.56% [207200/1251000] [165.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002803] [CE 4.153 (4.364)] [KD 3.916 (4.026)] 2024-10-16 05:34:17,806 - Train: 16.57% [207250/1251000] [165.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002803] [CE 4.293 (4.445)] [KD 4.060 (4.118)] 2024-10-16 05:34:29,861 - Train: 16.57% [207300/1251000] [165.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002803] [CE 4.491 (4.401)] [KD 4.119 (4.158)] 2024-10-16 05:34:42,112 - Train: 16.57% [207350/1251000] [165.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002803] [CE 4.476 (4.430)] [KD 3.985 (4.080)] 2024-10-16 05:34:54,357 - Train: 16.58% [207400/1251000] [165.8/1000.0] [batch_t 0.272 (0.245)] [data_t 0.009] [optim_t 0.263] [lr 0.002803] [CE 4.230 (4.376)] [KD 4.135 (4.047)] 2024-10-16 05:35:06,617 - Train: 16.58% [207450/1251000] [165.8/1000.0] [batch_t 0.281 (0.245)] [data_t 0.009] [optim_t 0.272] [lr 0.002803] [CE 4.249 (4.316)] [KD 3.949 (4.028)] 2024-10-16 05:35:18,921 - Train: 16.59% [207500/1251000] [165.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002803] [CE 4.600 (4.451)] [KD 4.408 (4.132)] 2024-10-16 05:35:31,134 - Train: 16.59% [207550/1251000] [165.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002803] [CE 4.298 (4.367)] [KD 4.098 (4.059)] 2024-10-16 05:35:43,310 - Train: 16.59% [207600/1251000] [165.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002803] [CE 3.712 (4.370)] [KD 3.740 (4.027)] 2024-10-16 05:35:55,511 - Train: 16.60% [207650/1251000] [166.0/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002803] [CE 4.661 (4.357)] [KD 4.205 (4.043)] 2024-10-16 05:35:59,259 - ==> Total time: 14:22:39 Eta: 3 days, 0:14:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:36:11,839 - Train: 16.60% [207700/1251000] [166.0/1000.0] [batch_t 0.241 (0.333)] [data_t 0.009] [optim_t 0.232] [lr 0.002803] [CE 4.005 (4.307)] [KD 3.616 (4.054)] 2024-10-16 05:36:23,624 - Train: 16.61% [207750/1251000] [166.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002802] [CE 4.925 (4.421)] [KD 4.131 (4.089)] 2024-10-16 05:36:35,805 - Train: 16.61% [207800/1251000] [166.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002802] [CE 4.395 (4.398)] [KD 4.031 (4.098)] 2024-10-16 05:36:48,035 - Train: 16.61% [207850/1251000] [166.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002802] [CE 3.965 (4.435)] [KD 3.954 (4.170)] 2024-10-16 05:37:00,112 - Train: 16.62% [207900/1251000] [166.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002802] [CE 3.819 (4.278)] [KD 3.701 (4.036)] 2024-10-16 05:37:12,061 - Train: 16.62% [207950/1251000] [166.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002802] [CE 4.282 (4.425)] [KD 4.138 (4.079)] 2024-10-16 05:37:23,994 - Train: 16.63% [208000/1251000] [166.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002802] [CE 4.395 (4.379)] [KD 3.879 (3.998)] 2024-10-16 05:37:36,265 - Train: 16.63% [208050/1251000] [166.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002802] [CE 4.439 (4.332)] [KD 3.846 (3.987)] 2024-10-16 05:37:48,408 - Train: 16.63% [208100/1251000] [166.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002802] [CE 4.034 (4.404)] [KD 3.810 (4.058)] 2024-10-16 05:38:00,648 - Train: 16.64% [208150/1251000] [166.4/1000.0] [batch_t 0.366 (0.245)] [data_t 0.009] [optim_t 0.357] [lr 0.002802] [CE 3.994 (4.427)] [KD 3.945 (4.078)] 2024-10-16 05:38:12,725 - Train: 16.64% [208200/1251000] [166.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002802] [CE 4.647 (4.361)] [KD 4.571 (4.032)] 2024-10-16 05:38:24,734 - Train: 16.65% [208250/1251000] [166.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002802] [CE 4.209 (4.408)] [KD 4.032 (4.049)] 2024-10-16 05:38:37,001 - Train: 16.65% [208300/1251000] [166.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002801] [CE 4.572 (4.427)] [KD 4.077 (4.088)] 2024-10-16 05:38:49,152 - Train: 16.65% [208350/1251000] [166.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002801] [CE 4.509 (4.372)] [KD 4.057 (4.009)] 2024-10-16 05:39:01,101 - Train: 16.66% [208400/1251000] [166.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002801] [CE 4.533 (4.362)] [KD 4.067 (4.013)] 2024-10-16 05:39:13,170 - Train: 16.66% [208450/1251000] [166.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002801] [CE 4.142 (4.421)] [KD 4.149 (4.095)] 2024-10-16 05:39:25,369 - Train: 16.67% [208500/1251000] [166.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002801] [CE 3.977 (4.365)] [KD 3.710 (4.085)] 2024-10-16 05:39:37,192 - Train: 16.67% [208550/1251000] [166.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002801] [CE 4.348 (4.359)] [KD 4.013 (3.992)] 2024-10-16 05:39:49,387 - Train: 16.67% [208600/1251000] [166.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002801] [CE 3.735 (4.387)] [KD 3.803 (4.012)] 2024-10-16 05:40:01,712 - Train: 16.68% [208650/1251000] [166.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002801] [CE 4.559 (4.352)] [KD 3.904 (4.047)] 2024-10-16 05:40:13,990 - Train: 16.68% [208700/1251000] [166.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002801] [CE 4.181 (4.368)] [KD 3.845 (4.032)] 2024-10-16 05:40:26,008 - Train: 16.69% [208750/1251000] [166.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002801] [CE 4.373 (4.349)] [KD 4.084 (4.112)] 2024-10-16 05:40:38,332 - Train: 16.69% [208800/1251000] [166.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002800] [CE 4.565 (4.383)] [KD 4.089 (4.027)] 2024-10-16 05:40:50,422 - Train: 16.69% [208850/1251000] [166.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002800] [CE 4.349 (4.378)] [KD 4.221 (4.124)] 2024-10-16 05:41:02,762 - Train: 16.70% [208900/1251000] [167.0/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002800] [CE 4.709 (4.400)] [KD 4.111 (4.048)] 2024-10-16 05:41:06,882 - ==> Total time: 14:27:47 Eta: 3 days, 0:08:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:41:19,076 - Train: 16.70% [208950/1251000] [167.0/1000.0] [batch_t 0.235 (0.325)] [data_t 0.009] [optim_t 0.226] [lr 0.002800] [CE 3.928 (4.351)] [KD 3.725 (4.031)] 2024-10-16 05:41:31,021 - Train: 16.71% [209000/1251000] [167.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002800] [CE 4.640 (4.351)] [KD 4.179 (4.007)] 2024-10-16 05:41:42,836 - Train: 16.71% [209050/1251000] [167.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002800] [CE 4.144 (4.375)] [KD 3.802 (4.142)] 2024-10-16 05:41:55,199 - Train: 16.71% [209100/1251000] [167.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002800] [CE 4.604 (4.385)] [KD 3.936 (4.012)] 2024-10-16 05:42:07,162 - Train: 16.72% [209150/1251000] [167.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002800] [CE 4.499 (4.371)] [KD 4.098 (3.975)] 2024-10-16 05:42:18,965 - Train: 16.72% [209200/1251000] [167.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002800] [CE 4.560 (4.360)] [KD 4.306 (4.042)] 2024-10-16 05:42:30,825 - Train: 16.73% [209250/1251000] [167.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002800] [CE 4.398 (4.389)] [KD 4.187 (4.077)] 2024-10-16 05:42:43,106 - Train: 16.73% [209300/1251000] [167.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002800] [CE 4.773 (4.363)] [KD 4.307 (4.012)] 2024-10-16 05:42:55,115 - Train: 16.73% [209350/1251000] [167.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002799] [CE 4.644 (4.366)] [KD 4.272 (4.134)] 2024-10-16 05:43:07,122 - Train: 16.74% [209400/1251000] [167.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002799] [CE 4.802 (4.348)] [KD 4.493 (4.116)] 2024-10-16 05:43:19,331 - Train: 16.74% [209450/1251000] [167.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002799] [CE 4.637 (4.449)] [KD 4.237 (4.153)] 2024-10-16 05:43:31,583 - Train: 16.75% [209500/1251000] [167.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002799] [CE 4.506 (4.367)] [KD 4.114 (4.081)] 2024-10-16 05:43:43,633 - Train: 16.75% [209550/1251000] [167.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002799] [CE 4.348 (4.337)] [KD 4.318 (4.106)] 2024-10-16 05:43:56,025 - Train: 16.75% [209600/1251000] [167.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002799] [CE 3.996 (4.347)] [KD 3.901 (4.056)] 2024-10-16 05:44:08,140 - Train: 16.76% [209650/1251000] [167.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002799] [CE 4.148 (4.403)] [KD 3.921 (4.035)] 2024-10-16 05:44:20,246 - Train: 16.76% [209700/1251000] [167.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002799] [CE 4.286 (4.379)] [KD 4.015 (4.077)] 2024-10-16 05:44:32,515 - Train: 16.77% [209750/1251000] [167.7/1000.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.273] [lr 0.002799] [CE 4.752 (4.348)] [KD 4.266 (4.032)] 2024-10-16 05:44:44,580 - Train: 16.77% [209800/1251000] [167.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002799] [CE 4.161 (4.397)] [KD 4.079 (4.055)] 2024-10-16 05:44:56,690 - Train: 16.77% [209850/1251000] [167.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002799] [CE 4.058 (4.347)] [KD 4.056 (4.101)] 2024-10-16 05:45:09,041 - Train: 16.78% [209900/1251000] [167.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002798] [CE 4.055 (4.321)] [KD 3.850 (4.025)] 2024-10-16 05:45:21,134 - Train: 16.78% [209950/1251000] [167.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002798] [CE 4.726 (4.373)] [KD 4.163 (4.013)] 2024-10-16 05:45:33,056 - Train: 16.79% [210000/1251000] [167.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002798] [CE 3.694 (4.431)] [KD 3.591 (4.116)] 2024-10-16 05:45:45,179 - Train: 16.79% [210050/1251000] [167.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002798] [CE 4.265 (4.445)] [KD 4.036 (4.115)] 2024-10-16 05:45:57,397 - Train: 16.79% [210100/1251000] [167.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002798] [CE 4.512 (4.315)] [KD 4.130 (4.008)] 2024-10-16 05:46:09,561 - Train: 16.80% [210150/1251000] [168.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002798] [CE 3.647 (4.329)] [KD 3.694 (3.966)] 2024-10-16 05:46:13,802 - ==> Total time: 14:32:54 Eta: 3 days, 0:02:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:46:25,252 - Train: 16.80% [210200/1251000] [168.0/1000.0] [batch_t 0.316 (0.313)] [data_t 0.009] [optim_t 0.307] [lr 0.002798] [CE 3.975 (4.407)] [KD 3.866 (4.149)] 2024-10-16 05:46:37,183 - Train: 16.81% [210250/1251000] [168.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002798] [CE 4.081 (4.308)] [KD 3.984 (4.022)] 2024-10-16 05:46:49,767 - Train: 16.81% [210300/1251000] [168.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002798] [CE 4.789 (4.406)] [KD 4.135 (4.045)] 2024-10-16 05:47:01,739 - Train: 16.81% [210350/1251000] [168.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002798] [CE 4.592 (4.421)] [KD 4.221 (4.090)] 2024-10-16 05:47:13,778 - Train: 16.82% [210400/1251000] [168.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002797] [CE 4.325 (4.399)] [KD 4.081 (3.970)] 2024-10-16 05:47:25,998 - Train: 16.82% [210450/1251000] [168.2/1000.0] [batch_t 0.288 (0.244)] [data_t 0.009] [optim_t 0.279] [lr 0.002797] [CE 4.572 (4.391)] [KD 3.931 (4.065)] 2024-10-16 05:47:38,136 - Train: 16.83% [210500/1251000] [168.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002797] [CE 4.688 (4.358)] [KD 4.135 (4.051)] 2024-10-16 05:47:50,398 - Train: 16.83% [210550/1251000] [168.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002797] [CE 4.772 (4.418)] [KD 4.330 (4.072)] 2024-10-16 05:48:02,456 - Train: 16.83% [210600/1251000] [168.3/1000.0] [batch_t 0.272 (0.241)] [data_t 0.009] [optim_t 0.263] [lr 0.002797] [CE 4.989 (4.395)] [KD 4.200 (4.063)] 2024-10-16 05:48:14,528 - Train: 16.84% [210650/1251000] [168.4/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.002797] [CE 4.033 (4.281)] [KD 3.735 (4.022)] 2024-10-16 05:48:26,709 - Train: 16.84% [210700/1251000] [168.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002797] [CE 4.470 (4.416)] [KD 4.171 (4.081)] 2024-10-16 05:48:38,709 - Train: 16.85% [210750/1251000] [168.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002797] [CE 4.590 (4.342)] [KD 4.202 (3.969)] 2024-10-16 05:48:50,965 - Train: 16.85% [210800/1251000] [168.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002797] [CE 4.381 (4.319)] [KD 3.900 (4.069)] 2024-10-16 05:49:02,901 - Train: 16.85% [210850/1251000] [168.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002797] [CE 4.597 (4.402)] [KD 4.196 (4.038)] 2024-10-16 05:49:14,913 - Train: 16.86% [210900/1251000] [168.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002797] [CE 4.948 (4.397)] [KD 4.315 (4.071)] 2024-10-16 05:49:26,980 - Train: 16.86% [210950/1251000] [168.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002796] [CE 4.666 (4.375)] [KD 3.954 (4.051)] 2024-10-16 05:49:39,043 - Train: 16.87% [211000/1251000] [168.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002796] [CE 4.479 (4.389)] [KD 3.947 (4.050)] 2024-10-16 05:49:50,857 - Train: 16.87% [211050/1251000] [168.7/1000.0] [batch_t 0.273 (0.236)] [data_t 0.009] [optim_t 0.264] [lr 0.002796] [CE 4.325 (4.455)] [KD 3.997 (4.104)] 2024-10-16 05:50:03,389 - Train: 16.87% [211100/1251000] [168.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002796] [CE 4.529 (4.335)] [KD 4.171 (4.031)] 2024-10-16 05:50:15,561 - Train: 16.88% [211150/1251000] [168.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002796] [CE 4.910 (4.386)] [KD 4.518 (4.131)] 2024-10-16 05:50:27,762 - Train: 16.88% [211200/1251000] [168.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002796] [CE 4.414 (4.392)] [KD 4.240 (4.085)] 2024-10-16 05:50:40,214 - Train: 16.89% [211250/1251000] [168.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002796] [CE 4.591 (4.332)] [KD 4.129 (4.124)] 2024-10-16 05:50:52,344 - Train: 16.89% [211300/1251000] [168.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002796] [CE 3.741 (4.338)] [KD 3.689 (4.024)] 2024-10-16 05:51:04,477 - Train: 16.89% [211350/1251000] [168.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002796] [CE 4.528 (4.393)] [KD 4.274 (4.108)] 2024-10-16 05:51:16,577 - Train: 16.90% [211400/1251000] [169.0/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002796] [CE 5.010 (4.351)] [KD 4.496 (4.067)] 2024-10-16 05:51:21,218 - ==> Total time: 14:38:01 Eta: 2 days, 23:57:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:51:32,013 - Train: 16.90% [211450/1251000] [169.0/1000.0] [batch_t 0.235 (0.307)] [data_t 0.009] [optim_t 0.226] [lr 0.002796] [CE 4.054 (4.315)] [KD 3.731 (3.948)] 2024-10-16 05:51:44,354 - Train: 16.91% [211500/1251000] [169.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002795] [CE 4.145 (4.475)] [KD 3.732 (4.075)] 2024-10-16 05:51:56,363 - Train: 16.91% [211550/1251000] [169.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002795] [CE 4.468 (4.383)] [KD 4.200 (4.079)] 2024-10-16 05:52:08,130 - Train: 16.91% [211600/1251000] [169.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002795] [CE 4.426 (4.387)] [KD 3.990 (3.969)] 2024-10-16 05:52:20,199 - Train: 16.92% [211650/1251000] [169.2/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002795] [CE 4.278 (4.435)] [KD 4.012 (4.082)] 2024-10-16 05:52:32,279 - Train: 16.92% [211700/1251000] [169.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002795] [CE 3.903 (4.319)] [KD 3.898 (4.020)] 2024-10-16 05:52:44,045 - Train: 16.93% [211750/1251000] [169.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002795] [CE 4.744 (4.441)] [KD 4.147 (4.134)] 2024-10-16 05:52:55,981 - Train: 16.93% [211800/1251000] [169.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002795] [CE 4.200 (4.349)] [KD 3.789 (4.028)] 2024-10-16 05:53:08,047 - Train: 16.93% [211850/1251000] [169.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002795] [CE 4.539 (4.374)] [KD 3.887 (3.978)] 2024-10-16 05:53:19,925 - Train: 16.94% [211900/1251000] [169.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002795] [CE 4.457 (4.328)] [KD 4.014 (4.001)] 2024-10-16 05:53:31,928 - Train: 16.94% [211950/1251000] [169.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002795] [CE 4.869 (4.382)] [KD 4.091 (3.991)] 2024-10-16 05:53:44,029 - Train: 16.95% [212000/1251000] [169.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.742 (4.408)] [KD 4.159 (4.042)] 2024-10-16 05:53:55,976 - Train: 16.95% [212050/1251000] [169.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.481 (4.406)] [KD 4.350 (4.078)] 2024-10-16 05:54:08,038 - Train: 16.95% [212100/1251000] [169.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002794] [CE 4.241 (4.459)] [KD 4.132 (4.088)] 2024-10-16 05:54:20,110 - Train: 16.96% [212150/1251000] [169.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.720 (4.339)] [KD 4.088 (4.039)] 2024-10-16 05:54:31,842 - Train: 16.96% [212200/1251000] [169.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.670 (4.433)] [KD 4.099 (4.013)] 2024-10-16 05:54:43,780 - Train: 16.97% [212250/1251000] [169.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002794] [CE 4.395 (4.380)] [KD 4.041 (4.081)] 2024-10-16 05:54:55,957 - Train: 16.97% [212300/1251000] [169.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002794] [CE 4.601 (4.364)] [KD 4.005 (4.064)] 2024-10-16 05:55:07,847 - Train: 16.97% [212350/1251000] [169.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.320 (4.408)] [KD 3.871 (4.051)] 2024-10-16 05:55:19,686 - Train: 16.98% [212400/1251000] [169.8/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002794] [CE 4.361 (4.353)] [KD 3.887 (4.021)] 2024-10-16 05:55:31,979 - Train: 16.98% [212450/1251000] [169.8/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002794] [CE 3.623 (4.400)] [KD 3.578 (4.038)] 2024-10-16 05:55:43,912 - Train: 16.99% [212500/1251000] [169.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002794] [CE 4.070 (4.337)] [KD 4.082 (4.005)] 2024-10-16 05:55:55,750 - Train: 16.99% [212550/1251000] [169.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002793] [CE 4.169 (4.422)] [KD 3.750 (4.079)] 2024-10-16 05:56:07,911 - Train: 16.99% [212600/1251000] [169.9/1000.0] [batch_t 0.331 (0.243)] [data_t 0.009] [optim_t 0.322] [lr 0.002793] [CE 4.647 (4.372)] [KD 4.226 (4.028)] 2024-10-16 05:56:20,076 - Train: 17.00% [212650/1251000] [170.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002793] [CE 4.766 (4.339)] [KD 4.324 (4.041)] 2024-10-16 05:56:37,279 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 36322] [top5_cnt 45697] [top_all 50000] 2024-10-16 05:56:37,279 - net: 72.644 (91.394) 2024-10-16 05:56:49,751 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39076] [top5_cnt 47014] [top_all 50000] 2024-10-16 05:56:49,751 - net_E: 78.152 (94.028) 2024-10-16 05:56:49,903 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.152 (epoch: 170)] 2024-10-16 05:56:49,903 - ==> Total time: 14:43:30 Eta: 2 days, 23:53:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 05:57:02,714 - Train: 17.00% [212700/1251000] [170.0/1000.0] [batch_t 0.236 (0.284)] [data_t 0.009] [optim_t 0.227] [lr 0.002793] [CE 4.354 (4.359)] [KD 3.845 (4.100)] 2024-10-16 05:57:14,674 - Train: 17.01% [212750/1251000] [170.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002793] [CE 4.260 (4.421)] [KD 3.976 (4.042)] 2024-10-16 05:57:26,776 - Train: 17.01% [212800/1251000] [170.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002793] [CE 4.463 (4.369)] [KD 3.841 (4.014)] 2024-10-16 05:57:38,771 - Train: 17.01% [212850/1251000] [170.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002793] [CE 4.475 (4.420)] [KD 4.380 (4.084)] 2024-10-16 05:57:50,901 - Train: 17.02% [212900/1251000] [170.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002793] [CE 3.950 (4.365)] [KD 3.917 (4.076)] 2024-10-16 05:58:02,855 - Train: 17.02% [212950/1251000] [170.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002793] [CE 4.930 (4.353)] [KD 4.195 (4.008)] 2024-10-16 05:58:14,810 - Train: 17.03% [213000/1251000] [170.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002793] [CE 4.111 (4.305)] [KD 4.154 (4.043)] 2024-10-16 05:58:26,702 - Train: 17.03% [213050/1251000] [170.3/1000.0] [batch_t 0.376 (0.238)] [data_t 0.009] [optim_t 0.367] [lr 0.002792] [CE 3.932 (4.413)] [KD 3.913 (4.089)] 2024-10-16 05:58:38,690 - Train: 17.03% [213100/1251000] [170.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002792] [CE 4.054 (4.376)] [KD 3.907 (4.008)] 2024-10-16 05:58:50,544 - Train: 17.04% [213150/1251000] [170.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002792] [CE 4.676 (4.359)] [KD 4.099 (4.044)] 2024-10-16 05:59:02,558 - Train: 17.04% [213200/1251000] [170.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002792] [CE 4.485 (4.354)] [KD 4.324 (4.043)] 2024-10-16 05:59:14,459 - Train: 17.05% [213250/1251000] [170.5/1000.0] [batch_t 0.279 (0.238)] [data_t 0.055] [optim_t 0.223] [lr 0.002792] [CE 3.901 (4.400)] [KD 3.704 (4.023)] 2024-10-16 05:59:26,731 - Train: 17.05% [213300/1251000] [170.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002792] [CE 3.858 (4.438)] [KD 3.767 (4.018)] 2024-10-16 05:59:38,668 - Train: 17.05% [213350/1251000] [170.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002792] [CE 4.689 (4.414)] [KD 3.947 (3.997)] 2024-10-16 05:59:50,675 - Train: 17.06% [213400/1251000] [170.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002792] [CE 4.472 (4.354)] [KD 4.060 (4.037)] 2024-10-16 06:00:02,882 - Train: 17.06% [213450/1251000] [170.6/1000.0] [batch_t 0.360 (0.244)] [data_t 0.009] [optim_t 0.351] [lr 0.002792] [CE 4.421 (4.408)] [KD 4.153 (4.100)] 2024-10-16 06:00:14,987 - Train: 17.07% [213500/1251000] [170.7/1000.0] [batch_t 0.370 (0.242)] [data_t 0.009] [optim_t 0.361] [lr 0.002792] [CE 4.454 (4.412)] [KD 4.059 (4.089)] 2024-10-16 06:00:26,871 - Train: 17.07% [213550/1251000] [170.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002792] [CE 4.330 (4.390)] [KD 4.120 (4.039)] 2024-10-16 06:00:39,096 - Train: 17.07% [213600/1251000] [170.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002791] [CE 4.915 (4.340)] [KD 4.179 (3.955)] 2024-10-16 06:00:51,106 - Train: 17.08% [213650/1251000] [170.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002791] [CE 4.043 (4.274)] [KD 3.990 (3.926)] 2024-10-16 06:01:03,446 - Train: 17.08% [213700/1251000] [170.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002791] [CE 3.890 (4.374)] [KD 3.839 (4.048)] 2024-10-16 06:01:15,284 - Train: 17.09% [213750/1251000] [170.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002791] [CE 4.306 (4.403)] [KD 4.213 (4.081)] 2024-10-16 06:01:27,245 - Train: 17.09% [213800/1251000] [170.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002791] [CE 4.511 (4.405)] [KD 3.892 (4.134)] 2024-10-16 06:01:39,221 - Train: 17.09% [213850/1251000] [170.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002791] [CE 4.225 (4.412)] [KD 3.883 (4.114)] 2024-10-16 06:01:51,051 - Train: 17.10% [213900/1251000] [171.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002791] [CE 4.311 (4.439)] [KD 3.999 (4.052)] 2024-10-16 06:01:55,992 - ==> Total time: 14:48:36 Eta: 2 days, 23:47:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:02:07,083 - Train: 17.10% [213950/1251000] [171.0/1000.0] [batch_t 0.236 (0.330)] [data_t 0.009] [optim_t 0.228] [lr 0.002791] [CE 4.097 (4.269)] [KD 3.999 (4.016)] 2024-10-16 06:02:19,194 - Train: 17.11% [214000/1251000] [171.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002791] [CE 4.477 (4.451)] [KD 3.914 (4.071)] 2024-10-16 06:02:31,261 - Train: 17.11% [214050/1251000] [171.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002791] [CE 4.670 (4.432)] [KD 4.204 (4.049)] 2024-10-16 06:02:43,073 - Train: 17.11% [214100/1251000] [171.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002790] [CE 4.625 (4.356)] [KD 4.308 (4.016)] 2024-10-16 06:02:55,162 - Train: 17.12% [214150/1251000] [171.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002790] [CE 4.786 (4.296)] [KD 4.304 (4.038)] 2024-10-16 06:03:07,365 - Train: 17.12% [214200/1251000] [171.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002790] [CE 4.377 (4.444)] [KD 4.071 (4.067)] 2024-10-16 06:03:19,471 - Train: 17.13% [214250/1251000] [171.3/1000.0] [batch_t 0.380 (0.242)] [data_t 0.009] [optim_t 0.371] [lr 0.002790] [CE 4.273 (4.397)] [KD 3.856 (4.073)] 2024-10-16 06:03:31,629 - Train: 17.13% [214300/1251000] [171.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002790] [CE 4.280 (4.352)] [KD 4.107 (3.999)] 2024-10-16 06:03:43,656 - Train: 17.13% [214350/1251000] [171.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002790] [CE 4.260 (4.328)] [KD 3.919 (4.003)] 2024-10-16 06:03:55,574 - Train: 17.14% [214400/1251000] [171.4/1000.0] [batch_t 0.316 (0.238)] [data_t 0.009] [optim_t 0.307] [lr 0.002790] [CE 4.079 (4.484)] [KD 3.744 (4.094)] 2024-10-16 06:04:07,664 - Train: 17.14% [214450/1251000] [171.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002790] [CE 4.166 (4.399)] [KD 4.189 (4.057)] 2024-10-16 06:04:19,949 - Train: 17.15% [214500/1251000] [171.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002790] [CE 4.064 (4.364)] [KD 4.050 (4.019)] 2024-10-16 06:04:31,843 - Train: 17.15% [214550/1251000] [171.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002790] [CE 4.171 (4.408)] [KD 3.962 (4.109)] 2024-10-16 06:04:44,228 - Train: 17.15% [214600/1251000] [171.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002790] [CE 4.365 (4.410)] [KD 3.906 (4.081)] 2024-10-16 06:04:56,095 - Train: 17.16% [214650/1251000] [171.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002789] [CE 4.002 (4.351)] [KD 4.044 (4.040)] 2024-10-16 06:05:08,027 - Train: 17.16% [214700/1251000] [171.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002789] [CE 4.156 (4.381)] [KD 4.120 (4.091)] 2024-10-16 06:05:20,263 - Train: 17.17% [214750/1251000] [171.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002789] [CE 4.257 (4.379)] [KD 3.973 (3.984)] 2024-10-16 06:05:32,321 - Train: 17.17% [214800/1251000] [171.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002789] [CE 4.198 (4.424)] [KD 3.785 (4.055)] 2024-10-16 06:05:44,373 - Train: 17.17% [214850/1251000] [171.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002789] [CE 4.102 (4.412)] [KD 4.051 (4.091)] 2024-10-16 06:05:56,685 - Train: 17.18% [214900/1251000] [171.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002789] [CE 4.217 (4.335)] [KD 4.124 (4.147)] 2024-10-16 06:06:08,952 - Train: 17.18% [214950/1251000] [171.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002789] [CE 4.975 (4.419)] [KD 4.562 (4.101)] 2024-10-16 06:06:21,045 - Train: 17.19% [215000/1251000] [171.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002789] [CE 4.430 (4.403)] [KD 3.908 (4.008)] 2024-10-16 06:06:33,355 - Train: 17.19% [215050/1251000] [171.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002789] [CE 4.825 (4.395)] [KD 3.884 (4.009)] 2024-10-16 06:06:45,396 - Train: 17.19% [215100/1251000] [171.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002789] [CE 4.008 (4.404)] [KD 3.925 (4.101)] 2024-10-16 06:06:57,588 - Train: 17.20% [215150/1251000] [172.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002788] [CE 4.018 (4.383)] [KD 3.952 (4.095)] 2024-10-16 06:07:02,950 - ==> Total time: 14:53:43 Eta: 2 days, 23:42:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:07:15,460 - Train: 17.20% [215200/1251000] [172.0/1000.0] [batch_t 0.334 (0.283)] [data_t 0.009] [optim_t 0.325] [lr 0.002788] [CE 4.624 (4.394)] [KD 4.075 (4.037)] 2024-10-16 06:07:27,243 - Train: 17.21% [215250/1251000] [172.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002788] [CE 4.738 (4.347)] [KD 4.216 (4.092)] 2024-10-16 06:07:39,735 - Train: 17.21% [215300/1251000] [172.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002788] [CE 4.364 (4.322)] [KD 3.960 (4.032)] 2024-10-16 06:07:51,973 - Train: 17.21% [215350/1251000] [172.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002788] [CE 4.021 (4.375)] [KD 3.667 (4.017)] 2024-10-16 06:08:04,156 - Train: 17.22% [215400/1251000] [172.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002788] [CE 4.197 (4.364)] [KD 3.883 (3.954)] 2024-10-16 06:08:16,240 - Train: 17.22% [215450/1251000] [172.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002788] [CE 4.381 (4.410)] [KD 3.901 (4.104)] 2024-10-16 06:08:28,447 - Train: 17.23% [215500/1251000] [172.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002788] [CE 4.903 (4.437)] [KD 4.168 (4.064)] 2024-10-16 06:08:40,472 - Train: 17.23% [215550/1251000] [172.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002788] [CE 4.138 (4.337)] [KD 3.894 (4.019)] 2024-10-16 06:08:52,627 - Train: 17.23% [215600/1251000] [172.3/1000.0] [batch_t 0.275 (0.243)] [data_t 0.009] [optim_t 0.266] [lr 0.002788] [CE 4.088 (4.340)] [KD 3.798 (4.049)] 2024-10-16 06:09:04,894 - Train: 17.24% [215650/1251000] [172.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002788] [CE 4.476 (4.381)] [KD 4.096 (4.036)] 2024-10-16 06:09:17,338 - Train: 17.24% [215700/1251000] [172.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002787] [CE 4.130 (4.382)] [KD 3.886 (4.089)] 2024-10-16 06:09:29,403 - Train: 17.25% [215750/1251000] [172.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002787] [CE 3.821 (4.316)] [KD 3.761 (3.988)] 2024-10-16 06:09:41,734 - Train: 17.25% [215800/1251000] [172.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002787] [CE 4.609 (4.352)] [KD 4.291 (3.935)] 2024-10-16 06:09:53,787 - Train: 17.25% [215850/1251000] [172.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002787] [CE 4.162 (4.400)] [KD 3.902 (4.027)] 2024-10-16 06:10:06,132 - Train: 17.26% [215900/1251000] [172.6/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.002787] [CE 4.496 (4.334)] [KD 4.232 (4.017)] 2024-10-16 06:10:18,524 - Train: 17.26% [215950/1251000] [172.6/1000.0] [batch_t 0.314 (0.248)] [data_t 0.009] [optim_t 0.306] [lr 0.002787] [CE 3.909 (4.304)] [KD 3.950 (3.994)] 2024-10-16 06:10:31,126 - Train: 17.27% [216000/1251000] [172.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002787] [CE 4.287 (4.385)] [KD 4.191 (4.129)] 2024-10-16 06:10:43,010 - Train: 17.27% [216050/1251000] [172.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002787] [CE 4.415 (4.391)] [KD 4.111 (4.074)] 2024-10-16 06:10:55,290 - Train: 17.27% [216100/1251000] [172.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002787] [CE 4.504 (4.351)] [KD 3.908 (3.996)] 2024-10-16 06:11:07,612 - Train: 17.28% [216150/1251000] [172.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002787] [CE 4.107 (4.363)] [KD 3.912 (4.062)] 2024-10-16 06:11:20,058 - Train: 17.28% [216200/1251000] [172.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002786] [CE 4.561 (4.373)] [KD 4.217 (3.989)] 2024-10-16 06:11:32,207 - Train: 17.29% [216250/1251000] [172.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002786] [CE 4.553 (4.320)] [KD 4.108 (4.044)] 2024-10-16 06:11:44,681 - Train: 17.29% [216300/1251000] [172.9/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002786] [CE 4.870 (4.403)] [KD 4.387 (4.062)] 2024-10-16 06:11:56,910 - Train: 17.29% [216350/1251000] [172.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002786] [CE 4.120 (4.365)] [KD 4.041 (4.095)] 2024-10-16 06:12:09,159 - Train: 17.30% [216400/1251000] [173.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002786] [CE 4.094 (4.404)] [KD 3.875 (4.125)] 2024-10-16 06:12:14,598 - ==> Total time: 14:58:55 Eta: 2 days, 23:37:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:12:25,233 - Train: 17.30% [216450/1251000] [173.0/1000.0] [batch_t 0.233 (0.347)] [data_t 0.009] [optim_t 0.224] [lr 0.002786] [CE 4.960 (4.338)] [KD 4.062 (3.999)] 2024-10-16 06:12:37,197 - Train: 17.31% [216500/1251000] [173.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002786] [CE 4.094 (4.336)] [KD 4.083 (3.979)] 2024-10-16 06:12:49,662 - Train: 17.31% [216550/1251000] [173.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002786] [CE 4.405 (4.363)] [KD 3.885 (3.992)] 2024-10-16 06:13:01,652 - Train: 17.31% [216600/1251000] [173.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002786] [CE 4.571 (4.367)] [KD 4.089 (3.974)] 2024-10-16 06:13:13,585 - Train: 17.32% [216650/1251000] [173.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002786] [CE 4.416 (4.323)] [KD 4.095 (3.992)] 2024-10-16 06:13:25,927 - Train: 17.32% [216700/1251000] [173.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002785] [CE 4.841 (4.378)] [KD 4.216 (4.018)] 2024-10-16 06:13:37,732 - Train: 17.33% [216750/1251000] [173.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002785] [CE 4.454 (4.349)] [KD 4.202 (4.057)] 2024-10-16 06:13:49,972 - Train: 17.33% [216800/1251000] [173.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002785] [CE 4.467 (4.315)] [KD 3.985 (4.027)] 2024-10-16 06:14:02,038 - Train: 17.33% [216850/1251000] [173.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002785] [CE 4.010 (4.341)] [KD 3.977 (3.927)] 2024-10-16 06:14:13,953 - Train: 17.34% [216900/1251000] [173.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002785] [CE 4.336 (4.403)] [KD 4.022 (4.095)] 2024-10-16 06:14:25,967 - Train: 17.34% [216950/1251000] [173.4/1000.0] [batch_t 0.370 (0.240)] [data_t 0.009] [optim_t 0.361] [lr 0.002785] [CE 4.478 (4.382)] [KD 4.246 (4.050)] 2024-10-16 06:14:37,989 - Train: 17.35% [217000/1251000] [173.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002785] [CE 4.695 (4.413)] [KD 4.398 (4.127)] 2024-10-16 06:14:49,852 - Train: 17.35% [217050/1251000] [173.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002785] [CE 4.652 (4.474)] [KD 4.101 (4.148)] 2024-10-16 06:15:02,020 - Train: 17.35% [217100/1251000] [173.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002785] [CE 4.553 (4.377)] [KD 4.252 (4.073)] 2024-10-16 06:15:14,011 - Train: 17.36% [217150/1251000] [173.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002785] [CE 4.303 (4.394)] [KD 4.349 (4.009)] 2024-10-16 06:15:26,030 - Train: 17.36% [217200/1251000] [173.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002785] [CE 3.647 (4.392)] [KD 3.867 (4.100)] 2024-10-16 06:15:38,022 - Train: 17.37% [217250/1251000] [173.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002784] [CE 3.964 (4.412)] [KD 3.863 (4.151)] 2024-10-16 06:15:50,014 - Train: 17.37% [217300/1251000] [173.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002784] [CE 4.184 (4.399)] [KD 3.819 (4.100)] 2024-10-16 06:16:01,843 - Train: 17.37% [217350/1251000] [173.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002784] [CE 4.010 (4.381)] [KD 3.762 (4.060)] 2024-10-16 06:16:13,970 - Train: 17.38% [217400/1251000] [173.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002784] [CE 4.030 (4.323)] [KD 4.092 (3.980)] 2024-10-16 06:16:25,880 - Train: 17.38% [217450/1251000] [173.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002784] [CE 4.594 (4.459)] [KD 4.339 (4.141)] 2024-10-16 06:16:37,918 - Train: 17.39% [217500/1251000] [173.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002784] [CE 4.393 (4.324)] [KD 4.064 (3.973)] 2024-10-16 06:16:49,871 - Train: 17.39% [217550/1251000] [173.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002784] [CE 4.786 (4.381)] [KD 4.084 (4.077)] 2024-10-16 06:17:01,745 - Train: 17.39% [217600/1251000] [173.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002784] [CE 4.421 (4.386)] [KD 4.371 (4.141)] 2024-10-16 06:17:13,642 - Train: 17.40% [217650/1251000] [174.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002784] [CE 3.907 (4.424)] [KD 3.977 (4.189)] 2024-10-16 06:17:19,510 - ==> Total time: 15:04:00 Eta: 2 days, 23:31:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:17:29,906 - Train: 17.40% [217700/1251000] [174.0/1000.0] [batch_t 0.234 (0.351)] [data_t 0.009] [optim_t 0.225] [lr 0.002784] [CE 4.815 (4.404)] [KD 4.104 (4.027)] 2024-10-16 06:17:41,840 - Train: 17.41% [217750/1251000] [174.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002783] [CE 3.871 (4.428)] [KD 3.787 (4.036)] 2024-10-16 06:17:53,780 - Train: 17.41% [217800/1251000] [174.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002783] [CE 4.202 (4.352)] [KD 3.975 (4.036)] 2024-10-16 06:18:06,122 - Train: 17.41% [217850/1251000] [174.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002783] [CE 4.089 (4.378)] [KD 4.039 (4.115)] 2024-10-16 06:18:18,039 - Train: 17.42% [217900/1251000] [174.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002783] [CE 4.340 (4.362)] [KD 4.050 (4.070)] 2024-10-16 06:18:30,263 - Train: 17.42% [217950/1251000] [174.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002783] [CE 4.245 (4.441)] [KD 4.161 (4.137)] 2024-10-16 06:18:42,402 - Train: 17.43% [218000/1251000] [174.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002783] [CE 4.053 (4.355)] [KD 3.833 (3.980)] 2024-10-16 06:18:54,492 - Train: 17.43% [218050/1251000] [174.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002783] [CE 4.596 (4.259)] [KD 4.054 (4.022)] 2024-10-16 06:19:06,907 - Train: 17.43% [218100/1251000] [174.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002783] [CE 4.366 (4.331)] [KD 3.843 (4.024)] 2024-10-16 06:19:18,818 - Train: 17.44% [218150/1251000] [174.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002783] [CE 5.151 (4.435)] [KD 4.282 (4.067)] 2024-10-16 06:19:30,718 - Train: 17.44% [218200/1251000] [174.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002783] [CE 4.349 (4.333)] [KD 4.153 (4.053)] 2024-10-16 06:19:42,856 - Train: 17.45% [218250/1251000] [174.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002782] [CE 4.829 (4.404)] [KD 4.372 (4.033)] 2024-10-16 06:19:55,118 - Train: 17.45% [218300/1251000] [174.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.002782] [CE 4.347 (4.444)] [KD 4.273 (4.122)] 2024-10-16 06:20:07,189 - Train: 17.45% [218350/1251000] [174.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002782] [CE 3.649 (4.352)] [KD 3.583 (4.001)] 2024-10-16 06:20:19,362 - Train: 17.46% [218400/1251000] [174.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002782] [CE 4.186 (4.396)] [KD 4.111 (4.000)] 2024-10-16 06:20:31,405 - Train: 17.46% [218450/1251000] [174.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002782] [CE 4.246 (4.335)] [KD 3.699 (4.021)] 2024-10-16 06:20:43,561 - Train: 17.47% [218500/1251000] [174.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002782] [CE 4.543 (4.416)] [KD 4.267 (4.081)] 2024-10-16 06:20:55,721 - Train: 17.47% [218550/1251000] [174.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002782] [CE 4.608 (4.361)] [KD 4.270 (4.030)] 2024-10-16 06:21:07,839 - Train: 17.47% [218600/1251000] [174.7/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.002782] [CE 4.413 (4.397)] [KD 4.125 (4.080)] 2024-10-16 06:21:20,103 - Train: 17.48% [218650/1251000] [174.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002782] [CE 4.315 (4.313)] [KD 4.052 (3.945)] 2024-10-16 06:21:32,369 - Train: 17.48% [218700/1251000] [174.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002782] [CE 4.250 (4.470)] [KD 4.003 (4.052)] 2024-10-16 06:21:45,014 - Train: 17.49% [218750/1251000] [174.9/1000.0] [batch_t 0.279 (0.253)] [data_t 0.009] [optim_t 0.270] [lr 0.002782] [CE 4.353 (4.479)] [KD 4.193 (4.128)] 2024-10-16 06:21:57,523 - Train: 17.49% [218800/1251000] [174.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002781] [CE 4.577 (4.387)] [KD 4.306 (4.071)] 2024-10-16 06:22:09,810 - Train: 17.49% [218850/1251000] [174.9/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.002781] [CE 4.529 (4.401)] [KD 4.198 (4.104)] 2024-10-16 06:22:22,523 - Train: 17.50% [218900/1251000] [175.0/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.002781] [CE 4.248 (4.349)] [KD 3.950 (4.090)] 2024-10-16 06:22:40,711 - Test (net): 100.00% [50/50] [batch_t 0.090 (0.242)] [top1_cnt 36468] [top5_cnt 45726] [top_all 50000] 2024-10-16 06:22:40,711 - net: 72.936 (91.452) 2024-10-16 06:22:52,752 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39101] [top5_cnt 47015] [top_all 50000] 2024-10-16 06:22:52,752 - net_E: 78.202 (94.030) 2024-10-16 06:22:52,890 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.202 (epoch: 175)] 2024-10-16 06:22:52,890 - ==> Total time: 15:09:33 Eta: 2 days, 23:27:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:23:04,262 - Train: 17.50% [218950/1251000] [175.0/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.002781] [CE 4.682 (4.396)] [KD 4.185 (4.033)] 2024-10-16 06:23:16,507 - Train: 17.51% [219000/1251000] [175.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002781] [CE 4.205 (4.320)] [KD 3.963 (3.966)] 2024-10-16 06:23:28,354 - Train: 17.51% [219050/1251000] [175.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002781] [CE 4.491 (4.356)] [KD 4.142 (3.957)] 2024-10-16 06:23:40,549 - Train: 17.51% [219100/1251000] [175.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002781] [CE 4.418 (4.327)] [KD 4.221 (3.974)] 2024-10-16 06:23:52,741 - Train: 17.52% [219150/1251000] [175.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002781] [CE 4.054 (4.407)] [KD 3.841 (4.043)] 2024-10-16 06:24:04,851 - Train: 17.52% [219200/1251000] [175.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002781] [CE 4.627 (4.394)] [KD 4.040 (4.126)] 2024-10-16 06:24:16,618 - Train: 17.53% [219250/1251000] [175.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002781] [CE 4.223 (4.375)] [KD 3.655 (4.006)] 2024-10-16 06:24:28,592 - Train: 17.53% [219300/1251000] [175.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002780] [CE 3.908 (4.399)] [KD 3.765 (4.056)] 2024-10-16 06:24:40,517 - Train: 17.53% [219350/1251000] [175.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002780] [CE 4.575 (4.483)] [KD 4.060 (4.116)] 2024-10-16 06:24:52,650 - Train: 17.54% [219400/1251000] [175.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002780] [CE 4.651 (4.450)] [KD 4.091 (4.148)] 2024-10-16 06:25:04,867 - Train: 17.54% [219450/1251000] [175.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002780] [CE 4.454 (4.367)] [KD 4.057 (4.063)] 2024-10-16 06:25:16,933 - Train: 17.55% [219500/1251000] [175.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002780] [CE 4.526 (4.375)] [KD 4.114 (4.068)] 2024-10-16 06:25:28,879 - Train: 17.55% [219550/1251000] [175.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002780] [CE 3.994 (4.331)] [KD 3.823 (4.026)] 2024-10-16 06:25:41,045 - Train: 17.55% [219600/1251000] [175.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002780] [CE 4.071 (4.392)] [KD 3.767 (4.057)] 2024-10-16 06:25:52,922 - Train: 17.56% [219650/1251000] [175.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002780] [CE 4.295 (4.348)] [KD 4.013 (4.015)] 2024-10-16 06:26:05,160 - Train: 17.56% [219700/1251000] [175.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002780] [CE 4.107 (4.367)] [KD 3.847 (4.056)] 2024-10-16 06:26:17,307 - Train: 17.57% [219750/1251000] [175.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002780] [CE 4.062 (4.357)] [KD 4.143 (4.098)] 2024-10-16 06:26:29,645 - Train: 17.57% [219800/1251000] [175.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002779] [CE 4.197 (4.405)] [KD 3.812 (4.074)] 2024-10-16 06:26:41,516 - Train: 17.57% [219850/1251000] [175.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002779] [CE 4.241 (4.326)] [KD 4.122 (4.054)] 2024-10-16 06:26:53,599 - Train: 17.58% [219900/1251000] [175.8/1000.0] [batch_t 0.377 (0.242)] [data_t 0.009] [optim_t 0.368] [lr 0.002779] [CE 4.146 (4.452)] [KD 3.986 (4.097)] 2024-10-16 06:27:05,501 - Train: 17.58% [219950/1251000] [175.8/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002779] [CE 4.494 (4.405)] [KD 4.004 (4.077)] 2024-10-16 06:27:18,112 - Train: 17.59% [220000/1251000] [175.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002779] [CE 4.438 (4.383)] [KD 4.168 (4.090)] 2024-10-16 06:27:29,923 - Train: 17.59% [220050/1251000] [175.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002779] [CE 4.426 (4.375)] [KD 4.112 (4.040)] 2024-10-16 06:27:42,067 - Train: 17.59% [220100/1251000] [175.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002779] [CE 3.754 (4.450)] [KD 3.665 (4.062)] 2024-10-16 06:27:54,248 - Train: 17.60% [220150/1251000] [176.0/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002779] [CE 4.172 (4.412)] [KD 3.956 (3.990)] 2024-10-16 06:28:00,696 - ==> Total time: 15:14:41 Eta: 2 days, 23:22:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:28:10,437 - Train: 17.60% [220200/1251000] [176.0/1000.0] [batch_t 0.431 (0.354)] [data_t 0.009] [optim_t 0.422] [lr 0.002779] [CE 4.548 (4.449)] [KD 3.929 (3.982)] 2024-10-16 06:28:22,419 - Train: 17.61% [220250/1251000] [176.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002779] [CE 4.769 (4.401)] [KD 4.049 (4.046)] 2024-10-16 06:28:34,739 - Train: 17.61% [220300/1251000] [176.1/1000.0] [batch_t 0.449 (0.246)] [data_t 0.009] [optim_t 0.440] [lr 0.002778] [CE 4.223 (4.348)] [KD 3.794 (3.966)] 2024-10-16 06:28:46,532 - Train: 17.61% [220350/1251000] [176.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002778] [CE 3.968 (4.377)] [KD 4.037 (4.035)] 2024-10-16 06:28:58,669 - Train: 17.62% [220400/1251000] [176.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002778] [CE 4.639 (4.417)] [KD 3.968 (3.994)] 2024-10-16 06:29:10,860 - Train: 17.62% [220450/1251000] [176.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002778] [CE 4.366 (4.282)] [KD 3.995 (3.905)] 2024-10-16 06:29:22,863 - Train: 17.63% [220500/1251000] [176.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002778] [CE 4.771 (4.378)] [KD 4.324 (3.990)] 2024-10-16 06:29:34,635 - Train: 17.63% [220550/1251000] [176.3/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002778] [CE 4.379 (4.417)] [KD 3.769 (4.022)] 2024-10-16 06:29:46,461 - Train: 17.63% [220600/1251000] [176.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002778] [CE 4.446 (4.352)] [KD 4.051 (4.047)] 2024-10-16 06:29:58,912 - Train: 17.64% [220650/1251000] [176.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002778] [CE 4.664 (4.479)] [KD 4.359 (4.153)] 2024-10-16 06:30:11,084 - Train: 17.64% [220700/1251000] [176.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002778] [CE 4.864 (4.440)] [KD 4.173 (4.090)] 2024-10-16 06:30:23,550 - Train: 17.65% [220750/1251000] [176.5/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002778] [CE 4.638 (4.342)] [KD 3.960 (4.080)] 2024-10-16 06:30:35,412 - Train: 17.65% [220800/1251000] [176.5/1000.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.002778] [CE 4.559 (4.419)] [KD 4.178 (4.075)] 2024-10-16 06:30:47,648 - Train: 17.65% [220850/1251000] [176.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002777] [CE 4.677 (4.445)] [KD 4.199 (4.069)] 2024-10-16 06:31:00,001 - Train: 17.66% [220900/1251000] [176.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002777] [CE 3.728 (4.338)] [KD 3.454 (4.008)] 2024-10-16 06:31:12,011 - Train: 17.66% [220950/1251000] [176.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002777] [CE 4.113 (4.328)] [KD 3.863 (3.940)] 2024-10-16 06:31:24,150 - Train: 17.67% [221000/1251000] [176.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002777] [CE 4.735 (4.415)] [KD 4.202 (4.114)] 2024-10-16 06:31:36,429 - Train: 17.67% [221050/1251000] [176.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002777] [CE 4.477 (4.383)] [KD 4.129 (4.096)] 2024-10-16 06:31:48,467 - Train: 17.67% [221100/1251000] [176.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002777] [CE 3.920 (4.344)] [KD 3.791 (4.074)] 2024-10-16 06:32:00,654 - Train: 17.68% [221150/1251000] [176.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002777] [CE 4.624 (4.441)] [KD 4.112 (4.056)] 2024-10-16 06:32:12,771 - Train: 17.68% [221200/1251000] [176.8/1000.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.002777] [CE 4.315 (4.282)] [KD 4.185 (3.927)] 2024-10-16 06:32:24,874 - Train: 17.69% [221250/1251000] [176.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002777] [CE 4.446 (4.404)] [KD 4.104 (4.040)] 2024-10-16 06:32:36,791 - Train: 17.69% [221300/1251000] [176.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002777] [CE 4.216 (4.397)] [KD 4.101 (4.032)] 2024-10-16 06:32:48,683 - Train: 17.69% [221350/1251000] [176.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002776] [CE 4.133 (4.278)] [KD 3.716 (4.002)] 2024-10-16 06:33:00,792 - Train: 17.70% [221400/1251000] [177.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002776] [CE 4.286 (4.356)] [KD 3.829 (4.058)] 2024-10-16 06:33:07,295 - ==> Total time: 15:19:47 Eta: 2 days, 23:16:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:33:16,430 - Train: 17.70% [221450/1251000] [177.0/1000.0] [batch_t 0.234 (0.339)] [data_t 0.009] [optim_t 0.225] [lr 0.002776] [CE 4.519 (4.320)] [KD 4.006 (4.065)] 2024-10-16 06:33:28,133 - Train: 17.71% [221500/1251000] [177.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002776] [CE 4.451 (4.296)] [KD 4.009 (3.987)] 2024-10-16 06:33:40,420 - Train: 17.71% [221550/1251000] [177.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002776] [CE 5.036 (4.400)] [KD 4.221 (4.030)] 2024-10-16 06:33:52,168 - Train: 17.71% [221600/1251000] [177.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002776] [CE 3.838 (4.396)] [KD 3.728 (4.055)] 2024-10-16 06:34:04,474 - Train: 17.72% [221650/1251000] [177.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002776] [CE 4.499 (4.396)] [KD 4.370 (4.063)] 2024-10-16 06:34:16,449 - Train: 17.72% [221700/1251000] [177.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002776] [CE 4.059 (4.437)] [KD 3.896 (4.045)] 2024-10-16 06:34:28,593 - Train: 17.73% [221750/1251000] [177.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002776] [CE 4.724 (4.406)] [KD 3.966 (4.027)] 2024-10-16 06:34:40,474 - Train: 17.73% [221800/1251000] [177.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002776] [CE 4.454 (4.414)] [KD 4.240 (4.066)] 2024-10-16 06:34:52,716 - Train: 17.73% [221850/1251000] [177.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002775] [CE 4.514 (4.396)] [KD 4.132 (4.087)] 2024-10-16 06:35:04,613 - Train: 17.74% [221900/1251000] [177.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002775] [CE 4.322 (4.340)] [KD 4.080 (4.067)] 2024-10-16 06:35:16,817 - Train: 17.74% [221950/1251000] [177.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002775] [CE 4.287 (4.346)] [KD 4.354 (4.041)] 2024-10-16 06:35:28,947 - Train: 17.75% [222000/1251000] [177.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002775] [CE 4.917 (4.414)] [KD 4.440 (4.094)] 2024-10-16 06:35:40,918 - Train: 17.75% [222050/1251000] [177.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002775] [CE 4.570 (4.319)] [KD 4.281 (4.063)] 2024-10-16 06:35:52,965 - Train: 17.75% [222100/1251000] [177.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002775] [CE 4.886 (4.343)] [KD 4.445 (3.991)] 2024-10-16 06:36:05,047 - Train: 17.76% [222150/1251000] [177.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002775] [CE 4.249 (4.342)] [KD 3.774 (3.965)] 2024-10-16 06:36:17,126 - Train: 17.76% [222200/1251000] [177.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002775] [CE 3.869 (4.393)] [KD 3.843 (3.977)] 2024-10-16 06:36:29,035 - Train: 17.77% [222250/1251000] [177.7/1000.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002775] [CE 4.803 (4.366)] [KD 4.298 (4.044)] 2024-10-16 06:36:41,334 - Train: 17.77% [222300/1251000] [177.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002775] [CE 4.695 (4.510)] [KD 3.899 (4.152)] 2024-10-16 06:36:53,328 - Train: 17.77% [222350/1251000] [177.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002774] [CE 4.744 (4.353)] [KD 4.401 (4.037)] 2024-10-16 06:37:05,047 - Train: 17.78% [222400/1251000] [177.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002774] [CE 4.745 (4.338)] [KD 4.071 (4.011)] 2024-10-16 06:37:17,070 - Train: 17.78% [222450/1251000] [177.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002774] [CE 4.128 (4.435)] [KD 3.903 (4.062)] 2024-10-16 06:37:28,912 - Train: 17.79% [222500/1251000] [177.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002774] [CE 3.818 (4.379)] [KD 3.820 (4.115)] 2024-10-16 06:37:40,929 - Train: 17.79% [222550/1251000] [177.9/1000.0] [batch_t 0.370 (0.240)] [data_t 0.009] [optim_t 0.361] [lr 0.002774] [CE 4.641 (4.383)] [KD 4.062 (4.053)] 2024-10-16 06:37:52,966 - Train: 17.79% [222600/1251000] [177.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002774] [CE 3.679 (4.354)] [KD 3.799 (4.033)] 2024-10-16 06:38:05,098 - Train: 17.80% [222650/1251000] [178.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002774] [CE 4.571 (4.396)] [KD 4.307 (4.093)] 2024-10-16 06:38:11,777 - ==> Total time: 15:24:52 Eta: 2 days, 23:11:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:38:21,263 - Train: 17.80% [222700/1251000] [178.0/1000.0] [batch_t 0.234 (0.374)] [data_t 0.009] [optim_t 0.225] [lr 0.002774] [CE 5.091 (4.287)] [KD 4.233 (4.014)] 2024-10-16 06:38:33,245 - Train: 17.81% [222750/1251000] [178.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002774] [CE 4.130 (4.334)] [KD 3.896 (3.984)] 2024-10-16 06:38:45,485 - Train: 17.81% [222800/1251000] [178.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002774] [CE 3.989 (4.324)] [KD 3.652 (4.008)] 2024-10-16 06:38:57,424 - Train: 17.81% [222850/1251000] [178.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002773] [CE 4.417 (4.428)] [KD 3.931 (4.066)] 2024-10-16 06:39:09,600 - Train: 17.82% [222900/1251000] [178.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002773] [CE 4.314 (4.334)] [KD 4.044 (3.964)] 2024-10-16 06:39:21,452 - Train: 17.82% [222950/1251000] [178.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002773] [CE 4.274 (4.328)] [KD 4.106 (4.022)] 2024-10-16 06:39:33,338 - Train: 17.83% [223000/1251000] [178.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002773] [CE 4.838 (4.448)] [KD 4.459 (4.087)] 2024-10-16 06:39:45,808 - Train: 17.83% [223050/1251000] [178.3/1000.0] [batch_t 0.364 (0.249)] [data_t 0.009] [optim_t 0.355] [lr 0.002773] [CE 3.970 (4.362)] [KD 3.985 (4.004)] 2024-10-16 06:39:57,892 - Train: 17.83% [223100/1251000] [178.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002773] [CE 4.724 (4.477)] [KD 4.007 (4.081)] 2024-10-16 06:40:09,943 - Train: 17.84% [223150/1251000] [178.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002773] [CE 4.240 (4.367)] [KD 4.291 (4.091)] 2024-10-16 06:40:22,014 - Train: 17.84% [223200/1251000] [178.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002773] [CE 4.710 (4.407)] [KD 4.156 (4.097)] 2024-10-16 06:40:34,186 - Train: 17.85% [223250/1251000] [178.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002773] [CE 4.167 (4.404)] [KD 3.898 (4.049)] 2024-10-16 06:40:46,506 - Train: 17.85% [223300/1251000] [178.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002773] [CE 4.160 (4.447)] [KD 3.756 (4.025)] 2024-10-16 06:40:58,903 - Train: 17.85% [223350/1251000] [178.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002772] [CE 4.200 (4.374)] [KD 3.985 (3.989)] 2024-10-16 06:41:11,447 - Train: 17.86% [223400/1251000] [178.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002772] [CE 4.603 (4.351)] [KD 4.068 (4.038)] 2024-10-16 06:41:23,727 - Train: 17.86% [223450/1251000] [178.6/1000.0] [batch_t 0.371 (0.245)] [data_t 0.009] [optim_t 0.362] [lr 0.002772] [CE 4.344 (4.338)] [KD 3.897 (4.035)] 2024-10-16 06:41:35,690 - Train: 17.87% [223500/1251000] [178.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002772] [CE 4.767 (4.356)] [KD 4.379 (4.105)] 2024-10-16 06:41:47,963 - Train: 17.87% [223550/1251000] [178.7/1000.0] [batch_t 0.391 (0.245)] [data_t 0.009] [optim_t 0.382] [lr 0.002772] [CE 4.285 (4.374)] [KD 3.857 (4.105)] 2024-10-16 06:41:59,785 - Train: 17.87% [223600/1251000] [178.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002772] [CE 4.408 (4.483)] [KD 3.920 (4.098)] 2024-10-16 06:42:12,057 - Train: 17.88% [223650/1251000] [178.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002772] [CE 4.171 (4.415)] [KD 3.948 (4.092)] 2024-10-16 06:42:24,009 - Train: 17.88% [223700/1251000] [178.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002772] [CE 4.777 (4.408)] [KD 4.401 (4.102)] 2024-10-16 06:42:35,933 - Train: 17.89% [223750/1251000] [178.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002772] [CE 4.285 (4.344)] [KD 3.863 (4.117)] 2024-10-16 06:42:47,963 - Train: 17.89% [223800/1251000] [178.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002772] [CE 4.860 (4.325)] [KD 4.275 (4.046)] 2024-10-16 06:42:59,743 - Train: 17.89% [223850/1251000] [178.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002771] [CE 4.473 (4.376)] [KD 4.060 (4.084)] 2024-10-16 06:43:11,691 - Train: 17.90% [223900/1251000] [179.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002771] [CE 4.597 (4.286)] [KD 4.394 (4.001)] 2024-10-16 06:43:18,728 - ==> Total time: 15:29:59 Eta: 2 days, 23:05:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:43:27,756 - Train: 17.90% [223950/1251000] [179.0/1000.0] [batch_t 0.234 (0.367)] [data_t 0.009] [optim_t 0.225] [lr 0.002771] [CE 4.196 (4.158)] [KD 3.722 (3.901)] 2024-10-16 06:43:39,653 - Train: 17.91% [224000/1251000] [179.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002771] [CE 4.198 (4.367)] [KD 3.971 (4.019)] 2024-10-16 06:43:51,728 - Train: 17.91% [224050/1251000] [179.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002771] [CE 4.812 (4.422)] [KD 4.306 (4.040)] 2024-10-16 06:44:03,905 - Train: 17.91% [224100/1251000] [179.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002771] [CE 4.603 (4.394)] [KD 3.778 (4.036)] 2024-10-16 06:44:15,941 - Train: 17.92% [224150/1251000] [179.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002771] [CE 3.770 (4.311)] [KD 3.800 (4.020)] 2024-10-16 06:44:27,697 - Train: 17.92% [224200/1251000] [179.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002771] [CE 4.546 (4.418)] [KD 3.892 (4.003)] 2024-10-16 06:44:39,638 - Train: 17.93% [224250/1251000] [179.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002771] [CE 4.580 (4.395)] [KD 3.923 (3.959)] 2024-10-16 06:44:51,652 - Train: 17.93% [224300/1251000] [179.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002771] [CE 4.086 (4.383)] [KD 3.980 (4.046)] 2024-10-16 06:45:03,638 - Train: 17.93% [224350/1251000] [179.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 4.377 (4.360)] [KD 4.158 (4.055)] 2024-10-16 06:45:15,455 - Train: 17.94% [224400/1251000] [179.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 4.549 (4.384)] [KD 4.293 (4.032)] 2024-10-16 06:45:27,573 - Train: 17.94% [224450/1251000] [179.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002770] [CE 4.395 (4.373)] [KD 4.021 (4.060)] 2024-10-16 06:45:39,518 - Train: 17.95% [224500/1251000] [179.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002770] [CE 4.307 (4.382)] [KD 3.746 (4.036)] 2024-10-16 06:45:51,447 - Train: 17.95% [224550/1251000] [179.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002770] [CE 4.684 (4.373)] [KD 4.201 (4.013)] 2024-10-16 06:46:03,362 - Train: 17.95% [224600/1251000] [179.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 3.757 (4.403)] [KD 3.723 (4.096)] 2024-10-16 06:46:15,275 - Train: 17.96% [224650/1251000] [179.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 4.687 (4.440)] [KD 4.207 (4.100)] 2024-10-16 06:46:27,261 - Train: 17.96% [224700/1251000] [179.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 3.998 (4.357)] [KD 3.796 (4.033)] 2024-10-16 06:46:39,424 - Train: 17.97% [224750/1251000] [179.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002770] [CE 4.445 (4.327)] [KD 3.990 (4.018)] 2024-10-16 06:46:51,257 - Train: 17.97% [224800/1251000] [179.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002770] [CE 4.890 (4.354)] [KD 4.024 (3.985)] 2024-10-16 06:47:03,254 - Train: 17.97% [224850/1251000] [179.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002769] [CE 4.628 (4.398)] [KD 3.883 (3.964)] 2024-10-16 06:47:15,188 - Train: 17.98% [224900/1251000] [179.8/1000.0] [batch_t 0.325 (0.239)] [data_t 0.009] [optim_t 0.316] [lr 0.002769] [CE 4.696 (4.365)] [KD 4.048 (3.979)] 2024-10-16 06:47:27,454 - Train: 17.98% [224950/1251000] [179.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002769] [CE 4.741 (4.453)] [KD 4.004 (4.016)] 2024-10-16 06:47:39,263 - Train: 17.99% [225000/1251000] [179.9/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002769] [CE 4.399 (4.421)] [KD 4.234 (4.031)] 2024-10-16 06:47:51,173 - Train: 17.99% [225050/1251000] [179.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002769] [CE 4.593 (4.366)] [KD 4.330 (4.051)] 2024-10-16 06:48:03,347 - Train: 17.99% [225100/1251000] [179.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002769] [CE 4.420 (4.389)] [KD 4.311 (4.021)] 2024-10-16 06:48:15,346 - Train: 18.00% [225150/1251000] [180.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002769] [CE 4.755 (4.377)] [KD 4.268 (4.016)] 2024-10-16 06:48:34,759 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 36491] [top5_cnt 45863] [top_all 50000] 2024-10-16 06:48:34,760 - net: 72.982 (91.726) 2024-10-16 06:48:47,084 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39044] [top5_cnt 47039] [top_all 50000] 2024-10-16 06:48:47,084 - net_E: 78.088 (94.078) 2024-10-16 06:48:47,205 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.202 (epoch: 175)] 2024-10-16 06:48:47,205 - ==> Total time: 15:35:27 Eta: 2 days, 23:01:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:48:56,638 - Train: 18.00% [225200/1251000] [180.0/1000.0] [batch_t 0.241 (0.297)] [data_t 0.009] [optim_t 0.232] [lr 0.002769] [CE 4.466 (4.367)] [KD 3.963 (3.970)] 2024-10-16 06:49:08,872 - Train: 18.01% [225250/1251000] [180.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002769] [CE 4.387 (4.390)] [KD 4.246 (3.944)] 2024-10-16 06:49:20,728 - Train: 18.01% [225300/1251000] [180.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002769] [CE 4.791 (4.356)] [KD 4.409 (4.002)] 2024-10-16 06:49:32,886 - Train: 18.01% [225350/1251000] [180.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002768] [CE 4.601 (4.365)] [KD 4.010 (3.967)] 2024-10-16 06:49:44,836 - Train: 18.02% [225400/1251000] [180.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002768] [CE 4.290 (4.337)] [KD 3.973 (4.006)] 2024-10-16 06:49:56,821 - Train: 18.02% [225450/1251000] [180.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002768] [CE 3.968 (4.332)] [KD 3.897 (4.019)] 2024-10-16 06:50:08,821 - Train: 18.03% [225500/1251000] [180.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002768] [CE 4.093 (4.377)] [KD 4.146 (4.082)] 2024-10-16 06:50:20,703 - Train: 18.03% [225550/1251000] [180.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002768] [CE 4.097 (4.397)] [KD 3.639 (4.007)] 2024-10-16 06:50:32,668 - Train: 18.03% [225600/1251000] [180.3/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002768] [CE 4.522 (4.325)] [KD 3.875 (3.993)] 2024-10-16 06:50:44,660 - Train: 18.04% [225650/1251000] [180.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002768] [CE 3.855 (4.372)] [KD 3.757 (4.066)] 2024-10-16 06:50:56,697 - Train: 18.04% [225700/1251000] [180.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002768] [CE 4.317 (4.398)] [KD 4.037 (4.048)] 2024-10-16 06:51:08,707 - Train: 18.05% [225750/1251000] [180.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002768] [CE 4.625 (4.375)] [KD 3.962 (4.077)] 2024-10-16 06:51:20,705 - Train: 18.05% [225800/1251000] [180.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002768] [CE 4.422 (4.374)] [KD 3.923 (4.046)] 2024-10-16 06:51:32,589 - Train: 18.05% [225850/1251000] [180.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002767] [CE 4.030 (4.337)] [KD 3.742 (3.988)] 2024-10-16 06:51:44,579 - Train: 18.06% [225900/1251000] [180.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002767] [CE 3.947 (4.409)] [KD 3.755 (4.084)] 2024-10-16 06:51:56,674 - Train: 18.06% [225950/1251000] [180.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002767] [CE 4.244 (4.413)] [KD 4.047 (4.076)] 2024-10-16 06:52:08,550 - Train: 18.07% [226000/1251000] [180.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002767] [CE 4.175 (4.331)] [KD 4.181 (4.059)] 2024-10-16 06:52:20,513 - Train: 18.07% [226050/1251000] [180.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002767] [CE 4.690 (4.392)] [KD 4.165 (4.093)] 2024-10-16 06:52:32,507 - Train: 18.07% [226100/1251000] [180.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002767] [CE 4.512 (4.418)] [KD 4.387 (4.076)] 2024-10-16 06:52:44,451 - Train: 18.08% [226150/1251000] [180.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002767] [CE 4.070 (4.382)] [KD 3.885 (4.149)] 2024-10-16 06:52:56,437 - Train: 18.08% [226200/1251000] [180.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002767] [CE 4.487 (4.401)] [KD 4.006 (4.105)] 2024-10-16 06:53:08,486 - Train: 18.09% [226250/1251000] [180.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002767] [CE 4.579 (4.412)] [KD 3.919 (4.090)] 2024-10-16 06:53:20,319 - Train: 18.09% [226300/1251000] [180.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002767] [CE 4.502 (4.369)] [KD 4.009 (4.028)] 2024-10-16 06:53:32,415 - Train: 18.09% [226350/1251000] [180.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002766] [CE 4.362 (4.380)] [KD 3.838 (3.983)] 2024-10-16 06:53:44,357 - Train: 18.10% [226400/1251000] [181.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002766] [CE 4.286 (4.376)] [KD 4.290 (4.103)] 2024-10-16 06:53:51,949 - ==> Total time: 15:40:32 Eta: 2 days, 22:55:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:54:00,463 - Train: 18.10% [226450/1251000] [181.0/1000.0] [batch_t 0.236 (0.375)] [data_t 0.009] [optim_t 0.227] [lr 0.002766] [CE 4.604 (4.350)] [KD 4.076 (3.978)] 2024-10-16 06:54:12,248 - Train: 18.11% [226500/1251000] [181.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002766] [CE 4.185 (4.367)] [KD 4.051 (3.969)] 2024-10-16 06:54:24,660 - Train: 18.11% [226550/1251000] [181.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002766] [CE 3.990 (4.336)] [KD 3.848 (3.994)] 2024-10-16 06:54:36,560 - Train: 18.11% [226600/1251000] [181.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002766] [CE 4.491 (4.261)] [KD 3.960 (3.923)] 2024-10-16 06:54:48,530 - Train: 18.12% [226650/1251000] [181.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002766] [CE 4.471 (4.307)] [KD 3.875 (4.013)] 2024-10-16 06:55:00,385 - Train: 18.12% [226700/1251000] [181.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002766] [CE 4.375 (4.426)] [KD 4.269 (4.061)] 2024-10-16 06:55:12,424 - Train: 18.13% [226750/1251000] [181.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002766] [CE 4.386 (4.295)] [KD 4.287 (3.971)] 2024-10-16 06:55:24,277 - Train: 18.13% [226800/1251000] [181.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002766] [CE 4.760 (4.389)] [KD 4.397 (3.994)] 2024-10-16 06:55:36,339 - Train: 18.13% [226850/1251000] [181.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002765] [CE 4.728 (4.371)] [KD 4.233 (4.037)] 2024-10-16 06:55:48,317 - Train: 18.14% [226900/1251000] [181.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002765] [CE 4.676 (4.374)] [KD 3.817 (3.980)] 2024-10-16 06:56:00,534 - Train: 18.14% [226950/1251000] [181.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002765] [CE 4.628 (4.390)] [KD 4.276 (4.016)] 2024-10-16 06:56:12,852 - Train: 18.15% [227000/1251000] [181.5/1000.0] [batch_t 0.307 (0.246)] [data_t 0.009] [optim_t 0.298] [lr 0.002765] [CE 4.944 (4.341)] [KD 4.193 (3.986)] 2024-10-16 06:56:25,259 - Train: 18.15% [227050/1251000] [181.5/1000.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.002765] [CE 4.495 (4.300)] [KD 4.088 (3.864)] 2024-10-16 06:56:37,615 - Train: 18.15% [227100/1251000] [181.5/1000.0] [batch_t 0.260 (0.247)] [data_t 0.009] [optim_t 0.251] [lr 0.002765] [CE 4.470 (4.395)] [KD 4.265 (4.129)] 2024-10-16 06:56:49,807 - Train: 18.16% [227150/1251000] [181.6/1000.0] [batch_t 0.264 (0.244)] [data_t 0.009] [optim_t 0.255] [lr 0.002765] [CE 4.227 (4.390)] [KD 3.988 (4.092)] 2024-10-16 06:57:02,078 - Train: 18.16% [227200/1251000] [181.6/1000.0] [batch_t 0.271 (0.245)] [data_t 0.009] [optim_t 0.262] [lr 0.002765] [CE 4.342 (4.404)] [KD 3.896 (4.038)] 2024-10-16 06:57:14,090 - Train: 18.17% [227250/1251000] [181.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002765] [CE 4.248 (4.389)] [KD 3.886 (4.088)] 2024-10-16 06:57:26,431 - Train: 18.17% [227300/1251000] [181.7/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002765] [CE 3.924 (4.425)] [KD 4.006 (4.081)] 2024-10-16 06:57:38,509 - Train: 18.17% [227350/1251000] [181.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.002764] [CE 4.590 (4.397)] [KD 3.979 (4.092)] 2024-10-16 06:57:50,871 - Train: 18.18% [227400/1251000] [181.8/1000.0] [batch_t 0.273 (0.247)] [data_t 0.009] [optim_t 0.264] [lr 0.002764] [CE 5.049 (4.404)] [KD 4.327 (4.039)] 2024-10-16 06:58:03,061 - Train: 18.18% [227450/1251000] [181.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002764] [CE 4.442 (4.378)] [KD 3.968 (4.031)] 2024-10-16 06:58:15,526 - Train: 18.19% [227500/1251000] [181.9/1000.0] [batch_t 0.257 (0.249)] [data_t 0.009] [optim_t 0.248] [lr 0.002764] [CE 3.915 (4.374)] [KD 3.909 (3.999)] 2024-10-16 06:58:28,046 - Train: 18.19% [227550/1251000] [181.9/1000.0] [batch_t 0.249 (0.250)] [data_t 0.009] [optim_t 0.240] [lr 0.002764] [CE 4.783 (4.380)] [KD 4.142 (4.085)] 2024-10-16 06:58:40,482 - Train: 18.19% [227600/1251000] [181.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002764] [CE 4.473 (4.412)] [KD 3.825 (4.054)] 2024-10-16 06:58:52,867 - Train: 18.20% [227650/1251000] [182.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002764] [CE 4.538 (4.369)] [KD 4.011 (4.050)] 2024-10-16 06:59:00,621 - ==> Total time: 15:45:41 Eta: 2 days, 22:50:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 06:59:08,265 - Train: 18.20% [227700/1251000] [182.0/1000.0] [batch_t 0.233 (0.355)] [data_t 0.009] [optim_t 0.225] [lr 0.002764] [CE 4.488 (4.297)] [KD 4.165 (3.993)] 2024-10-16 06:59:20,294 - Train: 18.21% [227750/1251000] [182.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002764] [CE 4.664 (4.292)] [KD 4.023 (3.940)] 2024-10-16 06:59:32,343 - Train: 18.21% [227800/1251000] [182.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002764] [CE 4.751 (4.330)] [KD 4.295 (3.970)] 2024-10-16 06:59:44,435 - Train: 18.21% [227850/1251000] [182.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002763] [CE 4.478 (4.364)] [KD 4.155 (3.958)] 2024-10-16 06:59:56,438 - Train: 18.22% [227900/1251000] [182.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002763] [CE 4.251 (4.343)] [KD 3.570 (3.963)] 2024-10-16 07:00:08,418 - Train: 18.22% [227950/1251000] [182.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002763] [CE 4.110 (4.362)] [KD 3.923 (4.043)] 2024-10-16 07:00:20,136 - Train: 18.23% [228000/1251000] [182.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002763] [CE 4.067 (4.343)] [KD 3.960 (3.972)] 2024-10-16 07:00:32,166 - Train: 18.23% [228050/1251000] [182.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002763] [CE 4.659 (4.371)] [KD 4.012 (3.978)] 2024-10-16 07:00:44,076 - Train: 18.23% [228100/1251000] [182.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002763] [CE 4.264 (4.433)] [KD 4.192 (4.024)] 2024-10-16 07:00:55,938 - Train: 18.24% [228150/1251000] [182.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002763] [CE 4.441 (4.365)] [KD 4.142 (4.078)] 2024-10-16 07:01:07,912 - Train: 18.24% [228200/1251000] [182.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002763] [CE 4.837 (4.403)] [KD 4.467 (4.094)] 2024-10-16 07:01:20,009 - Train: 18.25% [228250/1251000] [182.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002763] [CE 4.126 (4.397)] [KD 4.162 (3.995)] 2024-10-16 07:01:31,773 - Train: 18.25% [228300/1251000] [182.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002763] [CE 4.747 (4.381)] [KD 4.129 (3.989)] 2024-10-16 07:01:43,687 - Train: 18.25% [228350/1251000] [182.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002762] [CE 4.534 (4.347)] [KD 4.119 (3.949)] 2024-10-16 07:01:55,639 - Train: 18.26% [228400/1251000] [182.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002762] [CE 4.730 (4.380)] [KD 4.385 (4.078)] 2024-10-16 07:02:07,877 - Train: 18.26% [228450/1251000] [182.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002762] [CE 4.567 (4.386)] [KD 4.204 (4.034)] 2024-10-16 07:02:19,704 - Train: 18.27% [228500/1251000] [182.7/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002762] [CE 3.658 (4.344)] [KD 3.590 (3.978)] 2024-10-16 07:02:31,455 - Train: 18.27% [228550/1251000] [182.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002762] [CE 4.671 (4.354)] [KD 4.102 (4.078)] 2024-10-16 07:02:43,371 - Train: 18.27% [228600/1251000] [182.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002762] [CE 4.621 (4.370)] [KD 4.030 (3.999)] 2024-10-16 07:02:55,501 - Train: 18.28% [228650/1251000] [182.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002762] [CE 4.052 (4.393)] [KD 3.894 (4.015)] 2024-10-16 07:03:07,542 - Train: 18.28% [228700/1251000] [182.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002762] [CE 4.566 (4.309)] [KD 4.220 (4.071)] 2024-10-16 07:03:19,374 - Train: 18.29% [228750/1251000] [182.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002762] [CE 4.638 (4.400)] [KD 4.339 (4.051)] 2024-10-16 07:03:31,437 - Train: 18.29% [228800/1251000] [182.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002762] [CE 4.302 (4.335)] [KD 4.012 (4.062)] 2024-10-16 07:03:43,647 - Train: 18.29% [228850/1251000] [182.9/1000.0] [batch_t 0.307 (0.244)] [data_t 0.009] [optim_t 0.298] [lr 0.002761] [CE 4.457 (4.366)] [KD 4.059 (4.004)] 2024-10-16 07:03:56,071 - Train: 18.30% [228900/1251000] [183.0/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002761] [CE 4.323 (4.388)] [KD 4.059 (4.051)] 2024-10-16 07:04:04,028 - ==> Total time: 15:50:44 Eta: 2 days, 22:44:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:04:12,375 - Train: 18.30% [228950/1251000] [183.0/1000.0] [batch_t 0.233 (0.308)] [data_t 0.009] [optim_t 0.224] [lr 0.002761] [CE 4.009 (4.381)] [KD 4.078 (3.996)] 2024-10-16 07:04:24,526 - Train: 18.31% [229000/1251000] [183.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002761] [CE 4.289 (4.338)] [KD 3.980 (3.981)] 2024-10-16 07:04:36,776 - Train: 18.31% [229050/1251000] [183.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002761] [CE 4.518 (4.353)] [KD 3.992 (3.997)] 2024-10-16 07:04:48,837 - Train: 18.31% [229100/1251000] [183.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002761] [CE 4.359 (4.456)] [KD 4.058 (4.088)] 2024-10-16 07:05:00,606 - Train: 18.32% [229150/1251000] [183.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002761] [CE 4.551 (4.409)] [KD 4.069 (4.053)] 2024-10-16 07:05:12,496 - Train: 18.32% [229200/1251000] [183.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002761] [CE 4.183 (4.332)] [KD 4.039 (3.986)] 2024-10-16 07:05:24,710 - Train: 18.33% [229250/1251000] [183.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002761] [CE 4.795 (4.447)] [KD 4.173 (4.085)] 2024-10-16 07:05:36,499 - Train: 18.33% [229300/1251000] [183.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002761] [CE 4.304 (4.365)] [KD 3.977 (4.033)] 2024-10-16 07:05:48,595 - Train: 18.33% [229350/1251000] [183.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002760] [CE 3.954 (4.403)] [KD 3.702 (4.055)] 2024-10-16 07:06:00,805 - Train: 18.34% [229400/1251000] [183.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002760] [CE 4.227 (4.446)] [KD 3.660 (4.022)] 2024-10-16 07:06:12,722 - Train: 18.34% [229450/1251000] [183.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002760] [CE 4.777 (4.399)] [KD 4.246 (4.033)] 2024-10-16 07:06:24,680 - Train: 18.35% [229500/1251000] [183.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002760] [CE 4.968 (4.373)] [KD 3.990 (4.060)] 2024-10-16 07:06:36,828 - Train: 18.35% [229550/1251000] [183.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002760] [CE 4.554 (4.326)] [KD 4.205 (3.981)] 2024-10-16 07:06:49,082 - Train: 18.35% [229600/1251000] [183.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002760] [CE 4.595 (4.347)] [KD 4.491 (4.003)] 2024-10-16 07:07:01,400 - Train: 18.36% [229650/1251000] [183.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002760] [CE 4.185 (4.349)] [KD 3.902 (4.006)] 2024-10-16 07:07:13,485 - Train: 18.36% [229700/1251000] [183.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002760] [CE 4.516 (4.415)] [KD 4.120 (3.996)] 2024-10-16 07:07:25,450 - Train: 18.37% [229750/1251000] [183.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002760] [CE 4.162 (4.292)] [KD 4.124 (3.915)] 2024-10-16 07:07:37,536 - Train: 18.37% [229800/1251000] [183.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002760] [CE 3.942 (4.407)] [KD 3.701 (4.004)] 2024-10-16 07:07:49,661 - Train: 18.37% [229850/1251000] [183.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002759] [CE 4.433 (4.377)] [KD 3.947 (3.995)] 2024-10-16 07:08:01,945 - Train: 18.38% [229900/1251000] [183.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002759] [CE 4.053 (4.332)] [KD 3.822 (3.957)] 2024-10-16 07:08:14,002 - Train: 18.38% [229950/1251000] [183.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002759] [CE 3.969 (4.392)] [KD 3.579 (3.976)] 2024-10-16 07:08:26,288 - Train: 18.39% [230000/1251000] [183.9/1000.0] [batch_t 0.303 (0.246)] [data_t 0.009] [optim_t 0.294] [lr 0.002759] [CE 4.398 (4.388)] [KD 4.222 (4.068)] 2024-10-16 07:08:38,714 - Train: 18.39% [230050/1251000] [183.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002759] [CE 4.781 (4.385)] [KD 4.298 (4.042)] 2024-10-16 07:08:50,649 - Train: 18.39% [230100/1251000] [183.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002759] [CE 4.403 (4.427)] [KD 3.996 (4.052)] 2024-10-16 07:09:02,615 - Train: 18.40% [230150/1251000] [184.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002759] [CE 4.373 (4.404)] [KD 3.768 (4.054)] 2024-10-16 07:09:10,978 - ==> Total time: 15:55:51 Eta: 2 days, 22:39:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:09:18,657 - Train: 18.40% [230200/1251000] [184.0/1000.0] [batch_t 0.402 (0.380)] [data_t 0.009] [optim_t 0.393] [lr 0.002759] [CE 4.234 (4.331)] [KD 4.159 (3.974)] 2024-10-16 07:09:31,077 - Train: 18.41% [230250/1251000] [184.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002759] [CE 4.405 (4.409)] [KD 4.237 (3.988)] 2024-10-16 07:09:43,081 - Train: 18.41% [230300/1251000] [184.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002758] [CE 4.768 (4.394)] [KD 4.111 (4.038)] 2024-10-16 07:09:55,253 - Train: 18.41% [230350/1251000] [184.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002758] [CE 3.785 (4.348)] [KD 3.754 (4.004)] 2024-10-16 07:10:07,464 - Train: 18.42% [230400/1251000] [184.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002758] [CE 4.290 (4.370)] [KD 3.866 (4.042)] 2024-10-16 07:10:19,544 - Train: 18.42% [230450/1251000] [184.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002758] [CE 4.332 (4.402)] [KD 3.911 (4.009)] 2024-10-16 07:10:31,546 - Train: 18.43% [230500/1251000] [184.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002758] [CE 4.381 (4.442)] [KD 3.952 (4.053)] 2024-10-16 07:10:44,174 - Train: 18.43% [230550/1251000] [184.3/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002758] [CE 4.235 (4.357)] [KD 3.974 (4.034)] 2024-10-16 07:10:56,098 - Train: 18.43% [230600/1251000] [184.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002758] [CE 5.126 (4.406)] [KD 4.372 (4.015)] 2024-10-16 07:11:08,017 - Train: 18.44% [230650/1251000] [184.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002758] [CE 4.066 (4.357)] [KD 3.820 (4.023)] 2024-10-16 07:11:19,904 - Train: 18.44% [230700/1251000] [184.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002758] [CE 3.915 (4.424)] [KD 3.899 (4.041)] 2024-10-16 07:11:31,994 - Train: 18.45% [230750/1251000] [184.5/1000.0] [batch_t 0.371 (0.242)] [data_t 0.009] [optim_t 0.362] [lr 0.002758] [CE 4.096 (4.389)] [KD 3.795 (4.050)] 2024-10-16 07:11:44,010 - Train: 18.45% [230800/1251000] [184.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002757] [CE 4.691 (4.346)] [KD 4.098 (4.086)] 2024-10-16 07:11:56,001 - Train: 18.45% [230850/1251000] [184.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002757] [CE 4.596 (4.350)] [KD 4.146 (4.015)] 2024-10-16 07:12:08,164 - Train: 18.46% [230900/1251000] [184.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002757] [CE 3.896 (4.353)] [KD 3.779 (3.940)] 2024-10-16 07:12:20,066 - Train: 18.46% [230950/1251000] [184.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002757] [CE 4.126 (4.426)] [KD 3.744 (4.007)] 2024-10-16 07:12:32,100 - Train: 18.47% [231000/1251000] [184.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002757] [CE 4.296 (4.377)] [KD 3.831 (3.975)] 2024-10-16 07:12:44,219 - Train: 18.47% [231050/1251000] [184.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002757] [CE 4.898 (4.392)] [KD 4.291 (3.975)] 2024-10-16 07:12:56,118 - Train: 18.47% [231100/1251000] [184.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002757] [CE 4.836 (4.312)] [KD 4.294 (3.961)] 2024-10-16 07:13:08,184 - Train: 18.48% [231150/1251000] [184.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002757] [CE 4.836 (4.392)] [KD 4.353 (4.047)] 2024-10-16 07:13:20,220 - Train: 18.48% [231200/1251000] [184.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002757] [CE 4.313 (4.415)] [KD 3.868 (4.022)] 2024-10-16 07:13:32,046 - Train: 18.49% [231250/1251000] [184.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002757] [CE 4.384 (4.364)] [KD 4.113 (4.083)] 2024-10-16 07:13:43,965 - Train: 18.49% [231300/1251000] [184.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002756] [CE 4.195 (4.349)] [KD 4.014 (3.994)] 2024-10-16 07:13:55,940 - Train: 18.49% [231350/1251000] [184.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002756] [CE 3.951 (4.334)] [KD 3.935 (4.119)] 2024-10-16 07:14:07,862 - Train: 18.50% [231400/1251000] [185.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002756] [CE 5.230 (4.333)] [KD 4.439 (3.980)] 2024-10-16 07:14:28,541 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 36198] [top5_cnt 45695] [top_all 50000] 2024-10-16 07:14:28,542 - net: 72.396 (91.390) 2024-10-16 07:14:40,730 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39077] [top5_cnt 47031] [top_all 50000] 2024-10-16 07:14:40,730 - net_E: 78.154 (94.062) 2024-10-16 07:14:40,893 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.202 (epoch: 175)] 2024-10-16 07:14:40,894 - ==> Total time: 16:01:21 Eta: 2 days, 22:35:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:14:48,538 - Train: 18.50% [231450/1251000] [185.0/1000.0] [batch_t 0.240 (0.419)] [data_t 0.009] [optim_t 0.231] [lr 0.002756] [CE 4.219 (4.357)] [KD 3.762 (3.936)] 2024-10-16 07:15:00,751 - Train: 18.51% [231500/1251000] [185.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002756] [CE 4.077 (4.352)] [KD 3.834 (3.973)] 2024-10-16 07:15:12,903 - Train: 18.51% [231550/1251000] [185.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002756] [CE 4.187 (4.395)] [KD 3.817 (4.042)] 2024-10-16 07:15:25,252 - Train: 18.51% [231600/1251000] [185.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002756] [CE 4.545 (4.469)] [KD 3.966 (4.064)] 2024-10-16 07:15:36,971 - Train: 18.52% [231650/1251000] [185.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002756] [CE 4.211 (4.389)] [KD 3.944 (4.020)] 2024-10-16 07:15:49,079 - Train: 18.52% [231700/1251000] [185.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002756] [CE 3.940 (4.341)] [KD 3.919 (4.024)] 2024-10-16 07:16:01,075 - Train: 18.53% [231750/1251000] [185.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002756] [CE 4.405 (4.387)] [KD 3.803 (4.062)] 2024-10-16 07:16:12,973 - Train: 18.53% [231800/1251000] [185.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002755] [CE 4.103 (4.389)] [KD 3.681 (4.010)] 2024-10-16 07:16:24,753 - Train: 18.53% [231850/1251000] [185.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002755] [CE 4.654 (4.365)] [KD 4.131 (4.038)] 2024-10-16 07:16:36,893 - Train: 18.54% [231900/1251000] [185.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002755] [CE 3.997 (4.315)] [KD 3.722 (3.984)] 2024-10-16 07:16:48,865 - Train: 18.54% [231950/1251000] [185.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002755] [CE 4.744 (4.384)] [KD 4.020 (4.061)] 2024-10-16 07:17:01,024 - Train: 18.55% [232000/1251000] [185.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002755] [CE 3.951 (4.339)] [KD 3.750 (4.068)] 2024-10-16 07:17:13,012 - Train: 18.55% [232050/1251000] [185.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002755] [CE 4.233 (4.420)] [KD 3.937 (4.001)] 2024-10-16 07:17:24,968 - Train: 18.55% [232100/1251000] [185.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002755] [CE 4.722 (4.346)] [KD 3.870 (3.959)] 2024-10-16 07:17:36,782 - Train: 18.56% [232150/1251000] [185.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002755] [CE 4.574 (4.342)] [KD 3.995 (3.936)] 2024-10-16 07:17:48,906 - Train: 18.56% [232200/1251000] [185.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002755] [CE 4.459 (4.396)] [KD 4.177 (4.032)] 2024-10-16 07:18:00,877 - Train: 18.57% [232250/1251000] [185.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002755] [CE 4.505 (4.402)] [KD 4.017 (4.084)] 2024-10-16 07:18:13,006 - Train: 18.57% [232300/1251000] [185.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002754] [CE 4.234 (4.387)] [KD 4.244 (4.015)] 2024-10-16 07:18:24,940 - Train: 18.57% [232350/1251000] [185.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002754] [CE 4.467 (4.318)] [KD 4.048 (4.015)] 2024-10-16 07:18:36,951 - Train: 18.58% [232400/1251000] [185.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002754] [CE 4.510 (4.360)] [KD 4.204 (4.022)] 2024-10-16 07:18:49,127 - Train: 18.58% [232450/1251000] [185.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002754] [CE 4.588 (4.384)] [KD 4.094 (4.059)] 2024-10-16 07:19:01,106 - Train: 18.59% [232500/1251000] [185.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002754] [CE 4.033 (4.429)] [KD 3.850 (4.072)] 2024-10-16 07:19:13,074 - Train: 18.59% [232550/1251000] [185.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002754] [CE 4.615 (4.350)] [KD 4.103 (4.072)] 2024-10-16 07:19:25,277 - Train: 18.59% [232600/1251000] [185.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002754] [CE 4.540 (4.363)] [KD 4.136 (3.971)] 2024-10-16 07:19:37,245 - Train: 18.60% [232650/1251000] [186.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002754] [CE 4.544 (4.403)] [KD 4.027 (4.037)] 2024-10-16 07:19:45,707 - ==> Total time: 16:06:26 Eta: 2 days, 22:29:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:19:52,766 - Train: 18.60% [232700/1251000] [186.0/1000.0] [batch_t 0.236 (0.407)] [data_t 0.009] [optim_t 0.227] [lr 0.002754] [CE 4.354 (4.358)] [KD 3.978 (3.915)] 2024-10-16 07:20:04,488 - Train: 18.61% [232750/1251000] [186.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002753] [CE 3.908 (4.419)] [KD 3.835 (4.045)] 2024-10-16 07:20:16,685 - Train: 18.61% [232800/1251000] [186.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002753] [CE 4.338 (4.373)] [KD 3.993 (3.974)] 2024-10-16 07:20:28,608 - Train: 18.61% [232850/1251000] [186.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002753] [CE 4.530 (4.384)] [KD 4.251 (4.042)] 2024-10-16 07:20:40,711 - Train: 18.62% [232900/1251000] [186.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002753] [CE 4.560 (4.345)] [KD 4.077 (3.975)] 2024-10-16 07:20:52,926 - Train: 18.62% [232950/1251000] [186.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002753] [CE 4.332 (4.390)] [KD 3.962 (3.969)] 2024-10-16 07:21:04,842 - Train: 18.63% [233000/1251000] [186.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002753] [CE 4.826 (4.330)] [KD 4.186 (4.006)] 2024-10-16 07:21:16,792 - Train: 18.63% [233050/1251000] [186.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002753] [CE 4.755 (4.376)] [KD 4.018 (3.973)] 2024-10-16 07:21:29,234 - Train: 18.63% [233100/1251000] [186.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002753] [CE 4.314 (4.330)] [KD 4.039 (3.902)] 2024-10-16 07:21:41,184 - Train: 18.64% [233150/1251000] [186.4/1000.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.002753] [CE 4.498 (4.361)] [KD 4.141 (4.032)] 2024-10-16 07:21:53,529 - Train: 18.64% [233200/1251000] [186.4/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.002753] [CE 4.138 (4.441)] [KD 3.997 (4.103)] 2024-10-16 07:22:05,889 - Train: 18.65% [233250/1251000] [186.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002752] [CE 4.364 (4.389)] [KD 4.146 (4.048)] 2024-10-16 07:22:18,144 - Train: 18.65% [233300/1251000] [186.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002752] [CE 4.101 (4.380)] [KD 3.964 (3.997)] 2024-10-16 07:22:30,289 - Train: 18.65% [233350/1251000] [186.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002752] [CE 4.133 (4.433)] [KD 4.091 (4.028)] 2024-10-16 07:22:42,673 - Train: 18.66% [233400/1251000] [186.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002752] [CE 4.135 (4.370)] [KD 4.002 (3.987)] 2024-10-16 07:22:54,750 - Train: 18.66% [233450/1251000] [186.6/1000.0] [batch_t 0.285 (0.241)] [data_t 0.009] [optim_t 0.276] [lr 0.002752] [CE 4.564 (4.331)] [KD 3.942 (4.014)] 2024-10-16 07:23:07,134 - Train: 18.67% [233500/1251000] [186.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002752] [CE 4.161 (4.325)] [KD 3.899 (3.974)] 2024-10-16 07:23:19,657 - Train: 18.67% [233550/1251000] [186.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002752] [CE 4.512 (4.366)] [KD 3.992 (4.070)] 2024-10-16 07:23:31,872 - Train: 18.67% [233600/1251000] [186.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002752] [CE 4.098 (4.368)] [KD 3.683 (3.966)] 2024-10-16 07:23:44,290 - Train: 18.68% [233650/1251000] [186.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002752] [CE 4.047 (4.374)] [KD 3.842 (4.030)] 2024-10-16 07:23:56,669 - Train: 18.68% [233700/1251000] [186.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002752] [CE 4.285 (4.441)] [KD 4.006 (4.093)] 2024-10-16 07:24:08,781 - Train: 18.69% [233750/1251000] [186.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002751] [CE 4.935 (4.372)] [KD 4.381 (4.037)] 2024-10-16 07:24:21,248 - Train: 18.69% [233800/1251000] [186.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002751] [CE 4.874 (4.343)] [KD 4.440 (3.951)] 2024-10-16 07:24:33,644 - Train: 18.69% [233850/1251000] [186.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002751] [CE 4.714 (4.378)] [KD 4.140 (3.992)] 2024-10-16 07:24:46,133 - Train: 18.70% [233900/1251000] [187.0/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002751] [CE 4.635 (4.409)] [KD 4.036 (4.012)] 2024-10-16 07:24:55,041 - ==> Total time: 16:11:35 Eta: 2 days, 22:24:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:25:02,433 - Train: 18.70% [233950/1251000] [187.0/1000.0] [batch_t 0.238 (0.441)] [data_t 0.009] [optim_t 0.229] [lr 0.002751] [CE 4.612 (4.416)] [KD 4.000 (3.949)] 2024-10-16 07:25:14,512 - Train: 18.71% [234000/1251000] [187.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002751] [CE 4.699 (4.317)] [KD 4.133 (3.904)] 2024-10-16 07:25:26,622 - Train: 18.71% [234050/1251000] [187.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002751] [CE 4.326 (4.342)] [KD 4.040 (3.932)] 2024-10-16 07:25:39,084 - Train: 18.71% [234100/1251000] [187.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002751] [CE 4.253 (4.334)] [KD 4.018 (3.961)] 2024-10-16 07:25:51,173 - Train: 18.72% [234150/1251000] [187.2/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002751] [CE 4.304 (4.311)] [KD 4.194 (3.903)] 2024-10-16 07:26:03,270 - Train: 18.72% [234200/1251000] [187.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002750] [CE 4.620 (4.391)] [KD 4.108 (3.939)] 2024-10-16 07:26:15,572 - Train: 18.73% [234250/1251000] [187.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002750] [CE 4.645 (4.326)] [KD 4.214 (3.932)] 2024-10-16 07:26:27,771 - Train: 18.73% [234300/1251000] [187.3/1000.0] [batch_t 0.379 (0.244)] [data_t 0.009] [optim_t 0.370] [lr 0.002750] [CE 3.973 (4.445)] [KD 3.652 (3.995)] 2024-10-16 07:26:39,580 - Train: 18.73% [234350/1251000] [187.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002750] [CE 4.442 (4.290)] [KD 4.079 (3.984)] 2024-10-16 07:26:51,674 - Train: 18.74% [234400/1251000] [187.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002750] [CE 4.628 (4.397)] [KD 4.188 (4.046)] 2024-10-16 07:27:03,797 - Train: 18.74% [234450/1251000] [187.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002750] [CE 4.921 (4.433)] [KD 4.149 (4.035)] 2024-10-16 07:27:16,140 - Train: 18.75% [234500/1251000] [187.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002750] [CE 4.284 (4.335)] [KD 3.921 (3.977)] 2024-10-16 07:27:28,351 - Train: 18.75% [234550/1251000] [187.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002750] [CE 4.659 (4.322)] [KD 4.292 (4.019)] 2024-10-16 07:27:40,598 - Train: 18.75% [234600/1251000] [187.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.002750] [CE 4.422 (4.373)] [KD 3.857 (4.008)] 2024-10-16 07:27:52,870 - Train: 18.76% [234650/1251000] [187.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002750] [CE 4.824 (4.347)] [KD 4.234 (3.989)] 2024-10-16 07:28:05,159 - Train: 18.76% [234700/1251000] [187.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002749] [CE 4.018 (4.432)] [KD 3.993 (4.076)] 2024-10-16 07:28:17,164 - Train: 18.76% [234750/1251000] [187.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002749] [CE 3.983 (4.354)] [KD 3.791 (4.017)] 2024-10-16 07:28:28,994 - Train: 18.77% [234800/1251000] [187.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002749] [CE 4.498 (4.331)] [KD 3.931 (4.036)] 2024-10-16 07:28:41,154 - Train: 18.77% [234850/1251000] [187.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002749] [CE 3.704 (4.381)] [KD 3.541 (3.949)] 2024-10-16 07:28:53,285 - Train: 18.78% [234900/1251000] [187.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002749] [CE 3.861 (4.408)] [KD 3.846 (4.009)] 2024-10-16 07:29:05,133 - Train: 18.78% [234950/1251000] [187.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002749] [CE 4.294 (4.342)] [KD 4.175 (3.975)] 2024-10-16 07:29:17,395 - Train: 18.78% [235000/1251000] [187.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002749] [CE 5.020 (4.388)] [KD 4.425 (4.028)] 2024-10-16 07:29:29,614 - Train: 18.79% [235050/1251000] [187.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002749] [CE 4.318 (4.350)] [KD 3.951 (4.002)] 2024-10-16 07:29:41,584 - Train: 18.79% [235100/1251000] [187.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002749] [CE 4.254 (4.367)] [KD 3.875 (4.042)] 2024-10-16 07:29:53,594 - Train: 18.80% [235150/1251000] [188.0/1000.0] [batch_t 0.383 (0.240)] [data_t 0.009] [optim_t 0.375] [lr 0.002749] [CE 4.807 (4.379)] [KD 4.380 (4.037)] 2024-10-16 07:30:02,783 - ==> Total time: 16:16:43 Eta: 2 days, 22:18:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:30:11,516 - Train: 18.80% [235200/1251000] [188.0/1000.0] [batch_t 0.234 (0.324)] [data_t 0.009] [optim_t 0.225] [lr 0.002748] [CE 4.496 (4.360)] [KD 4.128 (3.918)] 2024-10-16 07:30:23,429 - Train: 18.80% [235250/1251000] [188.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002748] [CE 4.242 (4.319)] [KD 3.914 (3.899)] 2024-10-16 07:30:35,947 - Train: 18.81% [235300/1251000] [188.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002748] [CE 4.237 (4.383)] [KD 4.052 (4.010)] 2024-10-16 07:30:48,259 - Train: 18.81% [235350/1251000] [188.1/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002748] [CE 4.378 (4.356)] [KD 4.064 (4.044)] 2024-10-16 07:31:00,315 - Train: 18.82% [235400/1251000] [188.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002748] [CE 4.475 (4.332)] [KD 3.750 (3.952)] 2024-10-16 07:31:12,038 - Train: 18.82% [235450/1251000] [188.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002748] [CE 3.917 (4.377)] [KD 3.931 (4.042)] 2024-10-16 07:31:24,134 - Train: 18.82% [235500/1251000] [188.2/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.002748] [CE 4.483 (4.346)] [KD 3.973 (3.944)] 2024-10-16 07:31:36,537 - Train: 18.83% [235550/1251000] [188.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002748] [CE 3.649 (4.264)] [KD 3.698 (3.996)] 2024-10-16 07:31:48,631 - Train: 18.83% [235600/1251000] [188.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002748] [CE 4.481 (4.376)] [KD 4.159 (4.020)] 2024-10-16 07:32:00,688 - Train: 18.84% [235650/1251000] [188.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002747] [CE 4.426 (4.365)] [KD 3.936 (3.986)] 2024-10-16 07:32:12,563 - Train: 18.84% [235700/1251000] [188.4/1000.0] [batch_t 0.314 (0.237)] [data_t 0.009] [optim_t 0.305] [lr 0.002747] [CE 4.149 (4.351)] [KD 3.825 (4.006)] 2024-10-16 07:32:24,543 - Train: 18.84% [235750/1251000] [188.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002747] [CE 4.790 (4.377)] [KD 3.999 (4.025)] 2024-10-16 07:32:36,569 - Train: 18.85% [235800/1251000] [188.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002747] [CE 4.758 (4.406)] [KD 3.929 (4.032)] 2024-10-16 07:32:48,806 - Train: 18.85% [235850/1251000] [188.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002747] [CE 4.782 (4.360)] [KD 4.337 (3.952)] 2024-10-16 07:33:01,135 - Train: 18.86% [235900/1251000] [188.6/1000.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.002747] [CE 4.331 (4.409)] [KD 3.754 (4.053)] 2024-10-16 07:33:13,742 - Train: 18.86% [235950/1251000] [188.6/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002747] [CE 3.946 (4.371)] [KD 4.045 (3.957)] 2024-10-16 07:33:26,004 - Train: 18.86% [236000/1251000] [188.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002747] [CE 4.355 (4.397)] [KD 4.034 (3.999)] 2024-10-16 07:33:38,140 - Train: 18.87% [236050/1251000] [188.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002747] [CE 4.586 (4.419)] [KD 4.047 (4.013)] 2024-10-16 07:33:50,376 - Train: 18.87% [236100/1251000] [188.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002747] [CE 3.769 (4.269)] [KD 3.677 (3.993)] 2024-10-16 07:34:02,955 - Train: 18.88% [236150/1251000] [188.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002746] [CE 4.884 (4.398)] [KD 4.421 (3.995)] 2024-10-16 07:34:15,299 - Train: 18.88% [236200/1251000] [188.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002746] [CE 4.764 (4.407)] [KD 3.959 (4.012)] 2024-10-16 07:34:27,735 - Train: 18.88% [236250/1251000] [188.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002746] [CE 4.535 (4.346)] [KD 3.883 (3.960)] 2024-10-16 07:34:40,006 - Train: 18.89% [236300/1251000] [188.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002746] [CE 3.978 (4.325)] [KD 3.999 (3.936)] 2024-10-16 07:34:52,542 - Train: 18.89% [236350/1251000] [188.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002746] [CE 4.270 (4.448)] [KD 3.707 (3.991)] 2024-10-16 07:35:04,868 - Train: 18.90% [236400/1251000] [189.0/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002746] [CE 3.605 (4.394)] [KD 3.804 (3.972)] 2024-10-16 07:35:14,425 - ==> Total time: 16:21:55 Eta: 2 days, 22:13:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:35:20,838 - Train: 18.90% [236450/1251000] [189.0/1000.0] [batch_t 0.236 (0.460)] [data_t 0.009] [optim_t 0.227] [lr 0.002746] [CE 4.253 (4.277)] [KD 3.809 (3.885)] 2024-10-16 07:35:33,006 - Train: 18.90% [236500/1251000] [189.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002746] [CE 4.474 (4.416)] [KD 3.812 (4.036)] 2024-10-16 07:35:44,869 - Train: 18.91% [236550/1251000] [189.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002746] [CE 4.566 (4.358)] [KD 4.038 (4.038)] 2024-10-16 07:35:56,804 - Train: 18.91% [236600/1251000] [189.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002745] [CE 4.072 (4.385)] [KD 3.728 (3.964)] 2024-10-16 07:36:09,101 - Train: 18.92% [236650/1251000] [189.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002745] [CE 4.390 (4.316)] [KD 4.012 (3.937)] 2024-10-16 07:36:21,008 - Train: 18.92% [236700/1251000] [189.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002745] [CE 4.404 (4.405)] [KD 4.055 (4.078)] 2024-10-16 07:36:32,914 - Train: 18.92% [236750/1251000] [189.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002745] [CE 4.899 (4.389)] [KD 4.201 (4.044)] 2024-10-16 07:36:44,753 - Train: 18.93% [236800/1251000] [189.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002745] [CE 4.414 (4.351)] [KD 3.974 (4.012)] 2024-10-16 07:36:56,659 - Train: 18.93% [236850/1251000] [189.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002745] [CE 3.995 (4.361)] [KD 3.993 (3.957)] 2024-10-16 07:37:08,708 - Train: 18.94% [236900/1251000] [189.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002745] [CE 4.829 (4.334)] [KD 4.152 (4.022)] 2024-10-16 07:37:20,916 - Train: 18.94% [236950/1251000] [189.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002745] [CE 4.680 (4.395)] [KD 4.247 (4.019)] 2024-10-16 07:37:32,803 - Train: 18.94% [237000/1251000] [189.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002745] [CE 4.552 (4.396)] [KD 4.109 (4.071)] 2024-10-16 07:37:44,738 - Train: 18.95% [237050/1251000] [189.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002745] [CE 4.642 (4.379)] [KD 4.111 (3.974)] 2024-10-16 07:37:56,839 - Train: 18.95% [237100/1251000] [189.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002744] [CE 4.284 (4.292)] [KD 4.014 (3.969)] 2024-10-16 07:38:08,899 - Train: 18.96% [237150/1251000] [189.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002744] [CE 4.424 (4.397)] [KD 3.853 (4.066)] 2024-10-16 07:38:20,866 - Train: 18.96% [237200/1251000] [189.6/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002744] [CE 4.542 (4.351)] [KD 4.057 (4.069)] 2024-10-16 07:38:32,943 - Train: 18.96% [237250/1251000] [189.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002744] [CE 3.946 (4.369)] [KD 3.798 (4.039)] 2024-10-16 07:38:45,202 - Train: 18.97% [237300/1251000] [189.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002744] [CE 3.851 (4.298)] [KD 3.916 (3.936)] 2024-10-16 07:38:57,111 - Train: 18.97% [237350/1251000] [189.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002744] [CE 4.432 (4.428)] [KD 3.862 (3.984)] 2024-10-16 07:39:09,137 - Train: 18.98% [237400/1251000] [189.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002744] [CE 4.300 (4.380)] [KD 4.044 (4.036)] 2024-10-16 07:39:21,402 - Train: 18.98% [237450/1251000] [189.8/1000.0] [batch_t 0.306 (0.245)] [data_t 0.009] [optim_t 0.297] [lr 0.002744] [CE 4.118 (4.412)] [KD 3.710 (4.072)] 2024-10-16 07:39:33,550 - Train: 18.98% [237500/1251000] [189.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002744] [CE 4.639 (4.373)] [KD 4.096 (3.999)] 2024-10-16 07:39:45,621 - Train: 18.99% [237550/1251000] [189.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002744] [CE 4.073 (4.349)] [KD 3.856 (4.021)] 2024-10-16 07:39:57,509 - Train: 18.99% [237600/1251000] [189.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002743] [CE 4.383 (4.384)] [KD 4.268 (4.005)] 2024-10-16 07:40:09,686 - Train: 19.00% [237650/1251000] [190.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002743] [CE 4.471 (4.430)] [KD 3.999 (4.032)] 2024-10-16 07:40:31,411 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 36091] [top5_cnt 45683] [top_all 50000] 2024-10-16 07:40:31,412 - net: 72.182 (91.366) 2024-10-16 07:40:43,843 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39069] [top5_cnt 47075] [top_all 50000] 2024-10-16 07:40:43,843 - net_E: 78.138 (94.150) 2024-10-16 07:40:44,000 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.202 (epoch: 175)] 2024-10-16 07:40:44,000 - ==> Total time: 16:27:24 Eta: 2 days, 22:09:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:40:50,310 - Train: 19.00% [237700/1251000] [190.0/1000.0] [batch_t 0.240 (0.501)] [data_t 0.009] [optim_t 0.231] [lr 0.002743] [CE 4.516 (4.346)] [KD 4.286 (3.996)] 2024-10-16 07:41:02,706 - Train: 19.00% [237750/1251000] [190.0/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002743] [CE 4.408 (4.358)] [KD 3.676 (3.949)] 2024-10-16 07:41:14,588 - Train: 19.01% [237800/1251000] [190.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002743] [CE 4.008 (4.290)] [KD 3.870 (3.851)] 2024-10-16 07:41:26,471 - Train: 19.01% [237850/1251000] [190.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002743] [CE 4.237 (4.392)] [KD 3.729 (4.019)] 2024-10-16 07:41:38,827 - Train: 19.02% [237900/1251000] [190.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002743] [CE 3.863 (4.307)] [KD 3.853 (3.932)] 2024-10-16 07:41:50,979 - Train: 19.02% [237950/1251000] [190.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002743] [CE 3.959 (4.370)] [KD 3.847 (3.961)] 2024-10-16 07:42:02,685 - Train: 19.02% [238000/1251000] [190.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002743] [CE 4.220 (4.359)] [KD 3.667 (3.983)] 2024-10-16 07:42:14,479 - Train: 19.03% [238050/1251000] [190.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002742] [CE 4.758 (4.406)] [KD 4.107 (3.967)] 2024-10-16 07:42:26,712 - Train: 19.03% [238100/1251000] [190.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002742] [CE 4.633 (4.371)] [KD 4.072 (3.963)] 2024-10-16 07:42:38,823 - Train: 19.04% [238150/1251000] [190.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002742] [CE 4.466 (4.394)] [KD 3.956 (4.016)] 2024-10-16 07:42:50,811 - Train: 19.04% [238200/1251000] [190.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002742] [CE 4.127 (4.447)] [KD 3.876 (4.086)] 2024-10-16 07:43:02,751 - Train: 19.04% [238250/1251000] [190.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002742] [CE 4.435 (4.289)] [KD 4.166 (4.068)] 2024-10-16 07:43:14,851 - Train: 19.05% [238300/1251000] [190.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002742] [CE 4.644 (4.428)] [KD 4.319 (4.070)] 2024-10-16 07:43:26,952 - Train: 19.05% [238350/1251000] [190.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002742] [CE 4.841 (4.401)] [KD 4.287 (4.060)] 2024-10-16 07:43:38,793 - Train: 19.06% [238400/1251000] [190.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002742] [CE 3.960 (4.394)] [KD 3.925 (4.025)] 2024-10-16 07:43:50,638 - Train: 19.06% [238450/1251000] [190.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002742] [CE 4.638 (4.388)] [KD 4.229 (4.004)] 2024-10-16 07:44:02,804 - Train: 19.06% [238500/1251000] [190.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002742] [CE 4.843 (4.405)] [KD 4.179 (4.033)] 2024-10-16 07:44:14,998 - Train: 19.07% [238550/1251000] [190.7/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002741] [CE 4.676 (4.345)] [KD 4.039 (3.938)] 2024-10-16 07:44:26,923 - Train: 19.07% [238600/1251000] [190.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002741] [CE 4.563 (4.398)] [KD 4.056 (3.949)] 2024-10-16 07:44:39,143 - Train: 19.08% [238650/1251000] [190.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002741] [CE 4.078 (4.352)] [KD 3.864 (3.939)] 2024-10-16 07:44:51,397 - Train: 19.08% [238700/1251000] [190.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002741] [CE 4.243 (4.343)] [KD 3.991 (3.971)] 2024-10-16 07:45:03,556 - Train: 19.08% [238750/1251000] [190.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002741] [CE 4.642 (4.391)] [KD 4.290 (4.045)] 2024-10-16 07:45:15,413 - Train: 19.09% [238800/1251000] [190.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002741] [CE 4.661 (4.376)] [KD 3.898 (4.049)] 2024-10-16 07:45:27,621 - Train: 19.09% [238850/1251000] [190.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002741] [CE 4.482 (4.318)] [KD 3.981 (3.996)] 2024-10-16 07:45:39,642 - Train: 19.10% [238900/1251000] [191.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002741] [CE 4.469 (4.367)] [KD 4.014 (4.074)] 2024-10-16 07:45:49,503 - ==> Total time: 16:32:30 Eta: 2 days, 22:03:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:45:55,656 - Train: 19.10% [238950/1251000] [191.0/1000.0] [batch_t 0.235 (0.544)] [data_t 0.009] [optim_t 0.226] [lr 0.002741] [CE 4.300 (4.340)] [KD 4.058 (4.044)] 2024-10-16 07:46:07,536 - Train: 19.10% [239000/1251000] [191.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002740] [CE 4.693 (4.347)] [KD 4.040 (4.018)] 2024-10-16 07:46:19,909 - Train: 19.11% [239050/1251000] [191.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002740] [CE 3.469 (4.399)] [KD 3.574 (3.930)] 2024-10-16 07:46:31,795 - Train: 19.11% [239100/1251000] [191.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002740] [CE 4.841 (4.400)] [KD 4.161 (3.953)] 2024-10-16 07:46:44,014 - Train: 19.12% [239150/1251000] [191.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002740] [CE 4.816 (4.416)] [KD 4.353 (4.004)] 2024-10-16 07:46:56,480 - Train: 19.12% [239200/1251000] [191.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002740] [CE 4.613 (4.368)] [KD 3.916 (4.000)] 2024-10-16 07:47:08,838 - Train: 19.12% [239250/1251000] [191.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002740] [CE 4.484 (4.359)] [KD 4.226 (3.967)] 2024-10-16 07:47:20,996 - Train: 19.13% [239300/1251000] [191.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002740] [CE 4.705 (4.362)] [KD 4.315 (4.068)] 2024-10-16 07:47:33,474 - Train: 19.13% [239350/1251000] [191.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002740] [CE 3.889 (4.371)] [KD 3.511 (3.987)] 2024-10-16 07:47:45,747 - Train: 19.14% [239400/1251000] [191.4/1000.0] [batch_t 0.405 (0.245)] [data_t 0.009] [optim_t 0.396] [lr 0.002740] [CE 4.019 (4.372)] [KD 3.748 (3.915)] 2024-10-16 07:47:57,908 - Train: 19.14% [239450/1251000] [191.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002740] [CE 4.088 (4.377)] [KD 4.099 (3.963)] 2024-10-16 07:48:09,771 - Train: 19.14% [239500/1251000] [191.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002739] [CE 4.606 (4.385)] [KD 4.176 (4.006)] 2024-10-16 07:48:22,007 - Train: 19.15% [239550/1251000] [191.5/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002739] [CE 4.311 (4.468)] [KD 4.118 (4.006)] 2024-10-16 07:48:34,376 - Train: 19.15% [239600/1251000] [191.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002739] [CE 4.109 (4.425)] [KD 4.284 (4.001)] 2024-10-16 07:48:46,973 - Train: 19.16% [239650/1251000] [191.6/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002739] [CE 4.123 (4.379)] [KD 3.968 (4.021)] 2024-10-16 07:48:59,397 - Train: 19.16% [239700/1251000] [191.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002739] [CE 4.206 (4.370)] [KD 4.038 (4.038)] 2024-10-16 07:49:11,859 - Train: 19.16% [239750/1251000] [191.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.002739] [CE 4.611 (4.404)] [KD 4.183 (4.064)] 2024-10-16 07:49:24,242 - Train: 19.17% [239800/1251000] [191.7/1000.0] [batch_t 0.278 (0.248)] [data_t 0.009] [optim_t 0.270] [lr 0.002739] [CE 3.945 (4.413)] [KD 3.910 (4.066)] 2024-10-16 07:49:37,189 - Train: 19.17% [239850/1251000] [191.7/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.002739] [CE 4.587 (4.386)] [KD 4.072 (4.037)] 2024-10-16 07:49:49,257 - Train: 19.18% [239900/1251000] [191.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002739] [CE 4.290 (4.351)] [KD 4.098 (3.977)] 2024-10-16 07:50:01,779 - Train: 19.18% [239950/1251000] [191.8/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002738] [CE 4.054 (4.355)] [KD 4.183 (4.050)] 2024-10-16 07:50:14,209 - Train: 19.18% [240000/1251000] [191.8/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002738] [CE 4.861 (4.328)] [KD 4.134 (3.974)] 2024-10-16 07:50:26,668 - Train: 19.19% [240050/1251000] [191.9/1000.0] [batch_t 0.365 (0.249)] [data_t 0.009] [optim_t 0.356] [lr 0.002738] [CE 4.449 (4.364)] [KD 4.086 (3.950)] 2024-10-16 07:50:39,175 - Train: 19.19% [240100/1251000] [191.9/1000.0] [batch_t 0.360 (0.250)] [data_t 0.009] [optim_t 0.351] [lr 0.002738] [CE 3.323 (4.345)] [KD 3.671 (3.991)] 2024-10-16 07:50:51,387 - Train: 19.20% [240150/1251000] [192.0/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.263] [lr 0.002738] [CE 4.300 (4.451)] [KD 4.026 (4.122)] 2024-10-16 07:51:01,615 - ==> Total time: 16:37:42 Eta: 2 days, 21:58:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:51:09,227 - Train: 19.20% [240200/1251000] [192.0/1000.0] [batch_t 0.233 (0.362)] [data_t 0.009] [optim_t 0.224] [lr 0.002738] [CE 4.193 (4.376)] [KD 3.855 (3.925)] 2024-10-16 07:51:21,284 - Train: 19.20% [240250/1251000] [192.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002738] [CE 3.461 (4.310)] [KD 3.750 (3.908)] 2024-10-16 07:51:33,347 - Train: 19.21% [240300/1251000] [192.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002738] [CE 4.290 (4.310)] [KD 3.804 (3.991)] 2024-10-16 07:51:45,262 - Train: 19.21% [240350/1251000] [192.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002738] [CE 4.082 (4.298)] [KD 3.908 (3.935)] 2024-10-16 07:51:57,193 - Train: 19.22% [240400/1251000] [192.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002738] [CE 4.478 (4.394)] [KD 4.315 (4.058)] 2024-10-16 07:52:09,272 - Train: 19.22% [240450/1251000] [192.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002737] [CE 4.142 (4.394)] [KD 3.968 (4.074)] 2024-10-16 07:52:21,018 - Train: 19.22% [240500/1251000] [192.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002737] [CE 4.393 (4.344)] [KD 3.861 (3.998)] 2024-10-16 07:52:33,372 - Train: 19.23% [240550/1251000] [192.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002737] [CE 4.238 (4.302)] [KD 3.965 (3.922)] 2024-10-16 07:52:45,292 - Train: 19.23% [240600/1251000] [192.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002737] [CE 4.640 (4.391)] [KD 4.173 (4.007)] 2024-10-16 07:52:56,955 - Train: 19.24% [240650/1251000] [192.4/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002737] [CE 4.154 (4.447)] [KD 3.962 (4.067)] 2024-10-16 07:53:08,672 - Train: 19.24% [240700/1251000] [192.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002737] [CE 4.426 (4.388)] [KD 3.907 (4.044)] 2024-10-16 07:53:20,883 - Train: 19.24% [240750/1251000] [192.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002737] [CE 4.264 (4.344)] [KD 3.892 (4.026)] 2024-10-16 07:53:32,746 - Train: 19.25% [240800/1251000] [192.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002737] [CE 4.641 (4.304)] [KD 4.101 (3.931)] 2024-10-16 07:53:45,000 - Train: 19.25% [240850/1251000] [192.5/1000.0] [batch_t 0.272 (0.245)] [data_t 0.009] [optim_t 0.263] [lr 0.002737] [CE 3.917 (4.333)] [KD 3.937 (4.005)] 2024-10-16 07:53:57,281 - Train: 19.26% [240900/1251000] [192.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002736] [CE 4.356 (4.402)] [KD 3.844 (3.959)] 2024-10-16 07:54:09,111 - Train: 19.26% [240950/1251000] [192.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002736] [CE 4.492 (4.382)] [KD 4.088 (3.986)] 2024-10-16 07:54:21,195 - Train: 19.26% [241000/1251000] [192.6/1000.0] [batch_t 0.270 (0.242)] [data_t 0.009] [optim_t 0.261] [lr 0.002736] [CE 4.430 (4.380)] [KD 4.029 (4.062)] 2024-10-16 07:54:33,480 - Train: 19.27% [241050/1251000] [192.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002736] [CE 4.570 (4.411)] [KD 4.149 (4.047)] 2024-10-16 07:54:45,981 - Train: 19.27% [241100/1251000] [192.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002736] [CE 3.853 (4.305)] [KD 3.933 (3.995)] 2024-10-16 07:54:58,252 - Train: 19.28% [241150/1251000] [192.8/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002736] [CE 4.235 (4.404)] [KD 3.932 (3.964)] 2024-10-16 07:55:10,608 - Train: 19.28% [241200/1251000] [192.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002736] [CE 4.894 (4.369)] [KD 4.374 (3.953)] 2024-10-16 07:55:22,969 - Train: 19.28% [241250/1251000] [192.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002736] [CE 4.655 (4.432)] [KD 4.098 (4.034)] 2024-10-16 07:55:35,255 - Train: 19.29% [241300/1251000] [192.9/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.002736] [CE 3.881 (4.358)] [KD 4.087 (4.047)] 2024-10-16 07:55:47,577 - Train: 19.29% [241350/1251000] [192.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002735] [CE 4.648 (4.309)] [KD 4.167 (4.043)] 2024-10-16 07:56:00,348 - Train: 19.30% [241400/1251000] [193.0/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.002735] [CE 4.204 (4.408)] [KD 4.170 (4.085)] 2024-10-16 07:56:10,887 - ==> Total time: 16:42:51 Eta: 2 days, 21:53:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 07:56:16,707 - Train: 19.30% [241450/1251000] [193.0/1000.0] [batch_t 0.236 (0.618)] [data_t 0.009] [optim_t 0.227] [lr 0.002735] [CE 3.986 (4.382)] [KD 4.028 (3.921)] 2024-10-16 07:56:28,593 - Train: 19.30% [241500/1251000] [193.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002735] [CE 4.747 (4.355)] [KD 4.301 (3.938)] 2024-10-16 07:56:40,615 - Train: 19.31% [241550/1251000] [193.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002735] [CE 4.387 (4.404)] [KD 4.032 (3.976)] 2024-10-16 07:56:52,987 - Train: 19.31% [241600/1251000] [193.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002735] [CE 4.044 (4.354)] [KD 4.115 (3.960)] 2024-10-16 07:57:05,521 - Train: 19.32% [241650/1251000] [193.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002735] [CE 3.977 (4.306)] [KD 3.997 (4.045)] 2024-10-16 07:57:18,077 - Train: 19.32% [241700/1251000] [193.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002735] [CE 4.232 (4.411)] [KD 4.074 (4.043)] 2024-10-16 07:57:30,532 - Train: 19.32% [241750/1251000] [193.2/1000.0] [batch_t 0.263 (0.249)] [data_t 0.009] [optim_t 0.254] [lr 0.002735] [CE 4.363 (4.329)] [KD 3.946 (4.026)] 2024-10-16 07:57:43,177 - Train: 19.33% [241800/1251000] [193.3/1000.0] [batch_t 0.249 (0.253)] [data_t 0.009] [optim_t 0.240] [lr 0.002735] [CE 4.358 (4.249)] [KD 4.036 (3.889)] 2024-10-16 07:57:55,479 - Train: 19.33% [241850/1251000] [193.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002734] [CE 4.167 (4.401)] [KD 3.943 (4.053)] 2024-10-16 07:58:07,727 - Train: 19.34% [241900/1251000] [193.4/1000.0] [batch_t 0.268 (0.245)] [data_t 0.009] [optim_t 0.259] [lr 0.002734] [CE 3.762 (4.286)] [KD 3.799 (3.972)] 2024-10-16 07:58:20,093 - Train: 19.34% [241950/1251000] [193.4/1000.0] [batch_t 0.262 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.002734] [CE 4.267 (4.409)] [KD 3.793 (4.040)] 2024-10-16 07:58:32,579 - Train: 19.34% [242000/1251000] [193.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002734] [CE 4.040 (4.314)] [KD 3.734 (3.967)] 2024-10-16 07:58:45,293 - Train: 19.35% [242050/1251000] [193.5/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002734] [CE 4.533 (4.392)] [KD 4.319 (3.998)] 2024-10-16 07:58:57,461 - Train: 19.35% [242100/1251000] [193.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002734] [CE 4.064 (4.361)] [KD 3.855 (4.028)] 2024-10-16 07:59:10,055 - Train: 19.36% [242150/1251000] [193.6/1000.0] [batch_t 0.249 (0.252)] [data_t 0.009] [optim_t 0.240] [lr 0.002734] [CE 3.641 (4.292)] [KD 3.542 (3.937)] 2024-10-16 07:59:22,649 - Train: 19.36% [242200/1251000] [193.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002734] [CE 4.507 (4.301)] [KD 3.805 (3.955)] 2024-10-16 07:59:35,076 - Train: 19.36% [242250/1251000] [193.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002734] [CE 4.481 (4.331)] [KD 3.889 (3.888)] 2024-10-16 07:59:46,987 - Train: 19.37% [242300/1251000] [193.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002733] [CE 4.381 (4.340)] [KD 3.883 (3.988)] 2024-10-16 07:59:59,357 - Train: 19.37% [242350/1251000] [193.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002733] [CE 4.200 (4.371)] [KD 3.968 (3.949)] 2024-10-16 08:00:11,716 - Train: 19.38% [242400/1251000] [193.8/1000.0] [batch_t 0.302 (0.247)] [data_t 0.009] [optim_t 0.293] [lr 0.002733] [CE 4.111 (4.371)] [KD 4.009 (4.001)] 2024-10-16 08:00:23,803 - Train: 19.38% [242450/1251000] [193.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002733] [CE 4.343 (4.370)] [KD 3.945 (3.967)] 2024-10-16 08:00:36,431 - Train: 19.38% [242500/1251000] [193.8/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002733] [CE 4.487 (4.314)] [KD 4.152 (3.959)] 2024-10-16 08:00:48,793 - Train: 19.39% [242550/1251000] [193.9/1000.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.263] [lr 0.002733] [CE 4.012 (4.420)] [KD 3.793 (3.986)] 2024-10-16 08:01:01,029 - Train: 19.39% [242600/1251000] [193.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002733] [CE 4.609 (4.350)] [KD 4.286 (4.044)] 2024-10-16 08:01:13,584 - Train: 19.40% [242650/1251000] [194.0/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002733] [CE 4.287 (4.324)] [KD 3.934 (4.002)] 2024-10-16 08:01:24,386 - ==> Total time: 16:48:05 Eta: 2 days, 21:48:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:01:29,571 - Train: 19.40% [242700/1251000] [194.0/1000.0] [batch_t 0.236 (0.632)] [data_t 0.009] [optim_t 0.228] [lr 0.002733] [CE 4.011 (4.110)] [KD 3.899 (3.842)] 2024-10-16 08:01:41,790 - Train: 19.40% [242750/1251000] [194.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002733] [CE 4.738 (4.426)] [KD 4.110 (4.009)] 2024-10-16 08:01:53,547 - Train: 19.41% [242800/1251000] [194.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002732] [CE 4.524 (4.386)] [KD 3.877 (3.953)] 2024-10-16 08:02:05,721 - Train: 19.41% [242850/1251000] [194.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002732] [CE 4.219 (4.405)] [KD 4.042 (4.071)] 2024-10-16 08:02:17,684 - Train: 19.42% [242900/1251000] [194.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002732] [CE 4.580 (4.366)] [KD 4.460 (3.996)] 2024-10-16 08:02:29,675 - Train: 19.42% [242950/1251000] [194.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002732] [CE 4.580 (4.279)] [KD 4.026 (3.960)] 2024-10-16 08:02:41,572 - Train: 19.42% [243000/1251000] [194.2/1000.0] [batch_t 0.315 (0.238)] [data_t 0.009] [optim_t 0.306] [lr 0.002732] [CE 3.982 (4.364)] [KD 3.941 (3.996)] 2024-10-16 08:02:53,517 - Train: 19.43% [243050/1251000] [194.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002732] [CE 4.241 (4.401)] [KD 4.158 (4.048)] 2024-10-16 08:03:05,513 - Train: 19.43% [243100/1251000] [194.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002732] [CE 4.481 (4.333)] [KD 3.776 (3.942)] 2024-10-16 08:03:18,096 - Train: 19.44% [243150/1251000] [194.4/1000.0] [batch_t 0.253 (0.252)] [data_t 0.009] [optim_t 0.244] [lr 0.002732] [CE 4.669 (4.353)] [KD 4.072 (3.980)] 2024-10-16 08:03:30,423 - Train: 19.44% [243200/1251000] [194.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002732] [CE 4.934 (4.417)] [KD 4.319 (4.004)] 2024-10-16 08:03:43,024 - Train: 19.44% [243250/1251000] [194.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002731] [CE 4.029 (4.364)] [KD 4.028 (4.008)] 2024-10-16 08:03:55,259 - Train: 19.45% [243300/1251000] [194.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002731] [CE 3.809 (4.380)] [KD 3.939 (4.072)] 2024-10-16 08:04:07,878 - Train: 19.45% [243350/1251000] [194.5/1000.0] [batch_t 0.254 (0.252)] [data_t 0.009] [optim_t 0.245] [lr 0.002731] [CE 4.285 (4.417)] [KD 3.691 (3.922)] 2024-10-16 08:04:20,399 - Train: 19.46% [243400/1251000] [194.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002731] [CE 4.898 (4.376)] [KD 4.461 (4.027)] 2024-10-16 08:04:33,077 - Train: 19.46% [243450/1251000] [194.6/1000.0] [batch_t 0.285 (0.253)] [data_t 0.009] [optim_t 0.276] [lr 0.002731] [CE 4.536 (4.414)] [KD 3.859 (3.967)] 2024-10-16 08:04:45,599 - Train: 19.46% [243500/1251000] [194.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002731] [CE 4.280 (4.439)] [KD 4.014 (4.015)] 2024-10-16 08:04:58,187 - Train: 19.47% [243550/1251000] [194.7/1000.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.264] [lr 0.002731] [CE 4.501 (4.400)] [KD 4.101 (4.024)] 2024-10-16 08:05:10,757 - Train: 19.47% [243600/1251000] [194.7/1000.0] [batch_t 0.307 (0.251)] [data_t 0.009] [optim_t 0.298] [lr 0.002731] [CE 4.394 (4.375)] [KD 3.824 (3.951)] 2024-10-16 08:05:23,365 - Train: 19.48% [243650/1251000] [194.8/1000.0] [batch_t 0.242 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.002731] [CE 4.670 (4.386)] [KD 4.197 (3.999)] 2024-10-16 08:05:35,818 - Train: 19.48% [243700/1251000] [194.8/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.002730] [CE 4.661 (4.357)] [KD 4.262 (3.996)] 2024-10-16 08:05:48,272 - Train: 19.48% [243750/1251000] [194.8/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.002730] [CE 4.439 (4.392)] [KD 4.012 (4.007)] 2024-10-16 08:06:00,826 - Train: 19.49% [243800/1251000] [194.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002730] [CE 3.546 (4.480)] [KD 3.488 (4.104)] 2024-10-16 08:06:13,513 - Train: 19.49% [243850/1251000] [194.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002730] [CE 3.663 (4.372)] [KD 3.767 (4.055)] 2024-10-16 08:06:25,932 - Train: 19.50% [243900/1251000] [195.0/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002730] [CE 4.286 (4.351)] [KD 4.040 (3.976)] 2024-10-16 08:06:49,271 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36508] [top5_cnt 45809] [top_all 50000] 2024-10-16 08:06:49,272 - net: 73.016 (91.618) 2024-10-16 08:07:01,857 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 39097] [top5_cnt 47035] [top_all 50000] 2024-10-16 08:07:01,858 - net_E: 78.194 (94.070) 2024-10-16 08:07:02,007 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.202 (epoch: 175)] 2024-10-16 08:07:02,008 - ==> Total time: 16:53:42 Eta: 2 days, 21:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:07:10,667 - Train: 19.50% [243950/1251000] [195.0/1000.0] [batch_t 0.233 (0.462)] [data_t 0.009] [optim_t 0.224] [lr 0.002730] [CE 4.790 (4.385)] [KD 3.954 (3.987)] 2024-10-16 08:07:22,920 - Train: 19.50% [244000/1251000] [195.0/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002730] [CE 4.467 (4.426)] [KD 4.017 (4.027)] 2024-10-16 08:07:35,010 - Train: 19.51% [244050/1251000] [195.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002730] [CE 4.248 (4.350)] [KD 3.979 (3.973)] 2024-10-16 08:07:46,768 - Train: 19.51% [244100/1251000] [195.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002730] [CE 4.303 (4.426)] [KD 3.973 (4.044)] 2024-10-16 08:07:58,983 - Train: 19.52% [244150/1251000] [195.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002730] [CE 4.662 (4.330)] [KD 4.077 (4.037)] 2024-10-16 08:08:11,117 - Train: 19.52% [244200/1251000] [195.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002729] [CE 3.850 (4.372)] [KD 3.823 (3.996)] 2024-10-16 08:08:23,047 - Train: 19.52% [244250/1251000] [195.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002729] [CE 4.726 (4.346)] [KD 4.151 (3.963)] 2024-10-16 08:08:34,892 - Train: 19.53% [244300/1251000] [195.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002729] [CE 4.047 (4.418)] [KD 3.760 (4.065)] 2024-10-16 08:08:47,264 - Train: 19.53% [244350/1251000] [195.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002729] [CE 4.137 (4.392)] [KD 3.805 (3.964)] 2024-10-16 08:08:59,211 - Train: 19.54% [244400/1251000] [195.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002729] [CE 4.308 (4.370)] [KD 4.038 (3.990)] 2024-10-16 08:09:10,988 - Train: 19.54% [244450/1251000] [195.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002729] [CE 4.125 (4.352)] [KD 3.804 (4.006)] 2024-10-16 08:09:23,116 - Train: 19.54% [244500/1251000] [195.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002729] [CE 4.443 (4.340)] [KD 4.058 (3.952)] 2024-10-16 08:09:35,321 - Train: 19.55% [244550/1251000] [195.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002729] [CE 4.206 (4.380)] [KD 3.779 (3.953)] 2024-10-16 08:09:47,362 - Train: 19.55% [244600/1251000] [195.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002729] [CE 4.687 (4.383)] [KD 4.265 (3.964)] 2024-10-16 08:09:59,308 - Train: 19.56% [244650/1251000] [195.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 4.571 (4.438)] [KD 4.146 (4.042)] 2024-10-16 08:10:11,170 - Train: 19.56% [244700/1251000] [195.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 4.209 (4.333)] [KD 4.112 (3.957)] 2024-10-16 08:10:23,273 - Train: 19.56% [244750/1251000] [195.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002728] [CE 4.448 (4.395)] [KD 4.122 (4.012)] 2024-10-16 08:10:35,578 - Train: 19.57% [244800/1251000] [195.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 3.925 (4.318)] [KD 3.980 (3.986)] 2024-10-16 08:10:47,448 - Train: 19.57% [244850/1251000] [195.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 4.563 (4.418)] [KD 4.094 (4.026)] 2024-10-16 08:10:59,364 - Train: 19.58% [244900/1251000] [195.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002728] [CE 4.335 (4.418)] [KD 4.066 (3.947)] 2024-10-16 08:11:11,618 - Train: 19.58% [244950/1251000] [195.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002728] [CE 4.362 (4.311)] [KD 3.695 (3.899)] 2024-10-16 08:11:23,800 - Train: 19.58% [245000/1251000] [195.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002728] [CE 4.789 (4.335)] [KD 4.050 (3.946)] 2024-10-16 08:11:35,573 - Train: 19.59% [245050/1251000] [195.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002728] [CE 4.504 (4.413)] [KD 4.029 (3.995)] 2024-10-16 08:11:47,463 - Train: 19.59% [245100/1251000] [195.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002727] [CE 4.215 (4.385)] [KD 3.930 (4.019)] 2024-10-16 08:11:59,850 - Train: 19.60% [245150/1251000] [196.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002727] [CE 4.102 (4.372)] [KD 3.883 (4.056)] 2024-10-16 08:12:10,908 - ==> Total time: 16:58:51 Eta: 2 days, 21:39:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:12:15,597 - Train: 19.60% [245200/1251000] [196.0/1000.0] [batch_t 0.242 (0.848)] [data_t 0.009] [optim_t 0.233] [lr 0.002727] [CE 4.111 (4.322)] [KD 3.806 (3.805)] 2024-10-16 08:12:27,574 - Train: 19.60% [245250/1251000] [196.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002727] [CE 4.004 (4.323)] [KD 3.842 (3.903)] 2024-10-16 08:12:39,674 - Train: 19.61% [245300/1251000] [196.1/1000.0] [batch_t 0.422 (0.242)] [data_t 0.009] [optim_t 0.413] [lr 0.002727] [CE 4.004 (4.279)] [KD 3.603 (3.930)] 2024-10-16 08:12:51,424 - Train: 19.61% [245350/1251000] [196.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002727] [CE 4.357 (4.419)] [KD 4.195 (4.018)] 2024-10-16 08:13:03,553 - Train: 19.62% [245400/1251000] [196.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002727] [CE 4.579 (4.392)] [KD 4.184 (4.003)] 2024-10-16 08:13:15,323 - Train: 19.62% [245450/1251000] [196.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002727] [CE 4.536 (4.341)] [KD 4.151 (3.930)] 2024-10-16 08:13:27,624 - Train: 19.62% [245500/1251000] [196.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002727] [CE 4.192 (4.362)] [KD 4.012 (3.985)] 2024-10-16 08:13:39,636 - Train: 19.63% [245550/1251000] [196.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002727] [CE 4.381 (4.337)] [KD 3.896 (3.990)] 2024-10-16 08:13:51,424 - Train: 19.63% [245600/1251000] [196.3/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002726] [CE 4.564 (4.337)] [KD 3.897 (3.898)] 2024-10-16 08:14:03,229 - Train: 19.64% [245650/1251000] [196.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002726] [CE 4.904 (4.382)] [KD 4.167 (4.006)] 2024-10-16 08:14:15,466 - Train: 19.64% [245700/1251000] [196.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002726] [CE 4.923 (4.374)] [KD 4.100 (4.015)] 2024-10-16 08:14:27,342 - Train: 19.64% [245750/1251000] [196.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002726] [CE 4.503 (4.385)] [KD 4.182 (4.072)] 2024-10-16 08:14:39,501 - Train: 19.65% [245800/1251000] [196.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002726] [CE 4.884 (4.412)] [KD 4.268 (4.039)] 2024-10-16 08:14:51,350 - Train: 19.65% [245850/1251000] [196.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002726] [CE 4.661 (4.386)] [KD 4.108 (4.029)] 2024-10-16 08:15:03,234 - Train: 19.66% [245900/1251000] [196.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002726] [CE 4.538 (4.416)] [KD 4.309 (4.013)] 2024-10-16 08:15:15,160 - Train: 19.66% [245950/1251000] [196.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002726] [CE 4.389 (4.358)] [KD 4.191 (4.015)] 2024-10-16 08:15:27,231 - Train: 19.66% [246000/1251000] [196.6/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002726] [CE 4.479 (4.345)] [KD 4.045 (3.960)] 2024-10-16 08:15:39,245 - Train: 19.67% [246050/1251000] [196.7/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002725] [CE 4.340 (4.366)] [KD 3.964 (3.912)] 2024-10-16 08:15:51,437 - Train: 19.67% [246100/1251000] [196.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002725] [CE 4.779 (4.357)] [KD 4.401 (4.008)] 2024-10-16 08:16:03,582 - Train: 19.68% [246150/1251000] [196.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002725] [CE 4.611 (4.391)] [KD 3.916 (3.957)] 2024-10-16 08:16:15,920 - Train: 19.68% [246200/1251000] [196.8/1000.0] [batch_t 0.489 (0.247)] [data_t 0.009] [optim_t 0.481] [lr 0.002725] [CE 4.351 (4.364)] [KD 4.127 (3.955)] 2024-10-16 08:16:27,759 - Train: 19.68% [246250/1251000] [196.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002725] [CE 4.772 (4.393)] [KD 3.912 (4.043)] 2024-10-16 08:16:40,137 - Train: 19.69% [246300/1251000] [196.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002725] [CE 4.147 (4.337)] [KD 3.834 (3.971)] 2024-10-16 08:16:52,048 - Train: 19.69% [246350/1251000] [196.9/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002725] [CE 4.280 (4.371)] [KD 3.716 (3.874)] 2024-10-16 08:17:04,200 - Train: 19.70% [246400/1251000] [197.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002725] [CE 4.517 (4.362)] [KD 4.031 (3.976)] 2024-10-16 08:17:15,345 - ==> Total time: 17:03:55 Eta: 2 days, 21:33:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:17:20,092 - Train: 19.70% [246450/1251000] [197.0/1000.0] [batch_t 0.231 (1.166)] [data_t 0.009] [optim_t 0.222] [lr 0.002725] [CE 4.222 (4.337)] [KD 3.613 (3.803)] 2024-10-16 08:17:32,068 - Train: 19.70% [246500/1251000] [197.0/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002724] [CE 3.736 (4.345)] [KD 3.773 (3.997)] 2024-10-16 08:17:44,057 - Train: 19.71% [246550/1251000] [197.1/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002724] [CE 4.092 (4.374)] [KD 4.024 (3.999)] 2024-10-16 08:17:56,523 - Train: 19.71% [246600/1251000] [197.1/1000.0] [batch_t 0.388 (0.249)] [data_t 0.009] [optim_t 0.379] [lr 0.002724] [CE 4.817 (4.370)] [KD 4.144 (3.976)] 2024-10-16 08:18:08,240 - Train: 19.72% [246650/1251000] [197.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002724] [CE 4.149 (4.435)] [KD 3.916 (4.064)] 2024-10-16 08:18:20,353 - Train: 19.72% [246700/1251000] [197.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002724] [CE 4.582 (4.382)] [KD 4.308 (4.022)] 2024-10-16 08:18:32,090 - Train: 19.72% [246750/1251000] [197.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002724] [CE 4.409 (4.398)] [KD 3.912 (4.027)] 2024-10-16 08:18:44,203 - Train: 19.73% [246800/1251000] [197.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002724] [CE 3.746 (4.428)] [KD 3.760 (4.009)] 2024-10-16 08:18:56,275 - Train: 19.73% [246850/1251000] [197.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002724] [CE 4.920 (4.403)] [KD 4.136 (4.004)] 2024-10-16 08:19:08,666 - Train: 19.74% [246900/1251000] [197.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002724] [CE 4.028 (4.340)] [KD 3.856 (4.009)] 2024-10-16 08:19:20,616 - Train: 19.74% [246950/1251000] [197.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002723] [CE 4.387 (4.301)] [KD 3.968 (3.920)] 2024-10-16 08:19:33,045 - Train: 19.74% [247000/1251000] [197.4/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002723] [CE 4.762 (4.361)] [KD 4.195 (3.991)] 2024-10-16 08:19:44,881 - Train: 19.75% [247050/1251000] [197.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002723] [CE 3.929 (4.373)] [KD 3.917 (3.970)] 2024-10-16 08:19:56,980 - Train: 19.75% [247100/1251000] [197.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002723] [CE 4.293 (4.402)] [KD 3.951 (4.006)] 2024-10-16 08:20:08,980 - Train: 19.76% [247150/1251000] [197.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002723] [CE 4.319 (4.389)] [KD 4.095 (3.968)] 2024-10-16 08:20:21,253 - Train: 19.76% [247200/1251000] [197.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002723] [CE 4.648 (4.314)] [KD 4.029 (3.942)] 2024-10-16 08:20:33,394 - Train: 19.76% [247250/1251000] [197.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002723] [CE 4.491 (4.303)] [KD 3.797 (3.934)] 2024-10-16 08:20:45,593 - Train: 19.77% [247300/1251000] [197.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002723] [CE 4.769 (4.354)] [KD 4.480 (3.941)] 2024-10-16 08:20:57,851 - Train: 19.77% [247350/1251000] [197.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002723] [CE 4.647 (4.359)] [KD 4.061 (3.947)] 2024-10-16 08:21:10,147 - Train: 19.78% [247400/1251000] [197.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002723] [CE 4.747 (4.301)] [KD 4.234 (3.965)] 2024-10-16 08:21:22,161 - Train: 19.78% [247450/1251000] [197.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002722] [CE 4.561 (4.355)] [KD 4.193 (4.075)] 2024-10-16 08:21:34,034 - Train: 19.78% [247500/1251000] [197.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002722] [CE 4.610 (4.401)] [KD 4.136 (3.981)] 2024-10-16 08:21:46,087 - Train: 19.79% [247550/1251000] [197.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002722] [CE 4.271 (4.381)] [KD 3.889 (4.000)] 2024-10-16 08:21:58,281 - Train: 19.79% [247600/1251000] [197.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002722] [CE 4.319 (4.329)] [KD 3.843 (3.951)] 2024-10-16 08:22:10,251 - Train: 19.80% [247650/1251000] [198.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002722] [CE 4.375 (4.388)] [KD 3.867 (3.981)] 2024-10-16 08:22:21,960 - ==> Total time: 17:09:02 Eta: 2 days, 21:28:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:22:26,492 - Train: 19.80% [247700/1251000] [198.0/1000.0] [batch_t 0.255 (1.596)] [data_t 0.009] [optim_t 0.246] [lr 0.002722] [CE 3.633 (3.997)] [KD 3.628 (3.749)] 2024-10-16 08:22:38,294 - Train: 19.80% [247750/1251000] [198.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002722] [CE 4.266 (4.423)] [KD 3.972 (3.973)] 2024-10-16 08:22:50,435 - Train: 19.81% [247800/1251000] [198.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002722] [CE 4.739 (4.380)] [KD 3.957 (4.013)] 2024-10-16 08:23:02,371 - Train: 19.81% [247850/1251000] [198.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002722] [CE 4.332 (4.409)] [KD 3.893 (3.994)] 2024-10-16 08:23:14,274 - Train: 19.82% [247900/1251000] [198.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002721] [CE 4.619 (4.387)] [KD 4.053 (3.946)] 2024-10-16 08:23:26,176 - Train: 19.82% [247950/1251000] [198.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002721] [CE 4.207 (4.355)] [KD 3.953 (3.963)] 2024-10-16 08:23:38,296 - Train: 19.82% [248000/1251000] [198.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002721] [CE 4.613 (4.413)] [KD 4.212 (4.009)] 2024-10-16 08:23:50,295 - Train: 19.83% [248050/1251000] [198.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002721] [CE 4.587 (4.439)] [KD 4.138 (4.021)] 2024-10-16 08:24:02,479 - Train: 19.83% [248100/1251000] [198.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.002721] [CE 3.942 (4.364)] [KD 3.767 (4.010)] 2024-10-16 08:24:14,403 - Train: 19.84% [248150/1251000] [198.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002721] [CE 3.992 (4.398)] [KD 3.888 (4.024)] 2024-10-16 08:24:26,169 - Train: 19.84% [248200/1251000] [198.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002721] [CE 4.583 (4.403)] [KD 4.270 (4.048)] 2024-10-16 08:24:38,001 - Train: 19.84% [248250/1251000] [198.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002721] [CE 4.280 (4.441)] [KD 4.143 (4.006)] 2024-10-16 08:24:50,193 - Train: 19.85% [248300/1251000] [198.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002721] [CE 4.132 (4.404)] [KD 3.622 (3.959)] 2024-10-16 08:25:02,171 - Train: 19.85% [248350/1251000] [198.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002720] [CE 3.536 (4.337)] [KD 3.577 (3.965)] 2024-10-16 08:25:13,893 - Train: 19.86% [248400/1251000] [198.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002720] [CE 3.981 (4.295)] [KD 4.032 (3.945)] 2024-10-16 08:25:25,978 - Train: 19.86% [248450/1251000] [198.6/1000.0] [batch_t 0.503 (0.242)] [data_t 0.009] [optim_t 0.494] [lr 0.002720] [CE 4.329 (4.302)] [KD 4.019 (3.967)] 2024-10-16 08:25:38,128 - Train: 19.86% [248500/1251000] [198.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002720] [CE 4.732 (4.391)] [KD 4.129 (4.045)] 2024-10-16 08:25:50,163 - Train: 19.87% [248550/1251000] [198.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002720] [CE 4.292 (4.365)] [KD 3.830 (3.985)] 2024-10-16 08:26:02,049 - Train: 19.87% [248600/1251000] [198.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002720] [CE 4.468 (4.426)] [KD 3.983 (4.025)] 2024-10-16 08:26:14,124 - Train: 19.88% [248650/1251000] [198.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002720] [CE 4.360 (4.392)] [KD 4.029 (4.025)] 2024-10-16 08:26:26,460 - Train: 19.88% [248700/1251000] [198.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002720] [CE 4.567 (4.372)] [KD 4.321 (4.055)] 2024-10-16 08:26:38,517 - Train: 19.88% [248750/1251000] [198.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002720] [CE 4.678 (4.403)] [KD 4.251 (4.040)] 2024-10-16 08:26:50,863 - Train: 19.89% [248800/1251000] [198.9/1000.0] [batch_t 0.255 (0.247)] [data_t 0.009] [optim_t 0.246] [lr 0.002719] [CE 4.196 (4.381)] [KD 3.883 (4.008)] 2024-10-16 08:27:03,225 - Train: 19.89% [248850/1251000] [198.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002719] [CE 3.915 (4.384)] [KD 3.944 (3.967)] 2024-10-16 08:27:15,426 - Train: 19.90% [248900/1251000] [199.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002719] [CE 3.540 (4.345)] [KD 3.662 (4.010)] 2024-10-16 08:27:27,086 - ==> Total time: 17:14:07 Eta: 2 days, 21:22:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:27:30,917 - Train: 19.90% [248950/1251000] [199.0/1000.0] [batch_t 2.555 (2.555)] [data_t 1.341] [optim_t 1.214] [lr 0.002719] [CE 4.621 (4.621)] [KD 4.143 (4.143)] 2024-10-16 08:27:43,010 - Train: 19.90% [249000/1251000] [199.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002719] [CE 3.681 (4.273)] [KD 3.688 (3.888)] 2024-10-16 08:27:54,937 - Train: 19.91% [249050/1251000] [199.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002719] [CE 4.386 (4.394)] [KD 3.832 (3.918)] 2024-10-16 08:28:07,067 - Train: 19.91% [249100/1251000] [199.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002719] [CE 4.597 (4.399)] [KD 3.884 (3.924)] 2024-10-16 08:28:19,359 - Train: 19.92% [249150/1251000] [199.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002719] [CE 4.453 (4.358)] [KD 4.066 (4.000)] 2024-10-16 08:28:31,267 - Train: 19.92% [249200/1251000] [199.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002719] [CE 3.970 (4.342)] [KD 3.747 (3.952)] 2024-10-16 08:28:43,686 - Train: 19.92% [249250/1251000] [199.2/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002718] [CE 4.002 (4.342)] [KD 3.839 (3.988)] 2024-10-16 08:28:55,851 - Train: 19.93% [249300/1251000] [199.3/1000.0] [batch_t 0.274 (0.243)] [data_t 0.009] [optim_t 0.265] [lr 0.002718] [CE 4.524 (4.357)] [KD 4.292 (3.956)] 2024-10-16 08:29:08,108 - Train: 19.93% [249350/1251000] [199.3/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.002718] [CE 4.114 (4.387)] [KD 3.895 (3.975)] 2024-10-16 08:29:20,212 - Train: 19.94% [249400/1251000] [199.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002718] [CE 4.828 (4.359)] [KD 4.162 (3.956)] 2024-10-16 08:29:32,720 - Train: 19.94% [249450/1251000] [199.4/1000.0] [batch_t 0.356 (0.250)] [data_t 0.009] [optim_t 0.347] [lr 0.002718] [CE 4.240 (4.340)] [KD 3.936 (4.035)] 2024-10-16 08:29:44,588 - Train: 19.94% [249500/1251000] [199.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002718] [CE 4.489 (4.318)] [KD 4.208 (4.023)] 2024-10-16 08:29:56,666 - Train: 19.95% [249550/1251000] [199.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002718] [CE 4.686 (4.343)] [KD 4.201 (3.973)] 2024-10-16 08:30:08,641 - Train: 19.95% [249600/1251000] [199.5/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002718] [CE 4.424 (4.333)] [KD 4.087 (4.016)] 2024-10-16 08:30:20,694 - Train: 19.96% [249650/1251000] [199.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002718] [CE 4.830 (4.387)] [KD 4.134 (4.087)] 2024-10-16 08:30:32,704 - Train: 19.96% [249700/1251000] [199.6/1000.0] [batch_t 0.270 (0.240)] [data_t 0.009] [optim_t 0.261] [lr 0.002717] [CE 4.403 (4.412)] [KD 4.025 (4.037)] 2024-10-16 08:30:45,066 - Train: 19.96% [249750/1251000] [199.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002717] [CE 3.693 (4.331)] [KD 3.914 (3.893)] 2024-10-16 08:30:56,903 - Train: 19.97% [249800/1251000] [199.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002717] [CE 4.457 (4.389)] [KD 3.769 (4.034)] 2024-10-16 08:31:08,989 - Train: 19.97% [249850/1251000] [199.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002717] [CE 4.828 (4.451)] [KD 4.282 (4.131)] 2024-10-16 08:31:20,969 - Train: 19.98% [249900/1251000] [199.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002717] [CE 4.772 (4.439)] [KD 4.239 (4.066)] 2024-10-16 08:31:33,039 - Train: 19.98% [249950/1251000] [199.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002717] [CE 4.217 (4.436)] [KD 3.942 (3.981)] 2024-10-16 08:31:45,025 - Train: 19.98% [250000/1251000] [199.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002717] [CE 4.179 (4.345)] [KD 3.994 (3.991)] 2024-10-16 08:31:57,197 - Train: 19.99% [250050/1251000] [199.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002717] [CE 4.455 (4.322)] [KD 4.041 (4.012)] 2024-10-16 08:32:09,232 - Train: 19.99% [250100/1251000] [199.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002717] [CE 4.334 (4.444)] [KD 4.006 (4.049)] 2024-10-16 08:32:21,214 - Train: 20.00% [250150/1251000] [200.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002717] [CE 4.672 (4.351)] [KD 4.345 (4.025)] 2024-10-16 08:32:32,924 - Train: 20.00% [250200/1251000] [200.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002716] [CE 4.082 (4.372)] [KD 3.709 (3.991)] 2024-10-16 08:32:44,993 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36526] [top5_cnt 45768] [top_all 50000] 2024-10-16 08:32:44,994 - net: 73.052 (91.536) 2024-10-16 08:32:57,391 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39177] [top5_cnt 47030] [top_all 50000] 2024-10-16 08:32:57,391 - net_E: 78.354 (94.060) 2024-10-16 08:32:57,554 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 08:32:57,554 - ==> Total time: 17:19:38 Eta: 2 days, 21:18:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:33:15,394 - Train: 20.00% [250250/1251000] [200.0/1000.0] [batch_t 0.234 (0.267)] [data_t 0.009] [optim_t 0.225] [lr 0.002716] [CE 4.395 (4.366)] [KD 4.023 (3.969)] 2024-10-16 08:33:28,249 - Train: 20.01% [250300/1251000] [200.1/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.002716] [CE 4.884 (4.261)] [KD 4.104 (3.883)] 2024-10-16 08:33:40,076 - Train: 20.01% [250350/1251000] [200.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002716] [CE 4.463 (4.388)] [KD 4.184 (3.990)] 2024-10-16 08:33:51,887 - Train: 20.02% [250400/1251000] [200.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002716] [CE 4.014 (4.356)] [KD 3.795 (3.959)] 2024-10-16 08:34:03,941 - Train: 20.02% [250450/1251000] [200.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002716] [CE 3.927 (4.300)] [KD 4.018 (3.888)] 2024-10-16 08:34:16,039 - Train: 20.02% [250500/1251000] [200.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002716] [CE 4.495 (4.312)] [KD 4.146 (3.955)] 2024-10-16 08:34:28,014 - Train: 20.03% [250550/1251000] [200.3/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002716] [CE 4.035 (4.325)] [KD 3.631 (3.967)] 2024-10-16 08:34:40,014 - Train: 20.03% [250600/1251000] [200.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002716] [CE 4.336 (4.355)] [KD 4.126 (3.968)] 2024-10-16 08:34:52,240 - Train: 20.04% [250650/1251000] [200.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002715] [CE 4.925 (4.374)] [KD 4.197 (4.007)] 2024-10-16 08:35:04,220 - Train: 20.04% [250700/1251000] [200.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002715] [CE 4.057 (4.360)] [KD 3.707 (4.004)] 2024-10-16 08:35:16,119 - Train: 20.04% [250750/1251000] [200.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002715] [CE 4.384 (4.383)] [KD 3.815 (3.910)] 2024-10-16 08:35:28,382 - Train: 20.05% [250800/1251000] [200.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002715] [CE 4.618 (4.383)] [KD 4.012 (3.974)] 2024-10-16 08:35:40,353 - Train: 20.05% [250850/1251000] [200.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002715] [CE 4.450 (4.329)] [KD 4.099 (3.988)] 2024-10-16 08:35:52,384 - Train: 20.06% [250900/1251000] [200.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002715] [CE 3.942 (4.374)] [KD 3.654 (3.980)] 2024-10-16 08:36:04,746 - Train: 20.06% [250950/1251000] [200.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002715] [CE 4.345 (4.337)] [KD 3.853 (3.960)] 2024-10-16 08:36:16,659 - Train: 20.06% [251000/1251000] [200.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002715] [CE 3.712 (4.372)] [KD 3.655 (4.038)] 2024-10-16 08:36:28,651 - Train: 20.07% [251050/1251000] [200.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002715] [CE 4.692 (4.431)] [KD 4.113 (4.064)] 2024-10-16 08:36:41,071 - Train: 20.07% [251100/1251000] [200.7/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002714] [CE 4.215 (4.337)] [KD 3.842 (3.971)] 2024-10-16 08:36:53,085 - Train: 20.08% [251150/1251000] [200.8/1000.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002714] [CE 4.024 (4.406)] [KD 3.629 (3.993)] 2024-10-16 08:37:04,955 - Train: 20.08% [251200/1251000] [200.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002714] [CE 4.583 (4.431)] [KD 4.150 (4.043)] 2024-10-16 08:37:17,125 - Train: 20.08% [251250/1251000] [200.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002714] [CE 4.493 (4.403)] [KD 4.220 (4.013)] 2024-10-16 08:37:29,450 - Train: 20.09% [251300/1251000] [200.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002714] [CE 4.058 (4.373)] [KD 4.103 (4.048)] 2024-10-16 08:37:41,418 - Train: 20.09% [251350/1251000] [200.9/1000.0] [batch_t 0.293 (0.239)] [data_t 0.009] [optim_t 0.284] [lr 0.002714] [CE 4.291 (4.368)] [KD 3.882 (3.986)] 2024-10-16 08:37:54,003 - Train: 20.10% [251400/1251000] [201.0/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002714] [CE 4.537 (4.395)] [KD 3.915 (4.031)] 2024-10-16 08:38:05,850 - Train: 20.10% [251450/1251000] [201.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002714] [CE 4.544 (4.347)] [KD 4.073 (4.001)] 2024-10-16 08:38:18,252 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 35781] [top5_cnt 45460] [top_all 50000] 2024-10-16 08:38:18,252 - net: 71.562 (90.920) 2024-10-16 08:38:30,802 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 39142] [top5_cnt 47048] [top_all 50000] 2024-10-16 08:38:30,802 - net_E: 78.284 (94.096) 2024-10-16 08:38:30,922 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 08:38:30,922 - ==> Total time: 17:25:11 Eta: 2 days, 21:14:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:38:46,718 - Train: 20.10% [251500/1251000] [201.0/1000.0] [batch_t 0.241 (0.292)] [data_t 0.009] [optim_t 0.233] [lr 0.002714] [CE 4.494 (4.374)] [KD 4.154 (4.015)] 2024-10-16 08:38:58,894 - Train: 20.11% [251550/1251000] [201.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002713] [CE 4.673 (4.344)] [KD 4.266 (4.036)] 2024-10-16 08:39:11,060 - Train: 20.11% [251600/1251000] [201.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002713] [CE 3.714 (4.310)] [KD 3.751 (3.946)] 2024-10-16 08:39:23,065 - Train: 20.12% [251650/1251000] [201.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002713] [CE 3.960 (4.354)] [KD 3.810 (3.995)] 2024-10-16 08:39:34,979 - Train: 20.12% [251700/1251000] [201.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002713] [CE 4.113 (4.350)] [KD 3.844 (4.001)] 2024-10-16 08:39:47,042 - Train: 20.12% [251750/1251000] [201.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002713] [CE 4.580 (4.349)] [KD 3.996 (3.946)] 2024-10-16 08:39:59,138 - Train: 20.13% [251800/1251000] [201.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002713] [CE 4.516 (4.378)] [KD 4.096 (3.855)] 2024-10-16 08:40:10,909 - Train: 20.13% [251850/1251000] [201.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002713] [CE 4.127 (4.307)] [KD 4.131 (3.974)] 2024-10-16 08:40:22,701 - Train: 20.14% [251900/1251000] [201.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002713] [CE 4.060 (4.397)] [KD 4.154 (4.000)] 2024-10-16 08:40:35,081 - Train: 20.14% [251950/1251000] [201.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002713] [CE 4.842 (4.327)] [KD 4.409 (3.956)] 2024-10-16 08:40:47,279 - Train: 20.14% [252000/1251000] [201.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002712] [CE 4.334 (4.368)] [KD 3.913 (3.991)] 2024-10-16 08:40:59,046 - Train: 20.15% [252050/1251000] [201.5/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.002712] [CE 4.924 (4.437)] [KD 4.090 (4.026)] 2024-10-16 08:41:10,852 - Train: 20.15% [252100/1251000] [201.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002712] [CE 4.217 (4.346)] [KD 3.789 (3.939)] 2024-10-16 08:41:23,104 - Train: 20.16% [252150/1251000] [201.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002712] [CE 3.999 (4.357)] [KD 3.962 (3.949)] 2024-10-16 08:41:35,046 - Train: 20.16% [252200/1251000] [201.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002712] [CE 4.466 (4.354)] [KD 3.874 (4.003)] 2024-10-16 08:41:46,934 - Train: 20.16% [252250/1251000] [201.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002712] [CE 4.911 (4.369)] [KD 4.351 (4.003)] 2024-10-16 08:41:59,213 - Train: 20.17% [252300/1251000] [201.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002712] [CE 4.118 (4.318)] [KD 3.917 (3.950)] 2024-10-16 08:42:11,482 - Train: 20.17% [252350/1251000] [201.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002712] [CE 4.179 (4.341)] [KD 3.876 (3.979)] 2024-10-16 08:42:23,527 - Train: 20.18% [252400/1251000] [201.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002712] [CE 4.149 (4.463)] [KD 3.921 (4.055)] 2024-10-16 08:42:35,485 - Train: 20.18% [252450/1251000] [201.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002711] [CE 3.924 (4.303)] [KD 3.806 (3.973)] 2024-10-16 08:42:47,311 - Train: 20.18% [252500/1251000] [201.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002711] [CE 4.464 (4.381)] [KD 4.214 (4.025)] 2024-10-16 08:42:59,625 - Train: 20.19% [252550/1251000] [201.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002711] [CE 4.165 (4.450)] [KD 3.713 (4.038)] 2024-10-16 08:43:11,902 - Train: 20.19% [252600/1251000] [201.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002711] [CE 4.226 (4.370)] [KD 3.794 (3.951)] 2024-10-16 08:43:24,001 - Train: 20.20% [252650/1251000] [202.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002711] [CE 4.343 (4.342)] [KD 3.895 (3.901)] 2024-10-16 08:43:35,807 - Train: 20.20% [252700/1251000] [202.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002711] [CE 4.187 (4.414)] [KD 3.766 (3.947)] 2024-10-16 08:43:48,414 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36463] [top5_cnt 45860] [top_all 50000] 2024-10-16 08:43:48,414 - net: 72.926 (91.720) 2024-10-16 08:44:00,787 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39144] [top5_cnt 47043] [top_all 50000] 2024-10-16 08:44:00,788 - net_E: 78.288 (94.086) 2024-10-16 08:44:00,939 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 08:44:00,940 - ==> Total time: 17:30:41 Eta: 2 days, 21:10:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:44:16,807 - Train: 20.20% [252750/1251000] [202.0/1000.0] [batch_t 0.235 (0.304)] [data_t 0.009] [optim_t 0.226] [lr 0.002711] [CE 4.539 (4.407)] [KD 3.608 (3.906)] 2024-10-16 08:44:29,004 - Train: 20.21% [252800/1251000] [202.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002711] [CE 4.121 (4.414)] [KD 3.662 (3.929)] 2024-10-16 08:44:41,034 - Train: 20.21% [252850/1251000] [202.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002711] [CE 4.611 (4.334)] [KD 3.929 (3.958)] 2024-10-16 08:44:53,125 - Train: 20.22% [252900/1251000] [202.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002710] [CE 4.927 (4.342)] [KD 4.360 (3.960)] 2024-10-16 08:45:05,563 - Train: 20.22% [252950/1251000] [202.2/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002710] [CE 4.367 (4.353)] [KD 4.059 (3.979)] 2024-10-16 08:45:17,361 - Train: 20.22% [253000/1251000] [202.2/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002710] [CE 4.071 (4.299)] [KD 3.722 (3.983)] 2024-10-16 08:45:29,338 - Train: 20.23% [253050/1251000] [202.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002710] [CE 4.720 (4.290)] [KD 4.230 (3.999)] 2024-10-16 08:45:41,308 - Train: 20.23% [253100/1251000] [202.3/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002710] [CE 3.777 (4.301)] [KD 3.686 (3.942)] 2024-10-16 08:45:53,542 - Train: 20.24% [253150/1251000] [202.4/1000.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.002710] [CE 4.776 (4.448)] [KD 4.146 (4.017)] 2024-10-16 08:46:05,862 - Train: 20.24% [253200/1251000] [202.4/1000.0] [batch_t 0.398 (0.246)] [data_t 0.009] [optim_t 0.390] [lr 0.002710] [CE 4.309 (4.325)] [KD 4.000 (3.972)] 2024-10-16 08:46:17,841 - Train: 20.24% [253250/1251000] [202.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002710] [CE 3.948 (4.467)] [KD 3.860 (4.093)] 2024-10-16 08:46:29,925 - Train: 20.25% [253300/1251000] [202.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002710] [CE 3.928 (4.376)] [KD 3.936 (3.985)] 2024-10-16 08:46:41,825 - Train: 20.25% [253350/1251000] [202.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002709] [CE 4.192 (4.373)] [KD 4.047 (3.958)] 2024-10-16 08:46:53,915 - Train: 20.26% [253400/1251000] [202.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002709] [CE 4.336 (4.368)] [KD 3.871 (3.966)] 2024-10-16 08:47:06,075 - Train: 20.26% [253450/1251000] [202.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002709] [CE 4.461 (4.445)] [KD 3.705 (4.055)] 2024-10-16 08:47:18,427 - Train: 20.26% [253500/1251000] [202.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002709] [CE 4.014 (4.340)] [KD 3.815 (4.001)] 2024-10-16 08:47:30,548 - Train: 20.27% [253550/1251000] [202.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002709] [CE 4.243 (4.335)] [KD 3.996 (3.950)] 2024-10-16 08:47:42,381 - Train: 20.27% [253600/1251000] [202.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002709] [CE 4.392 (4.400)] [KD 3.885 (4.025)] 2024-10-16 08:47:54,336 - Train: 20.28% [253650/1251000] [202.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002709] [CE 4.712 (4.384)] [KD 4.024 (3.955)] 2024-10-16 08:48:06,153 - Train: 20.28% [253700/1251000] [202.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002709] [CE 4.519 (4.373)] [KD 3.876 (4.011)] 2024-10-16 08:48:18,384 - Train: 20.28% [253750/1251000] [202.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002709] [CE 4.469 (4.320)] [KD 3.968 (3.996)] 2024-10-16 08:48:30,596 - Train: 20.29% [253800/1251000] [202.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002708] [CE 4.003 (4.346)] [KD 3.932 (3.963)] 2024-10-16 08:48:42,860 - Train: 20.29% [253850/1251000] [202.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002708] [CE 4.898 (4.336)] [KD 4.066 (3.931)] 2024-10-16 08:48:54,709 - Train: 20.30% [253900/1251000] [203.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002708] [CE 4.539 (4.414)] [KD 4.003 (3.951)] 2024-10-16 08:49:06,615 - Train: 20.30% [253950/1251000] [203.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002708] [CE 4.355 (4.433)] [KD 4.097 (4.046)] 2024-10-16 08:49:20,359 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.257)] [top1_cnt 36528] [top5_cnt 45776] [top_all 50000] 2024-10-16 08:49:20,359 - net: 73.056 (91.552) 2024-10-16 08:49:32,467 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39135] [top5_cnt 47051] [top_all 50000] 2024-10-16 08:49:32,467 - net_E: 78.270 (94.102) 2024-10-16 08:49:32,620 - Max [top1: 73.156 (epoch: 165)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 08:49:32,620 - ==> Total time: 17:36:13 Eta: 2 days, 21:06:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:49:47,778 - Train: 20.30% [254000/1251000] [203.0/1000.0] [batch_t 0.237 (0.296)] [data_t 0.009] [optim_t 0.228] [lr 0.002708] [CE 4.502 (4.276)] [KD 3.972 (3.892)] 2024-10-16 08:50:00,153 - Train: 20.31% [254050/1251000] [203.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002708] [CE 4.412 (4.371)] [KD 3.985 (3.912)] 2024-10-16 08:50:12,535 - Train: 20.31% [254100/1251000] [203.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002708] [CE 4.409 (4.354)] [KD 3.983 (3.906)] 2024-10-16 08:50:24,389 - Train: 20.32% [254150/1251000] [203.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002708] [CE 4.187 (4.295)] [KD 3.973 (3.900)] 2024-10-16 08:50:36,480 - Train: 20.32% [254200/1251000] [203.2/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002708] [CE 4.531 (4.365)] [KD 4.156 (3.997)] 2024-10-16 08:50:48,390 - Train: 20.32% [254250/1251000] [203.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002707] [CE 4.341 (4.369)] [KD 4.238 (3.993)] 2024-10-16 08:51:00,555 - Train: 20.33% [254300/1251000] [203.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002707] [CE 4.372 (4.328)] [KD 4.122 (3.955)] 2024-10-16 08:51:12,708 - Train: 20.33% [254350/1251000] [203.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002707] [CE 4.412 (4.352)] [KD 3.721 (3.965)] 2024-10-16 08:51:24,792 - Train: 20.34% [254400/1251000] [203.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002707] [CE 4.194 (4.325)] [KD 4.129 (3.961)] 2024-10-16 08:51:36,780 - Train: 20.34% [254450/1251000] [203.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002707] [CE 4.378 (4.289)] [KD 4.066 (3.946)] 2024-10-16 08:51:49,022 - Train: 20.34% [254500/1251000] [203.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002707] [CE 4.320 (4.371)] [KD 4.101 (4.033)] 2024-10-16 08:52:00,852 - Train: 20.35% [254550/1251000] [203.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002707] [CE 4.421 (4.460)] [KD 4.304 (4.081)] 2024-10-16 08:52:12,996 - Train: 20.35% [254600/1251000] [203.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002707] [CE 4.161 (4.389)] [KD 3.934 (3.959)] 2024-10-16 08:52:25,873 - Train: 20.36% [254650/1251000] [203.6/1000.0] [batch_t 0.318 (0.257)] [data_t 0.009] [optim_t 0.309] [lr 0.002707] [CE 4.304 (4.359)] [KD 3.964 (3.987)] 2024-10-16 08:52:38,561 - Train: 20.36% [254700/1251000] [203.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002706] [CE 4.447 (4.415)] [KD 3.963 (3.975)] 2024-10-16 08:52:51,177 - Train: 20.36% [254750/1251000] [203.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.002706] [CE 4.344 (4.422)] [KD 3.719 (3.930)] 2024-10-16 08:53:03,847 - Train: 20.37% [254800/1251000] [203.7/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.002706] [CE 3.638 (4.332)] [KD 4.042 (3.977)] 2024-10-16 08:53:16,129 - Train: 20.37% [254850/1251000] [203.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002706] [CE 4.635 (4.391)] [KD 3.948 (3.975)] 2024-10-16 08:53:28,768 - Train: 20.38% [254900/1251000] [203.8/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.002706] [CE 4.118 (4.347)] [KD 3.709 (3.958)] 2024-10-16 08:53:41,071 - Train: 20.38% [254950/1251000] [203.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002706] [CE 4.463 (4.335)] [KD 4.015 (3.944)] 2024-10-16 08:53:53,324 - Train: 20.38% [255000/1251000] [203.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002706] [CE 4.580 (4.427)] [KD 3.922 (4.057)] 2024-10-16 08:54:05,826 - Train: 20.39% [255050/1251000] [203.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.002706] [CE 4.108 (4.352)] [KD 3.767 (3.907)] 2024-10-16 08:54:18,421 - Train: 20.39% [255100/1251000] [203.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002706] [CE 4.408 (4.429)] [KD 4.091 (4.052)] 2024-10-16 08:54:30,706 - Train: 20.40% [255150/1251000] [204.0/1000.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.002705] [CE 4.433 (4.389)] [KD 3.962 (3.986)] 2024-10-16 08:54:42,906 - Train: 20.40% [255200/1251000] [204.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002705] [CE 4.546 (4.440)] [KD 4.343 (4.013)] 2024-10-16 08:54:55,696 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 36680] [top5_cnt 45957] [top_all 50000] 2024-10-16 08:54:55,696 - net: 73.360 (91.914) 2024-10-16 08:55:07,887 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39123] [top5_cnt 47044] [top_all 50000] 2024-10-16 08:55:07,888 - net_E: 78.246 (94.088) 2024-10-16 08:55:08,037 - Max [top1: 73.360 (epoch: 204)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 08:55:08,037 - ==> Total time: 17:41:48 Eta: 2 days, 21:03:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 08:55:24,602 - Train: 20.40% [255250/1251000] [204.0/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.002705] [CE 4.190 (4.346)] [KD 3.782 (3.904)] 2024-10-16 08:55:36,818 - Train: 20.41% [255300/1251000] [204.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002705] [CE 3.569 (4.320)] [KD 3.707 (3.906)] 2024-10-16 08:55:49,233 - Train: 20.41% [255350/1251000] [204.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002705] [CE 4.733 (4.372)] [KD 3.811 (3.939)] 2024-10-16 08:56:01,352 - Train: 20.42% [255400/1251000] [204.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002705] [CE 4.575 (4.373)] [KD 3.950 (3.971)] 2024-10-16 08:56:13,256 - Train: 20.42% [255450/1251000] [204.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002705] [CE 4.237 (4.386)] [KD 4.080 (3.986)] 2024-10-16 08:56:25,619 - Train: 20.42% [255500/1251000] [204.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002705] [CE 4.311 (4.441)] [KD 4.236 (4.043)] 2024-10-16 08:56:37,666 - Train: 20.43% [255550/1251000] [204.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002705] [CE 4.247 (4.379)] [KD 4.127 (4.042)] 2024-10-16 08:56:50,024 - Train: 20.43% [255600/1251000] [204.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002704] [CE 4.209 (4.308)] [KD 4.024 (3.900)] 2024-10-16 08:57:02,434 - Train: 20.44% [255650/1251000] [204.4/1000.0] [batch_t 0.382 (0.248)] [data_t 0.009] [optim_t 0.373] [lr 0.002704] [CE 4.719 (4.425)] [KD 4.247 (3.974)] 2024-10-16 08:57:14,595 - Train: 20.44% [255700/1251000] [204.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002704] [CE 4.401 (4.405)] [KD 3.833 (3.986)] 2024-10-16 08:57:26,818 - Train: 20.44% [255750/1251000] [204.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002704] [CE 4.714 (4.396)] [KD 3.761 (3.949)] 2024-10-16 08:57:39,241 - Train: 20.45% [255800/1251000] [204.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002704] [CE 4.375 (4.371)] [KD 3.749 (3.920)] 2024-10-16 08:57:51,418 - Train: 20.45% [255850/1251000] [204.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.017] [optim_t 0.224] [lr 0.002704] [CE 4.136 (4.341)] [KD 3.785 (3.983)] 2024-10-16 08:58:03,789 - Train: 20.46% [255900/1251000] [204.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002704] [CE 4.465 (4.385)] [KD 3.833 (4.047)] 2024-10-16 08:58:16,147 - Train: 20.46% [255950/1251000] [204.6/1000.0] [batch_t 0.251 (0.247)] [data_t 0.026] [optim_t 0.226] [lr 0.002704] [CE 4.706 (4.405)] [KD 4.178 (3.987)] 2024-10-16 08:58:28,672 - Train: 20.46% [256000/1251000] [204.6/1000.0] [batch_t 0.379 (0.250)] [data_t 0.009] [optim_t 0.370] [lr 0.002704] [CE 4.341 (4.361)] [KD 3.850 (3.921)] 2024-10-16 08:58:40,661 - Train: 20.47% [256050/1251000] [204.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002703] [CE 4.688 (4.363)] [KD 4.389 (4.026)] 2024-10-16 08:58:52,814 - Train: 20.47% [256100/1251000] [204.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002703] [CE 4.155 (4.367)] [KD 3.877 (4.026)] 2024-10-16 08:59:04,928 - Train: 20.48% [256150/1251000] [204.8/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002703] [CE 4.103 (4.384)] [KD 3.995 (3.986)] 2024-10-16 08:59:16,873 - Train: 20.48% [256200/1251000] [204.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002703] [CE 4.383 (4.376)] [KD 3.929 (3.984)] 2024-10-16 08:59:29,137 - Train: 20.48% [256250/1251000] [204.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002703] [CE 4.090 (4.330)] [KD 3.831 (3.975)] 2024-10-16 08:59:41,205 - Train: 20.49% [256300/1251000] [204.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002703] [CE 4.483 (4.342)] [KD 4.080 (3.918)] 2024-10-16 08:59:53,466 - Train: 20.49% [256350/1251000] [204.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002703] [CE 3.878 (4.364)] [KD 3.656 (4.032)] 2024-10-16 09:00:05,431 - Train: 20.50% [256400/1251000] [205.0/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002703] [CE 4.243 (4.382)] [KD 3.878 (4.014)] 2024-10-16 09:00:17,238 - Train: 20.50% [256450/1251000] [205.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002703] [CE 4.807 (4.376)] [KD 4.191 (3.937)] 2024-10-16 09:00:30,674 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 36456] [top5_cnt 45745] [top_all 50000] 2024-10-16 09:00:30,675 - net: 72.912 (91.490) 2024-10-16 09:00:43,223 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39127] [top5_cnt 47065] [top_all 50000] 2024-10-16 09:00:43,224 - net_E: 78.254 (94.130) 2024-10-16 09:00:43,380 - Max [top1: 73.360 (epoch: 204)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:00:43,380 - ==> Total time: 17:47:24 Eta: 2 days, 20:59:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:00:57,838 - Train: 20.50% [256500/1251000] [205.0/1000.0] [batch_t 0.236 (0.291)] [data_t 0.009] [optim_t 0.227] [lr 0.002702] [CE 4.473 (4.398)] [KD 3.866 (3.896)] 2024-10-16 09:01:09,963 - Train: 20.51% [256550/1251000] [205.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002702] [CE 4.744 (4.377)] [KD 3.977 (3.991)] 2024-10-16 09:01:22,377 - Train: 20.51% [256600/1251000] [205.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002702] [CE 4.379 (4.303)] [KD 4.008 (3.913)] 2024-10-16 09:01:34,192 - Train: 20.52% [256650/1251000] [205.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002702] [CE 4.302 (4.387)] [KD 3.778 (3.928)] 2024-10-16 09:01:45,996 - Train: 20.52% [256700/1251000] [205.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002702] [CE 4.382 (4.453)] [KD 3.890 (4.008)] 2024-10-16 09:01:58,300 - Train: 20.52% [256750/1251000] [205.2/1000.0] [batch_t 0.388 (0.246)] [data_t 0.009] [optim_t 0.379] [lr 0.002702] [CE 3.774 (4.348)] [KD 3.700 (4.010)] 2024-10-16 09:02:10,693 - Train: 20.53% [256800/1251000] [205.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002702] [CE 4.489 (4.386)] [KD 3.665 (3.995)] 2024-10-16 09:02:22,556 - Train: 20.53% [256850/1251000] [205.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002702] [CE 4.720 (4.401)] [KD 3.929 (3.922)] 2024-10-16 09:02:34,403 - Train: 20.54% [256900/1251000] [205.4/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.002702] [CE 4.603 (4.314)] [KD 3.945 (3.862)] 2024-10-16 09:02:46,687 - Train: 20.54% [256950/1251000] [205.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002701] [CE 4.745 (4.428)] [KD 4.123 (3.889)] 2024-10-16 09:02:58,896 - Train: 20.54% [257000/1251000] [205.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002701] [CE 4.599 (4.351)] [KD 4.123 (3.907)] 2024-10-16 09:03:10,873 - Train: 20.55% [257050/1251000] [205.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002701] [CE 3.742 (4.379)] [KD 3.895 (3.962)] 2024-10-16 09:03:22,841 - Train: 20.55% [257100/1251000] [205.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002701] [CE 4.528 (4.377)] [KD 4.086 (4.041)] 2024-10-16 09:03:35,267 - Train: 20.56% [257150/1251000] [205.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002701] [CE 4.346 (4.363)] [KD 3.676 (3.999)] 2024-10-16 09:03:47,665 - Train: 20.56% [257200/1251000] [205.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.002701] [CE 4.899 (4.330)] [KD 4.074 (4.025)] 2024-10-16 09:03:59,657 - Train: 20.56% [257250/1251000] [205.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002701] [CE 3.790 (4.353)] [KD 3.767 (3.961)] 2024-10-16 09:04:11,873 - Train: 20.57% [257300/1251000] [205.7/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.002701] [CE 4.263 (4.399)] [KD 4.217 (3.949)] 2024-10-16 09:04:24,421 - Train: 20.57% [257350/1251000] [205.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002701] [CE 4.218 (4.374)] [KD 4.153 (4.028)] 2024-10-16 09:04:36,891 - Train: 20.58% [257400/1251000] [205.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002700] [CE 4.268 (4.308)] [KD 4.072 (3.925)] 2024-10-16 09:04:48,744 - Train: 20.58% [257450/1251000] [205.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002700] [CE 4.193 (4.372)] [KD 3.952 (4.004)] 2024-10-16 09:05:00,606 - Train: 20.58% [257500/1251000] [205.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002700] [CE 4.853 (4.409)] [KD 4.510 (4.022)] 2024-10-16 09:05:12,875 - Train: 20.59% [257550/1251000] [205.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002700] [CE 4.181 (4.392)] [KD 3.783 (3.958)] 2024-10-16 09:05:25,451 - Train: 20.59% [257600/1251000] [205.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002700] [CE 4.296 (4.368)] [KD 3.786 (3.952)] 2024-10-16 09:05:37,448 - Train: 20.60% [257650/1251000] [206.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002700] [CE 4.715 (4.402)] [KD 4.125 (3.968)] 2024-10-16 09:05:49,434 - Train: 20.60% [257700/1251000] [206.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002700] [CE 4.415 (4.375)] [KD 4.131 (4.009)] 2024-10-16 09:06:02,872 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 36783] [top5_cnt 45907] [top_all 50000] 2024-10-16 09:06:02,872 - net: 73.566 (91.814) 2024-10-16 09:06:14,965 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39130] [top5_cnt 47067] [top_all 50000] 2024-10-16 09:06:14,965 - net_E: 78.260 (94.134) 2024-10-16 09:06:15,108 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:06:15,108 - ==> Total time: 17:52:55 Eta: 2 days, 20:55:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:06:31,164 - Train: 20.60% [257750/1251000] [206.0/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.002700] [CE 4.159 (4.324)] [KD 3.826 (3.899)] 2024-10-16 09:06:42,887 - Train: 20.61% [257800/1251000] [206.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002700] [CE 4.427 (4.332)] [KD 3.978 (3.963)] 2024-10-16 09:06:55,517 - Train: 20.61% [257850/1251000] [206.1/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002699] [CE 3.883 (4.327)] [KD 3.724 (3.947)] 2024-10-16 09:07:07,608 - Train: 20.62% [257900/1251000] [206.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002699] [CE 4.362 (4.395)] [KD 3.694 (3.940)] 2024-10-16 09:07:19,377 - Train: 20.62% [257950/1251000] [206.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002699] [CE 4.517 (4.350)] [KD 4.034 (3.986)] 2024-10-16 09:07:31,163 - Train: 20.62% [258000/1251000] [206.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002699] [CE 4.069 (4.424)] [KD 3.773 (3.978)] 2024-10-16 09:07:43,383 - Train: 20.63% [258050/1251000] [206.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002699] [CE 4.146 (4.438)] [KD 3.826 (3.969)] 2024-10-16 09:07:55,484 - Train: 20.63% [258100/1251000] [206.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002699] [CE 3.939 (4.317)] [KD 3.805 (3.882)] 2024-10-16 09:08:07,599 - Train: 20.64% [258150/1251000] [206.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002699] [CE 4.091 (4.276)] [KD 3.932 (3.970)] 2024-10-16 09:08:19,582 - Train: 20.64% [258200/1251000] [206.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002699] [CE 4.501 (4.355)] [KD 4.164 (3.971)] 2024-10-16 09:08:31,584 - Train: 20.64% [258250/1251000] [206.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002699] [CE 4.003 (4.322)] [KD 3.913 (3.942)] 2024-10-16 09:08:43,452 - Train: 20.65% [258300/1251000] [206.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002698] [CE 4.610 (4.377)] [KD 4.065 (3.923)] 2024-10-16 09:08:55,278 - Train: 20.65% [258350/1251000] [206.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002698] [CE 4.349 (4.366)] [KD 3.791 (3.962)] 2024-10-16 09:09:07,589 - Train: 20.66% [258400/1251000] [206.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002698] [CE 3.506 (4.269)] [KD 3.580 (3.911)] 2024-10-16 09:09:19,928 - Train: 20.66% [258450/1251000] [206.6/1000.0] [batch_t 0.364 (0.247)] [data_t 0.009] [optim_t 0.356] [lr 0.002698] [CE 3.639 (4.360)] [KD 3.535 (3.958)] 2024-10-16 09:09:32,365 - Train: 20.66% [258500/1251000] [206.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002698] [CE 4.209 (4.383)] [KD 3.878 (4.017)] 2024-10-16 09:09:44,142 - Train: 20.67% [258550/1251000] [206.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002698] [CE 4.373 (4.418)] [KD 4.124 (3.983)] 2024-10-16 09:09:55,926 - Train: 20.67% [258600/1251000] [206.7/1000.0] [batch_t 0.266 (0.236)] [data_t 0.009] [optim_t 0.257] [lr 0.002698] [CE 4.283 (4.318)] [KD 4.316 (3.982)] 2024-10-16 09:10:07,993 - Train: 20.68% [258650/1251000] [206.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002698] [CE 3.824 (4.425)] [KD 3.482 (3.966)] 2024-10-16 09:10:19,938 - Train: 20.68% [258700/1251000] [206.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002697] [CE 4.460 (4.368)] [KD 3.922 (3.966)] 2024-10-16 09:10:31,922 - Train: 20.68% [258750/1251000] [206.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002697] [CE 4.613 (4.349)] [KD 4.134 (3.933)] 2024-10-16 09:10:44,116 - Train: 20.69% [258800/1251000] [206.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002697] [CE 4.109 (4.351)] [KD 3.682 (3.916)] 2024-10-16 09:10:56,195 - Train: 20.69% [258850/1251000] [206.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002697] [CE 4.640 (4.338)] [KD 4.225 (4.009)] 2024-10-16 09:11:08,247 - Train: 20.70% [258900/1251000] [207.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002697] [CE 4.671 (4.359)] [KD 4.198 (4.027)] 2024-10-16 09:11:19,998 - Train: 20.70% [258950/1251000] [207.0/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002697] [CE 4.391 (4.414)] [KD 3.858 (4.046)] 2024-10-16 09:11:33,650 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 36502] [top5_cnt 45842] [top_all 50000] 2024-10-16 09:11:33,650 - net: 73.004 (91.684) 2024-10-16 09:11:45,934 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39149] [top5_cnt 47078] [top_all 50000] 2024-10-16 09:11:45,935 - net_E: 78.298 (94.156) 2024-10-16 09:11:46,089 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:11:46,089 - ==> Total time: 17:58:26 Eta: 2 days, 20:51:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:12:00,337 - Train: 20.70% [259000/1251000] [207.0/1000.0] [batch_t 0.234 (0.301)] [data_t 0.009] [optim_t 0.225] [lr 0.002697] [CE 4.005 (4.379)] [KD 3.845 (3.962)] 2024-10-16 09:12:12,604 - Train: 20.71% [259050/1251000] [207.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002697] [CE 4.640 (4.258)] [KD 3.939 (3.910)] 2024-10-16 09:12:25,224 - Train: 20.71% [259100/1251000] [207.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002697] [CE 4.663 (4.343)] [KD 4.018 (3.935)] 2024-10-16 09:12:36,972 - Train: 20.72% [259150/1251000] [207.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002696] [CE 4.685 (4.328)] [KD 4.210 (3.940)] 2024-10-16 09:12:49,009 - Train: 20.72% [259200/1251000] [207.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002696] [CE 4.328 (4.338)] [KD 4.209 (4.033)] 2024-10-16 09:13:00,937 - Train: 20.72% [259250/1251000] [207.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002696] [CE 4.272 (4.414)] [KD 3.695 (3.981)] 2024-10-16 09:13:12,819 - Train: 20.73% [259300/1251000] [207.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002696] [CE 4.449 (4.448)] [KD 4.028 (4.020)] 2024-10-16 09:13:24,691 - Train: 20.73% [259350/1251000] [207.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002696] [CE 4.866 (4.302)] [KD 4.106 (3.919)] 2024-10-16 09:13:37,066 - Train: 20.74% [259400/1251000] [207.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002696] [CE 3.784 (4.354)] [KD 3.929 (3.919)] 2024-10-16 09:13:48,897 - Train: 20.74% [259450/1251000] [207.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002696] [CE 4.086 (4.346)] [KD 3.814 (3.974)] 2024-10-16 09:14:01,033 - Train: 20.74% [259500/1251000] [207.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002696] [CE 4.462 (4.315)] [KD 4.214 (3.939)] 2024-10-16 09:14:12,884 - Train: 20.75% [259550/1251000] [207.5/1000.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002696] [CE 4.354 (4.309)] [KD 3.853 (3.991)] 2024-10-16 09:14:25,016 - Train: 20.75% [259600/1251000] [207.5/1000.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.002695] [CE 4.338 (4.313)] [KD 3.784 (3.972)] 2024-10-16 09:14:37,287 - Train: 20.76% [259650/1251000] [207.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002695] [CE 4.258 (4.368)] [KD 3.876 (3.978)] 2024-10-16 09:14:49,776 - Train: 20.76% [259700/1251000] [207.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002695] [CE 4.298 (4.444)] [KD 3.854 (3.990)] 2024-10-16 09:15:01,727 - Train: 20.76% [259750/1251000] [207.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002695] [CE 4.562 (4.409)] [KD 3.946 (3.988)] 2024-10-16 09:15:13,461 - Train: 20.77% [259800/1251000] [207.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002695] [CE 4.410 (4.378)] [KD 3.886 (3.970)] 2024-10-16 09:15:25,542 - Train: 20.77% [259850/1251000] [207.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002695] [CE 3.855 (4.347)] [KD 3.829 (3.959)] 2024-10-16 09:15:37,892 - Train: 20.78% [259900/1251000] [207.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002695] [CE 4.723 (4.402)] [KD 3.926 (3.919)] 2024-10-16 09:15:50,275 - Train: 20.78% [259950/1251000] [207.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002695] [CE 4.389 (4.383)] [KD 4.027 (3.939)] 2024-10-16 09:16:02,539 - Train: 20.78% [260000/1251000] [207.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002695] [CE 4.482 (4.355)] [KD 4.092 (4.024)] 2024-10-16 09:16:14,741 - Train: 20.79% [260050/1251000] [207.9/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.002694] [CE 4.770 (4.397)] [KD 3.973 (3.964)] 2024-10-16 09:16:26,891 - Train: 20.79% [260100/1251000] [207.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002694] [CE 4.193 (4.342)] [KD 3.735 (4.006)] 2024-10-16 09:16:38,982 - Train: 20.80% [260150/1251000] [208.0/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002694] [CE 4.119 (4.412)] [KD 3.772 (4.001)] 2024-10-16 09:16:50,886 - Train: 20.80% [260200/1251000] [208.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002694] [CE 4.659 (4.395)] [KD 4.076 (3.982)] 2024-10-16 09:17:04,875 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.237)] [top1_cnt 36528] [top5_cnt 45887] [top_all 50000] 2024-10-16 09:17:04,876 - net: 73.056 (91.774) 2024-10-16 09:17:17,069 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39171] [top5_cnt 47080] [top_all 50000] 2024-10-16 09:17:17,070 - net_E: 78.342 (94.160) 2024-10-16 09:17:17,222 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:17:17,222 - ==> Total time: 18:03:57 Eta: 2 days, 20:47:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:17:31,581 - Train: 20.80% [260250/1251000] [208.0/1000.0] [batch_t 0.234 (0.310)] [data_t 0.009] [optim_t 0.225] [lr 0.002694] [CE 4.804 (4.309)] [KD 4.273 (3.921)] 2024-10-16 09:17:43,380 - Train: 20.81% [260300/1251000] [208.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002694] [CE 4.227 (4.263)] [KD 3.956 (3.917)] 2024-10-16 09:17:55,777 - Train: 20.81% [260350/1251000] [208.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002694] [CE 4.580 (4.405)] [KD 3.948 (4.002)] 2024-10-16 09:18:07,871 - Train: 20.82% [260400/1251000] [208.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002694] [CE 4.073 (4.351)] [KD 3.748 (4.028)] 2024-10-16 09:18:19,727 - Train: 20.82% [260450/1251000] [208.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002694] [CE 4.783 (4.328)] [KD 4.345 (3.911)] 2024-10-16 09:18:31,481 - Train: 20.82% [260500/1251000] [208.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002693] [CE 4.323 (4.416)] [KD 3.923 (3.917)] 2024-10-16 09:18:43,736 - Train: 20.83% [260550/1251000] [208.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002693] [CE 4.272 (4.436)] [KD 3.802 (3.985)] 2024-10-16 09:18:55,636 - Train: 20.83% [260600/1251000] [208.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002693] [CE 4.489 (4.356)] [KD 3.948 (3.856)] 2024-10-16 09:19:07,589 - Train: 20.84% [260650/1251000] [208.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002693] [CE 4.032 (4.366)] [KD 4.010 (3.915)] 2024-10-16 09:19:19,685 - Train: 20.84% [260700/1251000] [208.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002693] [CE 4.642 (4.370)] [KD 4.108 (3.973)] 2024-10-16 09:19:31,963 - Train: 20.84% [260750/1251000] [208.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002693] [CE 4.162 (4.366)] [KD 3.861 (3.908)] 2024-10-16 09:19:43,802 - Train: 20.85% [260800/1251000] [208.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002693] [CE 4.488 (4.306)] [KD 3.993 (3.918)] 2024-10-16 09:19:55,573 - Train: 20.85% [260850/1251000] [208.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002693] [CE 4.069 (4.295)] [KD 3.977 (3.916)] 2024-10-16 09:20:07,765 - Train: 20.86% [260900/1251000] [208.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002693] [CE 4.514 (4.396)] [KD 4.098 (4.003)] 2024-10-16 09:20:19,771 - Train: 20.86% [260950/1251000] [208.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002692] [CE 4.266 (4.412)] [KD 3.801 (4.014)] 2024-10-16 09:20:31,897 - Train: 20.86% [261000/1251000] [208.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002692] [CE 4.026 (4.313)] [KD 3.805 (3.978)] 2024-10-16 09:20:44,081 - Train: 20.87% [261050/1251000] [208.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002692] [CE 4.091 (4.357)] [KD 3.977 (3.991)] 2024-10-16 09:20:55,894 - Train: 20.87% [261100/1251000] [208.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002692] [CE 4.462 (4.396)] [KD 4.127 (3.985)] 2024-10-16 09:21:07,839 - Train: 20.88% [261150/1251000] [208.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002692] [CE 4.024 (4.353)] [KD 3.750 (3.975)] 2024-10-16 09:21:20,095 - Train: 20.88% [261200/1251000] [208.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002692] [CE 4.738 (4.418)] [KD 4.013 (3.881)] 2024-10-16 09:21:32,225 - Train: 20.88% [261250/1251000] [208.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002692] [CE 4.432 (4.312)] [KD 4.088 (3.883)] 2024-10-16 09:21:44,392 - Train: 20.89% [261300/1251000] [208.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002692] [CE 4.704 (4.363)] [KD 4.174 (3.982)] 2024-10-16 09:21:56,614 - Train: 20.89% [261350/1251000] [208.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002691] [CE 4.460 (4.368)] [KD 4.179 (4.018)] 2024-10-16 09:22:08,608 - Train: 20.90% [261400/1251000] [209.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002691] [CE 5.031 (4.409)] [KD 4.415 (4.051)] 2024-10-16 09:22:20,839 - Train: 20.90% [261450/1251000] [209.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002691] [CE 4.830 (4.379)] [KD 4.158 (3.967)] 2024-10-16 09:22:34,972 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 36480] [top5_cnt 45762] [top_all 50000] 2024-10-16 09:22:34,973 - net: 72.960 (91.524) 2024-10-16 09:22:47,229 - Test (net_E): 100.00% [50/50] [batch_t 0.070 (0.237)] [top1_cnt 39151] [top5_cnt 47074] [top_all 50000] 2024-10-16 09:22:47,229 - net_E: 78.302 (94.148) 2024-10-16 09:22:47,397 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:22:47,397 - ==> Total time: 18:09:28 Eta: 2 days, 20:43:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:23:01,275 - Train: 20.90% [261500/1251000] [209.0/1000.0] [batch_t 0.235 (0.306)] [data_t 0.009] [optim_t 0.226] [lr 0.002691] [CE 4.280 (4.419)] [KD 3.936 (4.011)] 2024-10-16 09:23:13,279 - Train: 20.91% [261550/1251000] [209.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002691] [CE 4.633 (4.344)] [KD 3.954 (3.926)] 2024-10-16 09:23:25,267 - Train: 20.91% [261600/1251000] [209.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002691] [CE 4.826 (4.352)] [KD 4.326 (3.872)] 2024-10-16 09:23:37,707 - Train: 20.92% [261650/1251000] [209.2/1000.0] [batch_t 0.274 (0.249)] [data_t 0.009] [optim_t 0.266] [lr 0.002691] [CE 4.241 (4.293)] [KD 4.030 (3.948)] 2024-10-16 09:23:50,277 - Train: 20.92% [261700/1251000] [209.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002691] [CE 4.607 (4.371)] [KD 4.203 (4.017)] 2024-10-16 09:24:01,992 - Train: 20.92% [261750/1251000] [209.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002691] [CE 4.650 (4.376)] [KD 4.269 (4.018)] 2024-10-16 09:24:14,087 - Train: 20.93% [261800/1251000] [209.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002690] [CE 4.377 (4.419)] [KD 3.846 (3.971)] 2024-10-16 09:24:26,297 - Train: 20.93% [261850/1251000] [209.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002690] [CE 4.358 (4.355)] [KD 3.813 (3.977)] 2024-10-16 09:24:38,560 - Train: 20.94% [261900/1251000] [209.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002690] [CE 4.134 (4.341)] [KD 3.818 (3.947)] 2024-10-16 09:24:50,547 - Train: 20.94% [261950/1251000] [209.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002690] [CE 4.631 (4.330)] [KD 3.785 (3.875)] 2024-10-16 09:25:02,606 - Train: 20.94% [262000/1251000] [209.4/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.002690] [CE 4.182 (4.300)] [KD 3.983 (3.954)] 2024-10-16 09:25:14,736 - Train: 20.95% [262050/1251000] [209.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002690] [CE 4.844 (4.424)] [KD 4.030 (3.949)] 2024-10-16 09:25:27,117 - Train: 20.95% [262100/1251000] [209.5/1000.0] [batch_t 0.384 (0.247)] [data_t 0.009] [optim_t 0.375] [lr 0.002690] [CE 4.389 (4.381)] [KD 4.060 (3.991)] 2024-10-16 09:25:39,154 - Train: 20.96% [262150/1251000] [209.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002690] [CE 4.332 (4.322)] [KD 3.950 (3.910)] 2024-10-16 09:25:51,661 - Train: 20.96% [262200/1251000] [209.6/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002690] [CE 3.906 (4.388)] [KD 3.682 (4.009)] 2024-10-16 09:26:03,564 - Train: 20.96% [262250/1251000] [209.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002689] [CE 4.492 (4.391)] [KD 3.835 (3.975)] 2024-10-16 09:26:15,696 - Train: 20.97% [262300/1251000] [209.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002689] [CE 4.093 (4.399)] [KD 3.818 (3.980)] 2024-10-16 09:26:28,038 - Train: 20.97% [262350/1251000] [209.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002689] [CE 4.522 (4.413)] [KD 4.071 (3.896)] 2024-10-16 09:26:40,249 - Train: 20.98% [262400/1251000] [209.8/1000.0] [batch_t 0.292 (0.244)] [data_t 0.009] [optim_t 0.283] [lr 0.002689] [CE 3.977 (4.369)] [KD 3.848 (3.976)] 2024-10-16 09:26:52,518 - Train: 20.98% [262450/1251000] [209.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002689] [CE 4.434 (4.313)] [KD 4.039 (3.861)] 2024-10-16 09:27:04,851 - Train: 20.98% [262500/1251000] [209.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002689] [CE 4.260 (4.354)] [KD 4.043 (3.975)] 2024-10-16 09:27:17,103 - Train: 20.99% [262550/1251000] [209.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002689] [CE 4.828 (4.309)] [KD 4.148 (3.947)] 2024-10-16 09:27:29,364 - Train: 20.99% [262600/1251000] [209.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002689] [CE 4.677 (4.430)] [KD 4.061 (3.906)] 2024-10-16 09:27:41,630 - Train: 21.00% [262650/1251000] [210.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002689] [CE 3.958 (4.379)] [KD 3.768 (3.956)] 2024-10-16 09:27:54,063 - Train: 21.00% [262700/1251000] [210.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002688] [CE 4.825 (4.341)] [KD 4.294 (3.987)] 2024-10-16 09:28:08,711 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 36645] [top5_cnt 45851] [top_all 50000] 2024-10-16 09:28:08,711 - net: 73.290 (91.702) 2024-10-16 09:28:20,971 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39154] [top5_cnt 47092] [top_all 50000] 2024-10-16 09:28:20,972 - net_E: 78.308 (94.184) 2024-10-16 09:28:21,124 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:28:21,124 - ==> Total time: 18:15:01 Eta: 2 days, 20:39:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:28:35,880 - Train: 21.00% [262750/1251000] [210.0/1000.0] [batch_t 0.232 (0.275)] [data_t 0.009] [optim_t 0.224] [lr 0.002688] [CE 4.563 (4.388)] [KD 3.978 (3.925)] 2024-10-16 09:28:48,063 - Train: 21.01% [262800/1251000] [210.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002688] [CE 3.881 (4.365)] [KD 3.705 (3.946)] 2024-10-16 09:28:59,959 - Train: 21.01% [262850/1251000] [210.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002688] [CE 4.393 (4.282)] [KD 3.903 (3.832)] 2024-10-16 09:29:11,885 - Train: 21.02% [262900/1251000] [210.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002688] [CE 4.527 (4.308)] [KD 3.827 (3.918)] 2024-10-16 09:29:23,976 - Train: 21.02% [262950/1251000] [210.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002688] [CE 4.073 (4.410)] [KD 3.857 (3.953)] 2024-10-16 09:29:35,869 - Train: 21.02% [263000/1251000] [210.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002688] [CE 4.165 (4.375)] [KD 3.856 (3.923)] 2024-10-16 09:29:47,715 - Train: 21.03% [263050/1251000] [210.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002688] [CE 4.613 (4.375)] [KD 3.964 (3.958)] 2024-10-16 09:29:59,685 - Train: 21.03% [263100/1251000] [210.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002687] [CE 3.820 (4.353)] [KD 3.621 (3.889)] 2024-10-16 09:30:12,023 - Train: 21.04% [263150/1251000] [210.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002687] [CE 4.569 (4.333)] [KD 4.109 (3.894)] 2024-10-16 09:30:24,012 - Train: 21.04% [263200/1251000] [210.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002687] [CE 4.335 (4.399)] [KD 4.020 (3.955)] 2024-10-16 09:30:35,818 - Train: 21.04% [263250/1251000] [210.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002687] [CE 4.011 (4.394)] [KD 4.005 (3.974)] 2024-10-16 09:30:47,703 - Train: 21.05% [263300/1251000] [210.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002687] [CE 4.812 (4.450)] [KD 4.060 (4.052)] 2024-10-16 09:30:59,837 - Train: 21.05% [263350/1251000] [210.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002687] [CE 4.720 (4.393)] [KD 4.146 (4.020)] 2024-10-16 09:31:12,141 - Train: 21.06% [263400/1251000] [210.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002687] [CE 4.799 (4.331)] [KD 4.060 (3.951)] 2024-10-16 09:31:24,143 - Train: 21.06% [263450/1251000] [210.6/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002687] [CE 4.025 (4.314)] [KD 3.728 (3.927)] 2024-10-16 09:31:36,154 - Train: 21.06% [263500/1251000] [210.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002687] [CE 4.459 (4.395)] [KD 3.855 (3.960)] 2024-10-16 09:31:48,272 - Train: 21.07% [263550/1251000] [210.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002686] [CE 4.496 (4.412)] [KD 4.011 (3.980)] 2024-10-16 09:32:00,112 - Train: 21.07% [263600/1251000] [210.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002686] [CE 4.499 (4.362)] [KD 4.385 (3.948)] 2024-10-16 09:32:11,942 - Train: 21.08% [263650/1251000] [210.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002686] [CE 4.261 (4.348)] [KD 3.926 (3.922)] 2024-10-16 09:32:23,867 - Train: 21.08% [263700/1251000] [210.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002686] [CE 5.039 (4.378)] [KD 4.305 (3.989)] 2024-10-16 09:32:35,858 - Train: 21.08% [263750/1251000] [210.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002686] [CE 4.503 (4.377)] [KD 3.997 (3.927)] 2024-10-16 09:32:48,050 - Train: 21.09% [263800/1251000] [210.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002686] [CE 4.283 (4.374)] [KD 4.066 (3.955)] 2024-10-16 09:33:00,504 - Train: 21.09% [263850/1251000] [210.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002686] [CE 4.759 (4.345)] [KD 4.232 (3.956)] 2024-10-16 09:33:12,899 - Train: 21.10% [263900/1251000] [211.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002686] [CE 4.702 (4.440)] [KD 4.000 (3.984)] 2024-10-16 09:33:25,187 - Train: 21.10% [263950/1251000] [211.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002686] [CE 4.178 (4.344)] [KD 3.996 (3.945)] 2024-10-16 09:33:39,801 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36585] [top5_cnt 45844] [top_all 50000] 2024-10-16 09:33:39,802 - net: 73.170 (91.688) 2024-10-16 09:33:51,845 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 39154] [top5_cnt 47084] [top_all 50000] 2024-10-16 09:33:51,846 - net_E: 78.308 (94.168) 2024-10-16 09:33:51,996 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:33:51,996 - ==> Total time: 18:20:32 Eta: 2 days, 20:35:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:34:05,241 - Train: 21.10% [264000/1251000] [211.0/1000.0] [batch_t 0.233 (0.307)] [data_t 0.009] [optim_t 0.225] [lr 0.002685] [CE 4.340 (4.354)] [KD 4.058 (3.960)] 2024-10-16 09:34:17,861 - Train: 21.11% [264050/1251000] [211.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002685] [CE 4.793 (4.302)] [KD 4.076 (3.932)] 2024-10-16 09:34:29,946 - Train: 21.11% [264100/1251000] [211.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002685] [CE 4.242 (4.420)] [KD 3.904 (3.984)] 2024-10-16 09:34:41,686 - Train: 21.12% [264150/1251000] [211.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002685] [CE 4.587 (4.376)] [KD 3.847 (3.939)] 2024-10-16 09:34:53,934 - Train: 21.12% [264200/1251000] [211.2/1000.0] [batch_t 0.255 (0.245)] [data_t 0.009] [optim_t 0.246] [lr 0.002685] [CE 4.692 (4.407)] [KD 4.092 (3.997)] 2024-10-16 09:35:06,587 - Train: 21.12% [264250/1251000] [211.2/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.002685] [CE 4.091 (4.291)] [KD 3.855 (3.903)] 2024-10-16 09:35:18,855 - Train: 21.13% [264300/1251000] [211.3/1000.0] [batch_t 0.369 (0.245)] [data_t 0.009] [optim_t 0.360] [lr 0.002685] [CE 4.166 (4.403)] [KD 3.996 (3.941)] 2024-10-16 09:35:30,871 - Train: 21.13% [264350/1251000] [211.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002685] [CE 3.722 (4.345)] [KD 3.532 (3.890)] 2024-10-16 09:35:42,763 - Train: 21.14% [264400/1251000] [211.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002685] [CE 4.525 (4.348)] [KD 4.010 (3.948)] 2024-10-16 09:35:55,035 - Train: 21.14% [264450/1251000] [211.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002684] [CE 4.658 (4.428)] [KD 4.072 (4.013)] 2024-10-16 09:36:07,114 - Train: 21.14% [264500/1251000] [211.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002684] [CE 4.072 (4.317)] [KD 3.892 (3.911)] 2024-10-16 09:36:19,212 - Train: 21.15% [264550/1251000] [211.5/1000.0] [batch_t 0.270 (0.242)] [data_t 0.009] [optim_t 0.261] [lr 0.002684] [CE 4.127 (4.355)] [KD 3.757 (3.919)] 2024-10-16 09:36:31,416 - Train: 21.15% [264600/1251000] [211.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002684] [CE 4.250 (4.328)] [KD 3.908 (3.937)] 2024-10-16 09:36:43,776 - Train: 21.16% [264650/1251000] [211.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002684] [CE 4.516 (4.338)] [KD 3.880 (3.947)] 2024-10-16 09:36:55,724 - Train: 21.16% [264700/1251000] [211.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002684] [CE 4.437 (4.418)] [KD 3.679 (4.000)] 2024-10-16 09:37:08,001 - Train: 21.16% [264750/1251000] [211.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002684] [CE 4.527 (4.449)] [KD 3.887 (3.966)] 2024-10-16 09:37:20,035 - Train: 21.17% [264800/1251000] [211.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002684] [CE 4.249 (4.348)] [KD 4.094 (3.915)] 2024-10-16 09:37:32,275 - Train: 21.17% [264850/1251000] [211.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002683] [CE 4.359 (4.346)] [KD 3.795 (3.960)] 2024-10-16 09:37:44,204 - Train: 21.18% [264900/1251000] [211.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002683] [CE 4.692 (4.336)] [KD 4.206 (3.901)] 2024-10-16 09:37:56,296 - Train: 21.18% [264950/1251000] [211.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002683] [CE 4.603 (4.409)] [KD 3.980 (3.989)] 2024-10-16 09:38:08,216 - Train: 21.18% [265000/1251000] [211.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002683] [CE 4.439 (4.397)] [KD 3.977 (4.017)] 2024-10-16 09:38:20,805 - Train: 21.19% [265050/1251000] [211.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002683] [CE 4.464 (4.389)] [KD 3.981 (3.974)] 2024-10-16 09:38:32,669 - Train: 21.19% [265100/1251000] [211.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002683] [CE 4.627 (4.404)] [KD 4.112 (4.014)] 2024-10-16 09:38:44,700 - Train: 21.20% [265150/1251000] [212.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002683] [CE 4.785 (4.319)] [KD 4.246 (3.947)] 2024-10-16 09:38:56,740 - Train: 21.20% [265200/1251000] [212.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002683] [CE 3.884 (4.347)] [KD 3.705 (3.960)] 2024-10-16 09:39:12,037 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.245)] [top1_cnt 36594] [top5_cnt 45788] [top_all 50000] 2024-10-16 09:39:12,037 - net: 73.188 (91.576) 2024-10-16 09:39:24,202 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39132] [top5_cnt 47087] [top_all 50000] 2024-10-16 09:39:24,202 - net_E: 78.264 (94.174) 2024-10-16 09:39:24,353 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:39:24,353 - ==> Total time: 18:26:04 Eta: 2 days, 20:31:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:39:37,070 - Train: 21.20% [265250/1251000] [212.0/1000.0] [batch_t 0.235 (0.300)] [data_t 0.009] [optim_t 0.226] [lr 0.002683] [CE 5.068 (4.338)] [KD 4.328 (3.840)] 2024-10-16 09:39:49,478 - Train: 21.21% [265300/1251000] [212.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002682] [CE 4.752 (4.321)] [KD 4.067 (3.906)] 2024-10-16 09:40:01,339 - Train: 21.21% [265350/1251000] [212.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002682] [CE 4.407 (4.370)] [KD 4.059 (3.951)] 2024-10-16 09:40:13,240 - Train: 21.22% [265400/1251000] [212.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002682] [CE 4.036 (4.360)] [KD 3.657 (3.946)] 2024-10-16 09:40:25,133 - Train: 21.22% [265450/1251000] [212.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002682] [CE 4.677 (4.361)] [KD 4.265 (3.900)] 2024-10-16 09:40:37,149 - Train: 21.22% [265500/1251000] [212.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002682] [CE 4.200 (4.268)] [KD 3.970 (3.871)] 2024-10-16 09:40:48,862 - Train: 21.23% [265550/1251000] [212.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002682] [CE 3.949 (4.336)] [KD 3.632 (3.875)] 2024-10-16 09:41:01,034 - Train: 21.23% [265600/1251000] [212.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002682] [CE 4.060 (4.360)] [KD 3.938 (3.976)] 2024-10-16 09:41:12,979 - Train: 21.24% [265650/1251000] [212.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002682] [CE 4.418 (4.344)] [KD 3.990 (3.955)] 2024-10-16 09:41:25,129 - Train: 21.24% [265700/1251000] [212.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002682] [CE 4.263 (4.407)] [KD 4.053 (4.016)] 2024-10-16 09:41:37,206 - Train: 21.24% [265750/1251000] [212.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002681] [CE 4.117 (4.296)] [KD 3.743 (3.844)] 2024-10-16 09:41:49,251 - Train: 21.25% [265800/1251000] [212.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002681] [CE 4.395 (4.348)] [KD 4.088 (3.905)] 2024-10-16 09:42:01,216 - Train: 21.25% [265850/1251000] [212.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002681] [CE 4.274 (4.371)] [KD 3.926 (3.935)] 2024-10-16 09:42:13,357 - Train: 21.25% [265900/1251000] [212.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002681] [CE 4.499 (4.288)] [KD 3.912 (3.929)] 2024-10-16 09:42:25,551 - Train: 21.26% [265950/1251000] [212.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002681] [CE 4.780 (4.356)] [KD 4.077 (3.949)] 2024-10-16 09:42:37,414 - Train: 21.26% [266000/1251000] [212.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002681] [CE 3.645 (4.312)] [KD 3.486 (3.947)] 2024-10-16 09:42:49,592 - Train: 21.27% [266050/1251000] [212.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002681] [CE 4.756 (4.361)] [KD 4.234 (3.961)] 2024-10-16 09:43:01,830 - Train: 21.27% [266100/1251000] [212.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002681] [CE 3.910 (4.380)] [KD 3.943 (3.941)] 2024-10-16 09:43:14,034 - Train: 21.27% [266150/1251000] [212.7/1000.0] [batch_t 0.252 (0.244)] [data_t 0.025] [optim_t 0.227] [lr 0.002680] [CE 4.753 (4.338)] [KD 4.143 (3.915)] 2024-10-16 09:43:26,272 - Train: 21.28% [266200/1251000] [212.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002680] [CE 4.692 (4.346)] [KD 3.940 (3.972)] 2024-10-16 09:43:38,516 - Train: 21.28% [266250/1251000] [212.8/1000.0] [batch_t 0.365 (0.245)] [data_t 0.009] [optim_t 0.356] [lr 0.002680] [CE 4.476 (4.331)] [KD 3.798 (3.974)] 2024-10-16 09:43:50,793 - Train: 21.29% [266300/1251000] [212.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002680] [CE 3.965 (4.371)] [KD 3.421 (3.939)] 2024-10-16 09:44:02,990 - Train: 21.29% [266350/1251000] [212.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002680] [CE 4.063 (4.352)] [KD 3.878 (3.905)] 2024-10-16 09:44:15,051 - Train: 21.29% [266400/1251000] [212.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002680] [CE 3.849 (4.391)] [KD 3.490 (3.966)] 2024-10-16 09:44:27,060 - Train: 21.30% [266450/1251000] [213.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002680] [CE 4.649 (4.353)] [KD 4.135 (4.002)] 2024-10-16 09:44:42,352 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36571] [top5_cnt 45881] [top_all 50000] 2024-10-16 09:44:42,352 - net: 73.142 (91.762) 2024-10-16 09:44:54,640 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39169] [top5_cnt 47092] [top_all 50000] 2024-10-16 09:44:54,640 - net_E: 78.338 (94.184) 2024-10-16 09:44:54,774 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.354 (epoch: 200)] 2024-10-16 09:44:54,774 - ==> Total time: 18:31:35 Eta: 2 days, 20:27:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:45:07,723 - Train: 21.30% [266500/1251000] [213.0/1000.0] [batch_t 0.233 (0.316)] [data_t 0.009] [optim_t 0.224] [lr 0.002680] [CE 4.254 (4.369)] [KD 4.016 (3.925)] 2024-10-16 09:45:19,825 - Train: 21.31% [266550/1251000] [213.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002680] [CE 4.547 (4.363)] [KD 3.876 (3.912)] 2024-10-16 09:45:31,884 - Train: 21.31% [266600/1251000] [213.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002679] [CE 3.995 (4.318)] [KD 3.773 (3.897)] 2024-10-16 09:45:43,791 - Train: 21.31% [266650/1251000] [213.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002679] [CE 4.017 (4.394)] [KD 3.638 (3.922)] 2024-10-16 09:45:55,540 - Train: 21.32% [266700/1251000] [213.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002679] [CE 3.850 (4.361)] [KD 3.723 (3.972)] 2024-10-16 09:46:07,678 - Train: 21.32% [266750/1251000] [213.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002679] [CE 4.413 (4.334)] [KD 3.827 (3.900)] 2024-10-16 09:46:19,621 - Train: 21.33% [266800/1251000] [213.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002679] [CE 3.837 (4.440)] [KD 3.503 (3.990)] 2024-10-16 09:46:31,505 - Train: 21.33% [266850/1251000] [213.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002679] [CE 4.322 (4.332)] [KD 3.652 (3.873)] 2024-10-16 09:46:43,401 - Train: 21.33% [266900/1251000] [213.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002679] [CE 4.542 (4.327)] [KD 4.161 (3.991)] 2024-10-16 09:46:55,652 - Train: 21.34% [266950/1251000] [213.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002679] [CE 5.132 (4.410)] [KD 4.058 (3.993)] 2024-10-16 09:47:07,384 - Train: 21.34% [267000/1251000] [213.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002679] [CE 4.326 (4.330)] [KD 4.074 (3.977)] 2024-10-16 09:47:19,298 - Train: 21.35% [267050/1251000] [213.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002678] [CE 4.399 (4.373)] [KD 3.775 (3.981)] 2024-10-16 09:47:31,172 - Train: 21.35% [267100/1251000] [213.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002678] [CE 4.638 (4.305)] [KD 4.112 (3.851)] 2024-10-16 09:47:43,097 - Train: 21.35% [267150/1251000] [213.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002678] [CE 4.565 (4.339)] [KD 4.311 (3.943)] 2024-10-16 09:47:55,063 - Train: 21.36% [267200/1251000] [213.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002678] [CE 4.432 (4.306)] [KD 3.889 (3.929)] 2024-10-16 09:48:07,186 - Train: 21.36% [267250/1251000] [213.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002678] [CE 4.070 (4.428)] [KD 3.713 (3.971)] 2024-10-16 09:48:18,893 - Train: 21.37% [267300/1251000] [213.7/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002678] [CE 4.425 (4.311)] [KD 4.188 (3.962)] 2024-10-16 09:48:31,097 - Train: 21.37% [267350/1251000] [213.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002678] [CE 4.137 (4.390)] [KD 3.969 (3.914)] 2024-10-16 09:48:42,955 - Train: 21.37% [267400/1251000] [213.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002678] [CE 4.290 (4.362)] [KD 4.029 (3.938)] 2024-10-16 09:48:54,857 - Train: 21.38% [267450/1251000] [213.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002677] [CE 4.916 (4.367)] [KD 4.408 (4.000)] 2024-10-16 09:49:06,938 - Train: 21.38% [267500/1251000] [213.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002677] [CE 4.216 (4.378)] [KD 3.709 (3.949)] 2024-10-16 09:49:19,398 - Train: 21.39% [267550/1251000] [213.9/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.002677] [CE 4.416 (4.374)] [KD 4.007 (4.011)] 2024-10-16 09:49:31,483 - Train: 21.39% [267600/1251000] [213.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002677] [CE 3.661 (4.391)] [KD 3.919 (4.017)] 2024-10-16 09:49:43,640 - Train: 21.39% [267650/1251000] [213.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002677] [CE 4.235 (4.364)] [KD 3.901 (3.981)] 2024-10-16 09:49:55,685 - Train: 21.40% [267700/1251000] [214.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002677] [CE 4.671 (4.342)] [KD 3.925 (3.976)] 2024-10-16 09:50:10,975 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 36563] [top5_cnt 45813] [top_all 50000] 2024-10-16 09:50:10,976 - net: 73.126 (91.626) 2024-10-16 09:50:23,109 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39186] [top5_cnt 47101] [top_all 50000] 2024-10-16 09:50:23,110 - net_E: 78.372 (94.202) 2024-10-16 09:50:23,252 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.372 (epoch: 214)] 2024-10-16 09:50:23,252 - ==> Total time: 18:37:03 Eta: 2 days, 20:22:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:50:37,119 - Train: 21.40% [267750/1251000] [214.0/1000.0] [batch_t 0.234 (0.280)] [data_t 0.009] [optim_t 0.225] [lr 0.002677] [CE 4.437 (4.390)] [KD 3.940 (3.892)] 2024-10-16 09:50:49,236 - Train: 21.41% [267800/1251000] [214.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002677] [CE 4.335 (4.303)] [KD 3.930 (3.828)] 2024-10-16 09:51:01,391 - Train: 21.41% [267850/1251000] [214.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002677] [CE 4.651 (4.386)] [KD 4.370 (4.002)] 2024-10-16 09:51:13,650 - Train: 21.41% [267900/1251000] [214.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002676] [CE 4.331 (4.270)] [KD 3.982 (3.809)] 2024-10-16 09:51:25,533 - Train: 21.42% [267950/1251000] [214.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002676] [CE 3.769 (4.376)] [KD 3.578 (3.869)] 2024-10-16 09:51:37,661 - Train: 21.42% [268000/1251000] [214.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002676] [CE 4.574 (4.277)] [KD 3.916 (3.868)] 2024-10-16 09:51:49,849 - Train: 21.43% [268050/1251000] [214.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002676] [CE 4.410 (4.316)] [KD 3.670 (3.946)] 2024-10-16 09:52:01,961 - Train: 21.43% [268100/1251000] [214.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002676] [CE 4.189 (4.347)] [KD 4.130 (3.948)] 2024-10-16 09:52:13,799 - Train: 21.43% [268150/1251000] [214.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002676] [CE 4.294 (4.400)] [KD 3.603 (3.983)] 2024-10-16 09:52:26,001 - Train: 21.44% [268200/1251000] [214.4/1000.0] [batch_t 0.316 (0.244)] [data_t 0.009] [optim_t 0.307] [lr 0.002676] [CE 4.245 (4.379)] [KD 3.865 (3.905)] 2024-10-16 09:52:38,116 - Train: 21.44% [268250/1251000] [214.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002676] [CE 4.339 (4.341)] [KD 3.874 (3.975)] 2024-10-16 09:52:50,344 - Train: 21.45% [268300/1251000] [214.5/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.002675] [CE 3.898 (4.395)] [KD 3.785 (3.999)] 2024-10-16 09:53:02,734 - Train: 21.45% [268350/1251000] [214.5/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002675] [CE 4.374 (4.367)] [KD 4.023 (4.013)] 2024-10-16 09:53:14,870 - Train: 21.45% [268400/1251000] [214.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002675] [CE 4.517 (4.427)] [KD 4.191 (4.067)] 2024-10-16 09:53:27,158 - Train: 21.46% [268450/1251000] [214.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002675] [CE 4.146 (4.357)] [KD 3.907 (3.922)] 2024-10-16 09:53:39,371 - Train: 21.46% [268500/1251000] [214.6/1000.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.257] [lr 0.002675] [CE 4.295 (4.351)] [KD 4.160 (3.914)] 2024-10-16 09:53:51,621 - Train: 21.47% [268550/1251000] [214.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002675] [CE 4.495 (4.311)] [KD 3.924 (3.911)] 2024-10-16 09:54:03,784 - Train: 21.47% [268600/1251000] [214.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002675] [CE 3.936 (4.336)] [KD 3.438 (3.937)] 2024-10-16 09:54:15,981 - Train: 21.47% [268650/1251000] [214.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002675] [CE 4.687 (4.420)] [KD 4.027 (4.014)] 2024-10-16 09:54:27,977 - Train: 21.48% [268700/1251000] [214.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002675] [CE 4.496 (4.365)] [KD 4.064 (3.912)] 2024-10-16 09:54:40,365 - Train: 21.48% [268750/1251000] [214.8/1000.0] [batch_t 0.270 (0.248)] [data_t 0.009] [optim_t 0.262] [lr 0.002674] [CE 4.322 (4.313)] [KD 3.864 (3.937)] 2024-10-16 09:54:52,610 - Train: 21.49% [268800/1251000] [214.9/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.002674] [CE 4.474 (4.348)] [KD 3.843 (3.981)] 2024-10-16 09:55:04,940 - Train: 21.49% [268850/1251000] [214.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002674] [CE 3.678 (4.401)] [KD 3.666 (4.024)] 2024-10-16 09:55:17,059 - Train: 21.49% [268900/1251000] [214.9/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.002674] [CE 3.888 (4.340)] [KD 3.708 (3.935)] 2024-10-16 09:55:29,420 - Train: 21.50% [268950/1251000] [215.0/1000.0] [batch_t 0.282 (0.247)] [data_t 0.056] [optim_t 0.226] [lr 0.002674] [CE 4.300 (4.374)] [KD 3.814 (3.962)] 2024-10-16 09:55:45,202 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 36456] [top5_cnt 45736] [top_all 50000] 2024-10-16 09:55:45,202 - net: 72.912 (91.472) 2024-10-16 09:55:57,295 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39175] [top5_cnt 47088] [top_all 50000] 2024-10-16 09:55:57,296 - net_E: 78.350 (94.176) 2024-10-16 09:55:57,475 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.372 (epoch: 214)] 2024-10-16 09:55:57,475 - ==> Total time: 18:42:38 Eta: 2 days, 20:18:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 09:56:10,259 - Train: 21.50% [269000/1251000] [215.0/1000.0] [batch_t 0.232 (0.323)] [data_t 0.009] [optim_t 0.224] [lr 0.002674] [CE 4.465 (4.324)] [KD 4.030 (3.887)] 2024-10-16 09:56:22,640 - Train: 21.51% [269050/1251000] [215.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002674] [CE 4.908 (4.330)] [KD 4.516 (3.943)] 2024-10-16 09:56:34,801 - Train: 21.51% [269100/1251000] [215.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002674] [CE 4.369 (4.352)] [KD 3.905 (3.956)] 2024-10-16 09:56:46,982 - Train: 21.51% [269150/1251000] [215.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002674] [CE 3.814 (4.293)] [KD 3.806 (3.879)] 2024-10-16 09:56:59,390 - Train: 21.52% [269200/1251000] [215.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002673] [CE 3.752 (4.270)] [KD 3.275 (3.900)] 2024-10-16 09:57:11,909 - Train: 21.52% [269250/1251000] [215.2/1000.0] [batch_t 0.269 (0.250)] [data_t 0.009] [optim_t 0.261] [lr 0.002673] [CE 4.109 (4.359)] [KD 3.731 (3.911)] 2024-10-16 09:57:24,432 - Train: 21.53% [269300/1251000] [215.3/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002673] [CE 4.681 (4.371)] [KD 4.180 (3.935)] 2024-10-16 09:57:37,324 - Train: 21.53% [269350/1251000] [215.3/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.002673] [CE 4.512 (4.356)] [KD 4.151 (3.868)] 2024-10-16 09:57:49,678 - Train: 21.53% [269400/1251000] [215.3/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002673] [CE 4.199 (4.269)] [KD 3.899 (3.861)] 2024-10-16 09:58:02,427 - Train: 21.54% [269450/1251000] [215.4/1000.0] [batch_t 0.251 (0.255)] [data_t 0.009] [optim_t 0.242] [lr 0.002673] [CE 4.630 (4.361)] [KD 4.245 (3.975)] 2024-10-16 09:58:15,416 - Train: 21.54% [269500/1251000] [215.4/1000.0] [batch_t 0.235 (0.260)] [data_t 0.010] [optim_t 0.225] [lr 0.002673] [CE 4.107 (4.338)] [KD 3.837 (3.966)] 2024-10-16 09:58:28,002 - Train: 21.55% [269550/1251000] [215.5/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.002673] [CE 4.884 (4.341)] [KD 4.056 (3.964)] 2024-10-16 09:58:40,472 - Train: 21.55% [269600/1251000] [215.5/1000.0] [batch_t 0.271 (0.249)] [data_t 0.009] [optim_t 0.262] [lr 0.002672] [CE 4.446 (4.418)] [KD 4.178 (3.955)] 2024-10-16 09:58:53,282 - Train: 21.55% [269650/1251000] [215.5/1000.0] [batch_t 0.270 (0.256)] [data_t 0.009] [optim_t 0.261] [lr 0.002672] [CE 4.477 (4.359)] [KD 4.148 (3.938)] 2024-10-16 09:59:05,874 - Train: 21.56% [269700/1251000] [215.6/1000.0] [batch_t 0.388 (0.252)] [data_t 0.009] [optim_t 0.379] [lr 0.002672] [CE 4.607 (4.364)] [KD 4.285 (3.918)] 2024-10-16 09:59:18,381 - Train: 21.56% [269750/1251000] [215.6/1000.0] [batch_t 0.259 (0.250)] [data_t 0.009] [optim_t 0.251] [lr 0.002672] [CE 4.334 (4.371)] [KD 3.968 (4.025)] 2024-10-16 09:59:30,878 - Train: 21.57% [269800/1251000] [215.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002672] [CE 4.627 (4.366)] [KD 4.127 (3.952)] 2024-10-16 09:59:43,348 - Train: 21.57% [269850/1251000] [215.7/1000.0] [batch_t 0.289 (0.249)] [data_t 0.009] [optim_t 0.280] [lr 0.002672] [CE 4.587 (4.359)] [KD 3.931 (3.953)] 2024-10-16 09:59:55,608 - Train: 21.57% [269900/1251000] [215.7/1000.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.002672] [CE 4.024 (4.384)] [KD 3.747 (3.902)] 2024-10-16 10:00:08,247 - Train: 21.58% [269950/1251000] [215.8/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.002672] [CE 4.340 (4.411)] [KD 3.971 (4.007)] 2024-10-16 10:00:21,244 - Train: 21.58% [270000/1251000] [215.8/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.002672] [CE 4.515 (4.346)] [KD 3.960 (3.896)] 2024-10-16 10:00:33,434 - Train: 21.59% [270050/1251000] [215.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002671] [CE 4.300 (4.337)] [KD 4.049 (3.945)] 2024-10-16 10:00:45,965 - Train: 21.59% [270100/1251000] [215.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.010] [optim_t 0.226] [lr 0.002671] [CE 4.760 (4.360)] [KD 3.983 (3.961)] 2024-10-16 10:00:58,236 - Train: 21.59% [270150/1251000] [215.9/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.002671] [CE 4.248 (4.369)] [KD 4.018 (3.975)] 2024-10-16 10:01:10,752 - Train: 21.60% [270200/1251000] [216.0/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002671] [CE 4.852 (4.409)] [KD 3.862 (3.992)] 2024-10-16 10:01:26,746 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36412] [top5_cnt 45731] [top_all 50000] 2024-10-16 10:01:26,746 - net: 72.824 (91.462) 2024-10-16 10:01:38,941 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39161] [top5_cnt 47071] [top_all 50000] 2024-10-16 10:01:38,942 - net_E: 78.322 (94.142) 2024-10-16 10:01:39,090 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.372 (epoch: 214)] 2024-10-16 10:01:39,090 - ==> Total time: 18:48:19 Eta: 2 days, 20:15:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:01:51,382 - Train: 21.60% [270250/1251000] [216.0/1000.0] [batch_t 0.238 (0.317)] [data_t 0.009] [optim_t 0.229] [lr 0.002671] [CE 4.328 (4.308)] [KD 3.996 (3.894)] 2024-10-16 10:02:03,402 - Train: 21.61% [270300/1251000] [216.1/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002671] [CE 4.380 (4.413)] [KD 3.789 (3.858)] 2024-10-16 10:02:16,223 - Train: 21.61% [270350/1251000] [216.1/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.002671] [CE 4.444 (4.346)] [KD 3.825 (3.879)] 2024-10-16 10:02:28,639 - Train: 21.61% [270400/1251000] [216.1/1000.0] [batch_t 0.280 (0.248)] [data_t 0.009] [optim_t 0.271] [lr 0.002671] [CE 4.357 (4.387)] [KD 3.912 (3.948)] 2024-10-16 10:02:41,252 - Train: 21.62% [270450/1251000] [216.2/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002670] [CE 5.032 (4.369)] [KD 3.960 (3.910)] 2024-10-16 10:02:53,722 - Train: 21.62% [270500/1251000] [216.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002670] [CE 4.665 (4.276)] [KD 3.758 (3.843)] 2024-10-16 10:03:06,034 - Train: 21.63% [270550/1251000] [216.3/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.002670] [CE 4.221 (4.361)] [KD 4.054 (3.901)] 2024-10-16 10:03:18,575 - Train: 21.63% [270600/1251000] [216.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002670] [CE 4.107 (4.339)] [KD 3.840 (3.899)] 2024-10-16 10:03:30,757 - Train: 21.63% [270650/1251000] [216.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002670] [CE 4.007 (4.391)] [KD 3.585 (3.961)] 2024-10-16 10:03:43,077 - Train: 21.64% [270700/1251000] [216.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002670] [CE 4.801 (4.358)] [KD 4.412 (3.963)] 2024-10-16 10:03:55,491 - Train: 21.64% [270750/1251000] [216.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002670] [CE 4.158 (4.321)] [KD 4.010 (3.947)] 2024-10-16 10:04:07,837 - Train: 21.65% [270800/1251000] [216.5/1000.0] [batch_t 0.265 (0.247)] [data_t 0.009] [optim_t 0.256] [lr 0.002670] [CE 4.517 (4.365)] [KD 4.085 (3.916)] 2024-10-16 10:04:20,483 - Train: 21.65% [270850/1251000] [216.5/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.002670] [CE 4.386 (4.309)] [KD 3.762 (3.870)] 2024-10-16 10:04:32,945 - Train: 21.65% [270900/1251000] [216.5/1000.0] [batch_t 0.250 (0.249)] [data_t 0.009] [optim_t 0.241] [lr 0.002669] [CE 4.060 (4.330)] [KD 3.636 (3.914)] 2024-10-16 10:04:45,459 - Train: 21.66% [270950/1251000] [216.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002669] [CE 4.526 (4.342)] [KD 3.665 (3.906)] 2024-10-16 10:04:58,059 - Train: 21.66% [271000/1251000] [216.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002669] [CE 4.406 (4.327)] [KD 4.045 (3.926)] 2024-10-16 10:05:10,876 - Train: 21.67% [271050/1251000] [216.7/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.002669] [CE 4.540 (4.327)] [KD 3.992 (3.916)] 2024-10-16 10:05:23,604 - Train: 21.67% [271100/1251000] [216.7/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002669] [CE 4.620 (4.364)] [KD 4.087 (3.933)] 2024-10-16 10:05:36,267 - Train: 21.67% [271150/1251000] [216.7/1000.0] [batch_t 0.253 (0.253)] [data_t 0.009] [optim_t 0.244] [lr 0.002669] [CE 3.958 (4.235)] [KD 3.521 (3.890)] 2024-10-16 10:05:48,800 - Train: 21.68% [271200/1251000] [216.8/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002669] [CE 4.363 (4.425)] [KD 3.975 (3.973)] 2024-10-16 10:06:01,558 - Train: 21.68% [271250/1251000] [216.8/1000.0] [batch_t 0.403 (0.255)] [data_t 0.009] [optim_t 0.394] [lr 0.002669] [CE 4.450 (4.414)] [KD 3.781 (3.941)] 2024-10-16 10:06:14,231 - Train: 21.69% [271300/1251000] [216.9/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.002668] [CE 4.517 (4.338)] [KD 3.678 (3.893)] 2024-10-16 10:06:26,923 - Train: 21.69% [271350/1251000] [216.9/1000.0] [batch_t 0.269 (0.254)] [data_t 0.009] [optim_t 0.260] [lr 0.002668] [CE 4.394 (4.334)] [KD 4.099 (3.872)] 2024-10-16 10:06:39,446 - Train: 21.69% [271400/1251000] [216.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002668] [CE 3.107 (4.334)] [KD 3.707 (3.963)] 2024-10-16 10:06:52,004 - Train: 21.70% [271450/1251000] [217.0/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.002668] [CE 4.187 (4.333)] [KD 3.891 (3.981)] 2024-10-16 10:07:08,211 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 36559] [top5_cnt 45786] [top_all 50000] 2024-10-16 10:07:08,211 - net: 73.118 (91.572) 2024-10-16 10:07:20,252 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39186] [top5_cnt 47062] [top_all 50000] 2024-10-16 10:07:20,253 - net_E: 78.372 (94.124) 2024-10-16 10:07:20,379 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.372 (epoch: 214)] 2024-10-16 10:07:20,380 - ==> Total time: 18:54:01 Eta: 2 days, 20:11:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:07:31,900 - Train: 21.70% [271500/1251000] [217.0/1000.0] [batch_t 0.233 (0.310)] [data_t 0.009] [optim_t 0.224] [lr 0.002668] [CE 4.248 (4.367)] [KD 3.586 (3.930)] 2024-10-16 10:07:43,757 - Train: 21.71% [271550/1251000] [217.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002668] [CE 4.166 (4.346)] [KD 3.789 (3.850)] 2024-10-16 10:07:56,027 - Train: 21.71% [271600/1251000] [217.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002668] [CE 4.740 (4.324)] [KD 4.053 (3.888)] 2024-10-16 10:08:07,927 - Train: 21.71% [271650/1251000] [217.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002668] [CE 4.130 (4.361)] [KD 3.473 (3.901)] 2024-10-16 10:08:20,305 - Train: 21.72% [271700/1251000] [217.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002668] [CE 4.440 (4.277)] [KD 3.691 (3.852)] 2024-10-16 10:08:32,046 - Train: 21.72% [271750/1251000] [217.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002667] [CE 4.484 (4.350)] [KD 3.986 (3.880)] 2024-10-16 10:08:44,057 - Train: 21.73% [271800/1251000] [217.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002667] [CE 4.652 (4.360)] [KD 4.090 (3.924)] 2024-10-16 10:08:55,978 - Train: 21.73% [271850/1251000] [217.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002667] [CE 5.234 (4.407)] [KD 4.296 (3.955)] 2024-10-16 10:09:08,154 - Train: 21.73% [271900/1251000] [217.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002667] [CE 4.067 (4.394)] [KD 3.731 (3.943)] 2024-10-16 10:09:20,049 - Train: 21.74% [271950/1251000] [217.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002667] [CE 4.554 (4.364)] [KD 4.077 (3.976)] 2024-10-16 10:09:32,171 - Train: 21.74% [272000/1251000] [217.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002667] [CE 4.958 (4.381)] [KD 4.219 (3.958)] 2024-10-16 10:09:44,000 - Train: 21.75% [272050/1251000] [217.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002667] [CE 4.119 (4.353)] [KD 4.025 (3.999)] 2024-10-16 10:09:55,933 - Train: 21.75% [272100/1251000] [217.5/1000.0] [batch_t 0.254 (0.239)] [data_t 0.028] [optim_t 0.226] [lr 0.002667] [CE 4.637 (4.333)] [KD 3.993 (3.989)] 2024-10-16 10:10:07,966 - Train: 21.75% [272150/1251000] [217.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002666] [CE 4.490 (4.290)] [KD 3.745 (3.900)] 2024-10-16 10:10:19,993 - Train: 21.76% [272200/1251000] [217.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002666] [CE 4.162 (4.336)] [KD 3.704 (3.899)] 2024-10-16 10:10:32,108 - Train: 21.76% [272250/1251000] [217.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002666] [CE 4.099 (4.386)] [KD 3.863 (3.984)] 2024-10-16 10:10:44,184 - Train: 21.77% [272300/1251000] [217.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002666] [CE 4.575 (4.405)] [KD 3.852 (3.934)] 2024-10-16 10:10:55,888 - Train: 21.77% [272350/1251000] [217.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002666] [CE 4.183 (4.375)] [KD 3.831 (3.957)] 2024-10-16 10:11:08,012 - Train: 21.77% [272400/1251000] [217.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.012] [optim_t 0.225] [lr 0.002666] [CE 5.143 (4.369)] [KD 4.239 (3.950)] 2024-10-16 10:11:20,040 - Train: 21.78% [272450/1251000] [217.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002666] [CE 4.946 (4.370)] [KD 4.150 (3.937)] 2024-10-16 10:11:32,001 - Train: 21.78% [272500/1251000] [217.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002666] [CE 3.931 (4.323)] [KD 3.659 (3.899)] 2024-10-16 10:11:44,090 - Train: 21.79% [272550/1251000] [217.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002666] [CE 4.294 (4.445)] [KD 3.870 (3.996)] 2024-10-16 10:11:56,155 - Train: 21.79% [272600/1251000] [217.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002665] [CE 4.558 (4.301)] [KD 3.965 (3.931)] 2024-10-16 10:12:08,207 - Train: 21.79% [272650/1251000] [217.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002665] [CE 4.240 (4.385)] [KD 3.803 (3.956)] 2024-10-16 10:12:20,168 - Train: 21.80% [272700/1251000] [218.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002665] [CE 4.004 (4.400)] [KD 3.612 (3.944)] 2024-10-16 10:12:36,611 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36486] [top5_cnt 45840] [top_all 50000] 2024-10-16 10:12:36,612 - net: 72.972 (91.680) 2024-10-16 10:12:48,962 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39201] [top5_cnt 47090] [top_all 50000] 2024-10-16 10:12:48,962 - net_E: 78.402 (94.180) 2024-10-16 10:12:49,089 - Max [top1: 73.566 (epoch: 206)] [top1-ema: 78.402 (epoch: 218)] 2024-10-16 10:12:49,090 - ==> Total time: 18:59:29 Eta: 2 days, 20:07:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:13:01,582 - Train: 21.80% [272750/1251000] [218.0/1000.0] [batch_t 0.232 (0.277)] [data_t 0.009] [optim_t 0.223] [lr 0.002665] [CE 4.344 (4.332)] [KD 3.836 (3.919)] 2024-10-16 10:13:13,558 - Train: 21.81% [272800/1251000] [218.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002665] [CE 4.625 (4.350)] [KD 3.923 (3.928)] 2024-10-16 10:13:26,009 - Train: 21.81% [272850/1251000] [218.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002665] [CE 4.568 (4.344)] [KD 3.916 (3.881)] 2024-10-16 10:13:38,069 - Train: 21.81% [272900/1251000] [218.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002665] [CE 4.079 (4.293)] [KD 3.751 (3.868)] 2024-10-16 10:13:49,967 - Train: 21.82% [272950/1251000] [218.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002665] [CE 4.209 (4.393)] [KD 4.221 (3.967)] 2024-10-16 10:14:01,700 - Train: 21.82% [273000/1251000] [218.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002664] [CE 3.962 (4.308)] [KD 3.619 (3.914)] 2024-10-16 10:14:13,819 - Train: 21.83% [273050/1251000] [218.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002664] [CE 4.183 (4.301)] [KD 4.067 (3.926)] 2024-10-16 10:14:25,797 - Train: 21.83% [273100/1251000] [218.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002664] [CE 4.318 (4.294)] [KD 3.955 (3.917)] 2024-10-16 10:14:37,792 - Train: 21.83% [273150/1251000] [218.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002664] [CE 4.440 (4.351)] [KD 3.782 (3.931)] 2024-10-16 10:14:49,537 - Train: 21.84% [273200/1251000] [218.4/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002664] [CE 4.067 (4.425)] [KD 3.813 (3.966)] 2024-10-16 10:15:01,643 - Train: 21.84% [273250/1251000] [218.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002664] [CE 4.855 (4.359)] [KD 4.053 (3.935)] 2024-10-16 10:15:13,544 - Train: 21.85% [273300/1251000] [218.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002664] [CE 3.910 (4.331)] [KD 3.479 (3.860)] 2024-10-16 10:15:25,313 - Train: 21.85% [273350/1251000] [218.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002664] [CE 4.297 (4.354)] [KD 3.849 (3.907)] 2024-10-16 10:15:37,313 - Train: 21.85% [273400/1251000] [218.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002664] [CE 4.114 (4.359)] [KD 3.932 (3.953)] 2024-10-16 10:15:49,272 - Train: 21.86% [273450/1251000] [218.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002663] [CE 4.412 (4.325)] [KD 3.696 (3.927)] 2024-10-16 10:16:01,248 - Train: 21.86% [273500/1251000] [218.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002663] [CE 4.984 (4.436)] [KD 4.044 (3.921)] 2024-10-16 10:16:13,032 - Train: 21.87% [273550/1251000] [218.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002663] [CE 4.440 (4.300)] [KD 3.759 (3.905)] 2024-10-16 10:16:24,817 - Train: 21.87% [273600/1251000] [218.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002663] [CE 4.277 (4.345)] [KD 3.689 (3.897)] 2024-10-16 10:16:36,760 - Train: 21.87% [273650/1251000] [218.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002663] [CE 4.516 (4.369)] [KD 3.887 (3.943)] 2024-10-16 10:16:48,746 - Train: 21.88% [273700/1251000] [218.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002663] [CE 4.551 (4.387)] [KD 4.051 (3.988)] 2024-10-16 10:17:00,642 - Train: 21.88% [273750/1251000] [218.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002663] [CE 3.747 (4.357)] [KD 3.783 (3.968)] 2024-10-16 10:17:12,553 - Train: 21.89% [273800/1251000] [218.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002663] [CE 4.073 (4.323)] [KD 3.858 (3.940)] 2024-10-16 10:17:24,718 - Train: 21.89% [273850/1251000] [218.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002662] [CE 4.449 (4.333)] [KD 4.033 (3.945)] 2024-10-16 10:17:36,711 - Train: 21.89% [273900/1251000] [218.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002662] [CE 3.930 (4.368)] [KD 3.739 (3.913)] 2024-10-16 10:17:48,460 - Train: 21.90% [273950/1251000] [219.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002662] [CE 4.398 (4.390)] [KD 3.908 (3.960)] 2024-10-16 10:18:04,819 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 36808] [top5_cnt 45914] [top_all 50000] 2024-10-16 10:18:04,819 - net: 73.616 (91.828) 2024-10-16 10:18:16,949 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39224] [top5_cnt 47084] [top_all 50000] 2024-10-16 10:18:16,949 - net_E: 78.448 (94.168) 2024-10-16 10:18:17,090 - Max [top1: 73.616 (epoch: 219)] [top1-ema: 78.448 (epoch: 219)] 2024-10-16 10:18:17,090 - ==> Total time: 19:04:57 Eta: 2 days, 20:03:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:18:31,365 - Train: 21.90% [274000/1251000] [219.0/1000.0] [batch_t 0.234 (0.284)] [data_t 0.009] [optim_t 0.225] [lr 0.002662] [CE 4.171 (4.370)] [KD 3.797 (3.896)] 2024-10-16 10:18:43,798 - Train: 21.91% [274050/1251000] [219.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002662] [CE 4.703 (4.344)] [KD 4.324 (3.897)] 2024-10-16 10:18:56,101 - Train: 21.91% [274100/1251000] [219.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002662] [CE 4.878 (4.355)] [KD 4.065 (3.901)] 2024-10-16 10:19:07,834 - Train: 21.91% [274150/1251000] [219.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002662] [CE 4.193 (4.314)] [KD 4.075 (3.914)] 2024-10-16 10:19:19,713 - Train: 21.92% [274200/1251000] [219.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002662] [CE 4.091 (4.351)] [KD 3.961 (3.951)] 2024-10-16 10:19:31,499 - Train: 21.92% [274250/1251000] [219.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002662] [CE 4.052 (4.351)] [KD 3.734 (3.994)] 2024-10-16 10:19:43,492 - Train: 21.93% [274300/1251000] [219.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002661] [CE 4.166 (4.359)] [KD 4.004 (3.962)] 2024-10-16 10:19:55,350 - Train: 21.93% [274350/1251000] [219.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002661] [CE 4.508 (4.383)] [KD 4.025 (3.937)] 2024-10-16 10:20:07,688 - Train: 21.93% [274400/1251000] [219.3/1000.0] [batch_t 0.383 (0.247)] [data_t 0.009] [optim_t 0.374] [lr 0.002661] [CE 4.272 (4.458)] [KD 3.969 (3.977)] 2024-10-16 10:20:19,435 - Train: 21.94% [274450/1251000] [219.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002661] [CE 4.742 (4.292)] [KD 4.357 (3.901)] 2024-10-16 10:20:31,451 - Train: 21.94% [274500/1251000] [219.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002661] [CE 4.112 (4.394)] [KD 3.579 (3.908)] 2024-10-16 10:20:43,687 - Train: 21.95% [274550/1251000] [219.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002661] [CE 4.202 (4.358)] [KD 3.784 (3.962)] 2024-10-16 10:20:55,905 - Train: 21.95% [274600/1251000] [219.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002661] [CE 4.242 (4.389)] [KD 4.152 (3.995)] 2024-10-16 10:21:08,040 - Train: 21.95% [274650/1251000] [219.5/1000.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002661] [CE 4.248 (4.415)] [KD 3.828 (3.986)] 2024-10-16 10:21:20,511 - Train: 21.96% [274700/1251000] [219.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002660] [CE 4.552 (4.333)] [KD 4.270 (3.963)] 2024-10-16 10:21:32,391 - Train: 21.96% [274750/1251000] [219.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002660] [CE 4.920 (4.326)] [KD 4.013 (3.960)] 2024-10-16 10:21:44,126 - Train: 21.97% [274800/1251000] [219.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002660] [CE 4.386 (4.343)] [KD 3.851 (3.912)] 2024-10-16 10:21:56,208 - Train: 21.97% [274850/1251000] [219.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002660] [CE 4.367 (4.366)] [KD 3.734 (3.928)] 2024-10-16 10:22:08,331 - Train: 21.97% [274900/1251000] [219.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002660] [CE 4.552 (4.387)] [KD 4.142 (3.908)] 2024-10-16 10:22:20,413 - Train: 21.98% [274950/1251000] [219.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002660] [CE 3.700 (4.395)] [KD 3.583 (3.889)] 2024-10-16 10:22:32,677 - Train: 21.98% [275000/1251000] [219.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002660] [CE 4.238 (4.309)] [KD 3.644 (3.940)] 2024-10-16 10:22:44,872 - Train: 21.99% [275050/1251000] [219.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002660] [CE 4.140 (4.318)] [KD 4.104 (3.907)] 2024-10-16 10:22:56,865 - Train: 21.99% [275100/1251000] [219.9/1000.0] [batch_t 0.262 (0.240)] [data_t 0.009] [optim_t 0.253] [lr 0.002659] [CE 4.366 (4.401)] [KD 4.067 (3.987)] 2024-10-16 10:23:09,094 - Train: 21.99% [275150/1251000] [219.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002659] [CE 4.328 (4.276)] [KD 3.835 (3.902)] 2024-10-16 10:23:21,190 - Train: 22.00% [275200/1251000] [220.0/1000.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.002659] [CE 4.757 (4.344)] [KD 4.100 (3.873)] 2024-10-16 10:23:38,019 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 36844] [top5_cnt 46003] [top_all 50000] 2024-10-16 10:23:38,019 - net: 73.688 (92.006) 2024-10-16 10:23:50,294 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39226] [top5_cnt 47116] [top_all 50000] 2024-10-16 10:23:50,294 - net_E: 78.452 (94.232) 2024-10-16 10:23:50,428 - Max [top1: 73.688 (epoch: 220)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:23:50,428 - ==> Total time: 19:10:31 Eta: 2 days, 19:59:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:24:04,026 - Train: 22.00% [275250/1251000] [220.0/1000.0] [batch_t 0.237 (0.287)] [data_t 0.009] [optim_t 0.228] [lr 0.002659] [CE 4.122 (4.255)] [KD 3.577 (3.750)] 2024-10-16 10:24:16,215 - Train: 22.01% [275300/1251000] [220.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002659] [CE 4.406 (4.327)] [KD 4.018 (3.831)] 2024-10-16 10:24:28,303 - Train: 22.01% [275350/1251000] [220.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002659] [CE 4.585 (4.393)] [KD 3.959 (3.869)] 2024-10-16 10:24:40,182 - Train: 22.01% [275400/1251000] [220.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002659] [CE 4.332 (4.374)] [KD 3.648 (3.871)] 2024-10-16 10:24:52,057 - Train: 22.02% [275450/1251000] [220.2/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.002659] [CE 4.096 (4.334)] [KD 3.847 (3.906)] 2024-10-16 10:25:04,292 - Train: 22.02% [275500/1251000] [220.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002659] [CE 4.499 (4.350)] [KD 3.919 (3.868)] 2024-10-16 10:25:16,124 - Train: 22.03% [275550/1251000] [220.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002658] [CE 4.060 (4.400)] [KD 3.881 (3.968)] 2024-10-16 10:25:28,031 - Train: 22.03% [275600/1251000] [220.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002658] [CE 4.149 (4.380)] [KD 3.599 (3.970)] 2024-10-16 10:25:40,345 - Train: 22.03% [275650/1251000] [220.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002658] [CE 4.480 (4.358)] [KD 4.059 (3.976)] 2024-10-16 10:25:52,469 - Train: 22.04% [275700/1251000] [220.4/1000.0] [batch_t 0.352 (0.242)] [data_t 0.009] [optim_t 0.343] [lr 0.002658] [CE 4.529 (4.391)] [KD 4.161 (3.932)] 2024-10-16 10:26:04,358 - Train: 22.04% [275750/1251000] [220.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002658] [CE 3.974 (4.443)] [KD 4.015 (3.960)] 2024-10-16 10:26:16,258 - Train: 22.05% [275800/1251000] [220.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002658] [CE 4.601 (4.394)] [KD 4.018 (3.990)] 2024-10-16 10:26:28,139 - Train: 22.05% [275850/1251000] [220.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002658] [CE 3.690 (4.419)] [KD 3.842 (3.980)] 2024-10-16 10:26:40,102 - Train: 22.05% [275900/1251000] [220.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002658] [CE 4.007 (4.474)] [KD 3.744 (4.046)] 2024-10-16 10:26:52,100 - Train: 22.06% [275950/1251000] [220.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002657] [CE 4.306 (4.333)] [KD 3.910 (3.987)] 2024-10-16 10:27:04,197 - Train: 22.06% [276000/1251000] [220.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002657] [CE 4.429 (4.361)] [KD 4.017 (3.935)] 2024-10-16 10:27:16,311 - Train: 22.07% [276050/1251000] [220.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002657] [CE 4.177 (4.358)] [KD 3.908 (3.927)] 2024-10-16 10:27:28,475 - Train: 22.07% [276100/1251000] [220.7/1000.0] [batch_t 0.362 (0.243)] [data_t 0.009] [optim_t 0.353] [lr 0.002657] [CE 4.560 (4.352)] [KD 3.837 (3.912)] 2024-10-16 10:27:40,342 - Train: 22.07% [276150/1251000] [220.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002657] [CE 4.415 (4.318)] [KD 3.870 (3.949)] 2024-10-16 10:27:52,243 - Train: 22.08% [276200/1251000] [220.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002657] [CE 4.615 (4.304)] [KD 4.040 (3.866)] 2024-10-16 10:28:04,136 - Train: 22.08% [276250/1251000] [220.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002657] [CE 4.683 (4.275)] [KD 4.111 (3.882)] 2024-10-16 10:28:16,419 - Train: 22.09% [276300/1251000] [220.9/1000.0] [batch_t 0.382 (0.246)] [data_t 0.009] [optim_t 0.373] [lr 0.002657] [CE 4.317 (4.375)] [KD 3.772 (3.883)] 2024-10-16 10:28:28,446 - Train: 22.09% [276350/1251000] [220.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002657] [CE 4.616 (4.389)] [KD 4.114 (3.938)] 2024-10-16 10:28:40,435 - Train: 22.09% [276400/1251000] [220.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002656] [CE 4.398 (4.405)] [KD 3.935 (3.932)] 2024-10-16 10:28:52,575 - Train: 22.10% [276450/1251000] [221.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002656] [CE 4.556 (4.389)] [KD 3.922 (3.988)] 2024-10-16 10:29:10,057 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 36757] [top5_cnt 45887] [top_all 50000] 2024-10-16 10:29:10,057 - net: 73.514 (91.774) 2024-10-16 10:29:22,716 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.247)] [top1_cnt 39162] [top5_cnt 47120] [top_all 50000] 2024-10-16 10:29:22,717 - net_E: 78.324 (94.240) 2024-10-16 10:29:22,853 - Max [top1: 73.688 (epoch: 220)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:29:22,853 - ==> Total time: 19:16:03 Eta: 2 days, 19:54:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:29:33,315 - Train: 22.10% [276500/1251000] [221.0/1000.0] [batch_t 0.234 (0.313)] [data_t 0.009] [optim_t 0.225] [lr 0.002656] [CE 4.265 (4.419)] [KD 3.788 (3.867)] 2024-10-16 10:29:45,795 - Train: 22.11% [276550/1251000] [221.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002656] [CE 4.404 (4.354)] [KD 3.985 (3.886)] 2024-10-16 10:29:58,204 - Train: 22.11% [276600/1251000] [221.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002656] [CE 4.387 (4.410)] [KD 3.789 (3.961)] 2024-10-16 10:30:10,385 - Train: 22.11% [276650/1251000] [221.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002656] [CE 4.073 (4.371)] [KD 3.800 (3.890)] 2024-10-16 10:30:22,310 - Train: 22.12% [276700/1251000] [221.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002656] [CE 3.971 (4.368)] [KD 3.879 (3.955)] 2024-10-16 10:30:34,264 - Train: 22.12% [276750/1251000] [221.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002656] [CE 4.254 (4.284)] [KD 3.825 (3.933)] 2024-10-16 10:30:46,535 - Train: 22.13% [276800/1251000] [221.3/1000.0] [batch_t 0.380 (0.245)] [data_t 0.009] [optim_t 0.371] [lr 0.002655] [CE 4.507 (4.346)] [KD 3.947 (3.912)] 2024-10-16 10:30:58,803 - Train: 22.13% [276850/1251000] [221.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002655] [CE 4.158 (4.309)] [KD 3.853 (3.882)] 2024-10-16 10:31:10,854 - Train: 22.13% [276900/1251000] [221.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002655] [CE 3.996 (4.323)] [KD 3.860 (3.922)] 2024-10-16 10:31:22,683 - Train: 22.14% [276950/1251000] [221.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002655] [CE 4.480 (4.378)] [KD 3.937 (3.905)] 2024-10-16 10:31:34,797 - Train: 22.14% [277000/1251000] [221.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002655] [CE 4.634 (4.322)] [KD 3.980 (3.921)] 2024-10-16 10:31:46,926 - Train: 22.15% [277050/1251000] [221.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002655] [CE 4.755 (4.366)] [KD 4.231 (3.962)] 2024-10-16 10:31:58,895 - Train: 22.15% [277100/1251000] [221.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002655] [CE 4.135 (4.374)] [KD 3.726 (3.990)] 2024-10-16 10:32:10,961 - Train: 22.15% [277150/1251000] [221.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002655] [CE 4.165 (4.400)] [KD 4.209 (3.979)] 2024-10-16 10:32:23,555 - Train: 22.16% [277200/1251000] [221.6/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002654] [CE 4.770 (4.453)] [KD 4.137 (3.969)] 2024-10-16 10:32:35,674 - Train: 22.16% [277250/1251000] [221.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002654] [CE 4.184 (4.346)] [KD 3.858 (3.985)] 2024-10-16 10:32:47,503 - Train: 22.17% [277300/1251000] [221.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002654] [CE 4.177 (4.443)] [KD 4.048 (3.993)] 2024-10-16 10:32:59,392 - Train: 22.17% [277350/1251000] [221.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002654] [CE 4.094 (4.295)] [KD 3.936 (3.912)] 2024-10-16 10:33:11,466 - Train: 22.17% [277400/1251000] [221.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002654] [CE 4.200 (4.313)] [KD 3.925 (3.951)] 2024-10-16 10:33:23,600 - Train: 22.18% [277450/1251000] [221.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002654] [CE 4.721 (4.375)] [KD 4.137 (3.942)] 2024-10-16 10:33:35,758 - Train: 22.18% [277500/1251000] [221.8/1000.0] [batch_t 0.427 (0.243)] [data_t 0.009] [optim_t 0.418] [lr 0.002654] [CE 4.902 (4.356)] [KD 4.319 (3.971)] 2024-10-16 10:33:47,768 - Train: 22.19% [277550/1251000] [221.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002654] [CE 4.333 (4.356)] [KD 3.836 (3.957)] 2024-10-16 10:33:59,887 - Train: 22.19% [277600/1251000] [221.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002654] [CE 4.939 (4.453)] [KD 3.980 (4.012)] 2024-10-16 10:34:12,077 - Train: 22.19% [277650/1251000] [221.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002653] [CE 4.167 (4.404)] [KD 3.785 (3.942)] 2024-10-16 10:34:24,013 - Train: 22.20% [277700/1251000] [222.0/1000.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.002653] [CE 4.994 (4.428)] [KD 4.318 (4.010)] 2024-10-16 10:34:41,723 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 36834] [top5_cnt 45976] [top_all 50000] 2024-10-16 10:34:41,724 - net: 73.668 (91.952) 2024-10-16 10:34:53,866 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39175] [top5_cnt 47100] [top_all 50000] 2024-10-16 10:34:53,867 - net_E: 78.350 (94.200) 2024-10-16 10:34:54,040 - Max [top1: 73.688 (epoch: 220)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:34:54,041 - ==> Total time: 19:21:34 Eta: 2 days, 19:50:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:35:04,228 - Train: 22.20% [277750/1251000] [222.0/1000.0] [batch_t 0.234 (0.306)] [data_t 0.009] [optim_t 0.225] [lr 0.002653] [CE 3.864 (4.187)] [KD 3.517 (3.776)] 2024-10-16 10:35:16,780 - Train: 22.21% [277800/1251000] [222.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002653] [CE 4.437 (4.368)] [KD 3.665 (3.830)] 2024-10-16 10:35:28,872 - Train: 22.21% [277850/1251000] [222.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002653] [CE 4.304 (4.350)] [KD 4.052 (3.880)] 2024-10-16 10:35:40,661 - Train: 22.21% [277900/1251000] [222.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002653] [CE 4.456 (4.373)] [KD 4.128 (3.938)] 2024-10-16 10:35:52,827 - Train: 22.22% [277950/1251000] [222.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002653] [CE 4.349 (4.337)] [KD 3.960 (3.845)] 2024-10-16 10:36:04,697 - Train: 22.22% [278000/1251000] [222.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002653] [CE 5.051 (4.371)] [KD 4.212 (3.906)] 2024-10-16 10:36:16,435 - Train: 22.23% [278050/1251000] [222.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002652] [CE 3.667 (4.345)] [KD 3.673 (3.923)] 2024-10-16 10:36:28,516 - Train: 22.23% [278100/1251000] [222.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002652] [CE 4.566 (4.380)] [KD 4.016 (3.932)] 2024-10-16 10:36:40,641 - Train: 22.23% [278150/1251000] [222.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002652] [CE 4.558 (4.374)] [KD 3.952 (3.914)] 2024-10-16 10:36:52,799 - Train: 22.24% [278200/1251000] [222.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002652] [CE 4.505 (4.388)] [KD 3.980 (3.948)] 2024-10-16 10:37:05,001 - Train: 22.24% [278250/1251000] [222.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002652] [CE 4.978 (4.412)] [KD 4.123 (3.952)] 2024-10-16 10:37:16,707 - Train: 22.25% [278300/1251000] [222.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002652] [CE 4.482 (4.326)] [KD 3.919 (3.862)] 2024-10-16 10:37:28,598 - Train: 22.25% [278350/1251000] [222.5/1000.0] [batch_t 0.250 (0.238)] [data_t 0.024] [optim_t 0.226] [lr 0.002652] [CE 4.620 (4.414)] [KD 4.252 (3.925)] 2024-10-16 10:37:40,964 - Train: 22.25% [278400/1251000] [222.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002652] [CE 4.232 (4.378)] [KD 4.052 (3.849)] 2024-10-16 10:37:52,922 - Train: 22.26% [278450/1251000] [222.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002651] [CE 4.535 (4.389)] [KD 3.838 (3.904)] 2024-10-16 10:38:04,594 - Train: 22.26% [278500/1251000] [222.6/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002651] [CE 4.430 (4.376)] [KD 4.018 (3.930)] 2024-10-16 10:38:16,376 - Train: 22.27% [278550/1251000] [222.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002651] [CE 3.940 (4.228)] [KD 3.598 (3.866)] 2024-10-16 10:38:28,431 - Train: 22.27% [278600/1251000] [222.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002651] [CE 4.271 (4.411)] [KD 3.733 (3.932)] 2024-10-16 10:38:40,173 - Train: 22.27% [278650/1251000] [222.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002651] [CE 4.281 (4.353)] [KD 3.981 (3.879)] 2024-10-16 10:38:52,159 - Train: 22.28% [278700/1251000] [222.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002651] [CE 4.436 (4.377)] [KD 3.729 (3.932)] 2024-10-16 10:39:04,339 - Train: 22.28% [278750/1251000] [222.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002651] [CE 4.364 (4.444)] [KD 4.021 (3.991)] 2024-10-16 10:39:16,466 - Train: 22.29% [278800/1251000] [222.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002651] [CE 4.533 (4.422)] [KD 4.005 (4.005)] 2024-10-16 10:39:28,622 - Train: 22.29% [278850/1251000] [222.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002651] [CE 4.196 (4.388)] [KD 4.101 (3.951)] 2024-10-16 10:39:40,681 - Train: 22.29% [278900/1251000] [222.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002650] [CE 4.334 (4.295)] [KD 4.163 (3.863)] 2024-10-16 10:39:52,715 - Train: 22.30% [278950/1251000] [223.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002650] [CE 4.696 (4.366)] [KD 3.856 (3.913)] 2024-10-16 10:40:10,202 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 36770] [top5_cnt 45905] [top_all 50000] 2024-10-16 10:40:10,202 - net: 73.540 (91.810) 2024-10-16 10:40:22,560 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.239)] [top1_cnt 39178] [top5_cnt 47099] [top_all 50000] 2024-10-16 10:40:22,560 - net_E: 78.356 (94.198) 2024-10-16 10:40:22,714 - Max [top1: 73.688 (epoch: 220)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:40:22,715 - ==> Total time: 19:27:03 Eta: 2 days, 19:46:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:40:33,527 - Train: 22.30% [279000/1251000] [223.0/1000.0] [batch_t 0.238 (0.350)] [data_t 0.009] [optim_t 0.229] [lr 0.002650] [CE 3.872 (4.223)] [KD 3.475 (3.775)] 2024-10-16 10:40:45,863 - Train: 22.31% [279050/1251000] [223.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002650] [CE 4.391 (4.358)] [KD 3.802 (3.927)] 2024-10-16 10:40:57,669 - Train: 22.31% [279100/1251000] [223.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002650] [CE 4.710 (4.290)] [KD 4.286 (3.884)] 2024-10-16 10:41:09,618 - Train: 22.31% [279150/1251000] [223.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002650] [CE 4.403 (4.381)] [KD 3.703 (3.921)] 2024-10-16 10:41:21,796 - Train: 22.32% [279200/1251000] [223.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002650] [CE 4.517 (4.389)] [KD 4.043 (3.807)] 2024-10-16 10:41:34,056 - Train: 22.32% [279250/1251000] [223.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002650] [CE 4.717 (4.342)] [KD 3.990 (3.861)] 2024-10-16 10:41:46,070 - Train: 22.33% [279300/1251000] [223.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002649] [CE 4.110 (4.394)] [KD 3.899 (3.918)] 2024-10-16 10:41:58,264 - Train: 22.33% [279350/1251000] [223.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002649] [CE 4.272 (4.348)] [KD 3.923 (3.945)] 2024-10-16 10:42:10,288 - Train: 22.33% [279400/1251000] [223.3/1000.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.002649] [CE 4.532 (4.295)] [KD 3.993 (3.842)] 2024-10-16 10:42:22,710 - Train: 22.34% [279450/1251000] [223.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002649] [CE 4.393 (4.355)] [KD 3.878 (3.847)] 2024-10-16 10:42:34,830 - Train: 22.34% [279500/1251000] [223.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002649] [CE 3.962 (4.367)] [KD 3.804 (3.927)] 2024-10-16 10:42:47,130 - Train: 22.35% [279550/1251000] [223.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002649] [CE 4.430 (4.311)] [KD 3.816 (3.964)] 2024-10-16 10:42:59,574 - Train: 22.35% [279600/1251000] [223.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002649] [CE 4.277 (4.329)] [KD 3.776 (3.952)] 2024-10-16 10:43:11,912 - Train: 22.35% [279650/1251000] [223.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002649] [CE 4.180 (4.348)] [KD 3.782 (3.926)] 2024-10-16 10:43:24,015 - Train: 22.36% [279700/1251000] [223.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002648] [CE 4.976 (4.349)] [KD 4.099 (3.939)] 2024-10-16 10:43:36,400 - Train: 22.36% [279750/1251000] [223.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002648] [CE 4.363 (4.392)] [KD 4.009 (3.859)] 2024-10-16 10:43:48,846 - Train: 22.37% [279800/1251000] [223.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002648] [CE 3.383 (4.335)] [KD 3.406 (3.954)] 2024-10-16 10:44:01,418 - Train: 22.37% [279850/1251000] [223.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.002648] [CE 4.286 (4.300)] [KD 3.797 (3.969)] 2024-10-16 10:44:13,745 - Train: 22.37% [279900/1251000] [223.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002648] [CE 4.259 (4.325)] [KD 3.919 (3.982)] 2024-10-16 10:44:25,758 - Train: 22.38% [279950/1251000] [223.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002648] [CE 4.510 (4.341)] [KD 3.939 (3.924)] 2024-10-16 10:44:37,939 - Train: 22.38% [280000/1251000] [223.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002648] [CE 4.466 (4.367)] [KD 3.924 (3.927)] 2024-10-16 10:44:50,444 - Train: 22.39% [280050/1251000] [223.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002648] [CE 4.569 (4.395)] [KD 3.862 (3.953)] 2024-10-16 10:45:02,698 - Train: 22.39% [280100/1251000] [223.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002648] [CE 4.075 (4.350)] [KD 3.767 (3.922)] 2024-10-16 10:45:15,031 - Train: 22.39% [280150/1251000] [223.9/1000.0] [batch_t 0.295 (0.247)] [data_t 0.009] [optim_t 0.286] [lr 0.002647] [CE 3.975 (4.319)] [KD 3.986 (3.974)] 2024-10-16 10:45:27,208 - Train: 22.40% [280200/1251000] [224.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002647] [CE 4.431 (4.372)] [KD 3.759 (3.959)] 2024-10-16 10:45:45,480 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 36941] [top5_cnt 45984] [top_all 50000] 2024-10-16 10:45:45,480 - net: 73.882 (91.968) 2024-10-16 10:45:57,506 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.233)] [top1_cnt 39191] [top5_cnt 47114] [top_all 50000] 2024-10-16 10:45:57,507 - net_E: 78.382 (94.228) 2024-10-16 10:45:57,644 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:45:57,644 - ==> Total time: 19:32:38 Eta: 2 days, 19:42:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:46:09,637 - Train: 22.40% [280250/1251000] [224.0/1000.0] [batch_t 0.234 (0.297)] [data_t 0.009] [optim_t 0.225] [lr 0.002647] [CE 4.111 (4.320)] [KD 3.733 (3.818)] 2024-10-16 10:46:22,026 - Train: 22.41% [280300/1251000] [224.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002647] [CE 4.071 (4.363)] [KD 3.821 (3.994)] 2024-10-16 10:46:33,936 - Train: 22.41% [280350/1251000] [224.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002647] [CE 4.361 (4.348)] [KD 3.965 (3.937)] 2024-10-16 10:46:45,882 - Train: 22.41% [280400/1251000] [224.1/1000.0] [batch_t 0.265 (0.239)] [data_t 0.009] [optim_t 0.256] [lr 0.002647] [CE 4.402 (4.319)] [KD 3.978 (3.894)] 2024-10-16 10:46:58,289 - Train: 22.42% [280450/1251000] [224.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002647] [CE 4.382 (4.353)] [KD 3.743 (3.963)] 2024-10-16 10:47:10,673 - Train: 22.42% [280500/1251000] [224.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002647] [CE 4.313 (4.312)] [KD 3.922 (3.893)] 2024-10-16 10:47:22,992 - Train: 22.43% [280550/1251000] [224.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002646] [CE 4.726 (4.300)] [KD 4.093 (3.807)] 2024-10-16 10:47:35,014 - Train: 22.43% [280600/1251000] [224.3/1000.0] [batch_t 0.309 (0.240)] [data_t 0.009] [optim_t 0.300] [lr 0.002646] [CE 4.333 (4.310)] [KD 3.924 (3.920)] 2024-10-16 10:47:47,105 - Train: 22.43% [280650/1251000] [224.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002646] [CE 4.467 (4.416)] [KD 4.075 (4.000)] 2024-10-16 10:47:59,095 - Train: 22.44% [280700/1251000] [224.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002646] [CE 4.514 (4.313)] [KD 4.099 (3.895)] 2024-10-16 10:48:11,230 - Train: 22.44% [280750/1251000] [224.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002646] [CE 3.946 (4.369)] [KD 3.650 (3.964)] 2024-10-16 10:48:23,207 - Train: 22.45% [280800/1251000] [224.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002646] [CE 4.046 (4.396)] [KD 4.012 (3.973)] 2024-10-16 10:48:35,287 - Train: 22.45% [280850/1251000] [224.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002646] [CE 3.855 (4.354)] [KD 3.763 (3.951)] 2024-10-16 10:48:47,268 - Train: 22.45% [280900/1251000] [224.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002646] [CE 4.743 (4.338)] [KD 4.300 (3.937)] 2024-10-16 10:48:59,380 - Train: 22.46% [280950/1251000] [224.6/1000.0] [batch_t 0.388 (0.242)] [data_t 0.009] [optim_t 0.379] [lr 0.002645] [CE 4.160 (4.317)] [KD 3.856 (3.915)] 2024-10-16 10:49:11,204 - Train: 22.46% [281000/1251000] [224.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002645] [CE 4.610 (4.349)] [KD 4.070 (3.965)] 2024-10-16 10:49:23,391 - Train: 22.47% [281050/1251000] [224.7/1000.0] [batch_t 0.423 (0.244)] [data_t 0.009] [optim_t 0.415] [lr 0.002645] [CE 4.519 (4.350)] [KD 4.159 (3.945)] 2024-10-16 10:49:35,494 - Train: 22.47% [281100/1251000] [224.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002645] [CE 4.974 (4.400)] [KD 4.376 (3.943)] 2024-10-16 10:49:47,539 - Train: 22.47% [281150/1251000] [224.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002645] [CE 4.328 (4.392)] [KD 3.695 (3.960)] 2024-10-16 10:49:59,696 - Train: 22.48% [281200/1251000] [224.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002645] [CE 3.780 (4.393)] [KD 3.492 (3.955)] 2024-10-16 10:50:11,819 - Train: 22.48% [281250/1251000] [224.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002645] [CE 4.420 (4.314)] [KD 3.838 (3.950)] 2024-10-16 10:50:23,873 - Train: 22.49% [281300/1251000] [224.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002645] [CE 4.946 (4.323)] [KD 4.181 (3.874)] 2024-10-16 10:50:35,837 - Train: 22.49% [281350/1251000] [224.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002645] [CE 4.339 (4.387)] [KD 3.915 (3.955)] 2024-10-16 10:50:47,988 - Train: 22.49% [281400/1251000] [224.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002644] [CE 4.451 (4.305)] [KD 4.093 (3.912)] 2024-10-16 10:50:59,900 - Train: 22.50% [281450/1251000] [225.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002644] [CE 4.222 (4.424)] [KD 3.952 (3.941)] 2024-10-16 10:51:17,927 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 36930] [top5_cnt 45972] [top_all 50000] 2024-10-16 10:51:17,927 - net: 73.860 (91.944) 2024-10-16 10:51:30,469 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 39198] [top5_cnt 47099] [top_all 50000] 2024-10-16 10:51:30,470 - net_E: 78.396 (94.198) 2024-10-16 10:51:30,625 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.452 (epoch: 220)] 2024-10-16 10:51:30,625 - ==> Total time: 19:38:11 Eta: 2 days, 19:38:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:51:41,502 - Train: 22.50% [281500/1251000] [225.0/1000.0] [batch_t 0.233 (0.289)] [data_t 0.009] [optim_t 0.224] [lr 0.002644] [CE 5.083 (4.347)] [KD 4.453 (3.837)] 2024-10-16 10:51:53,383 - Train: 22.51% [281550/1251000] [225.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002644] [CE 4.764 (4.415)] [KD 4.126 (3.951)] 2024-10-16 10:52:05,514 - Train: 22.51% [281600/1251000] [225.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002644] [CE 4.285 (4.332)] [KD 3.950 (3.897)] 2024-10-16 10:52:17,828 - Train: 22.51% [281650/1251000] [225.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002644] [CE 4.157 (4.357)] [KD 3.639 (3.894)] 2024-10-16 10:52:29,517 - Train: 22.52% [281700/1251000] [225.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002644] [CE 4.550 (4.332)] [KD 3.885 (3.801)] 2024-10-16 10:52:41,425 - Train: 22.52% [281750/1251000] [225.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002644] [CE 4.102 (4.274)] [KD 3.775 (3.883)] 2024-10-16 10:52:53,297 - Train: 22.53% [281800/1251000] [225.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002643] [CE 4.850 (4.253)] [KD 4.173 (3.853)] 2024-10-16 10:53:05,659 - Train: 22.53% [281850/1251000] [225.3/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002643] [CE 4.416 (4.402)] [KD 4.115 (3.904)] 2024-10-16 10:53:17,621 - Train: 22.53% [281900/1251000] [225.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002643] [CE 3.986 (4.383)] [KD 3.666 (3.914)] 2024-10-16 10:53:30,012 - Train: 22.54% [281950/1251000] [225.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002643] [CE 4.636 (4.388)] [KD 4.127 (3.936)] 2024-10-16 10:53:41,816 - Train: 22.54% [282000/1251000] [225.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002643] [CE 4.376 (4.429)] [KD 3.824 (4.024)] 2024-10-16 10:53:53,971 - Train: 22.55% [282050/1251000] [225.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002643] [CE 4.078 (4.396)] [KD 3.772 (3.963)] 2024-10-16 10:54:05,907 - Train: 22.55% [282100/1251000] [225.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002643] [CE 4.414 (4.358)] [KD 4.004 (3.871)] 2024-10-16 10:54:18,038 - Train: 22.55% [282150/1251000] [225.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002643] [CE 4.969 (4.354)] [KD 4.104 (3.936)] 2024-10-16 10:54:29,969 - Train: 22.56% [282200/1251000] [225.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002642] [CE 4.179 (4.312)] [KD 3.818 (3.905)] 2024-10-16 10:54:42,351 - Train: 22.56% [282250/1251000] [225.6/1000.0] [batch_t 0.447 (0.248)] [data_t 0.009] [optim_t 0.438] [lr 0.002642] [CE 4.263 (4.340)] [KD 3.990 (3.922)] 2024-10-16 10:54:54,265 - Train: 22.57% [282300/1251000] [225.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002642] [CE 4.233 (4.334)] [KD 3.798 (3.914)] 2024-10-16 10:55:06,249 - Train: 22.57% [282350/1251000] [225.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002642] [CE 4.045 (4.414)] [KD 3.792 (3.961)] 2024-10-16 10:55:18,136 - Train: 22.57% [282400/1251000] [225.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002642] [CE 4.581 (4.348)] [KD 3.991 (3.919)] 2024-10-16 10:55:30,181 - Train: 22.58% [282450/1251000] [225.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002642] [CE 4.323 (4.347)] [KD 3.875 (3.956)] 2024-10-16 10:55:42,199 - Train: 22.58% [282500/1251000] [225.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002642] [CE 3.980 (4.381)] [KD 3.852 (3.941)] 2024-10-16 10:55:54,178 - Train: 22.59% [282550/1251000] [225.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002642] [CE 4.876 (4.363)] [KD 4.198 (3.958)] 2024-10-16 10:56:06,482 - Train: 22.59% [282600/1251000] [225.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002641] [CE 4.377 (4.365)] [KD 3.945 (3.954)] 2024-10-16 10:56:18,667 - Train: 22.59% [282650/1251000] [225.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002641] [CE 4.126 (4.310)] [KD 3.822 (3.933)] 2024-10-16 10:56:30,574 - Train: 22.60% [282700/1251000] [226.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002641] [CE 4.283 (4.405)] [KD 3.993 (3.959)] 2024-10-16 10:56:48,884 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 36579] [top5_cnt 45840] [top_all 50000] 2024-10-16 10:56:48,885 - net: 73.158 (91.680) 2024-10-16 10:57:01,356 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 39228] [top5_cnt 47115] [top_all 50000] 2024-10-16 10:57:01,356 - net_E: 78.456 (94.230) 2024-10-16 10:57:01,509 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 10:57:01,509 - ==> Total time: 19:43:42 Eta: 2 days, 19:33:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 10:57:14,561 - Train: 22.60% [282750/1251000] [226.0/1000.0] [batch_t 0.235 (0.281)] [data_t 0.009] [optim_t 0.226] [lr 0.002641] [CE 4.445 (4.301)] [KD 3.937 (3.876)] 2024-10-16 10:57:26,583 - Train: 22.61% [282800/1251000] [226.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002641] [CE 4.403 (4.273)] [KD 4.280 (3.839)] 2024-10-16 10:57:38,841 - Train: 22.61% [282850/1251000] [226.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002641] [CE 4.520 (4.362)] [KD 3.846 (3.898)] 2024-10-16 10:57:50,824 - Train: 22.61% [282900/1251000] [226.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002641] [CE 3.617 (4.387)] [KD 3.429 (3.857)] 2024-10-16 10:58:02,867 - Train: 22.62% [282950/1251000] [226.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002641] [CE 4.235 (4.311)] [KD 3.605 (3.828)] 2024-10-16 10:58:14,884 - Train: 22.62% [283000/1251000] [226.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002641] [CE 4.363 (4.331)] [KD 3.810 (3.824)] 2024-10-16 10:58:27,008 - Train: 22.63% [283050/1251000] [226.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002640] [CE 4.663 (4.328)] [KD 3.971 (3.883)] 2024-10-16 10:58:39,386 - Train: 22.63% [283100/1251000] [226.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002640] [CE 4.168 (4.324)] [KD 3.934 (3.881)] 2024-10-16 10:58:51,639 - Train: 22.63% [283150/1251000] [226.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002640] [CE 3.738 (4.271)] [KD 3.806 (3.872)] 2024-10-16 10:59:03,601 - Train: 22.64% [283200/1251000] [226.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002640] [CE 4.356 (4.291)] [KD 3.879 (3.862)] 2024-10-16 10:59:15,918 - Train: 22.64% [283250/1251000] [226.4/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002640] [CE 4.151 (4.331)] [KD 3.832 (3.883)] 2024-10-16 10:59:27,833 - Train: 22.65% [283300/1251000] [226.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002640] [CE 4.784 (4.391)] [KD 4.040 (3.946)] 2024-10-16 10:59:39,756 - Train: 22.65% [283350/1251000] [226.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002640] [CE 4.718 (4.354)] [KD 3.856 (3.863)] 2024-10-16 10:59:51,763 - Train: 22.65% [283400/1251000] [226.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002640] [CE 4.447 (4.326)] [KD 3.912 (3.881)] 2024-10-16 11:00:04,036 - Train: 22.66% [283450/1251000] [226.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002639] [CE 4.839 (4.349)] [KD 4.039 (3.889)] 2024-10-16 11:00:15,752 - Train: 22.66% [283500/1251000] [226.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002639] [CE 4.496 (4.346)] [KD 3.808 (3.908)] 2024-10-16 11:00:27,746 - Train: 22.67% [283550/1251000] [226.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002639] [CE 4.606 (4.414)] [KD 3.804 (3.892)] 2024-10-16 11:00:39,794 - Train: 22.67% [283600/1251000] [226.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002639] [CE 4.317 (4.325)] [KD 3.836 (3.838)] 2024-10-16 11:00:51,796 - Train: 22.67% [283650/1251000] [226.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002639] [CE 4.726 (4.369)] [KD 4.172 (3.955)] 2024-10-16 11:01:03,527 - Train: 22.68% [283700/1251000] [226.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002639] [CE 4.155 (4.262)] [KD 3.819 (3.838)] 2024-10-16 11:01:15,672 - Train: 22.68% [283750/1251000] [226.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002639] [CE 4.199 (4.348)] [KD 4.174 (3.874)] 2024-10-16 11:01:27,756 - Train: 22.69% [283800/1251000] [226.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002639] [CE 4.023 (4.318)] [KD 3.763 (3.975)] 2024-10-16 11:01:40,307 - Train: 22.69% [283850/1251000] [226.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002638] [CE 4.391 (4.398)] [KD 4.080 (3.893)] 2024-10-16 11:01:52,355 - Train: 22.69% [283900/1251000] [226.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002638] [CE 4.865 (4.407)] [KD 4.337 (3.954)] 2024-10-16 11:02:04,264 - Train: 22.70% [283950/1251000] [227.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002638] [CE 4.628 (4.392)] [KD 4.077 (3.982)] 2024-10-16 11:02:23,137 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 36502] [top5_cnt 45803] [top_all 50000] 2024-10-16 11:02:23,138 - net: 73.004 (91.606) 2024-10-16 11:02:35,494 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39212] [top5_cnt 47120] [top_all 50000] 2024-10-16 11:02:35,494 - net_E: 78.424 (94.240) 2024-10-16 11:02:35,634 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:02:35,634 - ==> Total time: 19:49:16 Eta: 2 days, 19:29:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:02:45,081 - Train: 22.70% [284000/1251000] [227.0/1000.0] [batch_t 0.236 (0.357)] [data_t 0.009] [optim_t 0.227] [lr 0.002638] [CE 4.285 (4.407)] [KD 3.969 (3.923)] 2024-10-16 11:02:57,062 - Train: 22.71% [284050/1251000] [227.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002638] [CE 4.567 (4.336)] [KD 3.898 (3.930)] 2024-10-16 11:03:09,312 - Train: 22.71% [284100/1251000] [227.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002638] [CE 4.689 (4.383)] [KD 4.063 (3.897)] 2024-10-16 11:03:21,261 - Train: 22.71% [284150/1251000] [227.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002638] [CE 4.107 (4.340)] [KD 3.975 (3.871)] 2024-10-16 11:03:33,316 - Train: 22.72% [284200/1251000] [227.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002638] [CE 4.360 (4.405)] [KD 3.893 (3.941)] 2024-10-16 11:03:45,335 - Train: 22.72% [284250/1251000] [227.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002637] [CE 4.861 (4.318)] [KD 4.243 (3.865)] 2024-10-16 11:03:57,074 - Train: 22.73% [284300/1251000] [227.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002637] [CE 4.577 (4.420)] [KD 3.641 (3.928)] 2024-10-16 11:04:08,775 - Train: 22.73% [284350/1251000] [227.3/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002637] [CE 4.240 (4.406)] [KD 3.848 (3.890)] 2024-10-16 11:04:20,815 - Train: 22.73% [284400/1251000] [227.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002637] [CE 3.962 (4.382)] [KD 3.636 (3.933)] 2024-10-16 11:04:32,936 - Train: 22.74% [284450/1251000] [227.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002637] [CE 4.431 (4.298)] [KD 3.924 (3.913)] 2024-10-16 11:04:44,791 - Train: 22.74% [284500/1251000] [227.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002637] [CE 4.665 (4.346)] [KD 4.084 (3.930)] 2024-10-16 11:04:56,797 - Train: 22.75% [284550/1251000] [227.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002637] [CE 4.703 (4.384)] [KD 3.897 (3.944)] 2024-10-16 11:05:08,672 - Train: 22.75% [284600/1251000] [227.5/1000.0] [batch_t 0.260 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.002637] [CE 4.364 (4.372)] [KD 3.910 (3.947)] 2024-10-16 11:05:20,802 - Train: 22.75% [284650/1251000] [227.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002636] [CE 4.500 (4.327)] [KD 4.134 (3.874)] 2024-10-16 11:05:32,932 - Train: 22.76% [284700/1251000] [227.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002636] [CE 3.977 (4.343)] [KD 3.763 (3.942)] 2024-10-16 11:05:45,485 - Train: 22.76% [284750/1251000] [227.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002636] [CE 4.325 (4.360)] [KD 4.042 (3.929)] 2024-10-16 11:05:57,400 - Train: 22.77% [284800/1251000] [227.7/1000.0] [batch_t 0.273 (0.238)] [data_t 0.009] [optim_t 0.264] [lr 0.002636] [CE 4.540 (4.338)] [KD 4.107 (3.867)] 2024-10-16 11:06:09,417 - Train: 22.77% [284850/1251000] [227.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002636] [CE 3.919 (4.264)] [KD 3.670 (3.886)] 2024-10-16 11:06:21,516 - Train: 22.77% [284900/1251000] [227.7/1000.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.002636] [CE 4.319 (4.377)] [KD 4.060 (3.978)] 2024-10-16 11:06:33,600 - Train: 22.78% [284950/1251000] [227.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002636] [CE 4.417 (4.355)] [KD 3.974 (3.944)] 2024-10-16 11:06:45,730 - Train: 22.78% [285000/1251000] [227.8/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002636] [CE 4.554 (4.399)] [KD 4.144 (3.912)] 2024-10-16 11:06:57,927 - Train: 22.79% [285050/1251000] [227.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002636] [CE 4.410 (4.328)] [KD 4.123 (3.811)] 2024-10-16 11:07:09,925 - Train: 22.79% [285100/1251000] [227.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002635] [CE 4.703 (4.435)] [KD 4.153 (3.937)] 2024-10-16 11:07:22,023 - Train: 22.79% [285150/1251000] [227.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002635] [CE 3.893 (4.320)] [KD 3.568 (3.936)] 2024-10-16 11:07:34,073 - Train: 22.80% [285200/1251000] [228.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002635] [CE 4.178 (4.297)] [KD 3.812 (3.822)] 2024-10-16 11:07:53,041 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36475] [top5_cnt 45755] [top_all 50000] 2024-10-16 11:07:53,041 - net: 72.950 (91.510) 2024-10-16 11:08:05,441 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.241)] [top1_cnt 39206] [top5_cnt 47133] [top_all 50000] 2024-10-16 11:08:05,441 - net_E: 78.412 (94.266) 2024-10-16 11:08:05,572 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:08:05,573 - ==> Total time: 19:54:46 Eta: 2 days, 19:25:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:08:15,034 - Train: 22.80% [285250/1251000] [228.0/1000.0] [batch_t 0.235 (0.373)] [data_t 0.009] [optim_t 0.226] [lr 0.002635] [CE 4.587 (4.423)] [KD 4.073 (3.984)] 2024-10-16 11:08:26,978 - Train: 22.81% [285300/1251000] [228.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002635] [CE 4.049 (4.301)] [KD 3.921 (3.981)] 2024-10-16 11:08:39,165 - Train: 22.81% [285350/1251000] [228.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002635] [CE 5.146 (4.324)] [KD 4.348 (3.862)] 2024-10-16 11:08:51,097 - Train: 22.81% [285400/1251000] [228.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002635] [CE 4.462 (4.319)] [KD 3.793 (3.859)] 2024-10-16 11:09:03,002 - Train: 22.82% [285450/1251000] [228.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002635] [CE 4.674 (4.314)] [KD 3.981 (3.827)] 2024-10-16 11:09:14,900 - Train: 22.82% [285500/1251000] [228.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002634] [CE 3.658 (4.367)] [KD 3.335 (3.843)] 2024-10-16 11:09:27,314 - Train: 22.83% [285550/1251000] [228.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002634] [CE 4.251 (4.384)] [KD 4.044 (3.943)] 2024-10-16 11:09:39,050 - Train: 22.83% [285600/1251000] [228.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002634] [CE 4.465 (4.389)] [KD 3.906 (3.911)] 2024-10-16 11:09:50,831 - Train: 22.83% [285650/1251000] [228.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002634] [CE 4.580 (4.357)] [KD 4.006 (3.903)] 2024-10-16 11:10:02,685 - Train: 22.84% [285700/1251000] [228.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002634] [CE 4.422 (4.385)] [KD 3.742 (3.862)] 2024-10-16 11:10:14,982 - Train: 22.84% [285750/1251000] [228.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002634] [CE 4.115 (4.275)] [KD 3.639 (3.812)] 2024-10-16 11:10:26,796 - Train: 22.85% [285800/1251000] [228.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002634] [CE 4.270 (4.364)] [KD 3.748 (3.883)] 2024-10-16 11:10:38,831 - Train: 22.85% [285850/1251000] [228.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002634] [CE 4.347 (4.271)] [KD 3.663 (3.869)] 2024-10-16 11:10:50,714 - Train: 22.85% [285900/1251000] [228.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002633] [CE 4.276 (4.387)] [KD 3.677 (3.952)] 2024-10-16 11:11:02,792 - Train: 22.86% [285950/1251000] [228.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002633] [CE 4.351 (4.273)] [KD 3.783 (3.846)] 2024-10-16 11:11:14,682 - Train: 22.86% [286000/1251000] [228.6/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002633] [CE 4.217 (4.311)] [KD 4.062 (3.924)] 2024-10-16 11:11:26,534 - Train: 22.87% [286050/1251000] [228.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002633] [CE 4.268 (4.352)] [KD 3.870 (3.951)] 2024-10-16 11:11:38,551 - Train: 22.87% [286100/1251000] [228.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002633] [CE 4.508 (4.435)] [KD 3.830 (3.921)] 2024-10-16 11:11:50,633 - Train: 22.87% [286150/1251000] [228.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002633] [CE 4.402 (4.287)] [KD 4.020 (3.915)] 2024-10-16 11:12:02,571 - Train: 22.88% [286200/1251000] [228.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002633] [CE 4.276 (4.350)] [KD 3.789 (3.916)] 2024-10-16 11:12:14,466 - Train: 22.88% [286250/1251000] [228.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002633] [CE 4.070 (4.384)] [KD 3.767 (3.929)] 2024-10-16 11:12:26,569 - Train: 22.89% [286300/1251000] [228.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002632] [CE 4.479 (4.289)] [KD 3.975 (3.943)] 2024-10-16 11:12:38,752 - Train: 22.89% [286350/1251000] [228.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002632] [CE 4.332 (4.327)] [KD 3.958 (3.982)] 2024-10-16 11:12:50,903 - Train: 22.89% [286400/1251000] [228.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002632] [CE 4.153 (4.312)] [KD 3.728 (3.932)] 2024-10-16 11:13:02,795 - Train: 22.90% [286450/1251000] [229.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002632] [CE 4.394 (4.353)] [KD 4.030 (4.007)] 2024-10-16 11:13:21,893 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36508] [top5_cnt 45737] [top_all 50000] 2024-10-16 11:13:21,893 - net: 73.016 (91.474) 2024-10-16 11:13:34,219 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39193] [top5_cnt 47126] [top_all 50000] 2024-10-16 11:13:34,219 - net_E: 78.386 (94.252) 2024-10-16 11:13:34,339 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:13:34,339 - ==> Total time: 20:00:14 Eta: 2 days, 19:21:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:13:43,627 - Train: 22.90% [286500/1251000] [229.0/1000.0] [batch_t 0.240 (0.382)] [data_t 0.009] [optim_t 0.231] [lr 0.002632] [CE 3.716 (4.266)] [KD 3.653 (3.866)] 2024-10-16 11:13:55,644 - Train: 22.91% [286550/1251000] [229.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002632] [CE 4.058 (4.279)] [KD 3.674 (3.797)] 2024-10-16 11:14:07,861 - Train: 22.91% [286600/1251000] [229.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002632] [CE 4.418 (4.354)] [KD 3.909 (3.871)] 2024-10-16 11:14:20,184 - Train: 22.91% [286650/1251000] [229.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002632] [CE 4.171 (4.334)] [KD 3.524 (3.903)] 2024-10-16 11:14:32,116 - Train: 22.92% [286700/1251000] [229.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002631] [CE 3.772 (4.365)] [KD 3.520 (3.858)] 2024-10-16 11:14:44,080 - Train: 22.92% [286750/1251000] [229.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002631] [CE 3.848 (4.254)] [KD 3.626 (3.833)] 2024-10-16 11:14:55,791 - Train: 22.93% [286800/1251000] [229.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002631] [CE 4.096 (4.356)] [KD 3.592 (3.878)] 2024-10-16 11:15:07,903 - Train: 22.93% [286850/1251000] [229.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002631] [CE 4.283 (4.410)] [KD 3.711 (3.858)] 2024-10-16 11:15:20,106 - Train: 22.93% [286900/1251000] [229.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002631] [CE 4.522 (4.375)] [KD 4.160 (3.843)] 2024-10-16 11:15:32,029 - Train: 22.94% [286950/1251000] [229.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002631] [CE 4.028 (4.343)] [KD 3.610 (3.901)] 2024-10-16 11:15:43,761 - Train: 22.94% [287000/1251000] [229.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002631] [CE 4.525 (4.384)] [KD 4.107 (3.937)] 2024-10-16 11:15:55,885 - Train: 22.95% [287050/1251000] [229.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002631] [CE 4.534 (4.349)] [KD 4.131 (3.904)] 2024-10-16 11:16:07,776 - Train: 22.95% [287100/1251000] [229.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002630] [CE 4.201 (4.372)] [KD 4.091 (3.939)] 2024-10-16 11:16:19,651 - Train: 22.95% [287150/1251000] [229.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002630] [CE 3.898 (4.290)] [KD 3.754 (3.875)] 2024-10-16 11:16:31,502 - Train: 22.96% [287200/1251000] [229.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002630] [CE 4.315 (4.362)] [KD 3.795 (3.910)] 2024-10-16 11:16:43,820 - Train: 22.96% [287250/1251000] [229.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002630] [CE 4.391 (4.406)] [KD 3.923 (3.972)] 2024-10-16 11:16:55,707 - Train: 22.97% [287300/1251000] [229.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002630] [CE 3.871 (4.378)] [KD 3.573 (4.052)] 2024-10-16 11:17:07,662 - Train: 22.97% [287350/1251000] [229.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002630] [CE 4.382 (4.401)] [KD 4.001 (3.956)] 2024-10-16 11:17:19,398 - Train: 22.97% [287400/1251000] [229.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002630] [CE 4.058 (4.325)] [KD 3.802 (3.939)] 2024-10-16 11:17:31,575 - Train: 22.98% [287450/1251000] [229.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002630] [CE 4.310 (4.341)] [KD 4.003 (3.946)] 2024-10-16 11:17:43,521 - Train: 22.98% [287500/1251000] [229.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002629] [CE 4.280 (4.428)] [KD 3.708 (3.951)] 2024-10-16 11:17:55,774 - Train: 22.99% [287550/1251000] [229.9/1000.0] [batch_t 0.381 (0.245)] [data_t 0.009] [optim_t 0.373] [lr 0.002629] [CE 4.529 (4.367)] [KD 4.091 (3.875)] 2024-10-16 11:18:07,536 - Train: 22.99% [287600/1251000] [229.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002629] [CE 4.764 (4.347)] [KD 4.119 (3.904)] 2024-10-16 11:18:19,701 - Train: 22.99% [287650/1251000] [229.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002629] [CE 4.300 (4.345)] [KD 4.239 (3.924)] 2024-10-16 11:18:31,694 - Train: 23.00% [287700/1251000] [230.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002629] [CE 4.657 (4.363)] [KD 4.213 (3.957)] 2024-10-16 11:18:50,866 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 36321] [top5_cnt 45718] [top_all 50000] 2024-10-16 11:18:50,866 - net: 72.642 (91.436) 2024-10-16 11:19:03,220 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39218] [top5_cnt 47107] [top_all 50000] 2024-10-16 11:19:03,220 - net_E: 78.436 (94.214) 2024-10-16 11:19:03,360 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:19:03,360 - ==> Total time: 20:05:43 Eta: 2 days, 19:16:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:19:12,809 - Train: 23.00% [287750/1251000] [230.0/1000.0] [batch_t 0.235 (0.355)] [data_t 0.009] [optim_t 0.226] [lr 0.002629] [CE 4.249 (4.329)] [KD 3.710 (3.830)] 2024-10-16 11:19:24,876 - Train: 23.01% [287800/1251000] [230.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002629] [CE 4.558 (4.345)] [KD 4.004 (3.830)] 2024-10-16 11:19:36,952 - Train: 23.01% [287850/1251000] [230.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002629] [CE 4.338 (4.387)] [KD 3.707 (3.839)] 2024-10-16 11:19:49,504 - Train: 23.01% [287900/1251000] [230.1/1000.0] [batch_t 0.413 (0.251)] [data_t 0.009] [optim_t 0.404] [lr 0.002628] [CE 4.455 (4.409)] [KD 3.952 (3.937)] 2024-10-16 11:20:01,276 - Train: 23.02% [287950/1251000] [230.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002628] [CE 3.847 (4.381)] [KD 3.597 (3.921)] 2024-10-16 11:20:13,077 - Train: 23.02% [288000/1251000] [230.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002628] [CE 4.323 (4.363)] [KD 3.868 (3.934)] 2024-10-16 11:20:25,097 - Train: 23.03% [288050/1251000] [230.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002628] [CE 4.280 (4.318)] [KD 3.873 (3.915)] 2024-10-16 11:20:37,311 - Train: 23.03% [288100/1251000] [230.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002628] [CE 4.370 (4.444)] [KD 3.932 (3.928)] 2024-10-16 11:20:49,393 - Train: 23.03% [288150/1251000] [230.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002628] [CE 4.299 (4.401)] [KD 3.729 (3.881)] 2024-10-16 11:21:01,282 - Train: 23.04% [288200/1251000] [230.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002628] [CE 3.995 (4.343)] [KD 3.744 (3.881)] 2024-10-16 11:21:13,586 - Train: 23.04% [288250/1251000] [230.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002628] [CE 4.807 (4.363)] [KD 3.978 (3.923)] 2024-10-16 11:21:25,575 - Train: 23.05% [288300/1251000] [230.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002628] [CE 4.387 (4.339)] [KD 3.852 (3.922)] 2024-10-16 11:21:37,368 - Train: 23.05% [288350/1251000] [230.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002627] [CE 3.850 (4.326)] [KD 3.578 (3.902)] 2024-10-16 11:21:49,127 - Train: 23.05% [288400/1251000] [230.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002627] [CE 4.395 (4.352)] [KD 3.986 (3.972)] 2024-10-16 11:22:01,296 - Train: 23.06% [288450/1251000] [230.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002627] [CE 4.421 (4.399)] [KD 4.207 (4.025)] 2024-10-16 11:22:13,828 - Train: 23.06% [288500/1251000] [230.6/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002627] [CE 3.990 (4.329)] [KD 3.837 (3.844)] 2024-10-16 11:22:25,959 - Train: 23.07% [288550/1251000] [230.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002627] [CE 4.415 (4.316)] [KD 4.056 (3.931)] 2024-10-16 11:22:38,384 - Train: 23.07% [288600/1251000] [230.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002627] [CE 4.631 (4.431)] [KD 4.216 (3.943)] 2024-10-16 11:22:50,561 - Train: 23.07% [288650/1251000] [230.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002627] [CE 4.291 (4.319)] [KD 3.719 (3.887)] 2024-10-16 11:23:02,919 - Train: 23.08% [288700/1251000] [230.8/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002627] [CE 4.631 (4.410)] [KD 4.297 (3.918)] 2024-10-16 11:23:15,215 - Train: 23.08% [288750/1251000] [230.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002626] [CE 4.728 (4.327)] [KD 3.975 (3.852)] 2024-10-16 11:23:27,154 - Train: 23.09% [288800/1251000] [230.9/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002626] [CE 4.587 (4.438)] [KD 4.012 (3.949)] 2024-10-16 11:23:39,695 - Train: 23.09% [288850/1251000] [230.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.002626] [CE 4.087 (4.359)] [KD 3.787 (3.958)] 2024-10-16 11:23:51,909 - Train: 23.09% [288900/1251000] [230.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002626] [CE 3.489 (4.294)] [KD 3.490 (3.853)] 2024-10-16 11:24:04,236 - Train: 23.10% [288950/1251000] [231.0/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.002626] [CE 4.711 (4.364)] [KD 3.983 (3.985)] 2024-10-16 11:24:23,955 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 36629] [top5_cnt 45864] [top_all 50000] 2024-10-16 11:24:23,956 - net: 73.258 (91.728) 2024-10-16 11:24:36,294 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39182] [top5_cnt 47127] [top_all 50000] 2024-10-16 11:24:36,294 - net_E: 78.364 (94.254) 2024-10-16 11:24:36,415 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:24:36,416 - ==> Total time: 20:11:17 Eta: 2 days, 19:12:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:24:45,125 - Train: 23.10% [289000/1251000] [231.0/1000.0] [batch_t 0.234 (0.377)] [data_t 0.009] [optim_t 0.225] [lr 0.002626] [CE 4.422 (4.404)] [KD 3.944 (3.823)] 2024-10-16 11:24:57,646 - Train: 23.11% [289050/1251000] [231.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002626] [CE 4.259 (4.357)] [KD 3.737 (3.897)] 2024-10-16 11:25:09,815 - Train: 23.11% [289100/1251000] [231.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002626] [CE 4.651 (4.361)] [KD 4.137 (3.911)] 2024-10-16 11:25:21,739 - Train: 23.11% [289150/1251000] [231.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002625] [CE 4.149 (4.368)] [KD 3.987 (3.922)] 2024-10-16 11:25:33,611 - Train: 23.12% [289200/1251000] [231.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002625] [CE 3.831 (4.315)] [KD 3.727 (3.913)] 2024-10-16 11:25:45,516 - Train: 23.12% [289250/1251000] [231.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002625] [CE 4.507 (4.362)] [KD 4.103 (3.936)] 2024-10-16 11:25:57,431 - Train: 23.13% [289300/1251000] [231.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002625] [CE 4.305 (4.361)] [KD 3.765 (3.883)] 2024-10-16 11:26:09,321 - Train: 23.13% [289350/1251000] [231.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002625] [CE 4.538 (4.349)] [KD 4.085 (3.902)] 2024-10-16 11:26:21,476 - Train: 23.13% [289400/1251000] [231.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002625] [CE 4.397 (4.303)] [KD 3.777 (3.932)] 2024-10-16 11:26:33,316 - Train: 23.14% [289450/1251000] [231.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002625] [CE 4.534 (4.327)] [KD 4.129 (3.917)] 2024-10-16 11:26:45,327 - Train: 23.14% [289500/1251000] [231.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002625] [CE 4.083 (4.303)] [KD 3.854 (3.856)] 2024-10-16 11:26:57,265 - Train: 23.15% [289550/1251000] [231.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002624] [CE 4.523 (4.379)] [KD 4.062 (3.931)] 2024-10-16 11:27:09,386 - Train: 23.15% [289600/1251000] [231.5/1000.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.249] [lr 0.002624] [CE 4.495 (4.387)] [KD 3.876 (3.860)] 2024-10-16 11:27:21,740 - Train: 23.15% [289650/1251000] [231.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002624] [CE 4.179 (4.356)] [KD 3.979 (3.888)] 2024-10-16 11:27:34,198 - Train: 23.16% [289700/1251000] [231.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002624] [CE 4.120 (4.333)] [KD 3.954 (3.917)] 2024-10-16 11:27:46,128 - Train: 23.16% [289750/1251000] [231.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002624] [CE 4.206 (4.354)] [KD 3.968 (3.880)] 2024-10-16 11:27:58,285 - Train: 23.17% [289800/1251000] [231.7/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.002624] [CE 4.693 (4.385)] [KD 4.033 (3.937)] 2024-10-16 11:28:10,570 - Train: 23.17% [289850/1251000] [231.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002624] [CE 4.427 (4.366)] [KD 3.519 (3.933)] 2024-10-16 11:28:22,619 - Train: 23.17% [289900/1251000] [231.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002624] [CE 4.205 (4.310)] [KD 3.981 (3.843)] 2024-10-16 11:28:34,813 - Train: 23.18% [289950/1251000] [231.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002623] [CE 4.406 (4.344)] [KD 4.098 (3.846)] 2024-10-16 11:28:46,948 - Train: 23.18% [290000/1251000] [231.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002623] [CE 4.530 (4.355)] [KD 3.832 (3.902)] 2024-10-16 11:28:59,359 - Train: 23.19% [290050/1251000] [231.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002623] [CE 4.340 (4.329)] [KD 4.054 (3.913)] 2024-10-16 11:29:11,381 - Train: 23.19% [290100/1251000] [231.9/1000.0] [batch_t 0.381 (0.240)] [data_t 0.009] [optim_t 0.372] [lr 0.002623] [CE 4.695 (4.289)] [KD 3.957 (3.888)] 2024-10-16 11:29:23,278 - Train: 23.19% [290150/1251000] [231.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002623] [CE 3.795 (4.338)] [KD 3.674 (3.870)] 2024-10-16 11:29:35,099 - Train: 23.20% [290200/1251000] [232.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002623] [CE 4.201 (4.391)] [KD 4.249 (3.936)] 2024-10-16 11:29:54,447 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 36697] [top5_cnt 45957] [top_all 50000] 2024-10-16 11:29:54,447 - net: 73.394 (91.914) 2024-10-16 11:30:06,510 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39189] [top5_cnt 47106] [top_all 50000] 2024-10-16 11:30:06,510 - net_E: 78.378 (94.212) 2024-10-16 11:30:06,642 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:30:06,642 - ==> Total time: 20:16:47 Eta: 2 days, 19:07:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:30:14,818 - Train: 23.20% [290250/1251000] [232.0/1000.0] [batch_t 0.233 (0.369)] [data_t 0.009] [optim_t 0.224] [lr 0.002623] [CE 4.166 (4.351)] [KD 3.959 (3.906)] 2024-10-16 11:30:27,078 - Train: 23.21% [290300/1251000] [232.1/1000.0] [batch_t 0.438 (0.245)] [data_t 0.009] [optim_t 0.429] [lr 0.002623] [CE 4.512 (4.346)] [KD 3.951 (3.804)] 2024-10-16 11:30:39,216 - Train: 23.21% [290350/1251000] [232.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002622] [CE 4.558 (4.273)] [KD 4.137 (3.928)] 2024-10-16 11:30:51,131 - Train: 23.21% [290400/1251000] [232.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002622] [CE 4.240 (4.374)] [KD 3.843 (3.903)] 2024-10-16 11:31:03,130 - Train: 23.22% [290450/1251000] [232.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002622] [CE 4.925 (4.398)] [KD 3.687 (3.867)] 2024-10-16 11:31:15,003 - Train: 23.22% [290500/1251000] [232.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002622] [CE 4.089 (4.390)] [KD 3.901 (3.933)] 2024-10-16 11:31:27,049 - Train: 23.23% [290550/1251000] [232.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002622] [CE 4.057 (4.323)] [KD 3.766 (3.913)] 2024-10-16 11:31:38,906 - Train: 23.23% [290600/1251000] [232.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002622] [CE 4.162 (4.366)] [KD 3.725 (3.930)] 2024-10-16 11:31:50,638 - Train: 23.23% [290650/1251000] [232.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002622] [CE 4.345 (4.281)] [KD 3.992 (3.908)] 2024-10-16 11:32:02,762 - Train: 23.24% [290700/1251000] [232.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002622] [CE 4.712 (4.374)] [KD 4.044 (3.962)] 2024-10-16 11:32:14,881 - Train: 23.24% [290750/1251000] [232.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002621] [CE 4.211 (4.323)] [KD 3.668 (3.863)] 2024-10-16 11:32:26,630 - Train: 23.25% [290800/1251000] [232.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002621] [CE 4.217 (4.309)] [KD 3.902 (3.868)] 2024-10-16 11:32:38,359 - Train: 23.25% [290850/1251000] [232.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002621] [CE 4.463 (4.328)] [KD 4.050 (3.941)] 2024-10-16 11:32:50,558 - Train: 23.25% [290900/1251000] [232.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002621] [CE 3.961 (4.326)] [KD 3.924 (3.904)] 2024-10-16 11:33:02,670 - Train: 23.26% [290950/1251000] [232.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002621] [CE 4.530 (4.404)] [KD 4.081 (3.998)] 2024-10-16 11:33:14,576 - Train: 23.26% [291000/1251000] [232.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002621] [CE 4.536 (4.318)] [KD 3.618 (3.897)] 2024-10-16 11:33:26,467 - Train: 23.27% [291050/1251000] [232.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002621] [CE 4.540 (4.411)] [KD 3.889 (3.898)] 2024-10-16 11:33:38,564 - Train: 23.27% [291100/1251000] [232.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002621] [CE 4.283 (4.373)] [KD 3.773 (3.896)] 2024-10-16 11:33:50,665 - Train: 23.27% [291150/1251000] [232.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002620] [CE 4.716 (4.373)] [KD 4.400 (3.910)] 2024-10-16 11:34:02,438 - Train: 23.28% [291200/1251000] [232.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002620] [CE 4.720 (4.344)] [KD 4.031 (3.963)] 2024-10-16 11:34:14,412 - Train: 23.28% [291250/1251000] [232.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002620] [CE 4.037 (4.354)] [KD 3.686 (3.961)] 2024-10-16 11:34:26,337 - Train: 23.29% [291300/1251000] [232.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002620] [CE 4.247 (4.366)] [KD 3.879 (3.901)] 2024-10-16 11:34:38,738 - Train: 23.29% [291350/1251000] [232.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002620] [CE 4.275 (4.345)] [KD 3.697 (3.838)] 2024-10-16 11:34:50,716 - Train: 23.29% [291400/1251000] [232.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002620] [CE 4.418 (4.380)] [KD 3.989 (3.902)] 2024-10-16 11:35:02,521 - Train: 23.30% [291450/1251000] [233.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002620] [CE 4.445 (4.348)] [KD 4.131 (3.863)] 2024-10-16 11:35:22,758 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 36540] [top5_cnt 45861] [top_all 50000] 2024-10-16 11:35:22,758 - net: 73.080 (91.722) 2024-10-16 11:35:35,124 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.241)] [top1_cnt 39188] [top5_cnt 47105] [top_all 50000] 2024-10-16 11:35:35,125 - net_E: 78.376 (94.210) 2024-10-16 11:35:35,251 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:35:35,251 - ==> Total time: 20:22:15 Eta: 2 days, 19:03:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:35:42,921 - Train: 23.30% [291500/1251000] [233.0/1000.0] [batch_t 0.233 (0.369)] [data_t 0.009] [optim_t 0.224] [lr 0.002620] [CE 4.416 (4.349)] [KD 4.046 (3.932)] 2024-10-16 11:35:55,369 - Train: 23.31% [291550/1251000] [233.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002619] [CE 4.085 (4.308)] [KD 3.757 (3.880)] 2024-10-16 11:36:07,533 - Train: 23.31% [291600/1251000] [233.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002619] [CE 4.574 (4.343)] [KD 3.978 (3.849)] 2024-10-16 11:36:19,252 - Train: 23.31% [291650/1251000] [233.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002619] [CE 4.136 (4.302)] [KD 3.694 (3.848)] 2024-10-16 11:36:31,067 - Train: 23.32% [291700/1251000] [233.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002619] [CE 4.575 (4.318)] [KD 3.924 (3.869)] 2024-10-16 11:36:43,327 - Train: 23.32% [291750/1251000] [233.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002619] [CE 4.105 (4.358)] [KD 3.670 (3.865)] 2024-10-16 11:36:55,368 - Train: 23.33% [291800/1251000] [233.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002619] [CE 3.861 (4.346)] [KD 3.681 (3.873)] 2024-10-16 11:37:07,534 - Train: 23.33% [291850/1251000] [233.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002619] [CE 4.569 (4.410)] [KD 4.070 (3.907)] 2024-10-16 11:37:19,336 - Train: 23.33% [291900/1251000] [233.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002619] [CE 3.977 (4.377)] [KD 3.951 (3.901)] 2024-10-16 11:37:31,267 - Train: 23.34% [291950/1251000] [233.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002618] [CE 4.463 (4.323)] [KD 3.945 (3.863)] 2024-10-16 11:37:43,354 - Train: 23.34% [292000/1251000] [233.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002618] [CE 3.895 (4.404)] [KD 3.559 (3.933)] 2024-10-16 11:37:55,459 - Train: 23.35% [292050/1251000] [233.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002618] [CE 4.301 (4.290)] [KD 3.924 (3.928)] 2024-10-16 11:38:07,198 - Train: 23.35% [292100/1251000] [233.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002618] [CE 4.125 (4.389)] [KD 3.796 (3.963)] 2024-10-16 11:38:19,103 - Train: 23.35% [292150/1251000] [233.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002618] [CE 4.608 (4.411)] [KD 3.835 (3.988)] 2024-10-16 11:38:31,467 - Train: 23.36% [292200/1251000] [233.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002618] [CE 5.052 (4.402)] [KD 4.263 (3.950)] 2024-10-16 11:38:43,197 - Train: 23.36% [292250/1251000] [233.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002618] [CE 4.210 (4.390)] [KD 3.696 (3.927)] 2024-10-16 11:38:55,103 - Train: 23.37% [292300/1251000] [233.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002618] [CE 4.429 (4.286)] [KD 3.792 (3.889)] 2024-10-16 11:39:07,113 - Train: 23.37% [292350/1251000] [233.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002617] [CE 4.819 (4.400)] [KD 4.171 (3.933)] 2024-10-16 11:39:19,365 - Train: 23.37% [292400/1251000] [233.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002617] [CE 4.804 (4.338)] [KD 4.031 (3.875)] 2024-10-16 11:39:31,155 - Train: 23.38% [292450/1251000] [233.8/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002617] [CE 4.162 (4.372)] [KD 3.757 (3.914)] 2024-10-16 11:39:43,328 - Train: 23.38% [292500/1251000] [233.8/1000.0] [batch_t 0.392 (0.243)] [data_t 0.009] [optim_t 0.384] [lr 0.002617] [CE 4.043 (4.371)] [KD 3.824 (3.920)] 2024-10-16 11:39:55,292 - Train: 23.39% [292550/1251000] [233.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002617] [CE 4.385 (4.376)] [KD 3.918 (3.952)] 2024-10-16 11:40:07,538 - Train: 23.39% [292600/1251000] [233.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002617] [CE 4.543 (4.326)] [KD 3.915 (3.878)] 2024-10-16 11:40:19,432 - Train: 23.39% [292650/1251000] [233.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002617] [CE 4.662 (4.319)] [KD 4.040 (3.881)] 2024-10-16 11:40:31,392 - Train: 23.40% [292700/1251000] [234.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002617] [CE 4.167 (4.370)] [KD 3.897 (3.950)] 2024-10-16 11:40:51,504 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 36582] [top5_cnt 45894] [top_all 50000] 2024-10-16 11:40:51,504 - net: 73.164 (91.788) 2024-10-16 11:41:03,800 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39213] [top5_cnt 47102] [top_all 50000] 2024-10-16 11:41:03,800 - net_E: 78.426 (94.204) 2024-10-16 11:41:03,971 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.456 (epoch: 226)] 2024-10-16 11:41:03,971 - ==> Total time: 20:27:44 Eta: 2 days, 18:59:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:41:11,783 - Train: 23.40% [292750/1251000] [234.0/1000.0] [batch_t 0.239 (0.410)] [data_t 0.009] [optim_t 0.231] [lr 0.002616] [CE 4.215 (4.376)] [KD 3.766 (3.904)] 2024-10-16 11:41:23,900 - Train: 23.41% [292800/1251000] [234.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002616] [CE 4.638 (4.406)] [KD 4.101 (3.962)] 2024-10-16 11:41:36,408 - Train: 23.41% [292850/1251000] [234.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002616] [CE 4.529 (4.367)] [KD 4.102 (3.873)] 2024-10-16 11:41:48,234 - Train: 23.41% [292900/1251000] [234.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002616] [CE 4.284 (4.323)] [KD 3.755 (3.841)] 2024-10-16 11:42:00,574 - Train: 23.42% [292950/1251000] [234.2/1000.0] [batch_t 0.260 (0.247)] [data_t 0.009] [optim_t 0.251] [lr 0.002616] [CE 4.264 (4.304)] [KD 3.976 (3.863)] 2024-10-16 11:42:13,049 - Train: 23.42% [293000/1251000] [234.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002616] [CE 4.062 (4.316)] [KD 3.685 (3.889)] 2024-10-16 11:42:25,168 - Train: 23.43% [293050/1251000] [234.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002616] [CE 4.387 (4.384)] [KD 3.858 (3.894)] 2024-10-16 11:42:37,485 - Train: 23.43% [293100/1251000] [234.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002616] [CE 4.819 (4.394)] [KD 4.126 (3.947)] 2024-10-16 11:42:49,788 - Train: 23.43% [293150/1251000] [234.3/1000.0] [batch_t 0.384 (0.246)] [data_t 0.009] [optim_t 0.375] [lr 0.002615] [CE 4.305 (4.363)] [KD 3.897 (3.841)] 2024-10-16 11:43:02,064 - Train: 23.44% [293200/1251000] [234.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002615] [CE 4.842 (4.394)] [KD 4.100 (3.877)] 2024-10-16 11:43:14,253 - Train: 23.44% [293250/1251000] [234.4/1000.0] [batch_t 0.310 (0.244)] [data_t 0.009] [optim_t 0.301] [lr 0.002615] [CE 4.535 (4.321)] [KD 4.074 (3.839)] 2024-10-16 11:43:26,328 - Train: 23.45% [293300/1251000] [234.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002615] [CE 4.339 (4.319)] [KD 4.055 (3.922)] 2024-10-16 11:43:38,634 - Train: 23.45% [293350/1251000] [234.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002615] [CE 4.185 (4.413)] [KD 3.698 (3.974)] 2024-10-16 11:43:51,073 - Train: 23.45% [293400/1251000] [234.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002615] [CE 4.662 (4.433)] [KD 3.926 (3.956)] 2024-10-16 11:44:02,902 - Train: 23.46% [293450/1251000] [234.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002615] [CE 4.014 (4.374)] [KD 3.744 (3.855)] 2024-10-16 11:44:15,283 - Train: 23.46% [293500/1251000] [234.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002615] [CE 5.115 (4.288)] [KD 4.592 (3.881)] 2024-10-16 11:44:27,506 - Train: 23.47% [293550/1251000] [234.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002614] [CE 4.616 (4.343)] [KD 3.896 (3.897)] 2024-10-16 11:44:39,669 - Train: 23.47% [293600/1251000] [234.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002614] [CE 4.599 (4.328)] [KD 4.025 (3.907)] 2024-10-16 11:44:51,671 - Train: 23.47% [293650/1251000] [234.7/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002614] [CE 4.199 (4.364)] [KD 3.894 (3.986)] 2024-10-16 11:45:03,827 - Train: 23.48% [293700/1251000] [234.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002614] [CE 4.226 (4.322)] [KD 3.906 (3.866)] 2024-10-16 11:45:15,857 - Train: 23.48% [293750/1251000] [234.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002614] [CE 4.251 (4.401)] [KD 3.945 (3.956)] 2024-10-16 11:45:27,806 - Train: 23.49% [293800/1251000] [234.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002614] [CE 4.948 (4.402)] [KD 4.176 (3.977)] 2024-10-16 11:45:40,073 - Train: 23.49% [293850/1251000] [234.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002614] [CE 3.969 (4.314)] [KD 3.782 (3.996)] 2024-10-16 11:45:51,913 - Train: 23.49% [293900/1251000] [234.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002614] [CE 4.538 (4.431)] [KD 3.915 (3.964)] 2024-10-16 11:46:03,871 - Train: 23.50% [293950/1251000] [235.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002613] [CE 4.049 (4.396)] [KD 3.779 (3.917)] 2024-10-16 11:46:24,576 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 36720] [top5_cnt 45984] [top_all 50000] 2024-10-16 11:46:24,577 - net: 73.440 (91.968) 2024-10-16 11:46:37,252 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 39256] [top5_cnt 47116] [top_all 50000] 2024-10-16 11:46:37,252 - net_E: 78.512 (94.232) 2024-10-16 11:46:37,403 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.512 (epoch: 235)] 2024-10-16 11:46:37,403 - ==> Total time: 20:33:18 Eta: 2 days, 18:54:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:46:47,200 - Train: 23.50% [294000/1251000] [235.0/1000.0] [batch_t 0.235 (0.347)] [data_t 0.009] [optim_t 0.227] [lr 0.002613] [CE 4.341 (4.163)] [KD 4.006 (3.802)] 2024-10-16 11:46:59,131 - Train: 23.51% [294050/1251000] [235.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002613] [CE 4.591 (4.306)] [KD 3.798 (3.852)] 2024-10-16 11:47:11,529 - Train: 23.51% [294100/1251000] [235.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002613] [CE 3.624 (4.305)] [KD 3.661 (3.867)] 2024-10-16 11:47:23,446 - Train: 23.51% [294150/1251000] [235.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002613] [CE 4.194 (4.304)] [KD 3.879 (3.886)] 2024-10-16 11:47:35,138 - Train: 23.52% [294200/1251000] [235.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002613] [CE 4.075 (4.339)] [KD 3.447 (3.894)] 2024-10-16 11:47:46,953 - Train: 23.52% [294250/1251000] [235.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002613] [CE 4.351 (4.345)] [KD 3.767 (3.851)] 2024-10-16 11:47:59,525 - Train: 23.53% [294300/1251000] [235.3/1000.0] [batch_t 0.403 (0.251)] [data_t 0.009] [optim_t 0.394] [lr 0.002613] [CE 4.118 (4.283)] [KD 3.748 (3.867)] 2024-10-16 11:48:11,675 - Train: 23.53% [294350/1251000] [235.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002612] [CE 4.313 (4.339)] [KD 3.805 (3.873)] 2024-10-16 11:48:23,416 - Train: 23.53% [294400/1251000] [235.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002612] [CE 4.229 (4.382)] [KD 3.811 (3.904)] 2024-10-16 11:48:35,215 - Train: 23.54% [294450/1251000] [235.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002612] [CE 4.809 (4.381)] [KD 4.196 (3.927)] 2024-10-16 11:48:47,456 - Train: 23.54% [294500/1251000] [235.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002612] [CE 3.872 (4.255)] [KD 3.710 (3.904)] 2024-10-16 11:48:59,427 - Train: 23.55% [294550/1251000] [235.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002612] [CE 3.794 (4.335)] [KD 3.707 (3.913)] 2024-10-16 11:49:11,399 - Train: 23.55% [294600/1251000] [235.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002612] [CE 4.314 (4.321)] [KD 4.018 (3.908)] 2024-10-16 11:49:23,353 - Train: 23.55% [294650/1251000] [235.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002612] [CE 3.985 (4.414)] [KD 3.482 (3.898)] 2024-10-16 11:49:35,853 - Train: 23.56% [294700/1251000] [235.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002612] [CE 4.117 (4.356)] [KD 3.642 (3.844)] 2024-10-16 11:49:47,770 - Train: 23.56% [294750/1251000] [235.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002611] [CE 4.566 (4.325)] [KD 3.852 (3.837)] 2024-10-16 11:49:59,709 - Train: 23.57% [294800/1251000] [235.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002611] [CE 4.654 (4.442)] [KD 4.055 (3.963)] 2024-10-16 11:50:11,534 - Train: 23.57% [294850/1251000] [235.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002611] [CE 4.135 (4.326)] [KD 3.868 (3.894)] 2024-10-16 11:50:23,751 - Train: 23.57% [294900/1251000] [235.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002611] [CE 4.070 (4.344)] [KD 3.946 (3.937)] 2024-10-16 11:50:35,690 - Train: 23.58% [294950/1251000] [235.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002611] [CE 4.433 (4.383)] [KD 4.050 (3.927)] 2024-10-16 11:50:48,047 - Train: 23.58% [295000/1251000] [235.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002611] [CE 3.963 (4.354)] [KD 3.496 (3.924)] 2024-10-16 11:50:59,807 - Train: 23.59% [295050/1251000] [235.9/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.002611] [CE 4.502 (4.373)] [KD 4.143 (3.893)] 2024-10-16 11:51:11,986 - Train: 23.59% [295100/1251000] [235.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002611] [CE 4.204 (4.332)] [KD 3.602 (3.842)] 2024-10-16 11:51:23,876 - Train: 23.59% [295150/1251000] [235.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002610] [CE 4.442 (4.339)] [KD 3.960 (3.889)] 2024-10-16 11:51:35,776 - Train: 23.60% [295200/1251000] [236.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002610] [CE 4.649 (4.387)] [KD 4.072 (3.863)] 2024-10-16 11:51:56,146 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 36728] [top5_cnt 45811] [top_all 50000] 2024-10-16 11:51:56,146 - net: 73.456 (91.622) 2024-10-16 11:52:08,372 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39297] [top5_cnt 47122] [top_all 50000] 2024-10-16 11:52:08,372 - net_E: 78.594 (94.244) 2024-10-16 11:52:08,507 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.594 (epoch: 236)] 2024-10-16 11:52:08,508 - ==> Total time: 20:38:49 Eta: 2 days, 18:50:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:52:17,465 - Train: 23.60% [295250/1251000] [236.0/1000.0] [batch_t 0.231 (0.322)] [data_t 0.009] [optim_t 0.222] [lr 0.002610] [CE 4.235 (4.297)] [KD 3.800 (3.804)] 2024-10-16 11:52:29,776 - Train: 23.61% [295300/1251000] [236.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002610] [CE 4.264 (4.427)] [KD 3.842 (3.931)] 2024-10-16 11:52:42,045 - Train: 23.61% [295350/1251000] [236.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002610] [CE 4.287 (4.330)] [KD 3.883 (3.881)] 2024-10-16 11:52:53,959 - Train: 23.61% [295400/1251000] [236.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002610] [CE 3.871 (4.366)] [KD 3.865 (3.891)] 2024-10-16 11:53:05,895 - Train: 23.62% [295450/1251000] [236.2/1000.0] [batch_t 0.371 (0.239)] [data_t 0.009] [optim_t 0.362] [lr 0.002610] [CE 4.649 (4.425)] [KD 3.839 (3.931)] 2024-10-16 11:53:18,000 - Train: 23.62% [295500/1251000] [236.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002610] [CE 4.320 (4.273)] [KD 3.877 (3.788)] 2024-10-16 11:53:29,780 - Train: 23.63% [295550/1251000] [236.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002609] [CE 4.597 (4.404)] [KD 4.136 (3.937)] 2024-10-16 11:53:41,839 - Train: 23.63% [295600/1251000] [236.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002609] [CE 4.404 (4.290)] [KD 3.852 (3.863)] 2024-10-16 11:53:53,805 - Train: 23.63% [295650/1251000] [236.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002609] [CE 4.395 (4.350)] [KD 3.826 (3.821)] 2024-10-16 11:54:06,058 - Train: 23.64% [295700/1251000] [236.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002609] [CE 4.657 (4.327)] [KD 3.823 (3.865)] 2024-10-16 11:54:17,913 - Train: 23.64% [295750/1251000] [236.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002609] [CE 4.465 (4.301)] [KD 3.890 (3.873)] 2024-10-16 11:54:29,908 - Train: 23.65% [295800/1251000] [236.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002609] [CE 4.837 (4.304)] [KD 3.985 (3.896)] 2024-10-16 11:54:41,672 - Train: 23.65% [295850/1251000] [236.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002609] [CE 4.020 (4.321)] [KD 3.748 (3.846)] 2024-10-16 11:54:54,155 - Train: 23.65% [295900/1251000] [236.5/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002609] [CE 4.032 (4.323)] [KD 3.750 (3.948)] 2024-10-16 11:55:06,073 - Train: 23.66% [295950/1251000] [236.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002608] [CE 3.890 (4.339)] [KD 3.443 (3.813)] 2024-10-16 11:55:18,169 - Train: 23.66% [296000/1251000] [236.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002608] [CE 4.694 (4.355)] [KD 3.887 (3.927)] 2024-10-16 11:55:30,048 - Train: 23.67% [296050/1251000] [236.7/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002608] [CE 4.378 (4.276)] [KD 3.824 (3.813)] 2024-10-16 11:55:42,521 - Train: 23.67% [296100/1251000] [236.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002608] [CE 4.050 (4.347)] [KD 3.755 (3.857)] 2024-10-16 11:55:54,309 - Train: 23.67% [296150/1251000] [236.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002608] [CE 4.353 (4.355)] [KD 3.857 (3.978)] 2024-10-16 11:56:06,417 - Train: 23.68% [296200/1251000] [236.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002608] [CE 4.256 (4.431)] [KD 4.138 (4.004)] 2024-10-16 11:56:18,528 - Train: 23.68% [296250/1251000] [236.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002608] [CE 3.980 (4.385)] [KD 3.670 (3.946)] 2024-10-16 11:56:30,924 - Train: 23.69% [296300/1251000] [236.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002608] [CE 3.991 (4.302)] [KD 3.530 (3.837)] 2024-10-16 11:56:42,772 - Train: 23.69% [296350/1251000] [236.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002607] [CE 4.694 (4.358)] [KD 3.769 (3.919)] 2024-10-16 11:56:54,922 - Train: 23.69% [296400/1251000] [236.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002607] [CE 4.400 (4.391)] [KD 4.078 (3.873)] 2024-10-16 11:57:06,861 - Train: 23.70% [296450/1251000] [237.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002607] [CE 4.765 (4.362)] [KD 4.200 (3.923)] 2024-10-16 11:57:28,269 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36751] [top5_cnt 46048] [top_all 50000] 2024-10-16 11:57:28,269 - net: 73.502 (92.096) 2024-10-16 11:57:40,438 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39261] [top5_cnt 47124] [top_all 50000] 2024-10-16 11:57:40,438 - net_E: 78.522 (94.248) 2024-10-16 11:57:40,573 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.594 (epoch: 236)] 2024-10-16 11:57:40,573 - ==> Total time: 20:44:21 Eta: 2 days, 18:46:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 11:57:47,536 - Train: 23.70% [296500/1251000] [237.0/1000.0] [batch_t 0.241 (0.420)] [data_t 0.009] [optim_t 0.232] [lr 0.002607] [CE 4.795 (4.355)] [KD 4.105 (3.834)] 2024-10-16 11:57:59,495 - Train: 23.71% [296550/1251000] [237.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002607] [CE 4.673 (4.255)] [KD 4.254 (3.794)] 2024-10-16 11:58:11,597 - Train: 23.71% [296600/1251000] [237.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002607] [CE 4.553 (4.337)] [KD 3.849 (3.898)] 2024-10-16 11:58:23,505 - Train: 23.71% [296650/1251000] [237.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002607] [CE 4.222 (4.353)] [KD 3.729 (3.890)] 2024-10-16 11:58:35,826 - Train: 23.72% [296700/1251000] [237.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002607] [CE 4.214 (4.290)] [KD 3.698 (3.785)] 2024-10-16 11:58:47,644 - Train: 23.72% [296750/1251000] [237.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002606] [CE 4.281 (4.393)] [KD 3.589 (3.906)] 2024-10-16 11:58:59,961 - Train: 23.73% [296800/1251000] [237.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002606] [CE 4.350 (4.376)] [KD 3.827 (3.897)] 2024-10-16 11:59:11,914 - Train: 23.73% [296850/1251000] [237.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002606] [CE 3.994 (4.355)] [KD 3.797 (3.881)] 2024-10-16 11:59:24,093 - Train: 23.73% [296900/1251000] [237.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002606] [CE 4.737 (4.345)] [KD 4.123 (3.929)] 2024-10-16 11:59:35,927 - Train: 23.74% [296950/1251000] [237.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002606] [CE 3.893 (4.411)] [KD 3.654 (3.915)] 2024-10-16 11:59:48,309 - Train: 23.74% [297000/1251000] [237.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002606] [CE 4.095 (4.321)] [KD 3.730 (3.860)] 2024-10-16 12:00:00,287 - Train: 23.75% [297050/1251000] [237.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002606] [CE 4.172 (4.379)] [KD 3.717 (3.917)] 2024-10-16 12:00:12,474 - Train: 23.75% [297100/1251000] [237.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002606] [CE 4.256 (4.380)] [KD 3.967 (3.958)] 2024-10-16 12:00:24,451 - Train: 23.75% [297150/1251000] [237.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002605] [CE 4.694 (4.344)] [KD 3.947 (3.865)] 2024-10-16 12:00:36,553 - Train: 23.76% [297200/1251000] [237.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002605] [CE 4.021 (4.298)] [KD 3.599 (3.849)] 2024-10-16 12:00:48,366 - Train: 23.76% [297250/1251000] [237.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002605] [CE 4.554 (4.358)] [KD 4.023 (3.905)] 2024-10-16 12:01:00,858 - Train: 23.76% [297300/1251000] [237.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002605] [CE 4.291 (4.356)] [KD 3.886 (3.901)] 2024-10-16 12:01:12,791 - Train: 23.77% [297350/1251000] [237.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002605] [CE 4.503 (4.332)] [KD 3.942 (3.927)] 2024-10-16 12:01:24,855 - Train: 23.77% [297400/1251000] [237.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002605] [CE 4.119 (4.332)] [KD 3.643 (3.966)] 2024-10-16 12:01:36,842 - Train: 23.78% [297450/1251000] [237.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002605] [CE 4.998 (4.353)] [KD 4.361 (3.893)] 2024-10-16 12:01:49,100 - Train: 23.78% [297500/1251000] [237.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002604] [CE 4.439 (4.394)] [KD 3.678 (3.861)] 2024-10-16 12:02:00,886 - Train: 23.78% [297550/1251000] [237.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002604] [CE 3.523 (4.335)] [KD 3.573 (3.788)] 2024-10-16 12:02:13,050 - Train: 23.79% [297600/1251000] [237.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002604] [CE 4.374 (4.370)] [KD 3.999 (3.901)] 2024-10-16 12:02:25,102 - Train: 23.79% [297650/1251000] [237.9/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002604] [CE 4.419 (4.315)] [KD 4.033 (3.878)] 2024-10-16 12:02:37,215 - Train: 23.80% [297700/1251000] [238.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002604] [CE 4.419 (4.354)] [KD 3.741 (3.914)] 2024-10-16 12:02:58,502 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 36778] [top5_cnt 46009] [top_all 50000] 2024-10-16 12:02:58,503 - net: 73.556 (92.018) 2024-10-16 12:03:10,986 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 39295] [top5_cnt 47121] [top_all 50000] 2024-10-16 12:03:10,986 - net_E: 78.590 (94.242) 2024-10-16 12:03:11,129 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.594 (epoch: 236)] 2024-10-16 12:03:11,129 - ==> Total time: 20:49:51 Eta: 2 days, 18:41:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:03:17,582 - Train: 23.80% [297750/1251000] [238.0/1000.0] [batch_t 0.236 (0.427)] [data_t 0.009] [optim_t 0.227] [lr 0.002604] [CE 4.514 (4.353)] [KD 3.868 (3.792)] 2024-10-16 12:03:29,628 - Train: 23.80% [297800/1251000] [238.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002604] [CE 4.049 (4.299)] [KD 3.735 (3.845)] 2024-10-16 12:03:41,575 - Train: 23.81% [297850/1251000] [238.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002604] [CE 4.552 (4.335)] [KD 4.016 (3.814)] 2024-10-16 12:03:54,040 - Train: 23.81% [297900/1251000] [238.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002603] [CE 4.341 (4.315)] [KD 3.771 (3.875)] 2024-10-16 12:04:05,839 - Train: 23.82% [297950/1251000] [238.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002603] [CE 4.473 (4.368)] [KD 4.127 (3.839)] 2024-10-16 12:04:17,857 - Train: 23.82% [298000/1251000] [238.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002603] [CE 3.973 (4.401)] [KD 3.782 (3.948)] 2024-10-16 12:04:29,697 - Train: 23.82% [298050/1251000] [238.2/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002603] [CE 4.321 (4.333)] [KD 4.098 (3.868)] 2024-10-16 12:04:42,108 - Train: 23.83% [298100/1251000] [238.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002603] [CE 4.312 (4.403)] [KD 4.000 (3.937)] 2024-10-16 12:04:54,225 - Train: 23.83% [298150/1251000] [238.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002603] [CE 4.610 (4.314)] [KD 3.663 (3.841)] 2024-10-16 12:05:06,044 - Train: 23.84% [298200/1251000] [238.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002603] [CE 4.422 (4.308)] [KD 3.934 (3.870)] 2024-10-16 12:05:17,882 - Train: 23.84% [298250/1251000] [238.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002603] [CE 4.172 (4.302)] [KD 3.966 (3.903)] 2024-10-16 12:05:30,447 - Train: 23.84% [298300/1251000] [238.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.002602] [CE 4.065 (4.314)] [KD 3.626 (3.903)] 2024-10-16 12:05:42,253 - Train: 23.85% [298350/1251000] [238.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002602] [CE 4.441 (4.378)] [KD 3.828 (3.896)] 2024-10-16 12:05:54,108 - Train: 23.85% [298400/1251000] [238.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002602] [CE 4.315 (4.422)] [KD 4.088 (3.937)] 2024-10-16 12:06:06,039 - Train: 23.86% [298450/1251000] [238.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002602] [CE 4.455 (4.377)] [KD 3.714 (3.994)] 2024-10-16 12:06:18,382 - Train: 23.86% [298500/1251000] [238.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002602] [CE 3.843 (4.327)] [KD 3.477 (3.881)] 2024-10-16 12:06:30,210 - Train: 23.86% [298550/1251000] [238.6/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002602] [CE 4.085 (4.454)] [KD 3.873 (3.932)] 2024-10-16 12:06:42,226 - Train: 23.87% [298600/1251000] [238.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002602] [CE 4.408 (4.350)] [KD 3.828 (3.869)] 2024-10-16 12:06:54,037 - Train: 23.87% [298650/1251000] [238.7/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002602] [CE 4.453 (4.391)] [KD 3.850 (3.927)] 2024-10-16 12:07:06,556 - Train: 23.88% [298700/1251000] [238.8/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002601] [CE 4.224 (4.430)] [KD 3.788 (3.883)] 2024-10-16 12:07:18,540 - Train: 23.88% [298750/1251000] [238.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002601] [CE 4.062 (4.289)] [KD 3.468 (3.842)] 2024-10-16 12:07:30,788 - Train: 23.88% [298800/1251000] [238.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002601] [CE 4.680 (4.348)] [KD 4.201 (3.822)] 2024-10-16 12:07:42,695 - Train: 23.89% [298850/1251000] [238.9/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002601] [CE 4.602 (4.393)] [KD 3.910 (3.926)] 2024-10-16 12:07:55,469 - Train: 23.89% [298900/1251000] [238.9/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.002601] [CE 4.651 (4.380)] [KD 3.975 (3.898)] 2024-10-16 12:08:07,389 - Train: 23.90% [298950/1251000] [239.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002601] [CE 4.324 (4.330)] [KD 3.848 (3.868)] 2024-10-16 12:08:28,847 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36639] [top5_cnt 45762] [top_all 50000] 2024-10-16 12:08:28,847 - net: 73.278 (91.524) 2024-10-16 12:08:41,203 - Test (net_E): 100.00% [50/50] [batch_t 0.083 (0.240)] [top1_cnt 39314] [top5_cnt 47123] [top_all 50000] 2024-10-16 12:08:41,203 - net_E: 78.628 (94.246) 2024-10-16 12:08:41,345 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:08:41,346 - ==> Total time: 20:55:21 Eta: 2 days, 18:37:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:08:49,410 - Train: 23.90% [299000/1251000] [239.0/1000.0] [batch_t 0.240 (0.342)] [data_t 0.009] [optim_t 0.231] [lr 0.002601] [CE 4.693 (4.329)] [KD 4.141 (3.875)] 2024-10-16 12:09:01,558 - Train: 23.90% [299050/1251000] [239.0/1000.0] [batch_t 0.396 (0.243)] [data_t 0.009] [optim_t 0.387] [lr 0.002601] [CE 4.144 (4.331)] [KD 3.694 (3.809)] 2024-10-16 12:09:14,229 - Train: 23.91% [299100/1251000] [239.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.002600] [CE 4.800 (4.363)] [KD 3.913 (3.919)] 2024-10-16 12:09:26,077 - Train: 23.91% [299150/1251000] [239.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002600] [CE 4.212 (4.326)] [KD 3.915 (3.800)] 2024-10-16 12:09:37,944 - Train: 23.92% [299200/1251000] [239.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002600] [CE 4.718 (4.309)] [KD 4.192 (3.883)] 2024-10-16 12:09:50,168 - Train: 23.92% [299250/1251000] [239.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002600] [CE 4.231 (4.390)] [KD 3.690 (3.931)] 2024-10-16 12:10:02,479 - Train: 23.92% [299300/1251000] [239.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002600] [CE 4.251 (4.349)] [KD 3.726 (3.862)] 2024-10-16 12:10:14,669 - Train: 23.93% [299350/1251000] [239.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002600] [CE 4.957 (4.299)] [KD 3.943 (3.817)] 2024-10-16 12:10:27,258 - Train: 23.93% [299400/1251000] [239.3/1000.0] [batch_t 0.244 (0.252)] [data_t 0.009] [optim_t 0.235] [lr 0.002600] [CE 3.934 (4.393)] [KD 3.718 (3.854)] 2024-10-16 12:10:39,462 - Train: 23.94% [299450/1251000] [239.4/1000.0] [batch_t 0.289 (0.244)] [data_t 0.009] [optim_t 0.280] [lr 0.002600] [CE 4.227 (4.406)] [KD 3.892 (3.929)] 2024-10-16 12:10:51,785 - Train: 23.94% [299500/1251000] [239.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002599] [CE 4.454 (4.321)] [KD 3.844 (3.901)] 2024-10-16 12:11:04,213 - Train: 23.94% [299550/1251000] [239.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002599] [CE 3.806 (4.424)] [KD 3.609 (3.889)] 2024-10-16 12:11:16,470 - Train: 23.95% [299600/1251000] [239.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002599] [CE 4.513 (4.407)] [KD 3.759 (3.878)] 2024-10-16 12:11:28,430 - Train: 23.95% [299650/1251000] [239.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002599] [CE 4.079 (4.312)] [KD 3.916 (3.856)] 2024-10-16 12:11:41,012 - Train: 23.96% [299700/1251000] [239.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002599] [CE 3.954 (4.331)] [KD 3.758 (3.840)] 2024-10-16 12:11:53,695 - Train: 23.96% [299750/1251000] [239.6/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002599] [CE 4.449 (4.312)] [KD 4.018 (3.903)] 2024-10-16 12:12:05,953 - Train: 23.96% [299800/1251000] [239.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002599] [CE 3.989 (4.344)] [KD 3.850 (3.904)] 2024-10-16 12:12:18,110 - Train: 23.97% [299850/1251000] [239.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002599] [CE 4.153 (4.336)] [KD 3.622 (3.868)] 2024-10-16 12:12:30,496 - Train: 23.97% [299900/1251000] [239.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002598] [CE 4.565 (4.392)] [KD 4.303 (3.933)] 2024-10-16 12:12:42,974 - Train: 23.98% [299950/1251000] [239.8/1000.0] [batch_t 0.263 (0.249)] [data_t 0.009] [optim_t 0.254] [lr 0.002598] [CE 4.144 (4.314)] [KD 3.890 (3.924)] 2024-10-16 12:12:55,294 - Train: 23.98% [300000/1251000] [239.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002598] [CE 4.792 (4.365)] [KD 4.360 (3.973)] 2024-10-16 12:13:07,509 - Train: 23.98% [300050/1251000] [239.8/1000.0] [batch_t 0.281 (0.244)] [data_t 0.009] [optim_t 0.272] [lr 0.002598] [CE 3.980 (4.267)] [KD 3.665 (3.849)] 2024-10-16 12:13:19,717 - Train: 23.99% [300100/1251000] [239.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002598] [CE 4.637 (4.410)] [KD 3.931 (3.903)] 2024-10-16 12:13:32,362 - Train: 23.99% [300150/1251000] [239.9/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.002598] [CE 4.334 (4.426)] [KD 3.948 (3.894)] 2024-10-16 12:13:44,815 - Train: 24.00% [300200/1251000] [240.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002598] [CE 4.151 (4.355)] [KD 3.531 (3.863)] 2024-10-16 12:14:06,863 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36524] [top5_cnt 45778] [top_all 50000] 2024-10-16 12:14:06,864 - net: 73.048 (91.556) 2024-10-16 12:14:19,118 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39269] [top5_cnt 47120] [top_all 50000] 2024-10-16 12:14:19,119 - net_E: 78.538 (94.240) 2024-10-16 12:14:19,247 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:14:19,247 - ==> Total time: 21:00:59 Eta: 2 days, 18:33:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:14:26,410 - Train: 24.00% [300250/1251000] [240.0/1000.0] [batch_t 0.235 (0.376)] [data_t 0.009] [optim_t 0.226] [lr 0.002597] [CE 4.173 (4.345)] [KD 3.926 (3.880)] 2024-10-16 12:14:38,473 - Train: 24.00% [300300/1251000] [240.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002597] [CE 4.247 (4.350)] [KD 3.935 (3.837)] 2024-10-16 12:14:50,414 - Train: 24.01% [300350/1251000] [240.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002597] [CE 4.536 (4.367)] [KD 3.766 (3.858)] 2024-10-16 12:15:02,688 - Train: 24.01% [300400/1251000] [240.1/1000.0] [batch_t 0.401 (0.245)] [data_t 0.009] [optim_t 0.392] [lr 0.002597] [CE 4.121 (4.420)] [KD 3.573 (3.906)] 2024-10-16 12:15:14,868 - Train: 24.02% [300450/1251000] [240.2/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002597] [CE 4.498 (4.369)] [KD 3.937 (3.896)] 2024-10-16 12:15:26,590 - Train: 24.02% [300500/1251000] [240.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002597] [CE 4.177 (4.317)] [KD 3.783 (3.879)] 2024-10-16 12:15:38,342 - Train: 24.02% [300550/1251000] [240.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002597] [CE 4.044 (4.308)] [KD 3.882 (3.789)] 2024-10-16 12:15:50,391 - Train: 24.03% [300600/1251000] [240.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002597] [CE 4.342 (4.368)] [KD 3.878 (3.847)] 2024-10-16 12:16:02,173 - Train: 24.03% [300650/1251000] [240.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002596] [CE 4.554 (4.361)] [KD 3.993 (3.871)] 2024-10-16 12:16:14,191 - Train: 24.04% [300700/1251000] [240.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002596] [CE 4.239 (4.426)] [KD 3.718 (3.836)] 2024-10-16 12:16:26,370 - Train: 24.04% [300750/1251000] [240.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002596] [CE 3.878 (4.327)] [KD 3.456 (3.828)] 2024-10-16 12:16:38,228 - Train: 24.04% [300800/1251000] [240.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002596] [CE 4.788 (4.364)] [KD 4.188 (3.918)] 2024-10-16 12:16:49,991 - Train: 24.05% [300850/1251000] [240.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002596] [CE 4.034 (4.363)] [KD 3.726 (3.852)] 2024-10-16 12:17:01,864 - Train: 24.05% [300900/1251000] [240.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002596] [CE 5.143 (4.290)] [KD 4.317 (3.781)] 2024-10-16 12:17:14,065 - Train: 24.06% [300950/1251000] [240.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002596] [CE 4.299 (4.386)] [KD 3.987 (3.882)] 2024-10-16 12:17:26,527 - Train: 24.06% [301000/1251000] [240.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.002596] [CE 5.047 (4.340)] [KD 4.476 (3.885)] 2024-10-16 12:17:38,978 - Train: 24.06% [301050/1251000] [240.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002595] [CE 4.398 (4.365)] [KD 3.985 (3.968)] 2024-10-16 12:17:51,063 - Train: 24.07% [301100/1251000] [240.7/1000.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.002595] [CE 4.193 (4.389)] [KD 3.759 (3.934)] 2024-10-16 12:18:03,468 - Train: 24.07% [301150/1251000] [240.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002595] [CE 4.369 (4.386)] [KD 3.820 (3.949)] 2024-10-16 12:18:15,619 - Train: 24.08% [301200/1251000] [240.8/1000.0] [batch_t 0.312 (0.243)] [data_t 0.009] [optim_t 0.303] [lr 0.002595] [CE 4.394 (4.321)] [KD 4.067 (3.919)] 2024-10-16 12:18:27,690 - Train: 24.08% [301250/1251000] [240.8/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002595] [CE 4.509 (4.375)] [KD 3.966 (3.916)] 2024-10-16 12:18:39,993 - Train: 24.08% [301300/1251000] [240.8/1000.0] [batch_t 0.271 (0.246)] [data_t 0.009] [optim_t 0.262] [lr 0.002595] [CE 4.035 (4.320)] [KD 3.749 (3.906)] 2024-10-16 12:18:52,240 - Train: 24.09% [301350/1251000] [240.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002595] [CE 4.731 (4.339)] [KD 4.100 (3.932)] 2024-10-16 12:19:04,933 - Train: 24.09% [301400/1251000] [240.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002595] [CE 4.740 (4.392)] [KD 4.063 (3.949)] 2024-10-16 12:19:17,182 - Train: 24.10% [301450/1251000] [241.0/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002594] [CE 4.063 (4.392)] [KD 3.820 (3.908)] 2024-10-16 12:19:39,647 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 36883] [top5_cnt 46011] [top_all 50000] 2024-10-16 12:19:39,648 - net: 73.766 (92.022) 2024-10-16 12:19:52,197 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 39230] [top5_cnt 47122] [top_all 50000] 2024-10-16 12:19:52,197 - net_E: 78.460 (94.244) 2024-10-16 12:19:52,345 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:19:52,346 - ==> Total time: 21:06:32 Eta: 2 days, 18:28:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:19:58,092 - Train: 24.10% [301500/1251000] [241.0/1000.0] [batch_t 0.233 (0.505)] [data_t 0.009] [optim_t 0.224] [lr 0.002594] [CE 4.286 (4.367)] [KD 3.990 (3.931)] 2024-10-16 12:20:10,727 - Train: 24.10% [301550/1251000] [241.0/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.002594] [CE 3.769 (4.331)] [KD 3.457 (3.862)] 2024-10-16 12:20:22,696 - Train: 24.11% [301600/1251000] [241.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002594] [CE 4.086 (4.285)] [KD 3.746 (3.809)] 2024-10-16 12:20:34,869 - Train: 24.11% [301650/1251000] [241.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002594] [CE 4.450 (4.314)] [KD 3.667 (3.810)] 2024-10-16 12:20:46,866 - Train: 24.12% [301700/1251000] [241.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002594] [CE 4.412 (4.312)] [KD 4.002 (3.798)] 2024-10-16 12:20:58,792 - Train: 24.12% [301750/1251000] [241.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002594] [CE 4.355 (4.371)] [KD 3.835 (3.848)] 2024-10-16 12:21:10,821 - Train: 24.12% [301800/1251000] [241.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002594] [CE 4.438 (4.295)] [KD 3.655 (3.791)] 2024-10-16 12:21:23,219 - Train: 24.13% [301850/1251000] [241.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002593] [CE 4.009 (4.398)] [KD 3.774 (3.880)] 2024-10-16 12:21:35,173 - Train: 24.13% [301900/1251000] [241.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002593] [CE 4.330 (4.307)] [KD 4.075 (3.879)] 2024-10-16 12:21:47,121 - Train: 24.14% [301950/1251000] [241.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002593] [CE 4.670 (4.281)] [KD 4.197 (3.826)] 2024-10-16 12:21:59,237 - Train: 24.14% [302000/1251000] [241.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002593] [CE 4.318 (4.317)] [KD 3.915 (3.887)] 2024-10-16 12:22:11,374 - Train: 24.14% [302050/1251000] [241.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002593] [CE 3.580 (4.271)] [KD 3.697 (3.829)] 2024-10-16 12:22:23,296 - Train: 24.15% [302100/1251000] [241.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002593] [CE 4.353 (4.330)] [KD 3.747 (3.836)] 2024-10-16 12:22:35,352 - Train: 24.15% [302150/1251000] [241.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002593] [CE 4.941 (4.458)] [KD 4.224 (3.926)] 2024-10-16 12:22:47,283 - Train: 24.16% [302200/1251000] [241.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002593] [CE 4.300 (4.373)] [KD 3.713 (3.935)] 2024-10-16 12:22:59,492 - Train: 24.16% [302250/1251000] [241.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002592] [CE 3.883 (4.358)] [KD 3.756 (3.818)] 2024-10-16 12:23:11,400 - Train: 24.16% [302300/1251000] [241.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002592] [CE 4.487 (4.364)] [KD 3.949 (3.874)] 2024-10-16 12:23:23,345 - Train: 24.17% [302350/1251000] [241.7/1000.0] [batch_t 0.384 (0.239)] [data_t 0.009] [optim_t 0.375] [lr 0.002592] [CE 4.282 (4.317)] [KD 3.817 (3.881)] 2024-10-16 12:23:35,617 - Train: 24.17% [302400/1251000] [241.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002592] [CE 4.455 (4.341)] [KD 3.664 (3.839)] 2024-10-16 12:23:47,759 - Train: 24.18% [302450/1251000] [241.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002592] [CE 4.766 (4.345)] [KD 3.876 (3.886)] 2024-10-16 12:23:59,930 - Train: 24.18% [302500/1251000] [241.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002592] [CE 4.178 (4.364)] [KD 3.885 (3.906)] 2024-10-16 12:24:12,365 - Train: 24.18% [302550/1251000] [241.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002592] [CE 3.566 (4.378)] [KD 3.621 (3.961)] 2024-10-16 12:24:24,727 - Train: 24.19% [302600/1251000] [241.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002591] [CE 4.606 (4.427)] [KD 3.932 (3.893)] 2024-10-16 12:24:37,056 - Train: 24.19% [302650/1251000] [241.9/1000.0] [batch_t 0.276 (0.246)] [data_t 0.051] [optim_t 0.224] [lr 0.002591] [CE 4.249 (4.367)] [KD 3.809 (3.960)] 2024-10-16 12:24:49,301 - Train: 24.20% [302700/1251000] [242.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002591] [CE 4.206 (4.375)] [KD 3.605 (3.944)] 2024-10-16 12:25:11,621 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36664] [top5_cnt 45852] [top_all 50000] 2024-10-16 12:25:11,621 - net: 73.328 (91.704) 2024-10-16 12:25:23,869 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39231] [top5_cnt 47130] [top_all 50000] 2024-10-16 12:25:23,870 - net_E: 78.462 (94.260) 2024-10-16 12:25:24,002 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:25:24,003 - ==> Total time: 21:12:04 Eta: 2 days, 18:24:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:25:29,642 - Train: 24.20% [302750/1251000] [242.0/1000.0] [batch_t 0.238 (0.547)] [data_t 0.009] [optim_t 0.229] [lr 0.002591] [CE 4.056 (4.280)] [KD 3.565 (3.774)] 2024-10-16 12:25:41,813 - Train: 24.20% [302800/1251000] [242.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002591] [CE 4.417 (4.397)] [KD 4.048 (3.882)] 2024-10-16 12:25:54,108 - Train: 24.21% [302850/1251000] [242.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002591] [CE 3.783 (4.331)] [KD 3.684 (3.863)] 2024-10-16 12:26:06,178 - Train: 24.21% [302900/1251000] [242.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002591] [CE 4.298 (4.352)] [KD 3.715 (3.849)] 2024-10-16 12:26:18,124 - Train: 24.22% [302950/1251000] [242.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002591] [CE 5.067 (4.375)] [KD 4.031 (3.856)] 2024-10-16 12:26:30,128 - Train: 24.22% [303000/1251000] [242.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002590] [CE 4.496 (4.328)] [KD 4.004 (3.869)] 2024-10-16 12:26:41,876 - Train: 24.22% [303050/1251000] [242.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002590] [CE 4.609 (4.259)] [KD 3.965 (3.757)] 2024-10-16 12:26:53,868 - Train: 24.23% [303100/1251000] [242.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002590] [CE 4.495 (4.285)] [KD 4.048 (3.815)] 2024-10-16 12:27:05,961 - Train: 24.23% [303150/1251000] [242.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002590] [CE 4.400 (4.433)] [KD 3.793 (3.874)] 2024-10-16 12:27:18,158 - Train: 24.24% [303200/1251000] [242.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002590] [CE 4.877 (4.299)] [KD 4.108 (3.866)] 2024-10-16 12:27:29,918 - Train: 24.24% [303250/1251000] [242.4/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002590] [CE 4.202 (4.383)] [KD 3.978 (3.909)] 2024-10-16 12:27:42,056 - Train: 24.24% [303300/1251000] [242.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002590] [CE 4.545 (4.311)] [KD 3.966 (3.877)] 2024-10-16 12:27:54,069 - Train: 24.25% [303350/1251000] [242.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002590] [CE 4.652 (4.335)] [KD 4.326 (3.919)] 2024-10-16 12:28:06,023 - Train: 24.25% [303400/1251000] [242.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002589] [CE 4.240 (4.318)] [KD 3.799 (3.930)] 2024-10-16 12:28:18,178 - Train: 24.26% [303450/1251000] [242.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002589] [CE 4.371 (4.321)] [KD 3.863 (3.834)] 2024-10-16 12:28:30,283 - Train: 24.26% [303500/1251000] [242.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002589] [CE 4.372 (4.448)] [KD 3.877 (3.963)] 2024-10-16 12:28:42,378 - Train: 24.26% [303550/1251000] [242.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002589] [CE 4.729 (4.343)] [KD 4.167 (3.916)] 2024-10-16 12:28:54,488 - Train: 24.27% [303600/1251000] [242.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002589] [CE 4.289 (4.400)] [KD 3.714 (3.980)] 2024-10-16 12:29:06,316 - Train: 24.27% [303650/1251000] [242.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002589] [CE 3.808 (4.340)] [KD 3.543 (3.837)] 2024-10-16 12:29:18,227 - Train: 24.28% [303700/1251000] [242.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002589] [CE 4.242 (4.337)] [KD 3.824 (3.817)] 2024-10-16 12:29:30,574 - Train: 24.28% [303750/1251000] [242.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002589] [CE 3.711 (4.377)] [KD 3.592 (3.923)] 2024-10-16 12:29:42,733 - Train: 24.28% [303800/1251000] [242.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002588] [CE 4.360 (4.354)] [KD 3.923 (3.856)] 2024-10-16 12:29:54,924 - Train: 24.29% [303850/1251000] [242.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002588] [CE 4.365 (4.329)] [KD 3.926 (3.817)] 2024-10-16 12:30:07,099 - Train: 24.29% [303900/1251000] [242.9/1000.0] [batch_t 0.353 (0.243)] [data_t 0.009] [optim_t 0.344] [lr 0.002588] [CE 3.974 (4.383)] [KD 3.747 (3.952)] 2024-10-16 12:30:19,179 - Train: 24.30% [303950/1251000] [243.0/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002588] [CE 3.819 (4.330)] [KD 3.800 (3.880)] 2024-10-16 12:30:41,604 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 36856] [top5_cnt 45947] [top_all 50000] 2024-10-16 12:30:41,605 - net: 73.712 (91.894) 2024-10-16 12:30:53,718 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 39238] [top5_cnt 47139] [top_all 50000] 2024-10-16 12:30:53,718 - net_E: 78.476 (94.278) 2024-10-16 12:30:53,879 - Max [top1: 73.882 (epoch: 224)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:30:53,880 - ==> Total time: 21:17:34 Eta: 2 days, 18:19:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:30:59,627 - Train: 24.30% [304000/1251000] [243.0/1000.0] [batch_t 0.233 (0.629)] [data_t 0.009] [optim_t 0.224] [lr 0.002588] [CE 4.060 (4.319)] [KD 3.632 (3.758)] 2024-10-16 12:31:11,644 - Train: 24.30% [304050/1251000] [243.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002588] [CE 4.189 (4.328)] [KD 3.981 (3.820)] 2024-10-16 12:31:24,053 - Train: 24.31% [304100/1251000] [243.1/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002588] [CE 4.446 (4.308)] [KD 3.931 (3.866)] 2024-10-16 12:31:36,419 - Train: 24.31% [304150/1251000] [243.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002587] [CE 4.382 (4.346)] [KD 3.760 (3.841)] 2024-10-16 12:31:48,168 - Train: 24.32% [304200/1251000] [243.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002587] [CE 4.397 (4.399)] [KD 3.966 (3.856)] 2024-10-16 12:32:00,164 - Train: 24.32% [304250/1251000] [243.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002587] [CE 4.145 (4.344)] [KD 3.601 (3.872)] 2024-10-16 12:32:12,213 - Train: 24.32% [304300/1251000] [243.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002587] [CE 4.839 (4.362)] [KD 4.015 (3.889)] 2024-10-16 12:32:24,125 - Train: 24.33% [304350/1251000] [243.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002587] [CE 4.307 (4.319)] [KD 3.948 (3.856)] 2024-10-16 12:32:36,036 - Train: 24.33% [304400/1251000] [243.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002587] [CE 4.996 (4.334)] [KD 4.201 (3.802)] 2024-10-16 12:32:48,201 - Train: 24.34% [304450/1251000] [243.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002587] [CE 3.797 (4.313)] [KD 3.504 (3.831)] 2024-10-16 12:33:00,235 - Train: 24.34% [304500/1251000] [243.4/1000.0] [batch_t 0.366 (0.241)] [data_t 0.009] [optim_t 0.357] [lr 0.002587] [CE 4.701 (4.366)] [KD 4.229 (3.883)] 2024-10-16 12:33:12,295 - Train: 24.34% [304550/1251000] [243.4/1000.0] [batch_t 0.380 (0.241)] [data_t 0.009] [optim_t 0.372] [lr 0.002586] [CE 4.810 (4.291)] [KD 3.780 (3.764)] 2024-10-16 12:33:24,130 - Train: 24.35% [304600/1251000] [243.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002586] [CE 4.661 (4.387)] [KD 3.926 (3.878)] 2024-10-16 12:33:36,094 - Train: 24.35% [304650/1251000] [243.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002586] [CE 4.442 (4.311)] [KD 4.089 (3.884)] 2024-10-16 12:33:48,067 - Train: 24.36% [304700/1251000] [243.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002586] [CE 4.287 (4.363)] [KD 3.998 (3.918)] 2024-10-16 12:34:00,067 - Train: 24.36% [304750/1251000] [243.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002586] [CE 4.216 (4.419)] [KD 4.004 (3.952)] 2024-10-16 12:34:12,313 - Train: 24.36% [304800/1251000] [243.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002586] [CE 4.392 (4.367)] [KD 3.920 (3.885)] 2024-10-16 12:34:24,272 - Train: 24.37% [304850/1251000] [243.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002586] [CE 4.418 (4.389)] [KD 3.871 (3.878)] 2024-10-16 12:34:36,403 - Train: 24.37% [304900/1251000] [243.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002586] [CE 4.757 (4.329)] [KD 4.152 (3.829)] 2024-10-16 12:34:48,290 - Train: 24.38% [304950/1251000] [243.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002585] [CE 4.406 (4.327)] [KD 3.892 (3.846)] 2024-10-16 12:35:00,139 - Train: 24.38% [305000/1251000] [243.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002585] [CE 4.266 (4.355)] [KD 4.052 (3.887)] 2024-10-16 12:35:12,163 - Train: 24.38% [305050/1251000] [243.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002585] [CE 4.796 (4.352)] [KD 4.032 (3.936)] 2024-10-16 12:35:24,334 - Train: 24.39% [305100/1251000] [243.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002585] [CE 4.447 (4.335)] [KD 4.092 (3.896)] 2024-10-16 12:35:36,212 - Train: 24.39% [305150/1251000] [243.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002585] [CE 4.667 (4.412)] [KD 3.901 (3.943)] 2024-10-16 12:35:48,290 - Train: 24.40% [305200/1251000] [244.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002585] [CE 4.711 (4.326)] [KD 4.190 (3.895)] 2024-10-16 12:36:10,988 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36962] [top5_cnt 45980] [top_all 50000] 2024-10-16 12:36:10,988 - net: 73.924 (91.960) 2024-10-16 12:36:22,945 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 39241] [top5_cnt 47143] [top_all 50000] 2024-10-16 12:36:22,946 - net_E: 78.482 (94.286) 2024-10-16 12:36:23,115 - Max [top1: 73.924 (epoch: 244)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:36:23,116 - ==> Total time: 21:23:03 Eta: 2 days, 18:15:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:36:29,955 - Train: 24.40% [305250/1251000] [244.0/1000.0] [batch_t 0.235 (0.454)] [data_t 0.009] [optim_t 0.226] [lr 0.002585] [CE 4.239 (4.308)] [KD 3.848 (3.799)] 2024-10-16 12:36:41,892 - Train: 24.40% [305300/1251000] [244.0/1000.0] [batch_t 0.353 (0.239)] [data_t 0.009] [optim_t 0.344] [lr 0.002585] [CE 4.088 (4.326)] [KD 3.880 (3.816)] 2024-10-16 12:36:54,228 - Train: 24.41% [305350/1251000] [244.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002584] [CE 4.196 (4.371)] [KD 3.585 (3.858)] 2024-10-16 12:37:06,315 - Train: 24.41% [305400/1251000] [244.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002584] [CE 4.319 (4.326)] [KD 3.811 (3.833)] 2024-10-16 12:37:18,594 - Train: 24.42% [305450/1251000] [244.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002584] [CE 4.583 (4.407)] [KD 3.857 (3.891)] 2024-10-16 12:37:30,571 - Train: 24.42% [305500/1251000] [244.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002584] [CE 3.923 (4.353)] [KD 3.641 (3.867)] 2024-10-16 12:37:42,522 - Train: 24.42% [305550/1251000] [244.2/1000.0] [batch_t 0.396 (0.239)] [data_t 0.009] [optim_t 0.387] [lr 0.002584] [CE 4.239 (4.273)] [KD 3.834 (3.918)] 2024-10-16 12:37:54,606 - Train: 24.43% [305600/1251000] [244.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002584] [CE 4.416 (4.438)] [KD 3.733 (3.947)] 2024-10-16 12:38:06,726 - Train: 24.43% [305650/1251000] [244.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002584] [CE 4.003 (4.249)] [KD 3.631 (3.870)] 2024-10-16 12:38:18,695 - Train: 24.44% [305700/1251000] [244.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002583] [CE 4.330 (4.311)] [KD 4.037 (3.812)] 2024-10-16 12:38:30,784 - Train: 24.44% [305750/1251000] [244.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002583] [CE 4.449 (4.366)] [KD 3.758 (3.893)] 2024-10-16 12:38:42,992 - Train: 24.44% [305800/1251000] [244.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002583] [CE 4.893 (4.405)] [KD 4.107 (3.895)] 2024-10-16 12:38:54,830 - Train: 24.45% [305850/1251000] [244.5/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002583] [CE 4.055 (4.346)] [KD 3.639 (3.884)] 2024-10-16 12:39:06,850 - Train: 24.45% [305900/1251000] [244.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002583] [CE 3.790 (4.314)] [KD 3.863 (3.869)] 2024-10-16 12:39:18,891 - Train: 24.46% [305950/1251000] [244.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002583] [CE 4.188 (4.402)] [KD 3.516 (3.926)] 2024-10-16 12:39:31,432 - Train: 24.46% [306000/1251000] [244.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002583] [CE 4.414 (4.396)] [KD 4.070 (3.897)] 2024-10-16 12:39:43,352 - Train: 24.46% [306050/1251000] [244.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002583] [CE 3.809 (4.392)] [KD 3.661 (3.936)] 2024-10-16 12:39:55,708 - Train: 24.47% [306100/1251000] [244.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002582] [CE 4.521 (4.320)] [KD 3.806 (3.816)] 2024-10-16 12:40:07,617 - Train: 24.47% [306150/1251000] [244.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002582] [CE 4.272 (4.344)] [KD 3.747 (3.886)] 2024-10-16 12:40:19,817 - Train: 24.48% [306200/1251000] [244.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002582] [CE 4.448 (4.339)] [KD 4.001 (3.840)] 2024-10-16 12:40:32,229 - Train: 24.48% [306250/1251000] [244.8/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.002582] [CE 4.286 (4.364)] [KD 3.528 (3.862)] 2024-10-16 12:40:44,191 - Train: 24.48% [306300/1251000] [244.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002582] [CE 4.476 (4.367)] [KD 3.665 (3.841)] 2024-10-16 12:40:56,261 - Train: 24.49% [306350/1251000] [244.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002582] [CE 4.462 (4.267)] [KD 3.836 (3.780)] 2024-10-16 12:41:08,969 - Train: 24.49% [306400/1251000] [244.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002582] [CE 4.349 (4.305)] [KD 4.236 (3.865)] 2024-10-16 12:41:20,925 - Train: 24.50% [306450/1251000] [245.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002582] [CE 4.119 (4.368)] [KD 3.848 (3.915)] 2024-10-16 12:41:44,549 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 36931] [top5_cnt 46024] [top_all 50000] 2024-10-16 12:41:44,549 - net: 73.862 (92.048) 2024-10-16 12:41:56,963 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39235] [top5_cnt 47135] [top_all 50000] 2024-10-16 12:41:56,963 - net_E: 78.470 (94.270) 2024-10-16 12:41:57,086 - Max [top1: 73.924 (epoch: 244)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:41:57,086 - ==> Total time: 21:28:37 Eta: 2 days, 18:11:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:42:02,503 - Train: 24.50% [306500/1251000] [245.0/1000.0] [batch_t 0.233 (0.793)] [data_t 0.009] [optim_t 0.224] [lr 0.002581] [CE 4.206 (4.206)] [KD 3.767 (3.702)] 2024-10-16 12:42:14,791 - Train: 24.50% [306550/1251000] [245.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002581] [CE 4.399 (4.301)] [KD 4.089 (3.861)] 2024-10-16 12:42:28,184 - Train: 24.51% [306600/1251000] [245.1/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.002581] [CE 3.747 (4.453)] [KD 3.502 (3.922)] 2024-10-16 12:42:41,257 - Train: 24.51% [306650/1251000] [245.1/1000.0] [batch_t 0.242 (0.261)] [data_t 0.009] [optim_t 0.233] [lr 0.002581] [CE 4.896 (4.373)] [KD 4.043 (3.795)] 2024-10-16 12:42:54,687 - Train: 24.52% [306700/1251000] [245.2/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.002581] [CE 3.783 (4.345)] [KD 3.540 (3.850)] 2024-10-16 12:43:07,429 - Train: 24.52% [306750/1251000] [245.2/1000.0] [batch_t 0.289 (0.255)] [data_t 0.009] [optim_t 0.280] [lr 0.002581] [CE 4.510 (4.288)] [KD 3.963 (3.857)] 2024-10-16 12:43:19,824 - Train: 24.52% [306800/1251000] [245.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002581] [CE 4.433 (4.412)] [KD 3.764 (3.886)] 2024-10-16 12:43:32,331 - Train: 24.53% [306850/1251000] [245.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002580] [CE 4.339 (4.294)] [KD 3.813 (3.843)] 2024-10-16 12:43:45,069 - Train: 24.53% [306900/1251000] [245.3/1000.0] [batch_t 0.265 (0.255)] [data_t 0.009] [optim_t 0.256] [lr 0.002580] [CE 4.236 (4.389)] [KD 3.818 (3.938)] 2024-10-16 12:43:57,611 - Train: 24.54% [306950/1251000] [245.4/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002580] [CE 4.282 (4.413)] [KD 4.072 (3.980)] 2024-10-16 12:44:09,822 - Train: 24.54% [307000/1251000] [245.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002580] [CE 4.225 (4.306)] [KD 3.758 (3.825)] 2024-10-16 12:44:21,918 - Train: 24.54% [307050/1251000] [245.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002580] [CE 4.201 (4.328)] [KD 3.679 (3.794)] 2024-10-16 12:44:33,950 - Train: 24.55% [307100/1251000] [245.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002580] [CE 4.228 (4.403)] [KD 3.700 (3.843)] 2024-10-16 12:44:46,238 - Train: 24.55% [307150/1251000] [245.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002580] [CE 4.410 (4.288)] [KD 3.837 (3.839)] 2024-10-16 12:44:58,185 - Train: 24.56% [307200/1251000] [245.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002580] [CE 4.570 (4.311)] [KD 3.812 (3.841)] 2024-10-16 12:45:11,060 - Train: 24.56% [307250/1251000] [245.6/1000.0] [batch_t 0.244 (0.257)] [data_t 0.009] [optim_t 0.235] [lr 0.002579] [CE 4.344 (4.323)] [KD 3.726 (3.895)] 2024-10-16 12:45:23,434 - Train: 24.56% [307300/1251000] [245.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002579] [CE 3.802 (4.254)] [KD 3.543 (3.763)] 2024-10-16 12:45:35,722 - Train: 24.57% [307350/1251000] [245.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002579] [CE 4.356 (4.380)] [KD 4.191 (3.929)] 2024-10-16 12:45:48,305 - Train: 24.57% [307400/1251000] [245.7/1000.0] [batch_t 0.246 (0.252)] [data_t 0.009] [optim_t 0.237] [lr 0.002579] [CE 4.580 (4.419)] [KD 3.921 (3.876)] 2024-10-16 12:46:00,501 - Train: 24.58% [307450/1251000] [245.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002579] [CE 4.156 (4.373)] [KD 3.845 (3.826)] 2024-10-16 12:46:13,094 - Train: 24.58% [307500/1251000] [245.8/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002579] [CE 3.671 (4.297)] [KD 3.764 (3.880)] 2024-10-16 12:46:25,111 - Train: 24.58% [307550/1251000] [245.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002579] [CE 4.634 (4.369)] [KD 3.878 (3.869)] 2024-10-16 12:46:37,300 - Train: 24.59% [307600/1251000] [245.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002579] [CE 4.579 (4.317)] [KD 3.878 (3.871)] 2024-10-16 12:46:49,272 - Train: 24.59% [307650/1251000] [245.9/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002578] [CE 4.386 (4.352)] [KD 3.845 (3.914)] 2024-10-16 12:47:01,693 - Train: 24.60% [307700/1251000] [246.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002578] [CE 3.930 (4.387)] [KD 3.823 (3.860)] 2024-10-16 12:47:25,571 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.242)] [top1_cnt 36636] [top5_cnt 45883] [top_all 50000] 2024-10-16 12:47:25,571 - net: 73.272 (91.766) 2024-10-16 12:47:37,975 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39282] [top5_cnt 47134] [top_all 50000] 2024-10-16 12:47:37,975 - net_E: 78.564 (94.268) 2024-10-16 12:47:38,095 - Max [top1: 73.924 (epoch: 244)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:47:38,095 - ==> Total time: 21:34:18 Eta: 2 days, 18:07:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:47:42,884 - Train: 24.60% [307750/1251000] [246.0/1000.0] [batch_t 0.236 (0.833)] [data_t 0.009] [optim_t 0.227] [lr 0.002578] [CE 3.826 (4.267)] [KD 3.692 (3.871)] 2024-10-16 12:47:54,692 - Train: 24.60% [307800/1251000] [246.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002578] [CE 3.645 (4.325)] [KD 3.535 (3.842)] 2024-10-16 12:48:07,184 - Train: 24.61% [307850/1251000] [246.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002578] [CE 4.846 (4.296)] [KD 4.199 (3.851)] 2024-10-16 12:48:18,963 - Train: 24.61% [307900/1251000] [246.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002578] [CE 4.488 (4.411)] [KD 4.127 (3.959)] 2024-10-16 12:48:31,133 - Train: 24.62% [307950/1251000] [246.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002578] [CE 4.280 (4.283)] [KD 3.699 (3.836)] 2024-10-16 12:48:43,248 - Train: 24.62% [308000/1251000] [246.2/1000.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.002578] [CE 4.046 (4.355)] [KD 3.921 (3.943)] 2024-10-16 12:48:55,800 - Train: 24.62% [308050/1251000] [246.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002577] [CE 4.387 (4.244)] [KD 3.729 (3.825)] 2024-10-16 12:49:07,657 - Train: 24.63% [308100/1251000] [246.3/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002577] [CE 4.344 (4.308)] [KD 3.795 (3.782)] 2024-10-16 12:49:20,113 - Train: 24.63% [308150/1251000] [246.3/1000.0] [batch_t 0.267 (0.249)] [data_t 0.009] [optim_t 0.259] [lr 0.002577] [CE 4.464 (4.288)] [KD 4.226 (3.831)] 2024-10-16 12:49:32,307 - Train: 24.64% [308200/1251000] [246.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002577] [CE 4.615 (4.319)] [KD 3.809 (3.878)] 2024-10-16 12:49:44,639 - Train: 24.64% [308250/1251000] [246.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002577] [CE 4.111 (4.335)] [KD 3.829 (3.843)] 2024-10-16 12:49:56,706 - Train: 24.64% [308300/1251000] [246.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002577] [CE 4.384 (4.397)] [KD 4.041 (3.915)] 2024-10-16 12:50:08,925 - Train: 24.65% [308350/1251000] [246.5/1000.0] [batch_t 0.272 (0.244)] [data_t 0.009] [optim_t 0.263] [lr 0.002577] [CE 4.628 (4.399)] [KD 4.130 (3.977)] 2024-10-16 12:50:21,299 - Train: 24.65% [308400/1251000] [246.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002576] [CE 4.004 (4.289)] [KD 3.713 (3.866)] 2024-10-16 12:50:33,717 - Train: 24.66% [308450/1251000] [246.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002576] [CE 4.303 (4.374)] [KD 4.095 (3.885)] 2024-10-16 12:50:45,805 - Train: 24.66% [308500/1251000] [246.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002576] [CE 4.382 (4.348)] [KD 3.814 (3.911)] 2024-10-16 12:50:57,837 - Train: 24.66% [308550/1251000] [246.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002576] [CE 4.418 (4.370)] [KD 3.854 (3.898)] 2024-10-16 12:51:10,205 - Train: 24.67% [308600/1251000] [246.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002576] [CE 4.655 (4.242)] [KD 3.811 (3.750)] 2024-10-16 12:51:22,385 - Train: 24.67% [308650/1251000] [246.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002576] [CE 4.281 (4.360)] [KD 3.789 (3.869)] 2024-10-16 12:51:34,315 - Train: 24.68% [308700/1251000] [246.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002576] [CE 4.326 (4.351)] [KD 3.812 (3.924)] 2024-10-16 12:51:46,248 - Train: 24.68% [308750/1251000] [246.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002576] [CE 4.280 (4.322)] [KD 3.900 (3.824)] 2024-10-16 12:51:58,082 - Train: 24.68% [308800/1251000] [246.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002575] [CE 4.102 (4.332)] [KD 3.811 (3.841)] 2024-10-16 12:52:10,153 - Train: 24.69% [308850/1251000] [246.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002575] [CE 4.302 (4.345)] [KD 3.835 (3.935)] 2024-10-16 12:52:22,256 - Train: 24.69% [308900/1251000] [246.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002575] [CE 4.754 (4.427)] [KD 4.018 (3.925)] 2024-10-16 12:52:34,403 - Train: 24.70% [308950/1251000] [247.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002575] [CE 4.540 (4.336)] [KD 3.924 (3.854)] 2024-10-16 12:52:58,109 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36856] [top5_cnt 45934] [top_all 50000] 2024-10-16 12:52:58,110 - net: 73.712 (91.868) 2024-10-16 12:53:10,369 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39282] [top5_cnt 47154] [top_all 50000] 2024-10-16 12:53:10,370 - net_E: 78.564 (94.308) 2024-10-16 12:53:10,499 - Max [top1: 73.924 (epoch: 244)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:53:10,500 - ==> Total time: 21:39:51 Eta: 2 days, 18:02:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:53:15,165 - Train: 24.70% [309000/1251000] [247.0/1000.0] [batch_t 0.231 (1.073)] [data_t 0.009] [optim_t 0.222] [lr 0.002575] [CE 4.483 (4.208)] [KD 3.937 (3.760)] 2024-10-16 12:53:27,058 - Train: 24.70% [309050/1251000] [247.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002575] [CE 3.840 (4.425)] [KD 3.709 (3.847)] 2024-10-16 12:53:39,278 - Train: 24.71% [309100/1251000] [247.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002575] [CE 4.649 (4.372)] [KD 4.310 (3.834)] 2024-10-16 12:53:51,408 - Train: 24.71% [309150/1251000] [247.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002575] [CE 4.482 (4.308)] [KD 3.868 (3.839)] 2024-10-16 12:54:03,367 - Train: 24.72% [309200/1251000] [247.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002574] [CE 3.839 (4.318)] [KD 3.489 (3.794)] 2024-10-16 12:54:15,296 - Train: 24.72% [309250/1251000] [247.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002574] [CE 4.520 (4.394)] [KD 3.973 (3.823)] 2024-10-16 12:54:27,348 - Train: 24.72% [309300/1251000] [247.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002574] [CE 4.306 (4.367)] [KD 3.976 (3.956)] 2024-10-16 12:54:39,478 - Train: 24.73% [309350/1251000] [247.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002574] [CE 4.312 (4.338)] [KD 3.698 (3.890)] 2024-10-16 12:54:51,672 - Train: 24.73% [309400/1251000] [247.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002574] [CE 4.421 (4.376)] [KD 3.671 (3.912)] 2024-10-16 12:55:03,904 - Train: 24.74% [309450/1251000] [247.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002574] [CE 4.156 (4.350)] [KD 3.849 (3.842)] 2024-10-16 12:55:16,030 - Train: 24.74% [309500/1251000] [247.4/1000.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.265] [lr 0.002574] [CE 4.028 (4.354)] [KD 3.872 (3.874)] 2024-10-16 12:55:28,333 - Train: 24.74% [309550/1251000] [247.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002573] [CE 4.163 (4.324)] [KD 3.870 (3.870)] 2024-10-16 12:55:40,296 - Train: 24.75% [309600/1251000] [247.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002573] [CE 4.426 (4.354)] [KD 4.086 (3.894)] 2024-10-16 12:55:52,393 - Train: 24.75% [309650/1251000] [247.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002573] [CE 4.290 (4.340)] [KD 3.821 (3.873)] 2024-10-16 12:56:04,543 - Train: 24.76% [309700/1251000] [247.6/1000.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002573] [CE 4.299 (4.296)] [KD 3.840 (3.960)] 2024-10-16 12:56:17,112 - Train: 24.76% [309750/1251000] [247.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002573] [CE 4.417 (4.322)] [KD 4.049 (3.885)] 2024-10-16 12:56:29,151 - Train: 24.76% [309800/1251000] [247.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002573] [CE 4.348 (4.382)] [KD 3.780 (3.878)] 2024-10-16 12:56:41,098 - Train: 24.77% [309850/1251000] [247.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002573] [CE 4.414 (4.376)] [KD 3.936 (3.938)] 2024-10-16 12:56:52,959 - Train: 24.77% [309900/1251000] [247.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002573] [CE 4.546 (4.361)] [KD 3.989 (3.899)] 2024-10-16 12:57:05,314 - Train: 24.78% [309950/1251000] [247.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002572] [CE 4.799 (4.378)] [KD 4.040 (3.810)] 2024-10-16 12:57:17,507 - Train: 24.78% [310000/1251000] [247.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.017] [optim_t 0.222] [lr 0.002572] [CE 4.514 (4.339)] [KD 3.989 (3.898)] 2024-10-16 12:57:30,051 - Train: 24.78% [310050/1251000] [247.8/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002572] [CE 3.929 (4.283)] [KD 3.627 (3.881)] 2024-10-16 12:57:42,247 - Train: 24.79% [310100/1251000] [247.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002572] [CE 4.535 (4.410)] [KD 4.000 (3.978)] 2024-10-16 12:57:54,626 - Train: 24.79% [310150/1251000] [247.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002572] [CE 4.535 (4.266)] [KD 4.208 (3.879)] 2024-10-16 12:58:06,944 - Train: 24.80% [310200/1251000] [248.0/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002572] [CE 4.097 (4.356)] [KD 3.808 (3.858)] 2024-10-16 12:58:31,160 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 37146] [top5_cnt 46050] [top_all 50000] 2024-10-16 12:58:31,161 - net: 74.292 (92.100) 2024-10-16 12:58:43,311 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39287] [top5_cnt 47144] [top_all 50000] 2024-10-16 12:58:43,311 - net_E: 78.574 (94.288) 2024-10-16 12:58:43,452 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 12:58:43,452 - ==> Total time: 21:45:24 Eta: 2 days, 17:58:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 12:58:49,054 - Train: 24.80% [310250/1251000] [248.0/1000.0] [batch_t 0.313 (0.764)] [data_t 0.089] [optim_t 0.225] [lr 0.002572] [CE 3.937 (3.893)] [KD 3.579 (3.436)] 2024-10-16 12:59:01,077 - Train: 24.80% [310300/1251000] [248.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002571] [CE 4.427 (4.336)] [KD 3.684 (3.776)] 2024-10-16 12:59:13,375 - Train: 24.81% [310350/1251000] [248.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002571] [CE 4.350 (4.287)] [KD 3.850 (3.824)] 2024-10-16 12:59:25,460 - Train: 24.81% [310400/1251000] [248.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002571] [CE 4.368 (4.339)] [KD 4.024 (3.874)] 2024-10-16 12:59:37,403 - Train: 24.82% [310450/1251000] [248.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002571] [CE 3.938 (4.342)] [KD 3.747 (3.919)] 2024-10-16 12:59:49,212 - Train: 24.82% [310500/1251000] [248.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002571] [CE 3.861 (4.283)] [KD 3.670 (3.808)] 2024-10-16 13:00:01,213 - Train: 24.82% [310550/1251000] [248.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002571] [CE 4.039 (4.350)] [KD 3.640 (3.863)] 2024-10-16 13:00:13,196 - Train: 24.83% [310600/1251000] [248.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002571] [CE 4.429 (4.383)] [KD 3.886 (3.845)] 2024-10-16 13:00:25,199 - Train: 24.83% [310650/1251000] [248.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002571] [CE 4.301 (4.343)] [KD 3.830 (3.864)] 2024-10-16 13:00:37,085 - Train: 24.84% [310700/1251000] [248.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002570] [CE 4.648 (4.357)] [KD 3.757 (3.885)] 2024-10-16 13:00:49,468 - Train: 24.84% [310750/1251000] [248.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002570] [CE 4.588 (4.311)] [KD 3.898 (3.862)] 2024-10-16 13:01:01,617 - Train: 24.84% [310800/1251000] [248.4/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002570] [CE 4.457 (4.320)] [KD 3.905 (3.822)] 2024-10-16 13:01:13,844 - Train: 24.85% [310850/1251000] [248.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002570] [CE 4.586 (4.388)] [KD 3.900 (3.882)] 2024-10-16 13:01:25,965 - Train: 24.85% [310900/1251000] [248.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002570] [CE 4.157 (4.351)] [KD 4.037 (3.900)] 2024-10-16 13:01:38,446 - Train: 24.86% [310950/1251000] [248.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002570] [CE 4.430 (4.367)] [KD 3.906 (3.937)] 2024-10-16 13:01:50,811 - Train: 24.86% [311000/1251000] [248.6/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.002570] [CE 4.727 (4.385)] [KD 3.955 (3.887)] 2024-10-16 13:02:02,962 - Train: 24.86% [311050/1251000] [248.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002570] [CE 3.863 (4.317)] [KD 3.772 (3.879)] 2024-10-16 13:02:15,088 - Train: 24.87% [311100/1251000] [248.7/1000.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002569] [CE 4.192 (4.366)] [KD 3.724 (3.872)] 2024-10-16 13:02:27,418 - Train: 24.87% [311150/1251000] [248.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002569] [CE 4.787 (4.284)] [KD 3.973 (3.750)] 2024-10-16 13:02:39,697 - Train: 24.88% [311200/1251000] [248.8/1000.0] [batch_t 0.298 (0.245)] [data_t 0.009] [optim_t 0.290] [lr 0.002569] [CE 4.481 (4.327)] [KD 3.885 (3.917)] 2024-10-16 13:02:52,065 - Train: 24.88% [311250/1251000] [248.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.002569] [CE 4.849 (4.392)] [KD 4.092 (3.880)] 2024-10-16 13:03:04,050 - Train: 24.88% [311300/1251000] [248.8/1000.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.248] [lr 0.002569] [CE 4.862 (4.392)] [KD 3.986 (3.899)] 2024-10-16 13:03:16,291 - Train: 24.89% [311350/1251000] [248.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002569] [CE 4.340 (4.328)] [KD 3.757 (3.887)] 2024-10-16 13:03:28,339 - Train: 24.89% [311400/1251000] [248.9/1000.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.002569] [CE 4.024 (4.326)] [KD 3.689 (3.897)] 2024-10-16 13:03:40,550 - Train: 24.90% [311450/1251000] [249.0/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.002568] [CE 4.223 (4.332)] [KD 3.740 (3.888)] 2024-10-16 13:04:04,294 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 36883] [top5_cnt 45973] [top_all 50000] 2024-10-16 13:04:04,294 - net: 73.766 (91.946) 2024-10-16 13:04:16,483 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39268] [top5_cnt 47144] [top_all 50000] 2024-10-16 13:04:16,484 - net_E: 78.536 (94.288) 2024-10-16 13:04:16,620 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:04:16,620 - ==> Total time: 21:50:57 Eta: 2 days, 17:53:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:04:20,961 - Train: 24.90% [311500/1251000] [249.0/1000.0] [batch_t 2.893 (2.893)] [data_t 1.233] [optim_t 1.660] [lr 0.002568] [CE 4.708 (4.708)] [KD 3.945 (3.945)] 2024-10-16 13:04:32,903 - Train: 24.90% [311550/1251000] [249.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002568] [CE 4.319 (4.310)] [KD 3.862 (3.793)] 2024-10-16 13:04:45,175 - Train: 24.91% [311600/1251000] [249.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002568] [CE 4.245 (4.309)] [KD 3.882 (3.825)] 2024-10-16 13:04:57,063 - Train: 24.91% [311650/1251000] [249.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002568] [CE 4.172 (4.285)] [KD 3.730 (3.790)] 2024-10-16 13:05:08,921 - Train: 24.92% [311700/1251000] [249.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002568] [CE 4.286 (4.270)] [KD 3.619 (3.801)] 2024-10-16 13:05:21,093 - Train: 24.92% [311750/1251000] [249.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002568] [CE 3.595 (4.380)] [KD 3.456 (3.894)] 2024-10-16 13:05:33,182 - Train: 24.92% [311800/1251000] [249.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002568] [CE 3.972 (4.315)] [KD 3.518 (3.834)] 2024-10-16 13:05:45,221 - Train: 24.93% [311850/1251000] [249.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002567] [CE 4.456 (4.393)] [KD 3.898 (3.827)] 2024-10-16 13:05:57,367 - Train: 24.93% [311900/1251000] [249.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002567] [CE 4.194 (4.388)] [KD 3.856 (3.885)] 2024-10-16 13:06:09,338 - Train: 24.94% [311950/1251000] [249.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002567] [CE 4.008 (4.369)] [KD 3.407 (3.879)] 2024-10-16 13:06:21,488 - Train: 24.94% [312000/1251000] [249.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002567] [CE 4.646 (4.348)] [KD 3.814 (3.813)] 2024-10-16 13:06:33,583 - Train: 24.94% [312050/1251000] [249.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002567] [CE 3.786 (4.264)] [KD 3.595 (3.853)] 2024-10-16 13:06:45,552 - Train: 24.95% [312100/1251000] [249.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002567] [CE 4.788 (4.316)] [KD 4.009 (3.880)] 2024-10-16 13:06:57,615 - Train: 24.95% [312150/1251000] [249.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002567] [CE 4.418 (4.299)] [KD 3.819 (3.840)] 2024-10-16 13:07:09,973 - Train: 24.96% [312200/1251000] [249.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002567] [CE 4.565 (4.314)] [KD 3.794 (3.873)] 2024-10-16 13:07:22,200 - Train: 24.96% [312250/1251000] [249.6/1000.0] [batch_t 0.369 (0.244)] [data_t 0.009] [optim_t 0.361] [lr 0.002566] [CE 3.950 (4.290)] [KD 3.580 (3.871)] 2024-10-16 13:07:34,499 - Train: 24.96% [312300/1251000] [249.6/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.002566] [CE 4.221 (4.344)] [KD 3.637 (3.850)] 2024-10-16 13:07:46,792 - Train: 24.97% [312350/1251000] [249.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002566] [CE 4.154 (4.321)] [KD 3.941 (3.801)] 2024-10-16 13:07:59,204 - Train: 24.97% [312400/1251000] [249.7/1000.0] [batch_t 0.293 (0.248)] [data_t 0.009] [optim_t 0.284] [lr 0.002566] [CE 4.340 (4.314)] [KD 4.218 (3.847)] 2024-10-16 13:08:11,514 - Train: 24.98% [312450/1251000] [249.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002566] [CE 4.203 (4.340)] [KD 3.927 (3.868)] 2024-10-16 13:08:23,704 - Train: 24.98% [312500/1251000] [249.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002566] [CE 3.799 (4.302)] [KD 3.743 (3.851)] 2024-10-16 13:08:35,997 - Train: 24.98% [312550/1251000] [249.8/1000.0] [batch_t 0.368 (0.246)] [data_t 0.009] [optim_t 0.359] [lr 0.002566] [CE 3.837 (4.330)] [KD 3.787 (3.906)] 2024-10-16 13:08:47,974 - Train: 24.99% [312600/1251000] [249.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002565] [CE 4.030 (4.354)] [KD 3.770 (3.938)] 2024-10-16 13:09:00,336 - Train: 24.99% [312650/1251000] [249.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002565] [CE 4.613 (4.338)] [KD 4.030 (3.925)] 2024-10-16 13:09:12,535 - Train: 25.00% [312700/1251000] [250.0/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002565] [CE 3.879 (4.317)] [KD 3.689 (3.883)] 2024-10-16 13:09:24,958 - Train: 25.00% [312750/1251000] [250.0/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.002565] [CE 4.252 (4.357)] [KD 4.000 (3.819)] 2024-10-16 13:09:36,941 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 36984] [top5_cnt 46051] [top_all 50000] 2024-10-16 13:09:36,942 - net: 73.968 (92.102) 2024-10-16 13:09:49,039 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39283] [top5_cnt 47140] [top_all 50000] 2024-10-16 13:09:49,039 - net_E: 78.566 (94.280) 2024-10-16 13:09:49,174 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:09:49,174 - ==> Total time: 21:56:29 Eta: 2 days, 17:49:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:10:05,458 - Train: 25.00% [312800/1251000] [250.0/1000.0] [batch_t 0.233 (0.292)] [data_t 0.009] [optim_t 0.224] [lr 0.002565] [CE 4.354 (4.293)] [KD 3.828 (3.795)] 2024-10-16 13:10:17,760 - Train: 25.01% [312850/1251000] [250.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002565] [CE 4.096 (4.334)] [KD 3.771 (3.875)] 2024-10-16 13:10:29,974 - Train: 25.01% [312900/1251000] [250.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002565] [CE 4.301 (4.303)] [KD 3.829 (3.843)] 2024-10-16 13:10:42,084 - Train: 25.02% [312950/1251000] [250.2/1000.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.002565] [CE 4.512 (4.275)] [KD 4.012 (3.819)] 2024-10-16 13:10:54,553 - Train: 25.02% [313000/1251000] [250.2/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002564] [CE 4.714 (4.316)] [KD 4.180 (3.895)] 2024-10-16 13:11:07,222 - Train: 25.02% [313050/1251000] [250.2/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002564] [CE 4.591 (4.323)] [KD 4.012 (3.788)] 2024-10-16 13:11:19,480 - Train: 25.03% [313100/1251000] [250.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002564] [CE 4.329 (4.296)] [KD 3.653 (3.773)] 2024-10-16 13:11:31,831 - Train: 25.03% [313150/1251000] [250.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002564] [CE 4.225 (4.376)] [KD 3.740 (3.809)] 2024-10-16 13:11:44,285 - Train: 25.04% [313200/1251000] [250.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002564] [CE 4.500 (4.325)] [KD 3.819 (3.806)] 2024-10-16 13:11:56,773 - Train: 25.04% [313250/1251000] [250.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002564] [CE 3.973 (4.346)] [KD 3.805 (3.870)] 2024-10-16 13:12:08,843 - Train: 25.04% [313300/1251000] [250.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002564] [CE 4.018 (4.386)] [KD 3.522 (3.920)] 2024-10-16 13:12:21,209 - Train: 25.05% [313350/1251000] [250.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002563] [CE 3.622 (4.292)] [KD 3.452 (3.813)] 2024-10-16 13:12:33,445 - Train: 25.05% [313400/1251000] [250.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002563] [CE 4.563 (4.324)] [KD 4.215 (3.930)] 2024-10-16 13:12:45,834 - Train: 25.06% [313450/1251000] [250.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002563] [CE 4.730 (4.358)] [KD 3.911 (3.878)] 2024-10-16 13:12:57,878 - Train: 25.06% [313500/1251000] [250.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002563] [CE 4.434 (4.254)] [KD 4.018 (3.893)] 2024-10-16 13:13:10,109 - Train: 25.06% [313550/1251000] [250.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002563] [CE 4.261 (4.329)] [KD 3.896 (3.904)] 2024-10-16 13:13:22,428 - Train: 25.07% [313600/1251000] [250.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002563] [CE 4.306 (4.332)] [KD 4.031 (3.902)] 2024-10-16 13:13:34,851 - Train: 25.07% [313650/1251000] [250.7/1000.0] [batch_t 0.379 (0.248)] [data_t 0.009] [optim_t 0.370] [lr 0.002563] [CE 4.653 (4.381)] [KD 4.197 (3.916)] 2024-10-16 13:13:47,000 - Train: 25.08% [313700/1251000] [250.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002563] [CE 4.603 (4.295)] [KD 4.069 (3.860)] 2024-10-16 13:13:59,341 - Train: 25.08% [313750/1251000] [250.8/1000.0] [batch_t 0.365 (0.247)] [data_t 0.009] [optim_t 0.357] [lr 0.002562] [CE 3.770 (4.343)] [KD 3.773 (3.879)] 2024-10-16 13:14:11,506 - Train: 25.08% [313800/1251000] [250.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002562] [CE 3.993 (4.294)] [KD 3.868 (3.827)] 2024-10-16 13:14:23,660 - Train: 25.09% [313850/1251000] [250.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002562] [CE 4.492 (4.388)] [KD 3.836 (3.909)] 2024-10-16 13:14:36,086 - Train: 25.09% [313900/1251000] [250.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002562] [CE 4.181 (4.378)] [KD 3.971 (3.908)] 2024-10-16 13:14:48,264 - Train: 25.10% [313950/1251000] [251.0/1000.0] [batch_t 0.284 (0.243)] [data_t 0.009] [optim_t 0.276] [lr 0.002562] [CE 4.558 (4.372)] [KD 3.865 (3.889)] 2024-10-16 13:15:00,737 - Train: 25.10% [314000/1251000] [251.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002562] [CE 4.789 (4.378)] [KD 4.051 (3.931)] 2024-10-16 13:15:13,034 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 36901] [top5_cnt 46009] [top_all 50000] 2024-10-16 13:15:13,035 - net: 73.802 (92.018) 2024-10-16 13:15:25,017 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.231)] [top1_cnt 39250] [top5_cnt 47138] [top_all 50000] 2024-10-16 13:15:25,017 - net_E: 78.500 (94.276) 2024-10-16 13:15:25,163 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:15:25,164 - ==> Total time: 22:02:05 Eta: 2 days, 17:45:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:15:41,175 - Train: 25.10% [314050/1251000] [251.0/1000.0] [batch_t 0.233 (0.295)] [data_t 0.009] [optim_t 0.224] [lr 0.002562] [CE 4.466 (4.285)] [KD 3.821 (3.771)] 2024-10-16 13:15:53,315 - Train: 25.11% [314100/1251000] [251.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002561] [CE 4.118 (4.337)] [KD 3.840 (3.842)] 2024-10-16 13:16:05,221 - Train: 25.11% [314150/1251000] [251.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002561] [CE 4.204 (4.367)] [KD 3.775 (3.811)] 2024-10-16 13:16:17,250 - Train: 25.12% [314200/1251000] [251.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002561] [CE 4.577 (4.312)] [KD 3.878 (3.783)] 2024-10-16 13:16:29,289 - Train: 25.12% [314250/1251000] [251.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002561] [CE 4.530 (4.251)] [KD 3.947 (3.828)] 2024-10-16 13:16:41,071 - Train: 25.12% [314300/1251000] [251.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002561] [CE 4.640 (4.352)] [KD 4.230 (3.795)] 2024-10-16 13:16:52,815 - Train: 25.13% [314350/1251000] [251.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002561] [CE 4.120 (4.334)] [KD 3.653 (3.809)] 2024-10-16 13:17:04,927 - Train: 25.13% [314400/1251000] [251.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002561] [CE 4.272 (4.320)] [KD 3.605 (3.783)] 2024-10-16 13:17:17,073 - Train: 25.14% [314450/1251000] [251.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002561] [CE 4.364 (4.335)] [KD 3.578 (3.796)] 2024-10-16 13:17:29,133 - Train: 25.14% [314500/1251000] [251.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002560] [CE 4.239 (4.330)] [KD 3.714 (3.846)] 2024-10-16 13:17:40,988 - Train: 25.14% [314550/1251000] [251.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002560] [CE 4.509 (4.338)] [KD 3.725 (3.849)] 2024-10-16 13:17:52,697 - Train: 25.15% [314600/1251000] [251.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002560] [CE 4.029 (4.358)] [KD 3.640 (3.860)] 2024-10-16 13:18:04,603 - Train: 25.15% [314650/1251000] [251.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002560] [CE 4.633 (4.409)] [KD 3.943 (3.845)] 2024-10-16 13:18:16,650 - Train: 25.16% [314700/1251000] [251.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002560] [CE 4.348 (4.362)] [KD 3.939 (3.880)] 2024-10-16 13:18:28,638 - Train: 25.16% [314750/1251000] [251.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002560] [CE 4.539 (4.401)] [KD 3.864 (3.884)] 2024-10-16 13:18:40,903 - Train: 25.16% [314800/1251000] [251.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002560] [CE 4.136 (4.344)] [KD 3.805 (3.845)] 2024-10-16 13:18:53,166 - Train: 25.17% [314850/1251000] [251.7/1000.0] [batch_t 0.371 (0.245)] [data_t 0.009] [optim_t 0.362] [lr 0.002560] [CE 4.450 (4.383)] [KD 3.876 (3.935)] 2024-10-16 13:19:05,017 - Train: 25.17% [314900/1251000] [251.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002559] [CE 4.485 (4.364)] [KD 3.893 (3.905)] 2024-10-16 13:19:16,815 - Train: 25.18% [314950/1251000] [251.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002559] [CE 4.721 (4.321)] [KD 3.665 (3.851)] 2024-10-16 13:19:28,585 - Train: 25.18% [315000/1251000] [251.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002559] [CE 4.562 (4.341)] [KD 4.030 (3.847)] 2024-10-16 13:19:40,597 - Train: 25.18% [315050/1251000] [251.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002559] [CE 4.448 (4.336)] [KD 3.870 (3.851)] 2024-10-16 13:19:53,081 - Train: 25.19% [315100/1251000] [251.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002559] [CE 4.147 (4.328)] [KD 3.498 (3.782)] 2024-10-16 13:20:05,355 - Train: 25.19% [315150/1251000] [251.9/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.002559] [CE 4.454 (4.318)] [KD 3.926 (3.874)] 2024-10-16 13:20:17,277 - Train: 25.20% [315200/1251000] [252.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002559] [CE 4.630 (4.440)] [KD 4.101 (3.936)] 2024-10-16 13:20:29,202 - Train: 25.20% [315250/1251000] [252.0/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002558] [CE 4.108 (4.319)] [KD 3.776 (3.869)] 2024-10-16 13:20:42,034 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36916] [top5_cnt 46030] [top_all 50000] 2024-10-16 13:20:42,035 - net: 73.832 (92.060) 2024-10-16 13:20:54,199 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 39277] [top5_cnt 47133] [top_all 50000] 2024-10-16 13:20:54,200 - net_E: 78.554 (94.266) 2024-10-16 13:20:54,358 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:20:54,358 - ==> Total time: 22:07:34 Eta: 2 days, 17:40:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:21:09,321 - Train: 25.20% [315300/1251000] [252.0/1000.0] [batch_t 0.233 (0.282)] [data_t 0.009] [optim_t 0.224] [lr 0.002558] [CE 3.689 (4.392)] [KD 3.494 (3.865)] 2024-10-16 13:21:22,021 - Train: 25.21% [315350/1251000] [252.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002558] [CE 5.029 (4.310)] [KD 4.218 (3.863)] 2024-10-16 13:21:33,975 - Train: 25.21% [315400/1251000] [252.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002558] [CE 4.669 (4.389)] [KD 4.056 (3.860)] 2024-10-16 13:21:46,081 - Train: 25.22% [315450/1251000] [252.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002558] [CE 4.312 (4.315)] [KD 3.732 (3.814)] 2024-10-16 13:21:57,959 - Train: 25.22% [315500/1251000] [252.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002558] [CE 3.957 (4.350)] [KD 3.644 (3.810)] 2024-10-16 13:22:10,385 - Train: 25.22% [315550/1251000] [252.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002558] [CE 4.049 (4.343)] [KD 3.876 (3.828)] 2024-10-16 13:22:22,281 - Train: 25.23% [315600/1251000] [252.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002558] [CE 4.411 (4.264)] [KD 3.681 (3.788)] 2024-10-16 13:22:34,211 - Train: 25.23% [315650/1251000] [252.3/1000.0] [batch_t 0.375 (0.239)] [data_t 0.009] [optim_t 0.366] [lr 0.002557] [CE 3.853 (4.382)] [KD 3.717 (3.905)] 2024-10-16 13:22:45,974 - Train: 25.24% [315700/1251000] [252.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002557] [CE 4.290 (4.361)] [KD 3.778 (3.877)] 2024-10-16 13:22:58,506 - Train: 25.24% [315750/1251000] [252.4/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002557] [CE 4.517 (4.358)] [KD 3.731 (3.867)] 2024-10-16 13:23:10,504 - Train: 25.24% [315800/1251000] [252.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002557] [CE 4.512 (4.350)] [KD 4.094 (3.815)] 2024-10-16 13:23:22,270 - Train: 25.25% [315850/1251000] [252.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002557] [CE 4.492 (4.300)] [KD 4.148 (3.821)] 2024-10-16 13:23:34,223 - Train: 25.25% [315900/1251000] [252.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002557] [CE 4.861 (4.361)] [KD 4.378 (3.857)] 2024-10-16 13:23:46,691 - Train: 25.26% [315950/1251000] [252.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002557] [CE 4.557 (4.341)] [KD 3.804 (3.894)] 2024-10-16 13:23:58,635 - Train: 25.26% [316000/1251000] [252.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002556] [CE 4.648 (4.439)] [KD 3.782 (3.917)] 2024-10-16 13:24:10,600 - Train: 25.26% [316050/1251000] [252.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002556] [CE 4.040 (4.294)] [KD 3.597 (3.843)] 2024-10-16 13:24:22,640 - Train: 25.27% [316100/1251000] [252.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002556] [CE 4.326 (4.270)] [KD 3.764 (3.817)] 2024-10-16 13:24:35,106 - Train: 25.27% [316150/1251000] [252.7/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002556] [CE 4.428 (4.348)] [KD 3.982 (3.900)] 2024-10-16 13:24:47,077 - Train: 25.28% [316200/1251000] [252.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002556] [CE 4.564 (4.344)] [KD 4.010 (3.827)] 2024-10-16 13:24:58,981 - Train: 25.28% [316250/1251000] [252.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002556] [CE 4.418 (4.369)] [KD 3.818 (3.794)] 2024-10-16 13:25:10,946 - Train: 25.28% [316300/1251000] [252.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002556] [CE 4.144 (4.347)] [KD 3.964 (3.877)] 2024-10-16 13:25:23,607 - Train: 25.29% [316350/1251000] [252.9/1000.0] [batch_t 0.385 (0.253)] [data_t 0.009] [optim_t 0.376] [lr 0.002556] [CE 4.132 (4.320)] [KD 3.816 (3.856)] 2024-10-16 13:25:35,649 - Train: 25.29% [316400/1251000] [252.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002555] [CE 4.424 (4.349)] [KD 3.648 (3.848)] 2024-10-16 13:25:47,485 - Train: 25.30% [316450/1251000] [253.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002555] [CE 4.247 (4.319)] [KD 3.931 (3.866)] 2024-10-16 13:25:59,412 - Train: 25.30% [316500/1251000] [253.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002555] [CE 4.030 (4.331)] [KD 3.839 (3.885)] 2024-10-16 13:26:12,058 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 36723] [top5_cnt 45860] [top_all 50000] 2024-10-16 13:26:12,058 - net: 73.446 (91.720) 2024-10-16 13:26:24,227 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 39239] [top5_cnt 47143] [top_all 50000] 2024-10-16 13:26:24,227 - net_E: 78.478 (94.286) 2024-10-16 13:26:24,392 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:26:24,392 - ==> Total time: 22:13:05 Eta: 2 days, 17:36:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:26:39,818 - Train: 25.30% [316550/1251000] [253.0/1000.0] [batch_t 0.234 (0.300)] [data_t 0.009] [optim_t 0.225] [lr 0.002555] [CE 4.399 (4.359)] [KD 3.716 (3.827)] 2024-10-16 13:26:52,024 - Train: 25.31% [316600/1251000] [253.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002555] [CE 4.460 (4.387)] [KD 3.768 (3.882)] 2024-10-16 13:27:03,965 - Train: 25.31% [316650/1251000] [253.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002555] [CE 4.326 (4.357)] [KD 4.026 (3.865)] 2024-10-16 13:27:15,990 - Train: 25.32% [316700/1251000] [253.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002555] [CE 4.298 (4.285)] [KD 4.091 (3.753)] 2024-10-16 13:27:27,797 - Train: 25.32% [316750/1251000] [253.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002554] [CE 4.650 (4.341)] [KD 3.914 (3.787)] 2024-10-16 13:27:39,509 - Train: 25.32% [316800/1251000] [253.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002554] [CE 4.644 (4.305)] [KD 4.060 (3.902)] 2024-10-16 13:27:51,626 - Train: 25.33% [316850/1251000] [253.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002554] [CE 4.636 (4.397)] [KD 3.993 (3.907)] 2024-10-16 13:28:03,894 - Train: 25.33% [316900/1251000] [253.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002554] [CE 4.164 (4.340)] [KD 3.662 (3.847)] 2024-10-16 13:28:15,953 - Train: 25.34% [316950/1251000] [253.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002554] [CE 4.523 (4.409)] [KD 3.793 (3.849)] 2024-10-16 13:28:27,774 - Train: 25.34% [317000/1251000] [253.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002554] [CE 3.801 (4.290)] [KD 3.550 (3.815)] 2024-10-16 13:28:39,598 - Train: 25.34% [317050/1251000] [253.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002554] [CE 4.486 (4.444)] [KD 4.057 (3.916)] 2024-10-16 13:28:51,644 - Train: 25.35% [317100/1251000] [253.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002554] [CE 4.514 (4.279)] [KD 4.044 (3.824)] 2024-10-16 13:29:03,542 - Train: 25.35% [317150/1251000] [253.5/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002553] [CE 4.557 (4.396)] [KD 3.917 (3.923)] 2024-10-16 13:29:15,760 - Train: 25.36% [317200/1251000] [253.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002553] [CE 4.741 (4.350)] [KD 3.979 (3.853)] 2024-10-16 13:29:27,899 - Train: 25.36% [317250/1251000] [253.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002553] [CE 3.936 (4.390)] [KD 3.451 (3.891)] 2024-10-16 13:29:40,156 - Train: 25.36% [317300/1251000] [253.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002553] [CE 4.165 (4.379)] [KD 3.824 (3.877)] 2024-10-16 13:29:52,202 - Train: 25.37% [317350/1251000] [253.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002553] [CE 4.164 (4.380)] [KD 3.771 (3.859)] 2024-10-16 13:30:04,075 - Train: 25.37% [317400/1251000] [253.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002553] [CE 3.787 (4.299)] [KD 3.620 (3.763)] 2024-10-16 13:30:15,948 - Train: 25.38% [317450/1251000] [253.8/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002553] [CE 4.111 (4.324)] [KD 3.726 (3.843)] 2024-10-16 13:30:28,210 - Train: 25.38% [317500/1251000] [253.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002552] [CE 4.161 (4.384)] [KD 3.637 (3.895)] 2024-10-16 13:30:40,302 - Train: 25.38% [317550/1251000] [253.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002552] [CE 3.874 (4.341)] [KD 3.602 (3.858)] 2024-10-16 13:30:52,437 - Train: 25.39% [317600/1251000] [253.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002552] [CE 4.262 (4.321)] [KD 3.976 (3.864)] 2024-10-16 13:31:04,399 - Train: 25.39% [317650/1251000] [253.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002552] [CE 4.452 (4.372)] [KD 3.792 (3.889)] 2024-10-16 13:31:16,471 - Train: 25.40% [317700/1251000] [254.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002552] [CE 4.153 (4.336)] [KD 3.356 (3.878)] 2024-10-16 13:31:28,278 - Train: 25.40% [317750/1251000] [254.0/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.002552] [CE 4.612 (4.292)] [KD 3.685 (3.792)] 2024-10-16 13:31:41,841 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.247)] [top1_cnt 36931] [top5_cnt 45978] [top_all 50000] 2024-10-16 13:31:41,841 - net: 73.862 (91.956) 2024-10-16 13:31:54,249 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39298] [top5_cnt 47134] [top_all 50000] 2024-10-16 13:31:54,250 - net_E: 78.596 (94.268) 2024-10-16 13:31:54,401 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:31:54,402 - ==> Total time: 22:18:35 Eta: 2 days, 17:31:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:32:08,721 - Train: 25.40% [317800/1251000] [254.0/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.002552] [CE 4.143 (4.311)] [KD 3.961 (3.847)] 2024-10-16 13:32:21,644 - Train: 25.41% [317850/1251000] [254.1/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.002552] [CE 4.554 (4.386)] [KD 3.983 (3.884)] 2024-10-16 13:32:33,599 - Train: 25.41% [317900/1251000] [254.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002551] [CE 4.205 (4.284)] [KD 3.604 (3.756)] 2024-10-16 13:32:45,463 - Train: 25.42% [317950/1251000] [254.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002551] [CE 4.049 (4.348)] [KD 3.638 (3.852)] 2024-10-16 13:32:57,304 - Train: 25.42% [318000/1251000] [254.2/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.002551] [CE 4.448 (4.301)] [KD 3.912 (3.818)] 2024-10-16 13:33:09,443 - Train: 25.42% [318050/1251000] [254.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002551] [CE 4.258 (4.403)] [KD 3.792 (3.909)] 2024-10-16 13:33:21,745 - Train: 25.43% [318100/1251000] [254.3/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002551] [CE 4.582 (4.364)] [KD 4.038 (3.847)] 2024-10-16 13:33:33,723 - Train: 25.43% [318150/1251000] [254.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002551] [CE 4.151 (4.327)] [KD 3.538 (3.864)] 2024-10-16 13:33:45,666 - Train: 25.44% [318200/1251000] [254.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002551] [CE 4.183 (4.307)] [KD 3.716 (3.808)] 2024-10-16 13:33:57,838 - Train: 25.44% [318250/1251000] [254.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002550] [CE 4.428 (4.336)] [KD 4.070 (3.803)] 2024-10-16 13:34:09,831 - Train: 25.44% [318300/1251000] [254.4/1000.0] [batch_t 0.312 (0.240)] [data_t 0.009] [optim_t 0.303] [lr 0.002550] [CE 4.477 (4.338)] [KD 3.768 (3.879)] 2024-10-16 13:34:21,723 - Train: 25.45% [318350/1251000] [254.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002550] [CE 4.712 (4.313)] [KD 4.213 (3.852)] 2024-10-16 13:34:33,800 - Train: 25.45% [318400/1251000] [254.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002550] [CE 4.607 (4.320)] [KD 4.092 (3.871)] 2024-10-16 13:34:46,013 - Train: 25.46% [318450/1251000] [254.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002550] [CE 4.852 (4.358)] [KD 4.019 (3.890)] 2024-10-16 13:34:58,018 - Train: 25.46% [318500/1251000] [254.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002550] [CE 4.537 (4.279)] [KD 3.750 (3.791)] 2024-10-16 13:35:10,095 - Train: 25.46% [318550/1251000] [254.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002550] [CE 4.453 (4.458)] [KD 4.116 (3.908)] 2024-10-16 13:35:21,902 - Train: 25.47% [318600/1251000] [254.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002550] [CE 4.282 (4.376)] [KD 3.997 (3.869)] 2024-10-16 13:35:34,068 - Train: 25.47% [318650/1251000] [254.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002549] [CE 4.075 (4.352)] [KD 3.696 (3.871)] 2024-10-16 13:35:46,207 - Train: 25.48% [318700/1251000] [254.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002549] [CE 4.601 (4.341)] [KD 3.802 (3.846)] 2024-10-16 13:35:58,117 - Train: 25.48% [318750/1251000] [254.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002549] [CE 4.208 (4.397)] [KD 3.719 (3.863)] 2024-10-16 13:36:09,931 - Train: 25.48% [318800/1251000] [254.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002549] [CE 4.531 (4.358)] [KD 3.924 (3.918)] 2024-10-16 13:36:22,172 - Train: 25.49% [318850/1251000] [254.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002549] [CE 4.230 (4.355)] [KD 3.895 (3.811)] 2024-10-16 13:36:34,011 - Train: 25.49% [318900/1251000] [254.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002549] [CE 4.321 (4.319)] [KD 3.933 (3.839)] 2024-10-16 13:36:45,898 - Train: 25.50% [318950/1251000] [255.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002549] [CE 4.356 (4.338)] [KD 3.826 (3.872)] 2024-10-16 13:36:58,023 - Train: 25.50% [319000/1251000] [255.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002548] [CE 4.432 (4.325)] [KD 3.957 (3.850)] 2024-10-16 13:37:11,938 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 36950] [top5_cnt 46005] [top_all 50000] 2024-10-16 13:37:11,938 - net: 73.900 (92.010) 2024-10-16 13:37:24,905 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 39266] [top5_cnt 47149] [top_all 50000] 2024-10-16 13:37:24,905 - net_E: 78.532 (94.298) 2024-10-16 13:37:25,053 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:37:25,053 - ==> Total time: 22:24:05 Eta: 2 days, 17:26:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:37:41,448 - Train: 25.50% [319050/1251000] [255.0/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.002548] [CE 4.645 (4.302)] [KD 4.029 (3.801)] 2024-10-16 13:37:53,675 - Train: 25.51% [319100/1251000] [255.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002548] [CE 4.273 (4.348)] [KD 3.825 (3.824)] 2024-10-16 13:38:05,609 - Train: 25.51% [319150/1251000] [255.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002548] [CE 4.041 (4.318)] [KD 3.834 (3.823)] 2024-10-16 13:38:17,672 - Train: 25.52% [319200/1251000] [255.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002548] [CE 4.199 (4.386)] [KD 3.903 (3.783)] 2024-10-16 13:38:29,621 - Train: 25.52% [319250/1251000] [255.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002548] [CE 4.002 (4.348)] [KD 3.245 (3.847)] 2024-10-16 13:38:42,066 - Train: 25.52% [319300/1251000] [255.2/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002548] [CE 4.147 (4.281)] [KD 3.648 (3.817)] 2024-10-16 13:38:53,865 - Train: 25.53% [319350/1251000] [255.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002548] [CE 4.202 (4.349)] [KD 3.974 (3.871)] 2024-10-16 13:39:06,159 - Train: 25.53% [319400/1251000] [255.3/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002547] [CE 4.036 (4.373)] [KD 3.610 (3.890)] 2024-10-16 13:39:18,173 - Train: 25.54% [319450/1251000] [255.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002547] [CE 4.097 (4.315)] [KD 3.504 (3.802)] 2024-10-16 13:39:30,297 - Train: 25.54% [319500/1251000] [255.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002547] [CE 4.389 (4.371)] [KD 3.790 (3.858)] 2024-10-16 13:39:42,249 - Train: 25.54% [319550/1251000] [255.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002547] [CE 4.599 (4.402)] [KD 3.738 (3.943)] 2024-10-16 13:39:54,417 - Train: 25.55% [319600/1251000] [255.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002547] [CE 3.775 (4.300)] [KD 3.844 (3.807)] 2024-10-16 13:40:06,449 - Train: 25.55% [319650/1251000] [255.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002547] [CE 3.922 (4.347)] [KD 3.639 (3.860)] 2024-10-16 13:40:18,692 - Train: 25.56% [319700/1251000] [255.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002547] [CE 4.121 (4.379)] [KD 3.721 (3.866)] 2024-10-16 13:40:30,877 - Train: 25.56% [319750/1251000] [255.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002546] [CE 4.319 (4.327)] [KD 4.122 (3.853)] 2024-10-16 13:40:42,787 - Train: 25.56% [319800/1251000] [255.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002546] [CE 4.247 (4.359)] [KD 3.925 (3.828)] 2024-10-16 13:40:54,853 - Train: 25.57% [319850/1251000] [255.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002546] [CE 4.633 (4.313)] [KD 3.859 (3.885)] 2024-10-16 13:41:07,161 - Train: 25.57% [319900/1251000] [255.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002546] [CE 4.485 (4.411)] [KD 4.073 (3.957)] 2024-10-16 13:41:19,158 - Train: 25.58% [319950/1251000] [255.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002546] [CE 3.761 (4.297)] [KD 3.606 (3.870)] 2024-10-16 13:41:31,129 - Train: 25.58% [320000/1251000] [255.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002546] [CE 4.431 (4.381)] [KD 3.838 (3.841)] 2024-10-16 13:41:43,384 - Train: 25.58% [320050/1251000] [255.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002546] [CE 4.458 (4.320)] [KD 4.004 (3.869)] 2024-10-16 13:41:55,563 - Train: 25.59% [320100/1251000] [255.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002545] [CE 3.920 (4.365)] [KD 3.614 (3.817)] 2024-10-16 13:42:07,783 - Train: 25.59% [320150/1251000] [255.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002545] [CE 4.569 (4.403)] [KD 4.271 (3.936)] 2024-10-16 13:42:19,822 - Train: 25.60% [320200/1251000] [256.0/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002545] [CE 4.049 (4.320)] [KD 3.852 (3.841)] 2024-10-16 13:42:31,829 - Train: 25.60% [320250/1251000] [256.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002545] [CE 3.786 (4.313)] [KD 3.593 (3.858)] 2024-10-16 13:42:45,590 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 36691] [top5_cnt 45819] [top_all 50000] 2024-10-16 13:42:45,591 - net: 73.382 (91.638) 2024-10-16 13:42:57,626 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 39276] [top5_cnt 47150] [top_all 50000] 2024-10-16 13:42:57,626 - net_E: 78.552 (94.300) 2024-10-16 13:42:57,788 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:42:57,788 - ==> Total time: 22:29:38 Eta: 2 days, 17:22:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:43:12,140 - Train: 25.60% [320300/1251000] [256.0/1000.0] [batch_t 0.235 (0.296)] [data_t 0.009] [optim_t 0.227] [lr 0.002545] [CE 3.874 (4.336)] [KD 3.644 (3.839)] 2024-10-16 13:43:24,818 - Train: 25.61% [320350/1251000] [256.1/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002545] [CE 4.132 (4.243)] [KD 3.811 (3.834)] 2024-10-16 13:43:37,009 - Train: 25.61% [320400/1251000] [256.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002545] [CE 4.321 (4.350)] [KD 3.751 (3.847)] 2024-10-16 13:43:48,910 - Train: 25.62% [320450/1251000] [256.2/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002545] [CE 4.214 (4.290)] [KD 3.846 (3.848)] 2024-10-16 13:44:01,008 - Train: 25.62% [320500/1251000] [256.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002544] [CE 3.888 (4.291)] [KD 3.649 (3.777)] 2024-10-16 13:44:13,066 - Train: 25.62% [320550/1251000] [256.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002544] [CE 4.201 (4.365)] [KD 3.487 (3.802)] 2024-10-16 13:44:25,155 - Train: 25.63% [320600/1251000] [256.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002544] [CE 4.016 (4.290)] [KD 3.806 (3.785)] 2024-10-16 13:44:37,071 - Train: 25.63% [320650/1251000] [256.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002544] [CE 4.757 (4.368)] [KD 4.013 (3.812)] 2024-10-16 13:44:49,232 - Train: 25.64% [320700/1251000] [256.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002544] [CE 4.806 (4.334)] [KD 3.912 (3.799)] 2024-10-16 13:45:01,270 - Train: 25.64% [320750/1251000] [256.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002544] [CE 4.804 (4.387)] [KD 4.337 (3.844)] 2024-10-16 13:45:13,327 - Train: 25.64% [320800/1251000] [256.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002544] [CE 4.146 (4.368)] [KD 3.723 (3.884)] 2024-10-16 13:45:25,218 - Train: 25.65% [320850/1251000] [256.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002543] [CE 4.299 (4.282)] [KD 3.765 (3.824)] 2024-10-16 13:45:37,142 - Train: 25.65% [320900/1251000] [256.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002543] [CE 3.952 (4.312)] [KD 3.912 (3.855)] 2024-10-16 13:45:49,319 - Train: 25.66% [320950/1251000] [256.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002543] [CE 4.441 (4.372)] [KD 3.981 (3.865)] 2024-10-16 13:46:01,800 - Train: 25.66% [321000/1251000] [256.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002543] [CE 4.513 (4.331)] [KD 3.895 (3.869)] 2024-10-16 13:46:13,604 - Train: 25.66% [321050/1251000] [256.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002543] [CE 3.984 (4.412)] [KD 3.659 (3.926)] 2024-10-16 13:46:25,583 - Train: 25.67% [321100/1251000] [256.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002543] [CE 4.168 (4.383)] [KD 3.869 (3.851)] 2024-10-16 13:46:37,778 - Train: 25.67% [321150/1251000] [256.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002543] [CE 4.680 (4.373)] [KD 4.149 (3.897)] 2024-10-16 13:46:49,854 - Train: 25.68% [321200/1251000] [256.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002543] [CE 4.370 (4.339)] [KD 3.971 (3.856)] 2024-10-16 13:47:01,983 - Train: 25.68% [321250/1251000] [256.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002542] [CE 4.660 (4.346)] [KD 3.928 (3.816)] 2024-10-16 13:47:14,131 - Train: 25.68% [321300/1251000] [256.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002542] [CE 4.431 (4.314)] [KD 3.964 (3.792)] 2024-10-16 13:47:26,649 - Train: 25.69% [321350/1251000] [256.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002542] [CE 4.356 (4.316)] [KD 3.872 (3.850)] 2024-10-16 13:47:38,826 - Train: 25.69% [321400/1251000] [256.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002542] [CE 4.030 (4.297)] [KD 3.737 (3.820)] 2024-10-16 13:47:50,975 - Train: 25.70% [321450/1251000] [257.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002542] [CE 4.804 (4.407)] [KD 3.850 (3.792)] 2024-10-16 13:48:03,241 - Train: 25.70% [321500/1251000] [257.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002542] [CE 4.567 (4.409)] [KD 3.901 (3.885)] 2024-10-16 13:48:17,201 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 36786] [top5_cnt 45958] [top_all 50000] 2024-10-16 13:48:17,201 - net: 73.572 (91.916) 2024-10-16 13:48:29,672 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39307] [top5_cnt 47152] [top_all 50000] 2024-10-16 13:48:29,673 - net_E: 78.614 (94.304) 2024-10-16 13:48:29,840 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:48:29,840 - ==> Total time: 22:35:10 Eta: 2 days, 17:17:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:48:44,233 - Train: 25.70% [321550/1251000] [257.0/1000.0] [batch_t 0.237 (0.304)] [data_t 0.009] [optim_t 0.228] [lr 0.002542] [CE 4.322 (4.284)] [KD 3.994 (3.842)] 2024-10-16 13:48:56,133 - Train: 25.71% [321600/1251000] [257.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002541] [CE 4.541 (4.326)] [KD 3.874 (3.826)] 2024-10-16 13:49:08,683 - Train: 25.71% [321650/1251000] [257.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002541] [CE 4.580 (4.375)] [KD 4.259 (3.862)] 2024-10-16 13:49:20,751 - Train: 25.72% [321700/1251000] [257.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002541] [CE 4.078 (4.418)] [KD 3.749 (3.862)] 2024-10-16 13:49:32,555 - Train: 25.72% [321750/1251000] [257.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002541] [CE 4.310 (4.356)] [KD 3.840 (3.808)] 2024-10-16 13:49:44,498 - Train: 25.72% [321800/1251000] [257.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002541] [CE 4.378 (4.344)] [KD 4.117 (3.801)] 2024-10-16 13:49:56,630 - Train: 25.73% [321850/1251000] [257.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002541] [CE 4.209 (4.339)] [KD 3.731 (3.814)] 2024-10-16 13:50:09,018 - Train: 25.73% [321900/1251000] [257.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002541] [CE 4.054 (4.318)] [KD 3.758 (3.885)] 2024-10-16 13:50:21,356 - Train: 25.74% [321950/1251000] [257.4/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.002541] [CE 4.460 (4.322)] [KD 3.851 (3.831)] 2024-10-16 13:50:33,815 - Train: 25.74% [322000/1251000] [257.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002540] [CE 4.399 (4.306)] [KD 3.613 (3.823)] 2024-10-16 13:50:46,063 - Train: 25.74% [322050/1251000] [257.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002540] [CE 4.530 (4.379)] [KD 3.950 (3.866)] 2024-10-16 13:50:58,384 - Train: 25.75% [322100/1251000] [257.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002540] [CE 4.577 (4.356)] [KD 4.056 (3.879)] 2024-10-16 13:51:10,715 - Train: 25.75% [322150/1251000] [257.5/1000.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.252] [lr 0.002540] [CE 4.459 (4.259)] [KD 3.877 (3.788)] 2024-10-16 13:51:23,232 - Train: 25.76% [322200/1251000] [257.6/1000.0] [batch_t 0.246 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.002540] [CE 4.220 (4.353)] [KD 3.818 (3.831)] 2024-10-16 13:51:35,374 - Train: 25.76% [322250/1251000] [257.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002540] [CE 3.892 (4.361)] [KD 3.540 (3.847)] 2024-10-16 13:51:48,006 - Train: 25.76% [322300/1251000] [257.6/1000.0] [batch_t 0.242 (0.253)] [data_t 0.009] [optim_t 0.233] [lr 0.002540] [CE 4.085 (4.358)] [KD 3.688 (3.863)] 2024-10-16 13:51:59,918 - Train: 25.77% [322350/1251000] [257.7/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002539] [CE 4.779 (4.345)] [KD 3.910 (3.847)] 2024-10-16 13:52:12,281 - Train: 25.77% [322400/1251000] [257.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002539] [CE 4.404 (4.332)] [KD 3.930 (3.823)] 2024-10-16 13:52:24,420 - Train: 25.78% [322450/1251000] [257.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002539] [CE 3.682 (4.296)] [KD 3.467 (3.860)] 2024-10-16 13:52:36,663 - Train: 25.78% [322500/1251000] [257.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002539] [CE 4.636 (4.315)] [KD 3.940 (3.767)] 2024-10-16 13:52:48,863 - Train: 25.78% [322550/1251000] [257.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002539] [CE 4.675 (4.341)] [KD 4.098 (3.861)] 2024-10-16 13:53:01,595 - Train: 25.79% [322600/1251000] [257.9/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.002539] [CE 4.114 (4.314)] [KD 3.717 (3.805)] 2024-10-16 13:53:13,804 - Train: 25.79% [322650/1251000] [257.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002539] [CE 4.170 (4.324)] [KD 3.621 (3.842)] 2024-10-16 13:53:26,254 - Train: 25.80% [322700/1251000] [258.0/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002538] [CE 3.800 (4.379)] [KD 3.685 (3.832)] 2024-10-16 13:53:38,621 - Train: 25.80% [322750/1251000] [258.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002538] [CE 4.413 (4.406)] [KD 4.008 (3.919)] 2024-10-16 13:53:52,616 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36890] [top5_cnt 46000] [top_all 50000] 2024-10-16 13:53:52,616 - net: 73.780 (92.000) 2024-10-16 13:54:05,062 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39276] [top5_cnt 47156] [top_all 50000] 2024-10-16 13:54:05,063 - net_E: 78.552 (94.312) 2024-10-16 13:54:05,207 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:54:05,207 - ==> Total time: 22:40:45 Eta: 2 days, 17:13:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:54:20,163 - Train: 25.80% [322800/1251000] [258.0/1000.0] [batch_t 0.242 (0.288)] [data_t 0.009] [optim_t 0.233] [lr 0.002538] [CE 4.057 (4.365)] [KD 3.775 (3.833)] 2024-10-16 13:54:32,748 - Train: 25.81% [322850/1251000] [258.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002538] [CE 4.110 (4.398)] [KD 3.794 (3.808)] 2024-10-16 13:54:45,109 - Train: 25.81% [322900/1251000] [258.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002538] [CE 4.643 (4.326)] [KD 3.981 (3.809)] 2024-10-16 13:54:57,002 - Train: 25.82% [322950/1251000] [258.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002538] [CE 4.224 (4.342)] [KD 3.742 (3.843)] 2024-10-16 13:55:08,872 - Train: 25.82% [323000/1251000] [258.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002538] [CE 4.363 (4.323)] [KD 3.822 (3.848)] 2024-10-16 13:55:21,205 - Train: 25.82% [323050/1251000] [258.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002538] [CE 4.020 (4.319)] [KD 3.921 (3.784)] 2024-10-16 13:55:33,545 - Train: 25.83% [323100/1251000] [258.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002537] [CE 4.766 (4.332)] [KD 3.969 (3.818)] 2024-10-16 13:55:45,485 - Train: 25.83% [323150/1251000] [258.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002537] [CE 4.068 (4.327)] [KD 3.854 (3.830)] 2024-10-16 13:55:57,265 - Train: 25.84% [323200/1251000] [258.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002537] [CE 3.845 (4.306)] [KD 3.718 (3.815)] 2024-10-16 13:56:09,623 - Train: 25.84% [323250/1251000] [258.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002537] [CE 4.340 (4.336)] [KD 3.859 (3.849)] 2024-10-16 13:56:21,937 - Train: 25.84% [323300/1251000] [258.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002537] [CE 3.744 (4.273)] [KD 3.355 (3.801)] 2024-10-16 13:56:33,780 - Train: 25.85% [323350/1251000] [258.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002537] [CE 4.585 (4.349)] [KD 3.709 (3.772)] 2024-10-16 13:56:45,689 - Train: 25.85% [323400/1251000] [258.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002537] [CE 3.754 (4.367)] [KD 3.481 (3.867)] 2024-10-16 13:56:58,002 - Train: 25.86% [323450/1251000] [258.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002536] [CE 4.045 (4.270)] [KD 3.686 (3.830)] 2024-10-16 13:57:10,440 - Train: 25.86% [323500/1251000] [258.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002536] [CE 4.514 (4.381)] [KD 3.798 (3.929)] 2024-10-16 13:57:22,400 - Train: 25.86% [323550/1251000] [258.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002536] [CE 4.832 (4.326)] [KD 3.839 (3.796)] 2024-10-16 13:57:34,333 - Train: 25.87% [323600/1251000] [258.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002536] [CE 4.234 (4.330)] [KD 3.792 (3.846)] 2024-10-16 13:57:46,691 - Train: 25.87% [323650/1251000] [258.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002536] [CE 4.912 (4.375)] [KD 4.262 (3.884)] 2024-10-16 13:57:58,970 - Train: 25.88% [323700/1251000] [258.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002536] [CE 4.013 (4.297)] [KD 3.750 (3.802)] 2024-10-16 13:58:10,913 - Train: 25.88% [323750/1251000] [258.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002536] [CE 4.616 (4.322)] [KD 3.837 (3.833)] 2024-10-16 13:58:22,877 - Train: 25.88% [323800/1251000] [258.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002536] [CE 4.802 (4.346)] [KD 3.950 (3.896)] 2024-10-16 13:58:35,171 - Train: 25.89% [323850/1251000] [258.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002535] [CE 4.162 (4.322)] [KD 3.556 (3.770)] 2024-10-16 13:58:47,571 - Train: 25.89% [323900/1251000] [258.9/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002535] [CE 4.385 (4.304)] [KD 3.830 (3.854)] 2024-10-16 13:58:59,407 - Train: 25.90% [323950/1251000] [259.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002535] [CE 4.298 (4.386)] [KD 3.870 (3.910)] 2024-10-16 13:59:11,266 - Train: 25.90% [324000/1251000] [259.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002535] [CE 3.934 (4.409)] [KD 3.678 (3.870)] 2024-10-16 13:59:25,397 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 36911] [top5_cnt 46030] [top_all 50000] 2024-10-16 13:59:25,398 - net: 73.822 (92.060) 2024-10-16 13:59:37,545 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39287] [top5_cnt 47130] [top_all 50000] 2024-10-16 13:59:37,546 - net_E: 78.574 (94.260) 2024-10-16 13:59:37,677 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 13:59:37,677 - ==> Total time: 22:46:18 Eta: 2 days, 17:09:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 13:59:51,567 - Train: 25.90% [324050/1251000] [259.0/1000.0] [batch_t 0.232 (0.306)] [data_t 0.009] [optim_t 0.223] [lr 0.002535] [CE 4.666 (4.254)] [KD 3.848 (3.755)] 2024-10-16 14:00:03,642 - Train: 25.91% [324100/1251000] [259.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002535] [CE 4.205 (4.305)] [KD 3.823 (3.784)] 2024-10-16 14:00:15,780 - Train: 25.91% [324150/1251000] [259.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002535] [CE 4.851 (4.365)] [KD 4.029 (3.813)] 2024-10-16 14:00:27,579 - Train: 25.92% [324200/1251000] [259.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002534] [CE 4.175 (4.302)] [KD 3.848 (3.844)] 2024-10-16 14:00:39,446 - Train: 25.92% [324250/1251000] [259.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002534] [CE 4.534 (4.357)] [KD 3.894 (3.799)] 2024-10-16 14:00:51,545 - Train: 25.92% [324300/1251000] [259.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002534] [CE 4.433 (4.321)] [KD 3.761 (3.779)] 2024-10-16 14:01:03,714 - Train: 25.93% [324350/1251000] [259.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002534] [CE 4.629 (4.402)] [KD 4.143 (3.796)] 2024-10-16 14:01:15,607 - Train: 25.93% [324400/1251000] [259.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002534] [CE 4.264 (4.344)] [KD 3.911 (3.820)] 2024-10-16 14:01:27,742 - Train: 25.94% [324450/1251000] [259.4/1000.0] [batch_t 0.430 (0.243)] [data_t 0.009] [optim_t 0.421] [lr 0.002534] [CE 4.092 (4.300)] [KD 4.164 (3.853)] 2024-10-16 14:01:39,665 - Train: 25.94% [324500/1251000] [259.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002534] [CE 4.441 (4.396)] [KD 3.999 (3.887)] 2024-10-16 14:01:51,526 - Train: 25.94% [324550/1251000] [259.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002533] [CE 4.373 (4.379)] [KD 3.876 (3.866)] 2024-10-16 14:02:03,619 - Train: 25.95% [324600/1251000] [259.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002533] [CE 4.398 (4.431)] [KD 4.066 (3.861)] 2024-10-16 14:02:15,364 - Train: 25.95% [324650/1251000] [259.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002533] [CE 4.416 (4.356)] [KD 3.884 (3.802)] 2024-10-16 14:02:27,613 - Train: 25.96% [324700/1251000] [259.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002533] [CE 3.921 (4.335)] [KD 3.622 (3.830)] 2024-10-16 14:02:39,375 - Train: 25.96% [324750/1251000] [259.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002533] [CE 4.503 (4.334)] [KD 3.883 (3.817)] 2024-10-16 14:02:51,553 - Train: 25.96% [324800/1251000] [259.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002533] [CE 3.714 (4.299)] [KD 3.504 (3.804)] 2024-10-16 14:03:03,606 - Train: 25.97% [324850/1251000] [259.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002533] [CE 4.320 (4.391)] [KD 4.026 (3.887)] 2024-10-16 14:03:15,647 - Train: 25.97% [324900/1251000] [259.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002533] [CE 4.486 (4.348)] [KD 3.998 (3.879)] 2024-10-16 14:03:27,423 - Train: 25.98% [324950/1251000] [259.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002532] [CE 4.222 (4.380)] [KD 3.575 (3.858)] 2024-10-16 14:03:39,407 - Train: 25.98% [325000/1251000] [259.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002532] [CE 4.122 (4.393)] [KD 3.373 (3.819)] 2024-10-16 14:03:51,316 - Train: 25.98% [325050/1251000] [259.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002532] [CE 4.354 (4.368)] [KD 4.087 (3.846)] 2024-10-16 14:04:03,250 - Train: 25.99% [325100/1251000] [259.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002532] [CE 3.808 (4.359)] [KD 3.547 (3.869)] 2024-10-16 14:04:15,594 - Train: 25.99% [325150/1251000] [259.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002532] [CE 4.233 (4.401)] [KD 4.002 (3.954)] 2024-10-16 14:04:27,608 - Train: 26.00% [325200/1251000] [260.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002532] [CE 4.391 (4.326)] [KD 3.793 (3.855)] 2024-10-16 14:04:39,458 - Train: 26.00% [325250/1251000] [260.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002532] [CE 4.464 (4.242)] [KD 3.809 (3.745)] 2024-10-16 14:04:54,060 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37018] [top5_cnt 46031] [top_all 50000] 2024-10-16 14:04:54,061 - net: 74.036 (92.062) 2024-10-16 14:05:06,135 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39285] [top5_cnt 47166] [top_all 50000] 2024-10-16 14:05:06,136 - net_E: 78.570 (94.332) 2024-10-16 14:05:06,263 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 14:05:06,263 - ==> Total time: 22:51:46 Eta: 2 days, 17:04:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:05:20,018 - Train: 26.00% [325300/1251000] [260.0/1000.0] [batch_t 0.234 (0.312)] [data_t 0.009] [optim_t 0.225] [lr 0.002531] [CE 4.633 (4.308)] [KD 3.984 (3.796)] 2024-10-16 14:05:32,103 - Train: 26.01% [325350/1251000] [260.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002531] [CE 4.431 (4.261)] [KD 3.867 (3.754)] 2024-10-16 14:05:44,265 - Train: 26.01% [325400/1251000] [260.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002531] [CE 4.015 (4.338)] [KD 3.685 (3.810)] 2024-10-16 14:05:56,479 - Train: 26.02% [325450/1251000] [260.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002531] [CE 4.403 (4.392)] [KD 3.903 (3.854)] 2024-10-16 14:06:08,411 - Train: 26.02% [325500/1251000] [260.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002531] [CE 4.237 (4.396)] [KD 4.021 (3.863)] 2024-10-16 14:06:20,307 - Train: 26.02% [325550/1251000] [260.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002531] [CE 4.670 (4.430)] [KD 4.006 (3.877)] 2024-10-16 14:06:32,159 - Train: 26.03% [325600/1251000] [260.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002531] [CE 4.363 (4.264)] [KD 3.780 (3.820)] 2024-10-16 14:06:44,366 - Train: 26.03% [325650/1251000] [260.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002530] [CE 4.621 (4.319)] [KD 4.166 (3.842)] 2024-10-16 14:06:56,560 - Train: 26.04% [325700/1251000] [260.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002530] [CE 4.214 (4.363)] [KD 3.690 (3.898)] 2024-10-16 14:07:08,452 - Train: 26.04% [325750/1251000] [260.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002530] [CE 3.915 (4.298)] [KD 3.612 (3.850)] 2024-10-16 14:07:20,414 - Train: 26.04% [325800/1251000] [260.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002530] [CE 4.557 (4.288)] [KD 4.014 (3.862)] 2024-10-16 14:07:32,296 - Train: 26.05% [325850/1251000] [260.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002530] [CE 4.369 (4.268)] [KD 3.646 (3.745)] 2024-10-16 14:07:44,148 - Train: 26.05% [325900/1251000] [260.5/1000.0] [batch_t 0.368 (0.237)] [data_t 0.009] [optim_t 0.359] [lr 0.002530] [CE 4.637 (4.336)] [KD 3.806 (3.810)] 2024-10-16 14:07:56,197 - Train: 26.06% [325950/1251000] [260.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002530] [CE 4.064 (4.372)] [KD 3.985 (3.873)] 2024-10-16 14:08:08,202 - Train: 26.06% [326000/1251000] [260.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002530] [CE 4.787 (4.381)] [KD 3.850 (3.861)] 2024-10-16 14:08:20,257 - Train: 26.06% [326050/1251000] [260.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002529] [CE 4.319 (4.337)] [KD 3.679 (3.794)] 2024-10-16 14:08:32,063 - Train: 26.07% [326100/1251000] [260.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002529] [CE 4.477 (4.348)] [KD 3.795 (3.821)] 2024-10-16 14:08:44,067 - Train: 26.07% [326150/1251000] [260.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002529] [CE 4.149 (4.311)] [KD 3.845 (3.820)] 2024-10-16 14:08:55,911 - Train: 26.08% [326200/1251000] [260.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002529] [CE 4.599 (4.324)] [KD 3.907 (3.808)] 2024-10-16 14:09:07,843 - Train: 26.08% [326250/1251000] [260.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002529] [CE 4.637 (4.372)] [KD 3.970 (3.880)] 2024-10-16 14:09:19,922 - Train: 26.08% [326300/1251000] [260.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002529] [CE 4.347 (4.300)] [KD 3.755 (3.727)] 2024-10-16 14:09:32,036 - Train: 26.09% [326350/1251000] [260.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002529] [CE 4.160 (4.318)] [KD 3.749 (3.812)] 2024-10-16 14:09:43,845 - Train: 26.09% [326400/1251000] [260.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002528] [CE 4.000 (4.310)] [KD 3.705 (3.874)] 2024-10-16 14:09:55,787 - Train: 26.10% [326450/1251000] [261.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002528] [CE 3.963 (4.370)] [KD 3.692 (3.869)] 2024-10-16 14:10:07,508 - Train: 26.10% [326500/1251000] [261.0/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002528] [CE 4.356 (4.354)] [KD 3.843 (3.824)] 2024-10-16 14:10:22,846 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.247)] [top1_cnt 36916] [top5_cnt 45990] [top_all 50000] 2024-10-16 14:10:22,847 - net: 73.832 (91.980) 2024-10-16 14:10:35,063 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39257] [top5_cnt 47161] [top_all 50000] 2024-10-16 14:10:35,063 - net_E: 78.514 (94.322) 2024-10-16 14:10:35,200 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 14:10:35,201 - ==> Total time: 22:57:15 Eta: 2 days, 16:59:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:10:48,704 - Train: 26.10% [326550/1251000] [261.0/1000.0] [batch_t 0.234 (0.309)] [data_t 0.009] [optim_t 0.225] [lr 0.002528] [CE 4.508 (4.398)] [KD 3.736 (3.847)] 2024-10-16 14:11:01,039 - Train: 26.11% [326600/1251000] [261.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002528] [CE 4.860 (4.330)] [KD 4.043 (3.841)] 2024-10-16 14:11:13,299 - Train: 26.11% [326650/1251000] [261.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002528] [CE 4.309 (4.353)] [KD 3.998 (3.792)] 2024-10-16 14:11:25,410 - Train: 26.12% [326700/1251000] [261.2/1000.0] [batch_t 0.445 (0.242)] [data_t 0.009] [optim_t 0.436] [lr 0.002528] [CE 4.389 (4.362)] [KD 3.776 (3.834)] 2024-10-16 14:11:37,590 - Train: 26.12% [326750/1251000] [261.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002527] [CE 4.076 (4.302)] [KD 3.574 (3.800)] 2024-10-16 14:11:49,575 - Train: 26.12% [326800/1251000] [261.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002527] [CE 4.148 (4.278)] [KD 3.708 (3.829)] 2024-10-16 14:12:01,509 - Train: 26.13% [326850/1251000] [261.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002527] [CE 4.013 (4.272)] [KD 3.645 (3.830)] 2024-10-16 14:12:13,455 - Train: 26.13% [326900/1251000] [261.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002527] [CE 4.141 (4.297)] [KD 3.683 (3.869)] 2024-10-16 14:12:25,922 - Train: 26.14% [326950/1251000] [261.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002527] [CE 4.753 (4.338)] [KD 4.000 (3.805)] 2024-10-16 14:12:37,865 - Train: 26.14% [327000/1251000] [261.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002527] [CE 4.364 (4.294)] [KD 4.039 (3.822)] 2024-10-16 14:12:49,996 - Train: 26.14% [327050/1251000] [261.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002527] [CE 3.959 (4.299)] [KD 3.443 (3.835)] 2024-10-16 14:13:01,853 - Train: 26.15% [327100/1251000] [261.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002527] [CE 4.210 (4.309)] [KD 3.384 (3.809)] 2024-10-16 14:13:13,988 - Train: 26.15% [327150/1251000] [261.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002526] [CE 4.213 (4.323)] [KD 3.752 (3.786)] 2024-10-16 14:13:26,033 - Train: 26.16% [327200/1251000] [261.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002526] [CE 4.121 (4.324)] [KD 4.057 (3.822)] 2024-10-16 14:13:38,253 - Train: 26.16% [327250/1251000] [261.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002526] [CE 4.174 (4.299)] [KD 3.855 (3.823)] 2024-10-16 14:13:50,272 - Train: 26.16% [327300/1251000] [261.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002526] [CE 3.588 (4.311)] [KD 3.591 (3.789)] 2024-10-16 14:14:02,289 - Train: 26.17% [327350/1251000] [261.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002526] [CE 4.371 (4.374)] [KD 3.824 (3.817)] 2024-10-16 14:14:14,315 - Train: 26.17% [327400/1251000] [261.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002526] [CE 4.458 (4.311)] [KD 3.918 (3.763)] 2024-10-16 14:14:26,386 - Train: 26.18% [327450/1251000] [261.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002526] [CE 4.157 (4.342)] [KD 3.815 (3.847)] 2024-10-16 14:14:38,308 - Train: 26.18% [327500/1251000] [261.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002525] [CE 4.407 (4.382)] [KD 3.930 (3.905)] 2024-10-16 14:14:50,412 - Train: 26.18% [327550/1251000] [261.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002525] [CE 4.597 (4.332)] [KD 4.117 (3.810)] 2024-10-16 14:15:02,813 - Train: 26.19% [327600/1251000] [261.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002525] [CE 4.261 (4.279)] [KD 3.828 (3.820)] 2024-10-16 14:15:14,874 - Train: 26.19% [327650/1251000] [261.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002525] [CE 4.655 (4.268)] [KD 3.881 (3.813)] 2024-10-16 14:15:26,889 - Train: 26.20% [327700/1251000] [262.0/1000.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.002525] [CE 3.896 (4.322)] [KD 3.817 (3.834)] 2024-10-16 14:15:39,033 - Train: 26.20% [327750/1251000] [262.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002525] [CE 4.438 (4.303)] [KD 3.761 (3.819)] 2024-10-16 14:15:53,893 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 36737] [top5_cnt 45968] [top_all 50000] 2024-10-16 14:15:53,893 - net: 73.474 (91.936) 2024-10-16 14:16:06,124 - Test (net_E): 100.00% [50/50] [batch_t 0.070 (0.236)] [top1_cnt 39266] [top5_cnt 47162] [top_all 50000] 2024-10-16 14:16:06,125 - net_E: 78.532 (94.324) 2024-10-16 14:16:06,294 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 14:16:06,294 - ==> Total time: 23:02:46 Eta: 2 days, 16:55:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:16:19,148 - Train: 26.20% [327800/1251000] [262.0/1000.0] [batch_t 0.237 (0.291)] [data_t 0.009] [optim_t 0.228] [lr 0.002525] [CE 4.127 (4.269)] [KD 3.732 (3.801)] 2024-10-16 14:16:31,531 - Train: 26.21% [327850/1251000] [262.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002524] [CE 4.807 (4.374)] [KD 4.125 (3.836)] 2024-10-16 14:16:43,804 - Train: 26.21% [327900/1251000] [262.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002524] [CE 4.247 (4.400)] [KD 3.757 (3.853)] 2024-10-16 14:16:55,749 - Train: 26.22% [327950/1251000] [262.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002524] [CE 4.376 (4.408)] [KD 3.700 (3.845)] 2024-10-16 14:17:07,481 - Train: 26.22% [328000/1251000] [262.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002524] [CE 4.772 (4.393)] [KD 4.194 (3.780)] 2024-10-16 14:17:19,450 - Train: 26.22% [328050/1251000] [262.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002524] [CE 4.052 (4.295)] [KD 3.724 (3.755)] 2024-10-16 14:17:31,683 - Train: 26.23% [328100/1251000] [262.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002524] [CE 4.055 (4.262)] [KD 3.731 (3.761)] 2024-10-16 14:17:43,449 - Train: 26.23% [328150/1251000] [262.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002524] [CE 4.045 (4.348)] [KD 3.931 (3.892)] 2024-10-16 14:17:55,623 - Train: 26.24% [328200/1251000] [262.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002524] [CE 3.980 (4.309)] [KD 3.734 (3.796)] 2024-10-16 14:18:08,003 - Train: 26.24% [328250/1251000] [262.4/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.002523] [CE 4.354 (4.367)] [KD 3.812 (3.794)] 2024-10-16 14:18:20,187 - Train: 26.24% [328300/1251000] [262.4/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002523] [CE 4.184 (4.430)] [KD 3.814 (3.869)] 2024-10-16 14:18:32,352 - Train: 26.25% [328350/1251000] [262.5/1000.0] [batch_t 0.330 (0.243)] [data_t 0.009] [optim_t 0.321] [lr 0.002523] [CE 3.835 (4.340)] [KD 3.530 (3.783)] 2024-10-16 14:18:44,807 - Train: 26.25% [328400/1251000] [262.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002523] [CE 4.233 (4.240)] [KD 3.694 (3.757)] 2024-10-16 14:18:57,016 - Train: 26.25% [328450/1251000] [262.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002523] [CE 4.564 (4.414)] [KD 4.113 (3.866)] 2024-10-16 14:19:09,243 - Train: 26.26% [328500/1251000] [262.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002523] [CE 4.283 (4.433)] [KD 3.998 (3.929)] 2024-10-16 14:19:21,494 - Train: 26.26% [328550/1251000] [262.6/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002523] [CE 4.604 (4.322)] [KD 3.975 (3.845)] 2024-10-16 14:19:33,448 - Train: 26.27% [328600/1251000] [262.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002522] [CE 4.315 (4.304)] [KD 4.080 (3.877)] 2024-10-16 14:19:45,531 - Train: 26.27% [328650/1251000] [262.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002522] [CE 4.203 (4.351)] [KD 3.704 (3.884)] 2024-10-16 14:19:58,214 - Train: 26.27% [328700/1251000] [262.7/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.002522] [CE 4.485 (4.301)] [KD 3.793 (3.811)] 2024-10-16 14:20:10,181 - Train: 26.28% [328750/1251000] [262.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002522] [CE 4.455 (4.260)] [KD 3.939 (3.825)] 2024-10-16 14:20:22,228 - Train: 26.28% [328800/1251000] [262.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002522] [CE 4.582 (4.372)] [KD 3.803 (3.843)] 2024-10-16 14:20:34,545 - Train: 26.29% [328850/1251000] [262.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002522] [CE 3.485 (4.304)] [KD 3.569 (3.812)] 2024-10-16 14:20:46,632 - Train: 26.29% [328900/1251000] [262.9/1000.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002522] [CE 4.487 (4.308)] [KD 3.691 (3.783)] 2024-10-16 14:20:58,685 - Train: 26.29% [328950/1251000] [262.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002521] [CE 4.012 (4.386)] [KD 3.716 (3.877)] 2024-10-16 14:21:11,173 - Train: 26.30% [329000/1251000] [263.0/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002521] [CE 4.274 (4.413)] [KD 3.687 (3.921)] 2024-10-16 14:21:27,135 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 36706] [top5_cnt 45846] [top_all 50000] 2024-10-16 14:21:27,135 - net: 73.412 (91.692) 2024-10-16 14:21:39,873 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 39288] [top5_cnt 47159] [top_all 50000] 2024-10-16 14:21:39,874 - net_E: 78.576 (94.318) 2024-10-16 14:21:40,018 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.628 (epoch: 239)] 2024-10-16 14:21:40,019 - ==> Total time: 23:08:20 Eta: 2 days, 16:50:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:21:52,602 - Train: 26.30% [329050/1251000] [263.0/1000.0] [batch_t 0.236 (0.303)] [data_t 0.009] [optim_t 0.227] [lr 0.002521] [CE 4.545 (4.329)] [KD 4.102 (3.788)] 2024-10-16 14:22:04,834 - Train: 26.31% [329100/1251000] [263.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.002521] [CE 4.466 (4.315)] [KD 3.742 (3.790)] 2024-10-16 14:22:16,957 - Train: 26.31% [329150/1251000] [263.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002521] [CE 4.471 (4.344)] [KD 3.680 (3.863)] 2024-10-16 14:22:28,755 - Train: 26.31% [329200/1251000] [263.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002521] [CE 4.200 (4.384)] [KD 3.775 (3.896)] 2024-10-16 14:22:40,696 - Train: 26.32% [329250/1251000] [263.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002521] [CE 4.106 (4.296)] [KD 3.721 (3.795)] 2024-10-16 14:22:52,921 - Train: 26.32% [329300/1251000] [263.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002521] [CE 3.814 (4.295)] [KD 3.494 (3.851)] 2024-10-16 14:23:04,899 - Train: 26.33% [329350/1251000] [263.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002520] [CE 4.354 (4.268)] [KD 3.877 (3.757)] 2024-10-16 14:23:16,875 - Train: 26.33% [329400/1251000] [263.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002520] [CE 4.251 (4.318)] [KD 3.552 (3.852)] 2024-10-16 14:23:28,916 - Train: 26.33% [329450/1251000] [263.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002520] [CE 4.288 (4.327)] [KD 3.898 (3.827)] 2024-10-16 14:23:41,179 - Train: 26.34% [329500/1251000] [263.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002520] [CE 3.988 (4.250)] [KD 3.754 (3.765)] 2024-10-16 14:23:53,837 - Train: 26.34% [329550/1251000] [263.4/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.002520] [CE 4.092 (4.309)] [KD 3.657 (3.806)] 2024-10-16 14:24:05,706 - Train: 26.35% [329600/1251000] [263.5/1000.0] [batch_t 0.285 (0.237)] [data_t 0.009] [optim_t 0.276] [lr 0.002520] [CE 4.539 (4.324)] [KD 3.759 (3.777)] 2024-10-16 14:24:17,743 - Train: 26.35% [329650/1251000] [263.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002520] [CE 4.482 (4.280)] [KD 3.743 (3.694)] 2024-10-16 14:24:30,177 - Train: 26.35% [329700/1251000] [263.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002519] [CE 4.162 (4.333)] [KD 3.646 (3.762)] 2024-10-16 14:24:42,532 - Train: 26.36% [329750/1251000] [263.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002519] [CE 4.187 (4.390)] [KD 3.846 (3.829)] 2024-10-16 14:24:54,772 - Train: 26.36% [329800/1251000] [263.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002519] [CE 4.543 (4.309)] [KD 4.049 (3.792)] 2024-10-16 14:25:07,188 - Train: 26.37% [329850/1251000] [263.7/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002519] [CE 3.993 (4.374)] [KD 3.686 (3.908)] 2024-10-16 14:25:19,474 - Train: 26.37% [329900/1251000] [263.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002519] [CE 4.363 (4.382)] [KD 3.857 (3.884)] 2024-10-16 14:25:31,531 - Train: 26.37% [329950/1251000] [263.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002519] [CE 4.189 (4.332)] [KD 3.881 (3.818)] 2024-10-16 14:25:43,718 - Train: 26.38% [330000/1251000] [263.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002519] [CE 4.012 (4.316)] [KD 3.788 (3.836)] 2024-10-16 14:25:55,984 - Train: 26.38% [330050/1251000] [263.8/1000.0] [batch_t 0.308 (0.245)] [data_t 0.009] [optim_t 0.299] [lr 0.002518] [CE 4.746 (4.320)] [KD 4.209 (3.866)] 2024-10-16 14:26:08,404 - Train: 26.39% [330100/1251000] [263.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002518] [CE 4.518 (4.397)] [KD 3.951 (3.879)] 2024-10-16 14:26:20,765 - Train: 26.39% [330150/1251000] [263.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002518] [CE 4.072 (4.310)] [KD 3.679 (3.770)] 2024-10-16 14:26:32,660 - Train: 26.39% [330200/1251000] [263.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002518] [CE 4.133 (4.325)] [KD 3.741 (3.868)] 2024-10-16 14:26:44,527 - Train: 26.40% [330250/1251000] [264.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002518] [CE 4.324 (4.376)] [KD 4.026 (3.851)] 2024-10-16 14:27:00,045 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 36606] [top5_cnt 45879] [top_all 50000] 2024-10-16 14:27:00,046 - net: 73.212 (91.758) 2024-10-16 14:27:12,287 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39338] [top5_cnt 47154] [top_all 50000] 2024-10-16 14:27:12,287 - net_E: 78.676 (94.308) 2024-10-16 14:27:12,445 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.676 (epoch: 264)] 2024-10-16 14:27:12,446 - ==> Total time: 23:13:53 Eta: 2 days, 16:45:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:27:26,511 - Train: 26.40% [330300/1251000] [264.0/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.002518] [CE 4.402 (4.350)] [KD 3.601 (3.856)] 2024-10-16 14:27:39,197 - Train: 26.41% [330350/1251000] [264.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002518] [CE 3.764 (4.304)] [KD 3.329 (3.777)] 2024-10-16 14:27:51,510 - Train: 26.41% [330400/1251000] [264.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002517] [CE 4.209 (4.339)] [KD 3.698 (3.796)] 2024-10-16 14:28:03,339 - Train: 26.41% [330450/1251000] [264.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002517] [CE 4.121 (4.263)] [KD 3.563 (3.759)] 2024-10-16 14:28:15,107 - Train: 26.42% [330500/1251000] [264.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002517] [CE 3.887 (4.360)] [KD 3.545 (3.810)] 2024-10-16 14:28:27,149 - Train: 26.42% [330550/1251000] [264.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002517] [CE 4.013 (4.293)] [KD 3.829 (3.815)] 2024-10-16 14:28:39,487 - Train: 26.43% [330600/1251000] [264.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002517] [CE 4.234 (4.287)] [KD 3.719 (3.831)] 2024-10-16 14:28:51,449 - Train: 26.43% [330650/1251000] [264.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002517] [CE 4.199 (4.340)] [KD 3.760 (3.855)] 2024-10-16 14:29:03,388 - Train: 26.43% [330700/1251000] [264.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002517] [CE 4.272 (4.274)] [KD 4.116 (3.814)] 2024-10-16 14:29:15,332 - Train: 26.44% [330750/1251000] [264.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002517] [CE 4.780 (4.342)] [KD 4.066 (3.807)] 2024-10-16 14:29:27,600 - Train: 26.44% [330800/1251000] [264.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002516] [CE 4.300 (4.369)] [KD 3.731 (3.883)] 2024-10-16 14:29:39,514 - Train: 26.45% [330850/1251000] [264.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002516] [CE 4.039 (4.408)] [KD 3.655 (3.900)] 2024-10-16 14:29:51,445 - Train: 26.45% [330900/1251000] [264.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002516] [CE 4.300 (4.333)] [KD 3.990 (3.870)] 2024-10-16 14:30:03,355 - Train: 26.45% [330950/1251000] [264.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002516] [CE 4.572 (4.308)] [KD 3.897 (3.800)] 2024-10-16 14:30:15,882 - Train: 26.46% [331000/1251000] [264.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002516] [CE 4.475 (4.388)] [KD 3.791 (3.844)] 2024-10-16 14:30:27,598 - Train: 26.46% [331050/1251000] [264.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002516] [CE 3.582 (4.341)] [KD 3.555 (3.857)] 2024-10-16 14:30:39,361 - Train: 26.47% [331100/1251000] [264.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002516] [CE 4.511 (4.329)] [KD 3.999 (3.855)] 2024-10-16 14:30:51,371 - Train: 26.47% [331150/1251000] [264.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002515] [CE 3.796 (4.366)] [KD 3.896 (3.844)] 2024-10-16 14:31:03,754 - Train: 26.47% [331200/1251000] [264.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002515] [CE 4.437 (4.265)] [KD 3.814 (3.763)] 2024-10-16 14:31:15,517 - Train: 26.48% [331250/1251000] [264.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002515] [CE 4.623 (4.309)] [KD 3.942 (3.812)] 2024-10-16 14:31:27,787 - Train: 26.48% [331300/1251000] [264.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002515] [CE 3.951 (4.294)] [KD 3.637 (3.818)] 2024-10-16 14:31:39,712 - Train: 26.49% [331350/1251000] [264.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002515] [CE 4.818 (4.326)] [KD 4.091 (3.753)] 2024-10-16 14:31:52,137 - Train: 26.49% [331400/1251000] [264.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002515] [CE 4.439 (4.310)] [KD 4.057 (3.809)] 2024-10-16 14:32:04,112 - Train: 26.49% [331450/1251000] [264.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002515] [CE 4.476 (4.388)] [KD 3.892 (3.834)] 2024-10-16 14:32:16,091 - Train: 26.50% [331500/1251000] [265.0/1000.0] [batch_t 0.245 (0.239)] [data_t 0.021] [optim_t 0.224] [lr 0.002514] [CE 4.111 (4.289)] [KD 3.559 (3.783)] 2024-10-16 14:32:31,947 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37051] [top5_cnt 46075] [top_all 50000] 2024-10-16 14:32:31,947 - net: 74.102 (92.150) 2024-10-16 14:32:44,271 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39339] [top5_cnt 47149] [top_all 50000] 2024-10-16 14:32:44,271 - net_E: 78.678 (94.298) 2024-10-16 14:32:44,416 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.678 (epoch: 265)] 2024-10-16 14:32:44,416 - ==> Total time: 23:19:25 Eta: 2 days, 16:41:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:32:58,073 - Train: 26.50% [331550/1251000] [265.0/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.231] [lr 0.002514] [CE 4.139 (4.299)] [KD 3.489 (3.704)] 2024-10-16 14:33:10,299 - Train: 26.51% [331600/1251000] [265.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002514] [CE 4.151 (4.260)] [KD 3.708 (3.712)] 2024-10-16 14:33:22,415 - Train: 26.51% [331650/1251000] [265.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002514] [CE 4.820 (4.290)] [KD 3.962 (3.752)] 2024-10-16 14:33:34,619 - Train: 26.51% [331700/1251000] [265.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002514] [CE 3.913 (4.288)] [KD 3.459 (3.785)] 2024-10-16 14:33:46,419 - Train: 26.52% [331750/1251000] [265.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002514] [CE 4.384 (4.341)] [KD 3.895 (3.808)] 2024-10-16 14:33:58,544 - Train: 26.52% [331800/1251000] [265.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002514] [CE 4.540 (4.334)] [KD 4.011 (3.818)] 2024-10-16 14:34:10,346 - Train: 26.53% [331850/1251000] [265.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002514] [CE 4.456 (4.279)] [KD 3.955 (3.798)] 2024-10-16 14:34:22,173 - Train: 26.53% [331900/1251000] [265.3/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002513] [CE 4.542 (4.241)] [KD 3.783 (3.806)] 2024-10-16 14:34:34,316 - Train: 26.53% [331950/1251000] [265.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002513] [CE 4.817 (4.334)] [KD 3.896 (3.878)] 2024-10-16 14:34:46,319 - Train: 26.54% [332000/1251000] [265.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002513] [CE 4.220 (4.247)] [KD 3.802 (3.792)] 2024-10-16 14:34:58,589 - Train: 26.54% [332050/1251000] [265.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002513] [CE 4.345 (4.332)] [KD 3.715 (3.781)] 2024-10-16 14:35:10,362 - Train: 26.55% [332100/1251000] [265.5/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002513] [CE 4.304 (4.368)] [KD 4.157 (3.815)] 2024-10-16 14:35:22,207 - Train: 26.55% [332150/1251000] [265.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002513] [CE 4.464 (4.292)] [KD 3.994 (3.812)] 2024-10-16 14:35:34,190 - Train: 26.55% [332200/1251000] [265.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002513] [CE 4.330 (4.438)] [KD 3.780 (3.884)] 2024-10-16 14:35:46,157 - Train: 26.56% [332250/1251000] [265.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002512] [CE 4.344 (4.349)] [KD 4.082 (3.835)] 2024-10-16 14:35:58,338 - Train: 26.56% [332300/1251000] [265.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002512] [CE 4.449 (4.311)] [KD 4.039 (3.820)] 2024-10-16 14:36:10,628 - Train: 26.57% [332350/1251000] [265.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002512] [CE 4.506 (4.355)] [KD 3.892 (3.850)] 2024-10-16 14:36:22,662 - Train: 26.57% [332400/1251000] [265.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002512] [CE 4.575 (4.339)] [KD 4.016 (3.868)] 2024-10-16 14:36:34,538 - Train: 26.57% [332450/1251000] [265.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002512] [CE 4.186 (4.346)] [KD 3.809 (3.857)] 2024-10-16 14:36:46,308 - Train: 26.58% [332500/1251000] [265.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002512] [CE 4.533 (4.351)] [KD 4.217 (3.804)] 2024-10-16 14:36:58,043 - Train: 26.58% [332550/1251000] [265.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002512] [CE 4.362 (4.319)] [KD 3.793 (3.787)] 2024-10-16 14:37:10,152 - Train: 26.59% [332600/1251000] [265.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002511] [CE 4.409 (4.312)] [KD 3.819 (3.792)] 2024-10-16 14:37:22,474 - Train: 26.59% [332650/1251000] [265.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002511] [CE 4.291 (4.358)] [KD 3.751 (3.861)] 2024-10-16 14:37:34,587 - Train: 26.59% [332700/1251000] [265.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002511] [CE 4.219 (4.322)] [KD 3.909 (3.814)] 2024-10-16 14:37:46,432 - Train: 26.60% [332750/1251000] [266.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002511] [CE 4.179 (4.316)] [KD 3.680 (3.798)] 2024-10-16 14:38:02,290 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 36847] [top5_cnt 45997] [top_all 50000] 2024-10-16 14:38:02,291 - net: 73.694 (91.994) 2024-10-16 14:38:14,582 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39323] [top5_cnt 47131] [top_all 50000] 2024-10-16 14:38:14,582 - net_E: 78.646 (94.262) 2024-10-16 14:38:14,731 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.678 (epoch: 265)] 2024-10-16 14:38:14,731 - ==> Total time: 23:24:55 Eta: 2 days, 16:36:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:38:27,020 - Train: 26.60% [332800/1251000] [266.0/1000.0] [batch_t 0.235 (0.321)] [data_t 0.009] [optim_t 0.227] [lr 0.002511] [CE 4.544 (4.383)] [KD 4.065 (3.853)] 2024-10-16 14:38:39,282 - Train: 26.61% [332850/1251000] [266.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002511] [CE 4.182 (4.365)] [KD 4.009 (3.850)] 2024-10-16 14:38:51,609 - Train: 26.61% [332900/1251000] [266.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002511] [CE 3.996 (4.323)] [KD 3.528 (3.802)] 2024-10-16 14:39:03,372 - Train: 26.61% [332950/1251000] [266.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002510] [CE 4.132 (4.274)] [KD 3.708 (3.771)] 2024-10-16 14:39:15,581 - Train: 26.62% [333000/1251000] [266.2/1000.0] [batch_t 0.326 (0.244)] [data_t 0.010] [optim_t 0.317] [lr 0.002510] [CE 4.637 (4.297)] [KD 3.852 (3.791)] 2024-10-16 14:39:27,498 - Train: 26.62% [333050/1251000] [266.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002510] [CE 4.204 (4.405)] [KD 3.712 (3.900)] 2024-10-16 14:39:39,721 - Train: 26.63% [333100/1251000] [266.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002510] [CE 4.733 (4.369)] [KD 3.977 (3.843)] 2024-10-16 14:39:51,698 - Train: 26.63% [333150/1251000] [266.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002510] [CE 4.202 (4.351)] [KD 3.715 (3.824)] 2024-10-16 14:40:03,562 - Train: 26.63% [333200/1251000] [266.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002510] [CE 4.554 (4.352)] [KD 3.782 (3.789)] 2024-10-16 14:40:15,683 - Train: 26.64% [333250/1251000] [266.4/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002510] [CE 4.455 (4.326)] [KD 3.979 (3.825)] 2024-10-16 14:40:28,015 - Train: 26.64% [333300/1251000] [266.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002509] [CE 3.922 (4.387)] [KD 3.425 (3.848)] 2024-10-16 14:40:40,042 - Train: 26.65% [333350/1251000] [266.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002509] [CE 4.251 (4.349)] [KD 3.693 (3.806)] 2024-10-16 14:40:51,814 - Train: 26.65% [333400/1251000] [266.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002509] [CE 4.484 (4.373)] [KD 3.833 (3.853)] 2024-10-16 14:41:03,974 - Train: 26.65% [333450/1251000] [266.5/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002509] [CE 4.031 (4.353)] [KD 3.639 (3.776)] 2024-10-16 14:41:16,229 - Train: 26.66% [333500/1251000] [266.6/1000.0] [batch_t 0.383 (0.245)] [data_t 0.009] [optim_t 0.374] [lr 0.002509] [CE 3.625 (4.237)] [KD 3.410 (3.741)] 2024-10-16 14:41:28,100 - Train: 26.66% [333550/1251000] [266.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002509] [CE 4.334 (4.295)] [KD 4.009 (3.819)] 2024-10-16 14:41:39,905 - Train: 26.67% [333600/1251000] [266.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002509] [CE 4.303 (4.451)] [KD 3.796 (3.913)] 2024-10-16 14:41:51,862 - Train: 26.67% [333650/1251000] [266.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002509] [CE 4.204 (4.362)] [KD 3.757 (3.833)] 2024-10-16 14:42:03,910 - Train: 26.67% [333700/1251000] [266.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002508] [CE 4.429 (4.337)] [KD 3.769 (3.809)] 2024-10-16 14:42:15,827 - Train: 26.68% [333750/1251000] [266.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002508] [CE 4.344 (4.353)] [KD 3.894 (3.843)] 2024-10-16 14:42:27,911 - Train: 26.68% [333800/1251000] [266.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002508] [CE 3.928 (4.282)] [KD 3.895 (3.794)] 2024-10-16 14:42:39,997 - Train: 26.69% [333850/1251000] [266.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002508] [CE 4.047 (4.280)] [KD 3.594 (3.787)] 2024-10-16 14:42:52,101 - Train: 26.69% [333900/1251000] [266.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002508] [CE 4.732 (4.392)] [KD 3.989 (3.880)] 2024-10-16 14:43:04,185 - Train: 26.69% [333950/1251000] [266.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002508] [CE 3.654 (4.276)] [KD 3.775 (3.818)] 2024-10-16 14:43:16,011 - Train: 26.70% [334000/1251000] [267.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002508] [CE 3.910 (4.300)] [KD 3.554 (3.819)] 2024-10-16 14:43:32,128 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.239)] [top1_cnt 37042] [top5_cnt 46076] [top_all 50000] 2024-10-16 14:43:32,129 - net: 74.084 (92.152) 2024-10-16 14:43:44,274 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39333] [top5_cnt 47151] [top_all 50000] 2024-10-16 14:43:44,274 - net_E: 78.666 (94.302) 2024-10-16 14:43:44,432 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.678 (epoch: 265)] 2024-10-16 14:43:44,432 - ==> Total time: 23:30:25 Eta: 2 days, 16:32:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:43:56,295 - Train: 26.70% [334050/1251000] [267.0/1000.0] [batch_t 0.232 (0.312)] [data_t 0.009] [optim_t 0.223] [lr 0.002507] [CE 4.072 (4.347)] [KD 3.498 (3.783)] 2024-10-16 14:44:08,873 - Train: 26.71% [334100/1251000] [267.1/1000.0] [batch_t 0.458 (0.251)] [data_t 0.009] [optim_t 0.449] [lr 0.002507] [CE 4.319 (4.377)] [KD 4.061 (3.908)] 2024-10-16 14:44:20,792 - Train: 26.71% [334150/1251000] [267.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002507] [CE 4.393 (4.322)] [KD 3.531 (3.762)] 2024-10-16 14:44:32,965 - Train: 26.71% [334200/1251000] [267.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002507] [CE 4.919 (4.317)] [KD 4.193 (3.777)] 2024-10-16 14:44:44,789 - Train: 26.72% [334250/1251000] [267.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002507] [CE 4.678 (4.302)] [KD 3.981 (3.796)] 2024-10-16 14:44:56,655 - Train: 26.72% [334300/1251000] [267.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002507] [CE 4.157 (4.354)] [KD 3.803 (3.818)] 2024-10-16 14:45:08,522 - Train: 26.73% [334350/1251000] [267.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002507] [CE 4.021 (4.348)] [KD 3.794 (3.795)] 2024-10-16 14:45:20,491 - Train: 26.73% [334400/1251000] [267.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002506] [CE 3.697 (4.343)] [KD 3.391 (3.834)] 2024-10-16 14:45:32,643 - Train: 26.73% [334450/1251000] [267.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002506] [CE 4.411 (4.289)] [KD 3.761 (3.784)] 2024-10-16 14:45:44,850 - Train: 26.74% [334500/1251000] [267.4/1000.0] [batch_t 0.375 (0.244)] [data_t 0.010] [optim_t 0.365] [lr 0.002506] [CE 4.389 (4.307)] [KD 3.876 (3.861)] 2024-10-16 14:45:56,802 - Train: 26.74% [334550/1251000] [267.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002506] [CE 4.440 (4.372)] [KD 3.796 (3.869)] 2024-10-16 14:46:09,250 - Train: 26.75% [334600/1251000] [267.5/1000.0] [batch_t 0.272 (0.249)] [data_t 0.047] [optim_t 0.225] [lr 0.002506] [CE 4.108 (4.358)] [KD 3.586 (3.849)] 2024-10-16 14:46:21,597 - Train: 26.75% [334650/1251000] [267.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002506] [CE 3.976 (4.287)] [KD 3.358 (3.730)] 2024-10-16 14:46:33,794 - Train: 26.75% [334700/1251000] [267.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002506] [CE 4.533 (4.292)] [KD 3.959 (3.788)] 2024-10-16 14:46:46,004 - Train: 26.76% [334750/1251000] [267.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002505] [CE 4.733 (4.311)] [KD 3.998 (3.813)] 2024-10-16 14:46:58,024 - Train: 26.76% [334800/1251000] [267.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002505] [CE 4.528 (4.299)] [KD 3.870 (3.821)] 2024-10-16 14:47:10,326 - Train: 26.77% [334850/1251000] [267.7/1000.0] [batch_t 0.348 (0.246)] [data_t 0.032] [optim_t 0.315] [lr 0.002505] [CE 4.263 (4.389)] [KD 3.866 (3.898)] 2024-10-16 14:47:22,237 - Train: 26.77% [334900/1251000] [267.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002505] [CE 4.090 (4.328)] [KD 3.619 (3.851)] 2024-10-16 14:47:34,354 - Train: 26.77% [334950/1251000] [267.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002505] [CE 4.754 (4.330)] [KD 3.898 (3.811)] 2024-10-16 14:47:46,701 - Train: 26.78% [335000/1251000] [267.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002505] [CE 4.510 (4.261)] [KD 3.965 (3.735)] 2024-10-16 14:47:58,886 - Train: 26.78% [335050/1251000] [267.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002505] [CE 4.079 (4.382)] [KD 3.592 (3.795)] 2024-10-16 14:48:11,274 - Train: 26.79% [335100/1251000] [267.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002504] [CE 4.384 (4.336)] [KD 4.026 (3.723)] 2024-10-16 14:48:23,587 - Train: 26.79% [335150/1251000] [267.9/1000.0] [batch_t 0.270 (0.246)] [data_t 0.046] [optim_t 0.223] [lr 0.002504] [CE 4.247 (4.252)] [KD 3.775 (3.752)] 2024-10-16 14:48:35,910 - Train: 26.79% [335200/1251000] [267.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002504] [CE 4.193 (4.231)] [KD 3.644 (3.710)] 2024-10-16 14:48:48,396 - Train: 26.80% [335250/1251000] [268.0/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002504] [CE 4.923 (4.311)] [KD 4.216 (3.830)] 2024-10-16 14:49:04,779 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37033] [top5_cnt 46032] [top_all 50000] 2024-10-16 14:49:04,780 - net: 74.066 (92.064) 2024-10-16 14:49:17,214 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39343] [top5_cnt 47167] [top_all 50000] 2024-10-16 14:49:17,215 - net_E: 78.686 (94.334) 2024-10-16 14:49:17,349 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.686 (epoch: 268)] 2024-10-16 14:49:17,350 - ==> Total time: 23:35:57 Eta: 2 days, 16:27:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:49:30,072 - Train: 26.80% [335300/1251000] [268.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.009] [optim_t 0.223] [lr 0.002504] [CE 4.459 (4.290)] [KD 3.752 (3.707)] 2024-10-16 14:49:42,015 - Train: 26.81% [335350/1251000] [268.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002504] [CE 3.650 (4.330)] [KD 3.537 (3.782)] 2024-10-16 14:49:54,396 - Train: 26.81% [335400/1251000] [268.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002504] [CE 4.352 (4.295)] [KD 4.136 (3.769)] 2024-10-16 14:50:06,340 - Train: 26.81% [335450/1251000] [268.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002504] [CE 4.403 (4.380)] [KD 3.791 (3.812)] 2024-10-16 14:50:18,241 - Train: 26.82% [335500/1251000] [268.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002503] [CE 4.208 (4.366)] [KD 3.849 (3.833)] 2024-10-16 14:50:30,057 - Train: 26.82% [335550/1251000] [268.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002503] [CE 3.673 (4.239)] [KD 3.351 (3.730)] 2024-10-16 14:50:42,258 - Train: 26.83% [335600/1251000] [268.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002503] [CE 4.376 (4.195)] [KD 3.729 (3.734)] 2024-10-16 14:50:54,091 - Train: 26.83% [335650/1251000] [268.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002503] [CE 4.238 (4.343)] [KD 3.728 (3.811)] 2024-10-16 14:51:05,807 - Train: 26.83% [335700/1251000] [268.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002503] [CE 4.263 (4.324)] [KD 3.694 (3.789)] 2024-10-16 14:51:17,797 - Train: 26.84% [335750/1251000] [268.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002503] [CE 4.518 (4.315)] [KD 3.980 (3.813)] 2024-10-16 14:51:30,034 - Train: 26.84% [335800/1251000] [268.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002503] [CE 4.480 (4.379)] [KD 4.024 (3.859)] 2024-10-16 14:51:41,722 - Train: 26.85% [335850/1251000] [268.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002502] [CE 3.728 (4.278)] [KD 3.501 (3.761)] 2024-10-16 14:51:53,457 - Train: 26.85% [335900/1251000] [268.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002502] [CE 4.407 (4.337)] [KD 3.594 (3.811)] 2024-10-16 14:52:05,665 - Train: 26.85% [335950/1251000] [268.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002502] [CE 4.834 (4.292)] [KD 4.049 (3.838)] 2024-10-16 14:52:17,768 - Train: 26.86% [336000/1251000] [268.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002502] [CE 4.529 (4.350)] [KD 3.843 (3.804)] 2024-10-16 14:52:29,800 - Train: 26.86% [336050/1251000] [268.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002502] [CE 4.190 (4.267)] [KD 3.765 (3.812)] 2024-10-16 14:52:41,889 - Train: 26.87% [336100/1251000] [268.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002502] [CE 4.383 (4.320)] [KD 3.565 (3.818)] 2024-10-16 14:52:54,046 - Train: 26.87% [336150/1251000] [268.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002502] [CE 4.129 (4.414)] [KD 3.562 (3.837)] 2024-10-16 14:53:06,511 - Train: 26.87% [336200/1251000] [268.7/1000.0] [batch_t 0.365 (0.249)] [data_t 0.009] [optim_t 0.356] [lr 0.002501] [CE 4.278 (4.360)] [KD 3.907 (3.781)] 2024-10-16 14:53:18,667 - Train: 26.88% [336250/1251000] [268.8/1000.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.002501] [CE 4.387 (4.338)] [KD 3.771 (3.873)] 2024-10-16 14:53:30,840 - Train: 26.88% [336300/1251000] [268.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002501] [CE 4.506 (4.312)] [KD 3.870 (3.818)] 2024-10-16 14:53:43,020 - Train: 26.89% [336350/1251000] [268.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002501] [CE 4.563 (4.303)] [KD 3.863 (3.811)] 2024-10-16 14:53:55,169 - Train: 26.89% [336400/1251000] [268.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002501] [CE 4.635 (4.353)] [KD 4.042 (3.805)] 2024-10-16 14:54:07,108 - Train: 26.89% [336450/1251000] [268.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002501] [CE 4.323 (4.393)] [KD 3.562 (3.852)] 2024-10-16 14:54:18,882 - Train: 26.90% [336500/1251000] [269.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002501] [CE 3.920 (4.292)] [KD 3.718 (3.839)] 2024-10-16 14:54:35,443 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36947] [top5_cnt 46080] [top_all 50000] 2024-10-16 14:54:35,444 - net: 73.894 (92.160) 2024-10-16 14:54:47,806 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39346] [top5_cnt 47172] [top_all 50000] 2024-10-16 14:54:47,807 - net_E: 78.692 (94.344) 2024-10-16 14:54:47,936 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.692 (epoch: 269)] 2024-10-16 14:54:47,936 - ==> Total time: 23:41:28 Eta: 2 days, 16:22:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 14:55:01,135 - Train: 26.90% [336550/1251000] [269.0/1000.0] [batch_t 0.233 (0.285)] [data_t 0.009] [optim_t 0.224] [lr 0.002500] [CE 4.285 (4.391)] [KD 3.985 (3.760)] 2024-10-16 14:55:13,229 - Train: 26.91% [336600/1251000] [269.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002500] [CE 4.248 (4.338)] [KD 3.661 (3.806)] 2024-10-16 14:55:24,899 - Train: 26.91% [336650/1251000] [269.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002500] [CE 4.534 (4.390)] [KD 3.965 (3.831)] 2024-10-16 14:55:36,883 - Train: 26.91% [336700/1251000] [269.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002500] [CE 4.440 (4.353)] [KD 3.872 (3.869)] 2024-10-16 14:55:48,936 - Train: 26.92% [336750/1251000] [269.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002500] [CE 4.336 (4.295)] [KD 4.064 (3.751)] 2024-10-16 14:56:00,846 - Train: 26.92% [336800/1251000] [269.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002500] [CE 4.682 (4.389)] [KD 3.852 (3.819)] 2024-10-16 14:56:12,633 - Train: 26.93% [336850/1251000] [269.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002500] [CE 4.423 (4.374)] [KD 3.980 (3.765)] 2024-10-16 14:56:24,910 - Train: 26.93% [336900/1251000] [269.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002499] [CE 4.875 (4.314)] [KD 4.086 (3.871)] 2024-10-16 14:56:37,074 - Train: 26.93% [336950/1251000] [269.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002499] [CE 3.952 (4.298)] [KD 3.561 (3.795)] 2024-10-16 14:56:49,127 - Train: 26.94% [337000/1251000] [269.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002499] [CE 4.106 (4.375)] [KD 3.589 (3.881)] 2024-10-16 14:57:01,038 - Train: 26.94% [337050/1251000] [269.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002499] [CE 4.138 (4.370)] [KD 3.687 (3.865)] 2024-10-16 14:57:12,940 - Train: 26.95% [337100/1251000] [269.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002499] [CE 4.132 (4.290)] [KD 3.787 (3.799)] 2024-10-16 14:57:24,992 - Train: 26.95% [337150/1251000] [269.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002499] [CE 4.758 (4.302)] [KD 3.905 (3.778)] 2024-10-16 14:57:37,314 - Train: 26.95% [337200/1251000] [269.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002499] [CE 4.528 (4.386)] [KD 3.770 (3.799)] 2024-10-16 14:57:49,067 - Train: 26.96% [337250/1251000] [269.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002499] [CE 4.479 (4.325)] [KD 3.891 (3.793)] 2024-10-16 14:58:00,961 - Train: 26.96% [337300/1251000] [269.6/1000.0] [batch_t 0.312 (0.238)] [data_t 0.009] [optim_t 0.303] [lr 0.002498] [CE 4.382 (4.312)] [KD 3.944 (3.851)] 2024-10-16 14:58:13,065 - Train: 26.97% [337350/1251000] [269.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002498] [CE 4.117 (4.240)] [KD 3.603 (3.757)] 2024-10-16 14:58:25,452 - Train: 26.97% [337400/1251000] [269.7/1000.0] [batch_t 0.276 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.002498] [CE 4.355 (4.346)] [KD 3.636 (3.896)] 2024-10-16 14:58:37,947 - Train: 26.97% [337450/1251000] [269.7/1000.0] [batch_t 0.281 (0.250)] [data_t 0.009] [optim_t 0.272] [lr 0.002498] [CE 4.407 (4.335)] [KD 3.767 (3.824)] 2024-10-16 14:58:50,542 - Train: 26.98% [337500/1251000] [269.8/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.002498] [CE 4.070 (4.345)] [KD 3.829 (3.793)] 2024-10-16 14:59:02,771 - Train: 26.98% [337550/1251000] [269.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002498] [CE 4.198 (4.341)] [KD 3.764 (3.844)] 2024-10-16 14:59:15,178 - Train: 26.99% [337600/1251000] [269.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002498] [CE 4.398 (4.289)] [KD 3.944 (3.822)] 2024-10-16 14:59:27,518 - Train: 26.99% [337650/1251000] [269.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002497] [CE 4.449 (4.375)] [KD 3.765 (3.848)] 2024-10-16 14:59:39,447 - Train: 26.99% [337700/1251000] [269.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002497] [CE 4.494 (4.382)] [KD 3.910 (3.911)] 2024-10-16 14:59:51,807 - Train: 27.00% [337750/1251000] [270.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002497] [CE 4.815 (4.381)] [KD 4.065 (3.882)] 2024-10-16 15:00:08,705 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 36715] [top5_cnt 45992] [top_all 50000] 2024-10-16 15:00:08,706 - net: 73.430 (91.984) 2024-10-16 15:00:20,706 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 39336] [top5_cnt 47155] [top_all 50000] 2024-10-16 15:00:20,707 - net_E: 78.672 (94.310) 2024-10-16 15:00:20,831 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.692 (epoch: 269)] 2024-10-16 15:00:20,831 - ==> Total time: 23:47:01 Eta: 2 days, 16:18:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:00:33,119 - Train: 27.00% [337800/1251000] [270.0/1000.0] [batch_t 0.233 (0.272)] [data_t 0.009] [optim_t 0.225] [lr 0.002497] [CE 4.304 (4.448)] [KD 3.786 (3.882)] 2024-10-16 15:00:45,539 - Train: 27.01% [337850/1251000] [270.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002497] [CE 4.299 (4.323)] [KD 3.823 (3.842)] 2024-10-16 15:00:57,264 - Train: 27.01% [337900/1251000] [270.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002497] [CE 4.255 (4.240)] [KD 3.752 (3.743)] 2024-10-16 15:01:09,217 - Train: 27.01% [337950/1251000] [270.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002497] [CE 3.927 (4.354)] [KD 3.788 (3.813)] 2024-10-16 15:01:21,048 - Train: 27.02% [338000/1251000] [270.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002496] [CE 4.422 (4.337)] [KD 3.895 (3.827)] 2024-10-16 15:01:32,836 - Train: 27.02% [338050/1251000] [270.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002496] [CE 4.200 (4.296)] [KD 3.679 (3.831)] 2024-10-16 15:01:44,687 - Train: 27.03% [338100/1251000] [270.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002496] [CE 4.470 (4.302)] [KD 3.772 (3.805)] 2024-10-16 15:01:56,856 - Train: 27.03% [338150/1251000] [270.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002496] [CE 4.558 (4.286)] [KD 3.751 (3.761)] 2024-10-16 15:02:08,825 - Train: 27.03% [338200/1251000] [270.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002496] [CE 3.834 (4.307)] [KD 3.379 (3.756)] 2024-10-16 15:02:20,758 - Train: 27.04% [338250/1251000] [270.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002496] [CE 4.634 (4.402)] [KD 3.917 (3.821)] 2024-10-16 15:02:32,468 - Train: 27.04% [338300/1251000] [270.4/1000.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002496] [CE 4.716 (4.301)] [KD 3.868 (3.781)] 2024-10-16 15:02:44,484 - Train: 27.05% [338350/1251000] [270.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002495] [CE 4.288 (4.341)] [KD 3.540 (3.827)] 2024-10-16 15:02:56,719 - Train: 27.05% [338400/1251000] [270.5/1000.0] [batch_t 0.369 (0.245)] [data_t 0.009] [optim_t 0.360] [lr 0.002495] [CE 4.175 (4.259)] [KD 4.012 (3.778)] 2024-10-16 15:03:08,728 - Train: 27.05% [338450/1251000] [270.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002495] [CE 4.656 (4.354)] [KD 4.049 (3.779)] 2024-10-16 15:03:21,186 - Train: 27.06% [338500/1251000] [270.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002495] [CE 4.181 (4.307)] [KD 3.907 (3.782)] 2024-10-16 15:03:33,258 - Train: 27.06% [338550/1251000] [270.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002495] [CE 5.170 (4.417)] [KD 4.274 (3.877)] 2024-10-16 15:03:45,411 - Train: 27.07% [338600/1251000] [270.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002495] [CE 4.189 (4.328)] [KD 4.031 (3.828)] 2024-10-16 15:03:57,823 - Train: 27.07% [338650/1251000] [270.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002495] [CE 4.633 (4.336)] [KD 4.152 (3.824)] 2024-10-16 15:04:10,035 - Train: 27.07% [338700/1251000] [270.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002494] [CE 3.983 (4.395)] [KD 3.774 (3.867)] 2024-10-16 15:04:21,854 - Train: 27.08% [338750/1251000] [270.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002494] [CE 4.314 (4.299)] [KD 3.817 (3.803)] 2024-10-16 15:04:33,715 - Train: 27.08% [338800/1251000] [270.8/1000.0] [batch_t 0.280 (0.237)] [data_t 0.009] [optim_t 0.271] [lr 0.002494] [CE 4.663 (4.383)] [KD 4.185 (3.846)] 2024-10-16 15:04:45,863 - Train: 27.09% [338850/1251000] [270.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002494] [CE 4.531 (4.265)] [KD 3.861 (3.824)] 2024-10-16 15:04:57,901 - Train: 27.09% [338900/1251000] [270.9/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002494] [CE 4.403 (4.313)] [KD 4.143 (3.828)] 2024-10-16 15:05:10,018 - Train: 27.09% [338950/1251000] [270.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002494] [CE 4.444 (4.301)] [KD 3.937 (3.804)] 2024-10-16 15:05:22,511 - Train: 27.10% [339000/1251000] [271.0/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002494] [CE 4.389 (4.375)] [KD 4.329 (3.847)] 2024-10-16 15:05:39,787 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37086] [top5_cnt 46083] [top_all 50000] 2024-10-16 15:05:39,788 - net: 74.172 (92.166) 2024-10-16 15:05:52,170 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39312] [top5_cnt 47170] [top_all 50000] 2024-10-16 15:05:52,171 - net_E: 78.624 (94.340) 2024-10-16 15:05:52,322 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.692 (epoch: 269)] 2024-10-16 15:05:52,322 - ==> Total time: 23:52:32 Eta: 2 days, 16:13:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:06:02,768 - Train: 27.10% [339050/1251000] [271.0/1000.0] [batch_t 0.233 (0.306)] [data_t 0.009] [optim_t 0.224] [lr 0.002493] [CE 4.498 (4.279)] [KD 3.804 (3.723)] 2024-10-16 15:06:14,710 - Train: 27.11% [339100/1251000] [271.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002493] [CE 4.245 (4.334)] [KD 3.774 (3.772)] 2024-10-16 15:06:26,797 - Train: 27.11% [339150/1251000] [271.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002493] [CE 4.449 (4.223)] [KD 3.908 (3.743)] 2024-10-16 15:06:38,780 - Train: 27.11% [339200/1251000] [271.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002493] [CE 4.016 (4.276)] [KD 3.682 (3.771)] 2024-10-16 15:06:51,048 - Train: 27.12% [339250/1251000] [271.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002493] [CE 3.837 (4.309)] [KD 3.828 (3.756)] 2024-10-16 15:07:03,387 - Train: 27.12% [339300/1251000] [271.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002493] [CE 4.132 (4.339)] [KD 3.793 (3.831)] 2024-10-16 15:07:15,297 - Train: 27.13% [339350/1251000] [271.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002493] [CE 4.435 (4.406)] [KD 3.960 (3.844)] 2024-10-16 15:07:27,224 - Train: 27.13% [339400/1251000] [271.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002492] [CE 4.030 (4.297)] [KD 3.570 (3.804)] 2024-10-16 15:07:39,056 - Train: 27.13% [339450/1251000] [271.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002492] [CE 4.717 (4.294)] [KD 3.820 (3.813)] 2024-10-16 15:07:51,160 - Train: 27.14% [339500/1251000] [271.4/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002492] [CE 4.953 (4.291)] [KD 3.984 (3.807)] 2024-10-16 15:08:03,365 - Train: 27.14% [339550/1251000] [271.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002492] [CE 4.216 (4.355)] [KD 3.589 (3.776)] 2024-10-16 15:08:15,646 - Train: 27.15% [339600/1251000] [271.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002492] [CE 4.302 (4.269)] [KD 3.993 (3.735)] 2024-10-16 15:08:27,659 - Train: 27.15% [339650/1251000] [271.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002492] [CE 3.992 (4.302)] [KD 3.628 (3.747)] 2024-10-16 15:08:39,595 - Train: 27.15% [339700/1251000] [271.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002492] [CE 4.741 (4.278)] [KD 4.012 (3.741)] 2024-10-16 15:08:51,571 - Train: 27.16% [339750/1251000] [271.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002492] [CE 4.479 (4.372)] [KD 4.063 (3.819)] 2024-10-16 15:09:03,669 - Train: 27.16% [339800/1251000] [271.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002491] [CE 4.608 (4.294)] [KD 3.864 (3.815)] 2024-10-16 15:09:15,973 - Train: 27.17% [339850/1251000] [271.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002491] [CE 4.189 (4.376)] [KD 3.764 (3.867)] 2024-10-16 15:09:28,134 - Train: 27.17% [339900/1251000] [271.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002491] [CE 4.554 (4.322)] [KD 3.933 (3.819)] 2024-10-16 15:09:40,164 - Train: 27.17% [339950/1251000] [271.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002491] [CE 4.248 (4.352)] [KD 3.720 (3.801)] 2024-10-16 15:09:52,119 - Train: 27.18% [340000/1251000] [271.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002491] [CE 4.353 (4.270)] [KD 4.211 (3.815)] 2024-10-16 15:10:03,944 - Train: 27.18% [340050/1251000] [271.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002491] [CE 4.548 (4.361)] [KD 3.893 (3.888)] 2024-10-16 15:10:16,125 - Train: 27.19% [340100/1251000] [271.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002491] [CE 4.327 (4.323)] [KD 3.496 (3.801)] 2024-10-16 15:10:28,353 - Train: 27.19% [340150/1251000] [271.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002490] [CE 4.392 (4.332)] [KD 3.928 (3.724)] 2024-10-16 15:10:40,382 - Train: 27.19% [340200/1251000] [271.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002490] [CE 4.094 (4.339)] [KD 3.713 (3.831)] 2024-10-16 15:10:52,476 - Train: 27.20% [340250/1251000] [272.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002490] [CE 4.116 (4.275)] [KD 3.770 (3.768)] 2024-10-16 15:11:10,187 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 36885] [top5_cnt 45953] [top_all 50000] 2024-10-16 15:11:10,188 - net: 73.770 (91.906) 2024-10-16 15:11:22,621 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39340] [top5_cnt 47169] [top_all 50000] 2024-10-16 15:11:22,621 - net_E: 78.680 (94.338) 2024-10-16 15:11:22,780 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.692 (epoch: 269)] 2024-10-16 15:11:22,781 - ==> Total time: 23:58:03 Eta: 2 days, 16:08:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:11:32,841 - Train: 27.20% [340300/1251000] [272.0/1000.0] [batch_t 0.243 (0.309)] [data_t 0.009] [optim_t 0.234] [lr 0.002490] [CE 4.007 (4.259)] [KD 3.660 (3.735)] 2024-10-16 15:11:45,086 - Train: 27.21% [340350/1251000] [272.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002490] [CE 3.951 (4.410)] [KD 3.402 (3.822)] 2024-10-16 15:11:57,184 - Train: 27.21% [340400/1251000] [272.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002490] [CE 4.109 (4.311)] [KD 3.719 (3.729)] 2024-10-16 15:12:08,843 - Train: 27.21% [340450/1251000] [272.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002490] [CE 4.088 (4.278)] [KD 3.727 (3.710)] 2024-10-16 15:12:20,984 - Train: 27.22% [340500/1251000] [272.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002489] [CE 4.456 (4.312)] [KD 3.740 (3.738)] 2024-10-16 15:12:32,952 - Train: 27.22% [340550/1251000] [272.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002489] [CE 4.323 (4.222)] [KD 3.791 (3.712)] 2024-10-16 15:12:44,985 - Train: 27.23% [340600/1251000] [272.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002489] [CE 4.477 (4.292)] [KD 3.675 (3.748)] 2024-10-16 15:12:56,683 - Train: 27.23% [340650/1251000] [272.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002489] [CE 4.293 (4.295)] [KD 4.026 (3.813)] 2024-10-16 15:13:08,852 - Train: 27.23% [340700/1251000] [272.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002489] [CE 4.183 (4.306)] [KD 3.701 (3.778)] 2024-10-16 15:13:20,726 - Train: 27.24% [340750/1251000] [272.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002489] [CE 4.226 (4.360)] [KD 3.872 (3.825)] 2024-10-16 15:13:32,786 - Train: 27.24% [340800/1251000] [272.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002489] [CE 3.878 (4.296)] [KD 3.581 (3.824)] 2024-10-16 15:13:44,721 - Train: 27.25% [340850/1251000] [272.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002488] [CE 3.771 (4.310)] [KD 3.722 (3.827)] 2024-10-16 15:13:56,964 - Train: 27.25% [340900/1251000] [272.5/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.002488] [CE 4.094 (4.400)] [KD 3.677 (3.866)] 2024-10-16 15:14:08,964 - Train: 27.25% [340950/1251000] [272.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002488] [CE 4.669 (4.394)] [KD 3.778 (3.830)] 2024-10-16 15:14:21,205 - Train: 27.26% [341000/1251000] [272.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002488] [CE 4.137 (4.299)] [KD 3.730 (3.794)] 2024-10-16 15:14:33,160 - Train: 27.26% [341050/1251000] [272.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002488] [CE 4.734 (4.318)] [KD 3.826 (3.799)] 2024-10-16 15:14:45,072 - Train: 27.27% [341100/1251000] [272.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002488] [CE 4.539 (4.343)] [KD 3.984 (3.825)] 2024-10-16 15:14:57,392 - Train: 27.27% [341150/1251000] [272.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002488] [CE 4.618 (4.330)] [KD 4.062 (3.882)] 2024-10-16 15:15:09,497 - Train: 27.27% [341200/1251000] [272.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002487] [CE 4.597 (4.352)] [KD 3.769 (3.847)] 2024-10-16 15:15:21,200 - Train: 27.28% [341250/1251000] [272.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002487] [CE 3.815 (4.336)] [KD 3.470 (3.820)] 2024-10-16 15:15:33,122 - Train: 27.28% [341300/1251000] [272.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002487] [CE 4.207 (4.462)] [KD 3.780 (3.889)] 2024-10-16 15:15:45,312 - Train: 27.29% [341350/1251000] [272.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002487] [CE 4.510 (4.323)] [KD 3.686 (3.841)] 2024-10-16 15:15:57,360 - Train: 27.29% [341400/1251000] [272.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002487] [CE 4.697 (4.358)] [KD 3.873 (3.846)] 2024-10-16 15:16:09,149 - Train: 27.29% [341450/1251000] [272.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002487] [CE 4.113 (4.357)] [KD 3.685 (3.796)] 2024-10-16 15:16:21,296 - Train: 27.30% [341500/1251000] [273.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002487] [CE 4.593 (4.247)] [KD 4.007 (3.820)] 2024-10-16 15:16:38,739 - Test (net): 100.00% [50/50] [batch_t 0.114 (0.237)] [top1_cnt 36629] [top5_cnt 45801] [top_all 50000] 2024-10-16 15:16:38,739 - net: 73.258 (91.602) 2024-10-16 15:16:51,316 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 39357] [top5_cnt 47156] [top_all 50000] 2024-10-16 15:16:51,316 - net_E: 78.714 (94.312) 2024-10-16 15:16:51,441 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.714 (epoch: 273)] 2024-10-16 15:16:51,442 - ==> Total time: 1 day, 0:03:32 Eta: 2 days, 16:04:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:17:03,364 - Train: 27.30% [341550/1251000] [273.0/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.002486] [CE 4.620 (4.212)] [KD 4.145 (3.839)] 2024-10-16 15:17:15,424 - Train: 27.31% [341600/1251000] [273.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002486] [CE 3.866 (4.294)] [KD 3.775 (3.860)] 2024-10-16 15:17:27,808 - Train: 27.31% [341650/1251000] [273.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002486] [CE 3.755 (4.274)] [KD 3.338 (3.823)] 2024-10-16 15:17:39,677 - Train: 27.31% [341700/1251000] [273.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002486] [CE 4.032 (4.378)] [KD 3.600 (3.819)] 2024-10-16 15:17:51,535 - Train: 27.32% [341750/1251000] [273.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002486] [CE 4.373 (4.326)] [KD 3.743 (3.754)] 2024-10-16 15:18:03,413 - Train: 27.32% [341800/1251000] [273.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002486] [CE 4.810 (4.361)] [KD 4.041 (3.830)] 2024-10-16 15:18:15,200 - Train: 27.33% [341850/1251000] [273.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002486] [CE 4.692 (4.294)] [KD 4.349 (3.794)] 2024-10-16 15:18:27,177 - Train: 27.33% [341900/1251000] [273.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.911 (4.322)] [KD 3.954 (3.822)] 2024-10-16 15:18:39,081 - Train: 27.33% [341950/1251000] [273.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.060 (4.346)] [KD 3.367 (3.802)] 2024-10-16 15:18:51,003 - Train: 27.34% [342000/1251000] [273.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002485] [CE 4.611 (4.353)] [KD 3.908 (3.690)] 2024-10-16 15:19:02,797 - Train: 27.34% [342050/1251000] [273.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002485] [CE 3.850 (4.285)] [KD 3.560 (3.775)] 2024-10-16 15:19:14,777 - Train: 27.35% [342100/1251000] [273.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.476 (4.247)] [KD 4.025 (3.726)] 2024-10-16 15:19:26,457 - Train: 27.35% [342150/1251000] [273.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002485] [CE 3.851 (4.364)] [KD 3.652 (3.857)] 2024-10-16 15:19:38,257 - Train: 27.35% [342200/1251000] [273.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.572 (4.357)] [KD 4.075 (3.852)] 2024-10-16 15:19:50,183 - Train: 27.36% [342250/1251000] [273.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002484] [CE 4.844 (4.300)] [KD 4.173 (3.805)] 2024-10-16 15:20:02,327 - Train: 27.36% [342300/1251000] [273.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002484] [CE 4.376 (4.264)] [KD 3.821 (3.758)] 2024-10-16 15:20:14,021 - Train: 27.37% [342350/1251000] [273.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002484] [CE 4.377 (4.350)] [KD 3.942 (3.773)] 2024-10-16 15:20:25,907 - Train: 27.37% [342400/1251000] [273.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002484] [CE 4.028 (4.261)] [KD 3.639 (3.739)] 2024-10-16 15:20:37,724 - Train: 27.37% [342450/1251000] [273.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002484] [CE 3.847 (4.323)] [KD 3.400 (3.781)] 2024-10-16 15:20:49,531 - Train: 27.38% [342500/1251000] [273.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002484] [CE 4.326 (4.306)] [KD 3.740 (3.767)] 2024-10-16 15:21:01,513 - Train: 27.38% [342550/1251000] [273.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002484] [CE 4.321 (4.331)] [KD 3.826 (3.794)] 2024-10-16 15:21:13,381 - Train: 27.39% [342600/1251000] [273.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002483] [CE 4.270 (4.402)] [KD 3.550 (3.857)] 2024-10-16 15:21:25,401 - Train: 27.39% [342650/1251000] [273.9/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002483] [CE 4.717 (4.342)] [KD 3.767 (3.755)] 2024-10-16 15:21:37,169 - Train: 27.39% [342700/1251000] [273.9/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002483] [CE 4.305 (4.311)] [KD 3.866 (3.767)] 2024-10-16 15:21:49,090 - Train: 27.40% [342750/1251000] [274.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002483] [CE 4.282 (4.353)] [KD 3.762 (3.854)] 2024-10-16 15:22:06,706 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.237)] [top1_cnt 36709] [top5_cnt 45923] [top_all 50000] 2024-10-16 15:22:06,706 - net: 73.418 (91.846) 2024-10-16 15:22:19,186 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39365] [top5_cnt 47132] [top_all 50000] 2024-10-16 15:22:19,186 - net_E: 78.730 (94.264) 2024-10-16 15:22:19,334 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:22:19,334 - ==> Total time: 1 day, 0:08:59 Eta: 2 days, 15:59:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:22:30,619 - Train: 27.40% [342800/1251000] [274.0/1000.0] [batch_t 0.233 (0.273)] [data_t 0.009] [optim_t 0.225] [lr 0.002483] [CE 4.108 (4.320)] [KD 3.626 (3.770)] 2024-10-16 15:22:42,616 - Train: 27.41% [342850/1251000] [274.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002483] [CE 4.247 (4.346)] [KD 3.876 (3.810)] 2024-10-16 15:22:54,991 - Train: 27.41% [342900/1251000] [274.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002483] [CE 4.216 (4.369)] [KD 3.716 (3.769)] 2024-10-16 15:23:06,732 - Train: 27.41% [342950/1251000] [274.1/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002482] [CE 4.642 (4.383)] [KD 3.960 (3.806)] 2024-10-16 15:23:18,683 - Train: 27.42% [343000/1251000] [274.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002482] [CE 4.909 (4.288)] [KD 3.956 (3.729)] 2024-10-16 15:23:30,527 - Train: 27.42% [343050/1251000] [274.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002482] [CE 3.961 (4.399)] [KD 3.801 (3.857)] 2024-10-16 15:23:42,449 - Train: 27.43% [343100/1251000] [274.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002482] [CE 4.470 (4.328)] [KD 3.717 (3.781)] 2024-10-16 15:23:54,200 - Train: 27.43% [343150/1251000] [274.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002482] [CE 4.197 (4.309)] [KD 3.646 (3.788)] 2024-10-16 15:24:06,071 - Train: 27.43% [343200/1251000] [274.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002482] [CE 4.292 (4.313)] [KD 3.757 (3.814)] 2024-10-16 15:24:18,006 - Train: 27.44% [343250/1251000] [274.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002482] [CE 4.267 (4.335)] [KD 3.805 (3.880)] 2024-10-16 15:24:30,004 - Train: 27.44% [343300/1251000] [274.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002481] [CE 4.783 (4.267)] [KD 3.940 (3.800)] 2024-10-16 15:24:41,904 - Train: 27.45% [343350/1251000] [274.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002481] [CE 4.157 (4.308)] [KD 3.934 (3.799)] 2024-10-16 15:24:53,584 - Train: 27.45% [343400/1251000] [274.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002481] [CE 4.223 (4.270)] [KD 3.684 (3.745)] 2024-10-16 15:25:05,451 - Train: 27.45% [343450/1251000] [274.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002481] [CE 4.886 (4.367)] [KD 4.093 (3.873)] 2024-10-16 15:25:17,553 - Train: 27.46% [343500/1251000] [274.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002481] [CE 4.289 (4.332)] [KD 3.893 (3.874)] 2024-10-16 15:25:29,324 - Train: 27.46% [343550/1251000] [274.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002481] [CE 4.461 (4.386)] [KD 3.785 (3.879)] 2024-10-16 15:25:41,050 - Train: 27.47% [343600/1251000] [274.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002481] [CE 4.589 (4.352)] [KD 3.828 (3.814)] 2024-10-16 15:25:53,002 - Train: 27.47% [343650/1251000] [274.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002480] [CE 4.393 (4.253)] [KD 3.760 (3.799)] 2024-10-16 15:26:05,040 - Train: 27.47% [343700/1251000] [274.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002480] [CE 4.072 (4.263)] [KD 3.463 (3.763)] 2024-10-16 15:26:16,751 - Train: 27.48% [343750/1251000] [274.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002480] [CE 3.364 (4.344)] [KD 3.527 (3.869)] 2024-10-16 15:26:28,425 - Train: 27.48% [343800/1251000] [274.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002480] [CE 4.964 (4.371)] [KD 4.019 (3.842)] 2024-10-16 15:26:40,491 - Train: 27.49% [343850/1251000] [274.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002480] [CE 3.845 (4.402)] [KD 3.754 (3.857)] 2024-10-16 15:26:52,739 - Train: 27.49% [343900/1251000] [274.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002480] [CE 4.265 (4.293)] [KD 3.780 (3.744)] 2024-10-16 15:27:04,459 - Train: 27.49% [343950/1251000] [274.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002480] [CE 4.005 (4.356)] [KD 3.616 (3.814)] 2024-10-16 15:27:16,449 - Train: 27.50% [344000/1251000] [275.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002480] [CE 4.208 (4.397)] [KD 3.860 (3.854)] 2024-10-16 15:27:34,524 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 37046] [top5_cnt 46073] [top_all 50000] 2024-10-16 15:27:34,525 - net: 74.092 (92.146) 2024-10-16 15:27:46,510 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 39362] [top5_cnt 47155] [top_all 50000] 2024-10-16 15:27:46,510 - net_E: 78.724 (94.310) 2024-10-16 15:27:46,663 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:27:46,663 - ==> Total time: 1 day, 0:14:27 Eta: 2 days, 15:54:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:27:57,026 - Train: 27.50% [344050/1251000] [275.0/1000.0] [batch_t 0.236 (0.324)] [data_t 0.009] [optim_t 0.227] [lr 0.002479] [CE 5.060 (4.354)] [KD 3.999 (3.720)] 2024-10-16 15:28:08,897 - Train: 27.51% [344100/1251000] [275.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002479] [CE 4.140 (4.268)] [KD 3.991 (3.762)] 2024-10-16 15:28:21,281 - Train: 27.51% [344150/1251000] [275.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002479] [CE 4.262 (4.349)] [KD 3.778 (3.870)] 2024-10-16 15:28:32,972 - Train: 27.51% [344200/1251000] [275.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002479] [CE 3.946 (4.319)] [KD 3.718 (3.755)] 2024-10-16 15:28:44,709 - Train: 27.52% [344250/1251000] [275.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002479] [CE 4.399 (4.278)] [KD 3.827 (3.807)] 2024-10-16 15:28:57,094 - Train: 27.52% [344300/1251000] [275.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002479] [CE 4.301 (4.319)] [KD 3.739 (3.768)] 2024-10-16 15:29:09,445 - Train: 27.53% [344350/1251000] [275.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002479] [CE 4.713 (4.399)] [KD 4.129 (3.807)] 2024-10-16 15:29:21,321 - Train: 27.53% [344400/1251000] [275.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002478] [CE 3.975 (4.379)] [KD 3.665 (3.789)] 2024-10-16 15:29:33,740 - Train: 27.53% [344450/1251000] [275.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002478] [CE 4.558 (4.337)] [KD 3.897 (3.837)] 2024-10-16 15:29:45,687 - Train: 27.54% [344500/1251000] [275.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002478] [CE 4.661 (4.318)] [KD 3.904 (3.845)] 2024-10-16 15:29:57,828 - Train: 27.54% [344550/1251000] [275.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002478] [CE 4.756 (4.284)] [KD 3.968 (3.776)] 2024-10-16 15:30:10,024 - Train: 27.55% [344600/1251000] [275.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002478] [CE 4.489 (4.350)] [KD 3.774 (3.829)] 2024-10-16 15:30:22,143 - Train: 27.55% [344650/1251000] [275.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002478] [CE 4.535 (4.270)] [KD 3.794 (3.816)] 2024-10-16 15:30:34,382 - Train: 27.55% [344700/1251000] [275.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002478] [CE 4.651 (4.320)] [KD 3.869 (3.819)] 2024-10-16 15:30:46,487 - Train: 27.56% [344750/1251000] [275.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002477] [CE 4.133 (4.388)] [KD 3.510 (3.846)] 2024-10-16 15:30:58,514 - Train: 27.56% [344800/1251000] [275.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002477] [CE 3.897 (4.319)] [KD 3.641 (3.808)] 2024-10-16 15:31:10,602 - Train: 27.57% [344850/1251000] [275.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002477] [CE 3.913 (4.325)] [KD 3.665 (3.814)] 2024-10-16 15:31:22,669 - Train: 27.57% [344900/1251000] [275.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002477] [CE 4.238 (4.349)] [KD 3.465 (3.752)] 2024-10-16 15:31:34,867 - Train: 27.57% [344950/1251000] [275.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002477] [CE 4.798 (4.282)] [KD 4.152 (3.754)] 2024-10-16 15:31:46,859 - Train: 27.58% [345000/1251000] [275.8/1000.0] [batch_t 0.278 (0.240)] [data_t 0.009] [optim_t 0.269] [lr 0.002477] [CE 4.726 (4.343)] [KD 3.938 (3.821)] 2024-10-16 15:31:59,157 - Train: 27.58% [345050/1251000] [275.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002477] [CE 4.471 (4.411)] [KD 3.953 (3.892)] 2024-10-16 15:32:11,521 - Train: 27.59% [345100/1251000] [275.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002476] [CE 4.279 (4.376)] [KD 3.626 (3.835)] 2024-10-16 15:32:23,482 - Train: 27.59% [345150/1251000] [275.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002476] [CE 4.758 (4.342)] [KD 4.090 (3.790)] 2024-10-16 15:32:35,541 - Train: 27.59% [345200/1251000] [275.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002476] [CE 4.286 (4.387)] [KD 3.877 (3.800)] 2024-10-16 15:32:47,952 - Train: 27.60% [345250/1251000] [276.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002476] [CE 3.951 (4.271)] [KD 3.844 (3.758)] 2024-10-16 15:33:06,739 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 37136] [top5_cnt 46130] [top_all 50000] 2024-10-16 15:33:06,740 - net: 74.272 (92.260) 2024-10-16 15:33:19,376 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.244)] [top1_cnt 39333] [top5_cnt 47162] [top_all 50000] 2024-10-16 15:33:19,377 - net_E: 78.666 (94.324) 2024-10-16 15:33:19,554 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:33:19,554 - ==> Total time: 1 day, 0:20:00 Eta: 2 days, 15:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:33:29,216 - Train: 27.60% [345300/1251000] [276.0/1000.0] [batch_t 0.234 (0.343)] [data_t 0.009] [optim_t 0.225] [lr 0.002476] [CE 4.396 (4.236)] [KD 3.623 (3.685)] 2024-10-16 15:33:41,359 - Train: 27.61% [345350/1251000] [276.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002476] [CE 4.705 (4.293)] [KD 4.207 (3.724)] 2024-10-16 15:33:53,565 - Train: 27.61% [345400/1251000] [276.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002476] [CE 4.471 (4.245)] [KD 3.403 (3.636)] 2024-10-16 15:34:05,725 - Train: 27.61% [345450/1251000] [276.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002475] [CE 3.705 (4.296)] [KD 3.481 (3.768)] 2024-10-16 15:34:17,998 - Train: 27.62% [345500/1251000] [276.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002475] [CE 4.693 (4.355)] [KD 3.962 (3.788)] 2024-10-16 15:34:30,255 - Train: 27.62% [345550/1251000] [276.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002475] [CE 4.832 (4.267)] [KD 4.411 (3.808)] 2024-10-16 15:34:42,509 - Train: 27.63% [345600/1251000] [276.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002475] [CE 4.870 (4.359)] [KD 4.133 (3.795)] 2024-10-16 15:34:54,600 - Train: 27.63% [345650/1251000] [276.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002475] [CE 4.542 (4.299)] [KD 3.982 (3.827)] 2024-10-16 15:35:06,697 - Train: 27.63% [345700/1251000] [276.3/1000.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.002475] [CE 4.236 (4.332)] [KD 3.839 (3.833)] 2024-10-16 15:35:18,812 - Train: 27.64% [345750/1251000] [276.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002475] [CE 4.471 (4.307)] [KD 3.835 (3.776)] 2024-10-16 15:35:30,888 - Train: 27.64% [345800/1251000] [276.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002474] [CE 3.913 (4.312)] [KD 3.646 (3.809)] 2024-10-16 15:35:43,093 - Train: 27.65% [345850/1251000] [276.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002474] [CE 4.751 (4.305)] [KD 4.145 (3.814)] 2024-10-16 15:35:55,096 - Train: 27.65% [345900/1251000] [276.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002474] [CE 4.356 (4.337)] [KD 4.034 (3.805)] 2024-10-16 15:36:07,319 - Train: 27.65% [345950/1251000] [276.5/1000.0] [batch_t 0.278 (0.244)] [data_t 0.009] [optim_t 0.269] [lr 0.002474] [CE 4.402 (4.329)] [KD 3.919 (3.809)] 2024-10-16 15:36:19,660 - Train: 27.66% [346000/1251000] [276.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002474] [CE 4.024 (4.269)] [KD 3.603 (3.794)] 2024-10-16 15:36:31,798 - Train: 27.66% [346050/1251000] [276.6/1000.0] [batch_t 0.320 (0.243)] [data_t 0.009] [optim_t 0.311] [lr 0.002474] [CE 4.658 (4.377)] [KD 4.134 (3.888)] 2024-10-16 15:36:43,893 - Train: 27.67% [346100/1251000] [276.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002474] [CE 4.498 (4.337)] [KD 4.168 (3.882)] 2024-10-16 15:36:55,977 - Train: 27.67% [346150/1251000] [276.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002473] [CE 4.003 (4.320)] [KD 3.569 (3.815)] 2024-10-16 15:37:08,104 - Train: 27.67% [346200/1251000] [276.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002473] [CE 4.519 (4.286)] [KD 3.937 (3.782)] 2024-10-16 15:37:20,038 - Train: 27.68% [346250/1251000] [276.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002473] [CE 4.048 (4.351)] [KD 3.854 (3.852)] 2024-10-16 15:37:32,100 - Train: 27.68% [346300/1251000] [276.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002473] [CE 4.745 (4.318)] [KD 3.982 (3.775)] 2024-10-16 15:37:43,929 - Train: 27.69% [346350/1251000] [276.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002473] [CE 4.811 (4.280)] [KD 4.058 (3.777)] 2024-10-16 15:37:56,005 - Train: 27.69% [346400/1251000] [276.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002473] [CE 4.615 (4.369)] [KD 3.694 (3.783)] 2024-10-16 15:38:07,805 - Train: 27.69% [346450/1251000] [276.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002473] [CE 4.393 (4.355)] [KD 3.821 (3.830)] 2024-10-16 15:38:19,888 - Train: 27.70% [346500/1251000] [277.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002472] [CE 4.651 (4.344)] [KD 3.835 (3.775)] 2024-10-16 15:38:38,922 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 36908] [top5_cnt 46035] [top_all 50000] 2024-10-16 15:38:38,922 - net: 73.816 (92.070) 2024-10-16 15:38:51,143 - Test (net_E): 100.00% [50/50] [batch_t 0.103 (0.236)] [top1_cnt 39333] [top5_cnt 47165] [top_all 50000] 2024-10-16 15:38:51,144 - net_E: 78.666 (94.330) 2024-10-16 15:38:51,293 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:38:51,294 - ==> Total time: 1 day, 0:25:31 Eta: 2 days, 15:45:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:39:00,169 - Train: 27.70% [346550/1251000] [277.0/1000.0] [batch_t 0.231 (0.329)] [data_t 0.009] [optim_t 0.222] [lr 0.002472] [CE 3.744 (4.386)] [KD 3.411 (3.846)] 2024-10-16 15:39:12,058 - Train: 27.71% [346600/1251000] [277.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002472] [CE 4.187 (4.301)] [KD 3.450 (3.723)] 2024-10-16 15:39:24,084 - Train: 27.71% [346650/1251000] [277.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002472] [CE 4.408 (4.404)] [KD 3.843 (3.780)] 2024-10-16 15:39:35,851 - Train: 27.71% [346700/1251000] [277.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002472] [CE 3.991 (4.270)] [KD 3.553 (3.753)] 2024-10-16 15:39:47,908 - Train: 27.72% [346750/1251000] [277.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002472] [CE 4.414 (4.379)] [KD 4.295 (3.813)] 2024-10-16 15:39:59,944 - Train: 27.72% [346800/1251000] [277.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002472] [CE 4.126 (4.330)] [KD 3.773 (3.730)] 2024-10-16 15:40:11,779 - Train: 27.73% [346850/1251000] [277.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002471] [CE 4.998 (4.388)] [KD 4.160 (3.801)] 2024-10-16 15:40:23,508 - Train: 27.73% [346900/1251000] [277.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002471] [CE 4.337 (4.370)] [KD 3.792 (3.857)] 2024-10-16 15:40:35,416 - Train: 27.73% [346950/1251000] [277.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002471] [CE 4.611 (4.298)] [KD 4.126 (3.774)] 2024-10-16 15:40:47,207 - Train: 27.74% [347000/1251000] [277.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002471] [CE 4.370 (4.313)] [KD 3.934 (3.818)] 2024-10-16 15:40:59,301 - Train: 27.74% [347050/1251000] [277.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002471] [CE 3.624 (4.311)] [KD 3.644 (3.758)] 2024-10-16 15:41:11,297 - Train: 27.75% [347100/1251000] [277.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002471] [CE 4.519 (4.384)] [KD 3.838 (3.850)] 2024-10-16 15:41:23,137 - Train: 27.75% [347150/1251000] [277.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002471] [CE 4.479 (4.446)] [KD 3.743 (3.869)] 2024-10-16 15:41:35,186 - Train: 27.75% [347200/1251000] [277.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002470] [CE 4.639 (4.280)] [KD 3.855 (3.751)] 2024-10-16 15:41:47,287 - Train: 27.76% [347250/1251000] [277.6/1000.0] [batch_t 0.292 (0.242)] [data_t 0.009] [optim_t 0.283] [lr 0.002470] [CE 4.265 (4.359)] [KD 4.002 (3.808)] 2024-10-16 15:41:59,484 - Train: 27.76% [347300/1251000] [277.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002470] [CE 4.321 (4.262)] [KD 3.660 (3.730)] 2024-10-16 15:42:11,650 - Train: 27.77% [347350/1251000] [277.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002470] [CE 4.743 (4.329)] [KD 3.941 (3.734)] 2024-10-16 15:42:23,856 - Train: 27.77% [347400/1251000] [277.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002470] [CE 3.947 (4.254)] [KD 3.387 (3.740)] 2024-10-16 15:42:35,914 - Train: 27.77% [347450/1251000] [277.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002470] [CE 4.806 (4.368)] [KD 4.038 (3.763)] 2024-10-16 15:42:48,084 - Train: 27.78% [347500/1251000] [277.8/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002470] [CE 4.517 (4.368)] [KD 3.759 (3.851)] 2024-10-16 15:43:00,415 - Train: 27.78% [347550/1251000] [277.8/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.002469] [CE 4.320 (4.320)] [KD 3.781 (3.785)] 2024-10-16 15:43:12,876 - Train: 27.79% [347600/1251000] [277.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002469] [CE 4.565 (4.287)] [KD 3.897 (3.826)] 2024-10-16 15:43:24,972 - Train: 27.79% [347650/1251000] [277.9/1000.0] [batch_t 0.269 (0.242)] [data_t 0.009] [optim_t 0.260] [lr 0.002469] [CE 4.521 (4.437)] [KD 3.982 (3.862)] 2024-10-16 15:43:37,394 - Train: 27.79% [347700/1251000] [277.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002469] [CE 4.378 (4.360)] [KD 3.884 (3.850)] 2024-10-16 15:43:49,901 - Train: 27.80% [347750/1251000] [278.0/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002469] [CE 4.759 (4.304)] [KD 4.055 (3.808)] 2024-10-16 15:44:08,647 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36903] [top5_cnt 46038] [top_all 50000] 2024-10-16 15:44:08,647 - net: 73.806 (92.076) 2024-10-16 15:44:21,033 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39364] [top5_cnt 47163] [top_all 50000] 2024-10-16 15:44:21,034 - net_E: 78.728 (94.326) 2024-10-16 15:44:21,171 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:44:21,171 - ==> Total time: 1 day, 0:31:01 Eta: 2 days, 15:40:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:44:30,580 - Train: 27.80% [347800/1251000] [278.0/1000.0] [batch_t 0.231 (0.322)] [data_t 0.009] [optim_t 0.222] [lr 0.002469] [CE 4.302 (4.423)] [KD 3.670 (3.788)] 2024-10-16 15:44:42,575 - Train: 27.81% [347850/1251000] [278.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002469] [CE 4.350 (4.310)] [KD 3.884 (3.799)] 2024-10-16 15:44:54,644 - Train: 27.81% [347900/1251000] [278.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002468] [CE 4.572 (4.366)] [KD 3.739 (3.855)] 2024-10-16 15:45:06,477 - Train: 27.81% [347950/1251000] [278.1/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.002468] [CE 4.079 (4.368)] [KD 3.684 (3.863)] 2024-10-16 15:45:18,172 - Train: 27.82% [348000/1251000] [278.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002468] [CE 4.685 (4.431)] [KD 4.011 (3.859)] 2024-10-16 15:45:30,235 - Train: 27.82% [348050/1251000] [278.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002468] [CE 4.157 (4.356)] [KD 3.925 (3.842)] 2024-10-16 15:45:41,936 - Train: 27.83% [348100/1251000] [278.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002468] [CE 4.836 (4.308)] [KD 3.886 (3.780)] 2024-10-16 15:45:53,992 - Train: 27.83% [348150/1251000] [278.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002468] [CE 4.843 (4.318)] [KD 4.097 (3.735)] 2024-10-16 15:46:05,984 - Train: 27.83% [348200/1251000] [278.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002468] [CE 4.089 (4.260)] [KD 3.490 (3.763)] 2024-10-16 15:46:17,647 - Train: 27.84% [348250/1251000] [278.4/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002467] [CE 4.729 (4.386)] [KD 3.761 (3.822)] 2024-10-16 15:46:29,316 - Train: 27.84% [348300/1251000] [278.4/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002467] [CE 4.041 (4.276)] [KD 3.524 (3.759)] 2024-10-16 15:46:41,357 - Train: 27.85% [348350/1251000] [278.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002467] [CE 4.406 (4.356)] [KD 3.951 (3.837)] 2024-10-16 15:46:53,128 - Train: 27.85% [348400/1251000] [278.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002467] [CE 4.532 (4.314)] [KD 3.764 (3.772)] 2024-10-16 15:47:05,143 - Train: 27.85% [348450/1251000] [278.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002467] [CE 4.310 (4.297)] [KD 3.946 (3.797)] 2024-10-16 15:47:17,154 - Train: 27.86% [348500/1251000] [278.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002467] [CE 4.065 (4.307)] [KD 3.347 (3.714)] 2024-10-16 15:47:29,109 - Train: 27.86% [348550/1251000] [278.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002467] [CE 4.339 (4.342)] [KD 3.889 (3.819)] 2024-10-16 15:47:41,221 - Train: 27.87% [348600/1251000] [278.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002466] [CE 3.942 (4.284)] [KD 3.549 (3.782)] 2024-10-16 15:47:53,110 - Train: 27.87% [348650/1251000] [278.7/1000.0] [batch_t 0.266 (0.238)] [data_t 0.044] [optim_t 0.223] [lr 0.002466] [CE 4.875 (4.354)] [KD 4.147 (3.784)] 2024-10-16 15:48:05,114 - Train: 27.87% [348700/1251000] [278.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002466] [CE 4.279 (4.223)] [KD 3.805 (3.729)] 2024-10-16 15:48:17,096 - Train: 27.88% [348750/1251000] [278.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002466] [CE 4.754 (4.322)] [KD 3.929 (3.822)] 2024-10-16 15:48:29,151 - Train: 27.88% [348800/1251000] [278.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002466] [CE 4.528 (4.375)] [KD 4.231 (3.939)] 2024-10-16 15:48:41,260 - Train: 27.89% [348850/1251000] [278.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002466] [CE 4.447 (4.373)] [KD 3.942 (3.897)] 2024-10-16 15:48:53,282 - Train: 27.89% [348900/1251000] [278.9/1000.0] [batch_t 0.260 (0.240)] [data_t 0.033] [optim_t 0.226] [lr 0.002466] [CE 4.320 (4.270)] [KD 3.879 (3.814)] 2024-10-16 15:49:05,263 - Train: 27.89% [348950/1251000] [278.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002465] [CE 4.557 (4.347)] [KD 3.818 (3.795)] 2024-10-16 15:49:17,177 - Train: 27.90% [349000/1251000] [279.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002465] [CE 4.335 (4.338)] [KD 3.637 (3.756)] 2024-10-16 15:49:36,287 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 37087] [top5_cnt 46025] [top_all 50000] 2024-10-16 15:49:36,287 - net: 74.174 (92.050) 2024-10-16 15:49:48,281 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39356] [top5_cnt 47160] [top_all 50000] 2024-10-16 15:49:48,282 - net_E: 78.712 (94.320) 2024-10-16 15:49:48,419 - Max [top1: 74.292 (epoch: 248)] [top1-ema: 78.730 (epoch: 274)] 2024-10-16 15:49:48,419 - ==> Total time: 1 day, 0:36:29 Eta: 2 days, 15:35:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:49:57,385 - Train: 27.90% [349050/1251000] [279.0/1000.0] [batch_t 0.232 (0.359)] [data_t 0.009] [optim_t 0.224] [lr 0.002465] [CE 4.561 (4.247)] [KD 3.779 (3.740)] 2024-10-16 15:50:09,409 - Train: 27.91% [349100/1251000] [279.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002465] [CE 4.397 (4.316)] [KD 3.768 (3.744)] 2024-10-16 15:50:21,651 - Train: 27.91% [349150/1251000] [279.1/1000.0] [batch_t 0.400 (0.245)] [data_t 0.009] [optim_t 0.391] [lr 0.002465] [CE 4.838 (4.318)] [KD 3.992 (3.766)] 2024-10-16 15:50:33,403 - Train: 27.91% [349200/1251000] [279.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002465] [CE 4.285 (4.240)] [KD 3.677 (3.711)] 2024-10-16 15:50:45,142 - Train: 27.92% [349250/1251000] [279.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002465] [CE 4.285 (4.266)] [KD 3.600 (3.801)] 2024-10-16 15:50:57,142 - Train: 27.92% [349300/1251000] [279.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002464] [CE 4.185 (4.231)] [KD 3.707 (3.675)] 2024-10-16 15:51:09,239 - Train: 27.93% [349350/1251000] [279.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002464] [CE 4.462 (4.308)] [KD 3.926 (3.715)] 2024-10-16 15:51:20,954 - Train: 27.93% [349400/1251000] [279.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002464] [CE 4.185 (4.215)] [KD 3.451 (3.724)] 2024-10-16 15:51:32,846 - Train: 27.93% [349450/1251000] [279.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002464] [CE 4.224 (4.304)] [KD 3.883 (3.792)] 2024-10-16 15:51:44,870 - Train: 27.94% [349500/1251000] [279.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002464] [CE 3.847 (4.333)] [KD 3.555 (3.758)] 2024-10-16 15:51:56,728 - Train: 27.94% [349550/1251000] [279.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002464] [CE 4.741 (4.275)] [KD 4.069 (3.805)] 2024-10-16 15:52:08,704 - Train: 27.95% [349600/1251000] [279.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002464] [CE 3.880 (4.361)] [KD 3.906 (3.892)] 2024-10-16 15:52:20,841 - Train: 27.95% [349650/1251000] [279.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002463] [CE 4.417 (4.346)] [KD 3.883 (3.799)] 2024-10-16 15:52:32,740 - Train: 27.95% [349700/1251000] [279.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002463] [CE 4.853 (4.338)] [KD 3.780 (3.785)] 2024-10-16 15:52:44,767 - Train: 27.96% [349750/1251000] [279.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002463] [CE 4.696 (4.340)] [KD 4.081 (3.828)] 2024-10-16 15:52:56,810 - Train: 27.96% [349800/1251000] [279.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002463] [CE 4.791 (4.384)] [KD 4.089 (3.794)] 2024-10-16 15:53:08,771 - Train: 27.97% [349850/1251000] [279.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002463] [CE 4.203 (4.334)] [KD 3.900 (3.836)] 2024-10-16 15:53:20,863 - Train: 27.97% [349900/1251000] [279.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002463] [CE 4.390 (4.308)] [KD 3.979 (3.742)] 2024-10-16 15:53:33,010 - Train: 27.97% [349950/1251000] [279.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002463] [CE 4.011 (4.353)] [KD 3.702 (3.816)] 2024-10-16 15:53:44,945 - Train: 27.98% [350000/1251000] [279.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002462] [CE 4.534 (4.354)] [KD 3.979 (3.835)] 2024-10-16 15:53:56,743 - Train: 27.98% [350050/1251000] [279.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002462] [CE 4.771 (4.361)] [KD 4.022 (3.828)] 2024-10-16 15:54:08,902 - Train: 27.99% [350100/1251000] [279.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002462] [CE 4.445 (4.359)] [KD 3.902 (3.885)] 2024-10-16 15:54:20,964 - Train: 27.99% [350150/1251000] [279.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002462] [CE 4.699 (4.341)] [KD 3.877 (3.819)] 2024-10-16 15:54:32,777 - Train: 27.99% [350200/1251000] [279.9/1000.0] [batch_t 0.310 (0.236)] [data_t 0.009] [optim_t 0.301] [lr 0.002462] [CE 4.402 (4.296)] [KD 3.693 (3.794)] 2024-10-16 15:54:44,883 - Train: 28.00% [350250/1251000] [280.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002462] [CE 4.966 (4.308)] [KD 4.302 (3.791)] 2024-10-16 15:55:04,242 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 37219] [top5_cnt 46149] [top_all 50000] 2024-10-16 15:55:04,242 - net: 74.438 (92.298) 2024-10-16 15:55:16,405 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39382] [top5_cnt 47163] [top_all 50000] 2024-10-16 15:55:16,405 - net_E: 78.764 (94.326) 2024-10-16 15:55:16,551 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.764 (epoch: 280)] 2024-10-16 15:55:16,552 - ==> Total time: 1 day, 0:41:57 Eta: 2 days, 15:30:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 15:55:27,628 - Train: 28.00% [350300/1251000] [280.0/1000.0] [batch_t 0.232 (0.285)] [data_t 0.009] [optim_t 0.223] [lr 0.002462] [CE 4.475 (4.304)] [KD 3.842 (3.736)] 2024-10-16 15:55:39,471 - Train: 28.01% [350350/1251000] [280.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002461] [CE 4.475 (4.257)] [KD 3.689 (3.812)] 2024-10-16 15:55:51,744 - Train: 28.01% [350400/1251000] [280.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002461] [CE 4.214 (4.382)] [KD 3.886 (3.897)] 2024-10-16 15:56:03,641 - Train: 28.01% [350450/1251000] [280.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002461] [CE 4.603 (4.352)] [KD 3.910 (3.785)] 2024-10-16 15:56:15,481 - Train: 28.02% [350500/1251000] [280.2/1000.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002461] [CE 4.589 (4.359)] [KD 3.693 (3.758)] 2024-10-16 15:56:27,577 - Train: 28.02% [350550/1251000] [280.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002461] [CE 4.467 (4.383)] [KD 3.993 (3.841)] 2024-10-16 15:56:39,386 - Train: 28.03% [350600/1251000] [280.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002461] [CE 4.598 (4.300)] [KD 3.715 (3.775)] 2024-10-16 15:56:51,059 - Train: 28.03% [350650/1251000] [280.3/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002461] [CE 4.011 (4.234)] [KD 3.508 (3.658)] 2024-10-16 15:57:03,246 - Train: 28.03% [350700/1251000] [280.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002460] [CE 3.844 (4.307)] [KD 3.642 (3.807)] 2024-10-16 15:57:15,001 - Train: 28.04% [350750/1251000] [280.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002460] [CE 4.091 (4.292)] [KD 3.647 (3.766)] 2024-10-16 15:57:27,020 - Train: 28.04% [350800/1251000] [280.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002460] [CE 4.200 (4.369)] [KD 3.727 (3.815)] 2024-10-16 15:57:38,737 - Train: 28.05% [350850/1251000] [280.5/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002460] [CE 4.342 (4.317)] [KD 3.615 (3.823)] 2024-10-16 15:57:50,803 - Train: 28.05% [350900/1251000] [280.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002460] [CE 4.200 (4.220)] [KD 3.535 (3.665)] 2024-10-16 15:58:02,478 - Train: 28.05% [350950/1251000] [280.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002460] [CE 4.317 (4.424)] [KD 3.925 (3.780)] 2024-10-16 15:58:14,434 - Train: 28.06% [351000/1251000] [280.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002460] [CE 3.891 (4.377)] [KD 3.732 (3.848)] 2024-10-16 15:58:26,413 - Train: 28.06% [351050/1251000] [280.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002459] [CE 4.192 (4.294)] [KD 3.590 (3.807)] 2024-10-16 15:58:38,360 - Train: 28.07% [351100/1251000] [280.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002459] [CE 4.505 (4.400)] [KD 3.791 (3.781)] 2024-10-16 15:58:50,039 - Train: 28.07% [351150/1251000] [280.7/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002459] [CE 4.223 (4.348)] [KD 3.671 (3.775)] 2024-10-16 15:59:02,058 - Train: 28.07% [351200/1251000] [280.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002459] [CE 4.423 (4.354)] [KD 3.856 (3.824)] 2024-10-16 15:59:13,988 - Train: 28.08% [351250/1251000] [280.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002459] [CE 3.649 (4.343)] [KD 3.581 (3.841)] 2024-10-16 15:59:25,952 - Train: 28.08% [351300/1251000] [280.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002459] [CE 4.833 (4.330)] [KD 4.184 (3.815)] 2024-10-16 15:59:38,257 - Train: 28.09% [351350/1251000] [280.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002458] [CE 4.360 (4.329)] [KD 4.003 (3.825)] 2024-10-16 15:59:50,236 - Train: 28.09% [351400/1251000] [280.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002458] [CE 4.293 (4.404)] [KD 3.618 (3.796)] 2024-10-16 16:00:02,158 - Train: 28.09% [351450/1251000] [280.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002458] [CE 4.281 (4.339)] [KD 3.917 (3.729)] 2024-10-16 16:00:14,245 - Train: 28.10% [351500/1251000] [281.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002458] [CE 4.135 (4.342)] [KD 3.651 (3.809)] 2024-10-16 16:00:33,617 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 36848] [top5_cnt 46003] [top_all 50000] 2024-10-16 16:00:33,617 - net: 73.696 (92.006) 2024-10-16 16:00:45,827 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39394] [top5_cnt 47146] [top_all 50000] 2024-10-16 16:00:45,827 - net_E: 78.788 (94.292) 2024-10-16 16:00:45,959 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:00:45,959 - ==> Total time: 1 day, 0:47:26 Eta: 2 days, 15:25:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:00:55,905 - Train: 28.10% [351550/1251000] [281.0/1000.0] [batch_t 0.231 (0.293)] [data_t 0.009] [optim_t 0.222] [lr 0.002458] [CE 4.185 (4.259)] [KD 3.496 (3.779)] 2024-10-16 16:01:07,751 - Train: 28.11% [351600/1251000] [281.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002458] [CE 4.611 (4.300)] [KD 3.990 (3.690)] 2024-10-16 16:01:20,089 - Train: 28.11% [351650/1251000] [281.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002458] [CE 4.221 (4.344)] [KD 3.651 (3.720)] 2024-10-16 16:01:32,112 - Train: 28.11% [351700/1251000] [281.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002457] [CE 3.984 (4.359)] [KD 3.601 (3.819)] 2024-10-16 16:01:43,966 - Train: 28.12% [351750/1251000] [281.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002457] [CE 4.307 (4.347)] [KD 3.661 (3.753)] 2024-10-16 16:01:55,978 - Train: 28.12% [351800/1251000] [281.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002457] [CE 4.101 (4.355)] [KD 3.631 (3.746)] 2024-10-16 16:02:07,721 - Train: 28.13% [351850/1251000] [281.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002457] [CE 4.453 (4.294)] [KD 4.108 (3.687)] 2024-10-16 16:02:19,537 - Train: 28.13% [351900/1251000] [281.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002457] [CE 4.640 (4.341)] [KD 4.088 (3.784)] 2024-10-16 16:02:31,554 - Train: 28.13% [351950/1251000] [281.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002457] [CE 4.528 (4.307)] [KD 4.081 (3.788)] 2024-10-16 16:02:43,568 - Train: 28.14% [352000/1251000] [281.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002457] [CE 4.869 (4.278)] [KD 4.042 (3.786)] 2024-10-16 16:02:55,535 - Train: 28.14% [352050/1251000] [281.4/1000.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.002456] [CE 3.914 (4.275)] [KD 3.614 (3.781)] 2024-10-16 16:03:07,817 - Train: 28.15% [352100/1251000] [281.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002456] [CE 4.264 (4.355)] [KD 3.679 (3.807)] 2024-10-16 16:03:19,530 - Train: 28.15% [352150/1251000] [281.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002456] [CE 4.582 (4.316)] [KD 3.945 (3.814)] 2024-10-16 16:03:31,370 - Train: 28.15% [352200/1251000] [281.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002456] [CE 4.446 (4.363)] [KD 3.632 (3.726)] 2024-10-16 16:03:43,224 - Train: 28.16% [352250/1251000] [281.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002456] [CE 4.674 (4.331)] [KD 4.100 (3.849)] 2024-10-16 16:03:55,362 - Train: 28.16% [352300/1251000] [281.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002456] [CE 4.061 (4.315)] [KD 3.575 (3.750)] 2024-10-16 16:04:07,091 - Train: 28.17% [352350/1251000] [281.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002456] [CE 4.719 (4.341)] [KD 3.857 (3.834)] 2024-10-16 16:04:19,002 - Train: 28.17% [352400/1251000] [281.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002455] [CE 4.066 (4.398)] [KD 3.762 (3.884)] 2024-10-16 16:04:30,817 - Train: 28.17% [352450/1251000] [281.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002455] [CE 3.922 (4.342)] [KD 3.509 (3.809)] 2024-10-16 16:04:42,687 - Train: 28.18% [352500/1251000] [281.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002455] [CE 4.644 (4.371)] [KD 3.886 (3.834)] 2024-10-16 16:04:54,755 - Train: 28.18% [352550/1251000] [281.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002455] [CE 4.608 (4.287)] [KD 4.023 (3.819)] 2024-10-16 16:05:06,840 - Train: 28.19% [352600/1251000] [281.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002455] [CE 4.774 (4.384)] [KD 4.075 (3.819)] 2024-10-16 16:05:18,693 - Train: 28.19% [352650/1251000] [281.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002455] [CE 4.385 (4.301)] [KD 3.639 (3.781)] 2024-10-16 16:05:30,983 - Train: 28.19% [352700/1251000] [281.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002455] [CE 3.848 (4.310)] [KD 3.621 (3.744)] 2024-10-16 16:05:43,052 - Train: 28.20% [352750/1251000] [282.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002454] [CE 4.499 (4.327)] [KD 3.804 (3.756)] 2024-10-16 16:06:02,595 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 36800] [top5_cnt 46016] [top_all 50000] 2024-10-16 16:06:02,595 - net: 73.600 (92.032) 2024-10-16 16:06:14,476 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 39384] [top5_cnt 47151] [top_all 50000] 2024-10-16 16:06:14,476 - net_E: 78.768 (94.302) 2024-10-16 16:06:14,633 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:06:14,634 - ==> Total time: 1 day, 0:52:55 Eta: 2 days, 15:21:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:06:22,985 - Train: 28.20% [352800/1251000] [282.0/1000.0] [batch_t 0.230 (0.392)] [data_t 0.009] [optim_t 0.221] [lr 0.002454] [CE 4.430 (4.284)] [KD 3.798 (3.842)] 2024-10-16 16:06:34,743 - Train: 28.21% [352850/1251000] [282.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002454] [CE 3.581 (4.273)] [KD 3.504 (3.728)] 2024-10-16 16:06:46,972 - Train: 28.21% [352900/1251000] [282.1/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002454] [CE 4.437 (4.271)] [KD 3.493 (3.683)] 2024-10-16 16:06:58,957 - Train: 28.21% [352950/1251000] [282.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002454] [CE 5.016 (4.329)] [KD 4.119 (3.764)] 2024-10-16 16:07:10,689 - Train: 28.22% [353000/1251000] [282.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002454] [CE 4.298 (4.321)] [KD 3.538 (3.767)] 2024-10-16 16:07:22,914 - Train: 28.22% [353050/1251000] [282.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002454] [CE 4.119 (4.325)] [KD 3.401 (3.756)] 2024-10-16 16:07:34,829 - Train: 28.23% [353100/1251000] [282.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002453] [CE 4.011 (4.297)] [KD 3.636 (3.687)] 2024-10-16 16:07:46,673 - Train: 28.23% [353150/1251000] [282.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002453] [CE 4.017 (4.312)] [KD 3.947 (3.757)] 2024-10-16 16:07:58,526 - Train: 28.23% [353200/1251000] [282.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002453] [CE 4.495 (4.308)] [KD 3.651 (3.791)] 2024-10-16 16:08:10,708 - Train: 28.24% [353250/1251000] [282.4/1000.0] [batch_t 0.371 (0.244)] [data_t 0.009] [optim_t 0.362] [lr 0.002453] [CE 4.401 (4.328)] [KD 3.895 (3.743)] 2024-10-16 16:08:22,639 - Train: 28.24% [353300/1251000] [282.4/1000.0] [batch_t 0.297 (0.239)] [data_t 0.009] [optim_t 0.289] [lr 0.002453] [CE 4.390 (4.384)] [KD 3.750 (3.835)] 2024-10-16 16:08:34,583 - Train: 28.25% [353350/1251000] [282.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002453] [CE 4.448 (4.290)] [KD 3.932 (3.786)] 2024-10-16 16:08:46,260 - Train: 28.25% [353400/1251000] [282.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002453] [CE 4.328 (4.356)] [KD 3.546 (3.786)] 2024-10-16 16:08:58,434 - Train: 28.25% [353450/1251000] [282.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002452] [CE 4.605 (4.328)] [KD 3.887 (3.786)] 2024-10-16 16:09:10,793 - Train: 28.26% [353500/1251000] [282.6/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.002452] [CE 4.365 (4.300)] [KD 3.922 (3.776)] 2024-10-16 16:09:22,758 - Train: 28.26% [353550/1251000] [282.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002452] [CE 4.413 (4.286)] [KD 3.891 (3.754)] 2024-10-16 16:09:34,798 - Train: 28.27% [353600/1251000] [282.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002452] [CE 4.534 (4.336)] [KD 3.794 (3.862)] 2024-10-16 16:09:47,020 - Train: 28.27% [353650/1251000] [282.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002452] [CE 4.149 (4.353)] [KD 3.679 (3.844)] 2024-10-16 16:09:58,957 - Train: 28.27% [353700/1251000] [282.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002452] [CE 4.180 (4.296)] [KD 3.659 (3.754)] 2024-10-16 16:10:10,973 - Train: 28.28% [353750/1251000] [282.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002452] [CE 4.339 (4.338)] [KD 3.894 (3.785)] 2024-10-16 16:10:22,934 - Train: 28.28% [353800/1251000] [282.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002451] [CE 4.602 (4.319)] [KD 3.756 (3.785)] 2024-10-16 16:10:35,101 - Train: 28.29% [353850/1251000] [282.9/1000.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.002451] [CE 4.157 (4.303)] [KD 3.523 (3.799)] 2024-10-16 16:10:47,578 - Train: 28.29% [353900/1251000] [282.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002451] [CE 4.319 (4.339)] [KD 3.926 (3.799)] 2024-10-16 16:10:59,568 - Train: 28.29% [353950/1251000] [282.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002451] [CE 3.984 (4.356)] [KD 3.669 (3.790)] 2024-10-16 16:11:11,773 - Train: 28.30% [354000/1251000] [283.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002451] [CE 3.859 (4.361)] [KD 3.494 (3.786)] 2024-10-16 16:11:31,911 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.243)] [top1_cnt 37128] [top5_cnt 46101] [top_all 50000] 2024-10-16 16:11:31,911 - net: 74.256 (92.202) 2024-10-16 16:11:44,120 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39372] [top5_cnt 47156] [top_all 50000] 2024-10-16 16:11:44,121 - net_E: 78.744 (94.312) 2024-10-16 16:11:44,243 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:11:44,244 - ==> Total time: 1 day, 0:58:24 Eta: 2 days, 15:16:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:11:51,615 - Train: 28.30% [354050/1251000] [283.0/1000.0] [batch_t 0.236 (0.348)] [data_t 0.009] [optim_t 0.227] [lr 0.002451] [CE 4.478 (4.250)] [KD 3.874 (3.698)] 2024-10-16 16:12:03,429 - Train: 28.31% [354100/1251000] [283.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002451] [CE 4.641 (4.344)] [KD 3.863 (3.721)] 2024-10-16 16:12:15,635 - Train: 28.31% [354150/1251000] [283.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002450] [CE 4.370 (4.267)] [KD 3.706 (3.673)] 2024-10-16 16:12:27,913 - Train: 28.31% [354200/1251000] [283.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002450] [CE 3.739 (4.285)] [KD 3.422 (3.698)] 2024-10-16 16:12:39,816 - Train: 28.32% [354250/1251000] [283.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002450] [CE 4.612 (4.331)] [KD 4.044 (3.791)] 2024-10-16 16:12:51,554 - Train: 28.32% [354300/1251000] [283.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002450] [CE 4.134 (4.428)] [KD 3.930 (3.852)] 2024-10-16 16:13:03,404 - Train: 28.33% [354350/1251000] [283.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002450] [CE 3.953 (4.220)] [KD 3.693 (3.729)] 2024-10-16 16:13:15,264 - Train: 28.33% [354400/1251000] [283.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002450] [CE 3.934 (4.305)] [KD 3.322 (3.777)] 2024-10-16 16:13:27,247 - Train: 28.33% [354450/1251000] [283.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002450] [CE 4.313 (4.311)] [KD 3.735 (3.741)] 2024-10-16 16:13:39,302 - Train: 28.34% [354500/1251000] [283.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002449] [CE 4.401 (4.301)] [KD 3.716 (3.715)] 2024-10-16 16:13:51,715 - Train: 28.34% [354550/1251000] [283.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002449] [CE 3.794 (4.318)] [KD 3.723 (3.772)] 2024-10-16 16:14:03,689 - Train: 28.35% [354600/1251000] [283.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002449] [CE 3.967 (4.308)] [KD 3.230 (3.764)] 2024-10-16 16:14:15,895 - Train: 28.35% [354650/1251000] [283.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002449] [CE 4.660 (4.317)] [KD 3.954 (3.758)] 2024-10-16 16:14:27,986 - Train: 28.35% [354700/1251000] [283.5/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002449] [CE 3.970 (4.280)] [KD 3.769 (3.767)] 2024-10-16 16:14:40,166 - Train: 28.36% [354750/1251000] [283.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002449] [CE 4.381 (4.362)] [KD 3.784 (3.791)] 2024-10-16 16:14:52,320 - Train: 28.36% [354800/1251000] [283.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002449] [CE 4.027 (4.322)] [KD 3.683 (3.748)] 2024-10-16 16:15:04,350 - Train: 28.37% [354850/1251000] [283.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002448] [CE 4.583 (4.385)] [KD 3.721 (3.743)] 2024-10-16 16:15:16,556 - Train: 28.37% [354900/1251000] [283.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002448] [CE 4.265 (4.325)] [KD 3.567 (3.758)] 2024-10-16 16:15:28,437 - Train: 28.37% [354950/1251000] [283.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002448] [CE 4.028 (4.352)] [KD 3.693 (3.789)] 2024-10-16 16:15:40,578 - Train: 28.38% [355000/1251000] [283.8/1000.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.002448] [CE 4.175 (4.317)] [KD 3.880 (3.803)] 2024-10-16 16:15:52,679 - Train: 28.38% [355050/1251000] [283.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002448] [CE 4.740 (4.323)] [KD 3.910 (3.837)] 2024-10-16 16:16:04,686 - Train: 28.39% [355100/1251000] [283.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002448] [CE 4.623 (4.341)] [KD 4.090 (3.776)] 2024-10-16 16:16:16,813 - Train: 28.39% [355150/1251000] [283.9/1000.0] [batch_t 0.368 (0.242)] [data_t 0.009] [optim_t 0.359] [lr 0.002448] [CE 4.425 (4.378)] [KD 4.026 (3.875)] 2024-10-16 16:16:29,201 - Train: 28.39% [355200/1251000] [283.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002447] [CE 4.147 (4.380)] [KD 3.529 (3.842)] 2024-10-16 16:16:40,969 - Train: 28.40% [355250/1251000] [284.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002447] [CE 4.532 (4.319)] [KD 4.042 (3.816)] 2024-10-16 16:17:01,014 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.238)] [top1_cnt 36874] [top5_cnt 46060] [top_all 50000] 2024-10-16 16:17:01,014 - net: 73.748 (92.120) 2024-10-16 16:17:13,106 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39348] [top5_cnt 47173] [top_all 50000] 2024-10-16 16:17:13,107 - net_E: 78.696 (94.346) 2024-10-16 16:17:13,218 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:17:13,219 - ==> Total time: 1 day, 1:03:53 Eta: 2 days, 15:11:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:17:21,076 - Train: 28.40% [355300/1251000] [284.0/1000.0] [batch_t 0.233 (0.397)] [data_t 0.009] [optim_t 0.224] [lr 0.002447] [CE 4.776 (4.332)] [KD 3.877 (3.802)] 2024-10-16 16:17:32,967 - Train: 28.41% [355350/1251000] [284.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002447] [CE 4.443 (4.292)] [KD 3.962 (3.774)] 2024-10-16 16:17:45,106 - Train: 28.41% [355400/1251000] [284.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002447] [CE 4.161 (4.262)] [KD 3.435 (3.721)] 2024-10-16 16:17:56,967 - Train: 28.41% [355450/1251000] [284.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002447] [CE 4.445 (4.283)] [KD 3.758 (3.745)] 2024-10-16 16:18:09,314 - Train: 28.42% [355500/1251000] [284.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002446] [CE 4.074 (4.288)] [KD 3.588 (3.735)] 2024-10-16 16:18:20,942 - Train: 28.42% [355550/1251000] [284.2/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002446] [CE 4.369 (4.322)] [KD 3.833 (3.713)] 2024-10-16 16:18:32,875 - Train: 28.43% [355600/1251000] [284.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002446] [CE 4.271 (4.215)] [KD 3.512 (3.683)] 2024-10-16 16:18:44,538 - Train: 28.43% [355650/1251000] [284.3/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002446] [CE 4.349 (4.300)] [KD 3.764 (3.717)] 2024-10-16 16:18:56,365 - Train: 28.43% [355700/1251000] [284.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002446] [CE 4.359 (4.300)] [KD 3.650 (3.791)] 2024-10-16 16:19:08,302 - Train: 28.44% [355750/1251000] [284.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002446] [CE 4.390 (4.425)] [KD 3.735 (3.812)] 2024-10-16 16:19:20,619 - Train: 28.44% [355800/1251000] [284.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002446] [CE 4.191 (4.306)] [KD 3.574 (3.750)] 2024-10-16 16:19:32,278 - Train: 28.45% [355850/1251000] [284.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002445] [CE 4.594 (4.393)] [KD 3.816 (3.798)] 2024-10-16 16:19:44,079 - Train: 28.45% [355900/1251000] [284.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002445] [CE 4.300 (4.393)] [KD 3.834 (3.847)] 2024-10-16 16:19:56,372 - Train: 28.45% [355950/1251000] [284.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002445] [CE 4.602 (4.301)] [KD 3.610 (3.731)] 2024-10-16 16:20:08,529 - Train: 28.46% [356000/1251000] [284.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002445] [CE 4.632 (4.358)] [KD 3.942 (3.774)] 2024-10-16 16:20:20,573 - Train: 28.46% [356050/1251000] [284.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002445] [CE 4.599 (4.319)] [KD 3.845 (3.752)] 2024-10-16 16:20:32,755 - Train: 28.47% [356100/1251000] [284.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002445] [CE 4.712 (4.380)] [KD 4.086 (3.863)] 2024-10-16 16:20:44,435 - Train: 28.47% [356150/1251000] [284.7/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002445] [CE 4.507 (4.383)] [KD 3.740 (3.855)] 2024-10-16 16:20:56,571 - Train: 28.47% [356200/1251000] [284.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002444] [CE 3.990 (4.324)] [KD 3.705 (3.850)] 2024-10-16 16:21:08,581 - Train: 28.48% [356250/1251000] [284.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.018] [optim_t 0.224] [lr 0.002444] [CE 5.030 (4.390)] [KD 4.185 (3.826)] 2024-10-16 16:21:20,655 - Train: 28.48% [356300/1251000] [284.8/1000.0] [batch_t 0.277 (0.241)] [data_t 0.049] [optim_t 0.227] [lr 0.002444] [CE 4.396 (4.332)] [KD 3.689 (3.834)] 2024-10-16 16:21:32,833 - Train: 28.49% [356350/1251000] [284.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002444] [CE 4.461 (4.336)] [KD 3.713 (3.746)] 2024-10-16 16:21:45,297 - Train: 28.49% [356400/1251000] [284.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002444] [CE 4.427 (4.294)] [KD 4.031 (3.775)] 2024-10-16 16:21:56,991 - Train: 28.49% [356450/1251000] [284.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002444] [CE 4.659 (4.313)] [KD 4.094 (3.751)] 2024-10-16 16:22:08,877 - Train: 28.50% [356500/1251000] [285.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002444] [CE 4.434 (4.335)] [KD 4.058 (3.797)] 2024-10-16 16:22:29,290 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 36978] [top5_cnt 45998] [top_all 50000] 2024-10-16 16:22:29,291 - net: 73.956 (91.996) 2024-10-16 16:22:41,592 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.238)] [top1_cnt 39378] [top5_cnt 47189] [top_all 50000] 2024-10-16 16:22:41,593 - net_E: 78.756 (94.378) 2024-10-16 16:22:41,762 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:22:41,763 - ==> Total time: 1 day, 1:09:22 Eta: 2 days, 15:06:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:22:50,308 - Train: 28.50% [356550/1251000] [285.0/1000.0] [batch_t 0.237 (0.315)] [data_t 0.009] [optim_t 0.228] [lr 0.002443] [CE 4.656 (4.410)] [KD 3.801 (3.767)] 2024-10-16 16:23:02,748 - Train: 28.51% [356600/1251000] [285.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002443] [CE 4.413 (4.298)] [KD 3.566 (3.720)] 2024-10-16 16:23:14,603 - Train: 28.51% [356650/1251000] [285.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002443] [CE 4.310 (4.334)] [KD 3.835 (3.778)] 2024-10-16 16:23:26,608 - Train: 28.51% [356700/1251000] [285.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002443] [CE 4.389 (4.277)] [KD 3.629 (3.744)] 2024-10-16 16:23:38,440 - Train: 28.52% [356750/1251000] [285.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002443] [CE 4.308 (4.279)] [KD 3.817 (3.744)] 2024-10-16 16:23:50,290 - Train: 28.52% [356800/1251000] [285.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002443] [CE 4.194 (4.315)] [KD 3.580 (3.701)] 2024-10-16 16:24:01,989 - Train: 28.53% [356850/1251000] [285.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002443] [CE 4.523 (4.293)] [KD 3.935 (3.714)] 2024-10-16 16:24:13,997 - Train: 28.53% [356900/1251000] [285.3/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002442] [CE 4.430 (4.256)] [KD 3.856 (3.763)] 2024-10-16 16:24:26,238 - Train: 28.53% [356950/1251000] [285.3/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002442] [CE 4.605 (4.358)] [KD 3.828 (3.770)] 2024-10-16 16:24:38,355 - Train: 28.54% [357000/1251000] [285.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002442] [CE 4.257 (4.323)] [KD 3.871 (3.775)] 2024-10-16 16:24:50,049 - Train: 28.54% [357050/1251000] [285.4/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002442] [CE 4.482 (4.231)] [KD 4.037 (3.698)] 2024-10-16 16:25:02,401 - Train: 28.55% [357100/1251000] [285.5/1000.0] [batch_t 0.251 (0.247)] [data_t 0.009] [optim_t 0.242] [lr 0.002442] [CE 4.515 (4.287)] [KD 3.959 (3.790)] 2024-10-16 16:25:14,266 - Train: 28.55% [357150/1251000] [285.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002442] [CE 4.886 (4.334)] [KD 4.193 (3.800)] 2024-10-16 16:25:26,282 - Train: 28.55% [357200/1251000] [285.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002442] [CE 4.100 (4.371)] [KD 3.803 (3.811)] 2024-10-16 16:25:38,415 - Train: 28.56% [357250/1251000] [285.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002441] [CE 4.695 (4.276)] [KD 4.111 (3.755)] 2024-10-16 16:25:50,365 - Train: 28.56% [357300/1251000] [285.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002441] [CE 4.769 (4.304)] [KD 3.880 (3.767)] 2024-10-16 16:26:02,462 - Train: 28.57% [357350/1251000] [285.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002441] [CE 4.423 (4.300)] [KD 3.935 (3.781)] 2024-10-16 16:26:14,696 - Train: 28.57% [357400/1251000] [285.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002441] [CE 4.583 (4.335)] [KD 3.746 (3.775)] 2024-10-16 16:26:26,341 - Train: 28.57% [357450/1251000] [285.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002441] [CE 4.095 (4.330)] [KD 3.508 (3.773)] 2024-10-16 16:26:38,233 - Train: 28.58% [357500/1251000] [285.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002441] [CE 4.381 (4.363)] [KD 3.784 (3.828)] 2024-10-16 16:26:50,206 - Train: 28.58% [357550/1251000] [285.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002441] [CE 4.239 (4.413)] [KD 3.828 (3.826)] 2024-10-16 16:27:02,665 - Train: 28.59% [357600/1251000] [285.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002440] [CE 4.335 (4.294)] [KD 3.811 (3.684)] 2024-10-16 16:27:14,387 - Train: 28.59% [357650/1251000] [285.9/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002440] [CE 4.541 (4.352)] [KD 3.728 (3.778)] 2024-10-16 16:27:26,283 - Train: 28.59% [357700/1251000] [285.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002440] [CE 4.477 (4.346)] [KD 3.990 (3.869)] 2024-10-16 16:27:38,275 - Train: 28.60% [357750/1251000] [286.0/1000.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.248] [lr 0.002440] [CE 4.893 (4.267)] [KD 4.060 (3.755)] 2024-10-16 16:27:59,354 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 36720] [top5_cnt 45915] [top_all 50000] 2024-10-16 16:27:59,355 - net: 73.440 (91.830) 2024-10-16 16:28:11,810 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39358] [top5_cnt 47208] [top_all 50000] 2024-10-16 16:28:11,810 - net_E: 78.716 (94.416) 2024-10-16 16:28:11,955 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:28:11,955 - ==> Total time: 1 day, 1:14:52 Eta: 2 days, 15:01:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:28:19,006 - Train: 28.60% [357800/1251000] [286.0/1000.0] [batch_t 0.241 (0.397)] [data_t 0.009] [optim_t 0.232] [lr 0.002440] [CE 3.714 (4.304)] [KD 3.654 (3.761)] 2024-10-16 16:28:30,967 - Train: 28.61% [357850/1251000] [286.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002440] [CE 4.537 (4.271)] [KD 3.884 (3.725)] 2024-10-16 16:28:43,377 - Train: 28.61% [357900/1251000] [286.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002440] [CE 4.124 (4.281)] [KD 3.682 (3.722)] 2024-10-16 16:28:55,234 - Train: 28.61% [357950/1251000] [286.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002439] [CE 4.947 (4.290)] [KD 3.898 (3.749)] 2024-10-16 16:29:07,151 - Train: 28.62% [358000/1251000] [286.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002439] [CE 3.954 (4.276)] [KD 3.709 (3.697)] 2024-10-16 16:29:18,868 - Train: 28.62% [358050/1251000] [286.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002439] [CE 4.360 (4.323)] [KD 3.849 (3.769)] 2024-10-16 16:29:31,096 - Train: 28.63% [358100/1251000] [286.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002439] [CE 4.622 (4.346)] [KD 3.923 (3.866)] 2024-10-16 16:29:42,962 - Train: 28.63% [358150/1251000] [286.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002439] [CE 3.837 (4.301)] [KD 3.404 (3.778)] 2024-10-16 16:29:54,712 - Train: 28.63% [358200/1251000] [286.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002439] [CE 4.304 (4.304)] [KD 3.880 (3.763)] 2024-10-16 16:30:06,863 - Train: 28.64% [358250/1251000] [286.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002438] [CE 4.615 (4.336)] [KD 3.862 (3.754)] 2024-10-16 16:30:19,044 - Train: 28.64% [358300/1251000] [286.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002438] [CE 4.819 (4.369)] [KD 4.002 (3.851)] 2024-10-16 16:30:30,767 - Train: 28.65% [358350/1251000] [286.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002438] [CE 4.427 (4.403)] [KD 4.102 (3.826)] 2024-10-16 16:30:42,613 - Train: 28.65% [358400/1251000] [286.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002438] [CE 4.792 (4.297)] [KD 3.926 (3.717)] 2024-10-16 16:30:54,494 - Train: 28.65% [358450/1251000] [286.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002438] [CE 4.299 (4.295)] [KD 3.494 (3.765)] 2024-10-16 16:31:06,552 - Train: 28.66% [358500/1251000] [286.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002438] [CE 4.098 (4.290)] [KD 3.725 (3.748)] 2024-10-16 16:31:18,578 - Train: 28.66% [358550/1251000] [286.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002438] [CE 4.001 (4.308)] [KD 3.512 (3.776)] 2024-10-16 16:31:30,510 - Train: 28.67% [358600/1251000] [286.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002437] [CE 4.130 (4.321)] [KD 3.756 (3.779)] 2024-10-16 16:31:42,271 - Train: 28.67% [358650/1251000] [286.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002437] [CE 4.071 (4.311)] [KD 3.641 (3.805)] 2024-10-16 16:31:54,227 - Train: 28.67% [358700/1251000] [286.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002437] [CE 4.293 (4.359)] [KD 3.908 (3.777)] 2024-10-16 16:32:06,144 - Train: 28.68% [358750/1251000] [286.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002437] [CE 4.575 (4.305)] [KD 3.727 (3.730)] 2024-10-16 16:32:17,928 - Train: 28.68% [358800/1251000] [286.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002437] [CE 4.199 (4.310)] [KD 3.766 (3.761)] 2024-10-16 16:32:29,623 - Train: 28.69% [358850/1251000] [286.9/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002437] [CE 3.895 (4.307)] [KD 3.755 (3.793)] 2024-10-16 16:32:42,033 - Train: 28.69% [358900/1251000] [286.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002437] [CE 4.390 (4.350)] [KD 3.654 (3.773)] 2024-10-16 16:32:53,934 - Train: 28.69% [358950/1251000] [286.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002436] [CE 4.376 (4.372)] [KD 3.957 (3.786)] 2024-10-16 16:33:05,703 - Train: 28.70% [359000/1251000] [287.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002436] [CE 4.223 (4.298)] [KD 3.633 (3.723)] 2024-10-16 16:33:26,255 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 37026] [top5_cnt 46077] [top_all 50000] 2024-10-16 16:33:26,256 - net: 74.052 (92.154) 2024-10-16 16:33:38,357 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39358] [top5_cnt 47211] [top_all 50000] 2024-10-16 16:33:38,358 - net_E: 78.716 (94.422) 2024-10-16 16:33:38,502 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:33:38,503 - ==> Total time: 1 day, 1:20:19 Eta: 2 days, 14:56:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:33:45,606 - Train: 28.70% [359050/1251000] [287.0/1000.0] [batch_t 0.236 (0.444)] [data_t 0.009] [optim_t 0.227] [lr 0.002436] [CE 4.554 (4.238)] [KD 3.892 (3.708)] 2024-10-16 16:33:58,087 - Train: 28.71% [359100/1251000] [287.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002436] [CE 4.168 (4.347)] [KD 3.701 (3.803)] 2024-10-16 16:34:10,132 - Train: 28.71% [359150/1251000] [287.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002436] [CE 3.867 (4.304)] [KD 3.462 (3.756)] 2024-10-16 16:34:22,104 - Train: 28.71% [359200/1251000] [287.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002436] [CE 4.414 (4.335)] [KD 3.595 (3.735)] 2024-10-16 16:34:33,808 - Train: 28.72% [359250/1251000] [287.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002436] [CE 3.893 (4.307)] [KD 3.517 (3.716)] 2024-10-16 16:34:45,629 - Train: 28.72% [359300/1251000] [287.2/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.002435] [CE 4.399 (4.369)] [KD 3.726 (3.791)] 2024-10-16 16:34:57,829 - Train: 28.73% [359350/1251000] [287.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002435] [CE 3.574 (4.338)] [KD 3.468 (3.769)] 2024-10-16 16:35:09,982 - Train: 28.73% [359400/1251000] [287.3/1000.0] [batch_t 0.397 (0.243)] [data_t 0.009] [optim_t 0.388] [lr 0.002435] [CE 4.654 (4.291)] [KD 3.809 (3.762)] 2024-10-16 16:35:21,843 - Train: 28.73% [359450/1251000] [287.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002435] [CE 4.409 (4.343)] [KD 3.962 (3.741)] 2024-10-16 16:35:33,721 - Train: 28.74% [359500/1251000] [287.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002435] [CE 4.466 (4.466)] [KD 3.681 (3.859)] 2024-10-16 16:35:45,670 - Train: 28.74% [359550/1251000] [287.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002435] [CE 4.452 (4.372)] [KD 3.746 (3.788)] 2024-10-16 16:35:57,750 - Train: 28.75% [359600/1251000] [287.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002435] [CE 4.322 (4.232)] [KD 3.829 (3.704)] 2024-10-16 16:36:09,898 - Train: 28.75% [359650/1251000] [287.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002434] [CE 4.460 (4.337)] [KD 3.541 (3.728)] 2024-10-16 16:36:22,122 - Train: 28.75% [359700/1251000] [287.5/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.002434] [CE 4.112 (4.334)] [KD 3.729 (3.773)] 2024-10-16 16:36:34,809 - Train: 28.76% [359750/1251000] [287.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002434] [CE 4.175 (4.335)] [KD 3.683 (3.830)] 2024-10-16 16:36:46,819 - Train: 28.76% [359800/1251000] [287.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002434] [CE 4.147 (4.394)] [KD 3.734 (3.801)] 2024-10-16 16:36:58,939 - Train: 28.76% [359850/1251000] [287.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002434] [CE 4.295 (4.300)] [KD 3.666 (3.765)] 2024-10-16 16:37:11,164 - Train: 28.77% [359900/1251000] [287.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002434] [CE 4.578 (4.326)] [KD 3.902 (3.785)] 2024-10-16 16:37:23,762 - Train: 28.77% [359950/1251000] [287.7/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.002434] [CE 4.250 (4.332)] [KD 4.051 (3.799)] 2024-10-16 16:37:35,753 - Train: 28.78% [360000/1251000] [287.8/1000.0] [batch_t 0.289 (0.240)] [data_t 0.009] [optim_t 0.280] [lr 0.002433] [CE 4.188 (4.303)] [KD 3.631 (3.835)] 2024-10-16 16:37:48,184 - Train: 28.78% [360050/1251000] [287.8/1000.0] [batch_t 0.275 (0.249)] [data_t 0.009] [optim_t 0.266] [lr 0.002433] [CE 4.416 (4.333)] [KD 3.792 (3.760)] 2024-10-16 16:38:00,328 - Train: 28.78% [360100/1251000] [287.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002433] [CE 3.994 (4.330)] [KD 3.625 (3.783)] 2024-10-16 16:38:12,844 - Train: 28.79% [360150/1251000] [287.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002433] [CE 4.011 (4.397)] [KD 3.560 (3.866)] 2024-10-16 16:38:24,915 - Train: 28.79% [360200/1251000] [287.9/1000.0] [batch_t 0.264 (0.241)] [data_t 0.009] [optim_t 0.255] [lr 0.002433] [CE 4.000 (4.349)] [KD 3.734 (3.815)] 2024-10-16 16:38:37,246 - Train: 28.80% [360250/1251000] [288.0/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002433] [CE 3.800 (4.327)] [KD 3.792 (3.760)] 2024-10-16 16:38:59,041 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.246)] [top1_cnt 37079] [top5_cnt 46125] [top_all 50000] 2024-10-16 16:38:59,041 - net: 74.158 (92.250) 2024-10-16 16:39:11,122 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39388] [top5_cnt 47212] [top_all 50000] 2024-10-16 16:39:11,123 - net_E: 78.776 (94.424) 2024-10-16 16:39:11,259 - Max [top1: 74.438 (epoch: 280)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:39:11,259 - ==> Total time: 1 day, 1:25:51 Eta: 2 days, 14:52:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:39:17,935 - Train: 28.80% [360300/1251000] [288.0/1000.0] [batch_t 0.238 (0.449)] [data_t 0.009] [optim_t 0.229] [lr 0.002432] [CE 4.429 (4.249)] [KD 3.732 (3.683)] 2024-10-16 16:39:29,763 - Train: 28.80% [360350/1251000] [288.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002432] [CE 4.663 (4.342)] [KD 3.745 (3.801)] 2024-10-16 16:39:42,237 - Train: 28.81% [360400/1251000] [288.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002432] [CE 4.811 (4.309)] [KD 3.977 (3.706)] 2024-10-16 16:39:53,939 - Train: 28.81% [360450/1251000] [288.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002432] [CE 4.111 (4.263)] [KD 3.647 (3.731)] 2024-10-16 16:40:05,891 - Train: 28.82% [360500/1251000] [288.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002432] [CE 4.080 (4.318)] [KD 3.525 (3.767)] 2024-10-16 16:40:17,667 - Train: 28.82% [360550/1251000] [288.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002432] [CE 4.591 (4.312)] [KD 3.735 (3.687)] 2024-10-16 16:40:29,715 - Train: 28.82% [360600/1251000] [288.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002432] [CE 4.516 (4.300)] [KD 3.829 (3.721)] 2024-10-16 16:40:41,575 - Train: 28.83% [360650/1251000] [288.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002431] [CE 4.212 (4.304)] [KD 3.834 (3.814)] 2024-10-16 16:40:53,952 - Train: 28.83% [360700/1251000] [288.3/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002431] [CE 4.172 (4.306)] [KD 3.641 (3.725)] 2024-10-16 16:41:05,657 - Train: 28.84% [360750/1251000] [288.4/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002431] [CE 4.731 (4.334)] [KD 3.803 (3.760)] 2024-10-16 16:41:17,576 - Train: 28.84% [360800/1251000] [288.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002431] [CE 4.029 (4.314)] [KD 3.638 (3.789)] 2024-10-16 16:41:29,269 - Train: 28.84% [360850/1251000] [288.4/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002431] [CE 4.280 (4.296)] [KD 3.700 (3.771)] 2024-10-16 16:41:41,265 - Train: 28.85% [360900/1251000] [288.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002431] [CE 4.212 (4.309)] [KD 3.547 (3.775)] 2024-10-16 16:41:53,160 - Train: 28.85% [360950/1251000] [288.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002431] [CE 4.727 (4.327)] [KD 4.201 (3.820)] 2024-10-16 16:42:05,106 - Train: 28.86% [361000/1251000] [288.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002430] [CE 4.393 (4.418)] [KD 3.962 (3.818)] 2024-10-16 16:42:17,119 - Train: 28.86% [361050/1251000] [288.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002430] [CE 3.819 (4.353)] [KD 3.563 (3.787)] 2024-10-16 16:42:28,916 - Train: 28.86% [361100/1251000] [288.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002430] [CE 4.262 (4.278)] [KD 4.034 (3.783)] 2024-10-16 16:42:40,692 - Train: 28.87% [361150/1251000] [288.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002430] [CE 4.427 (4.339)] [KD 3.669 (3.804)] 2024-10-16 16:42:52,652 - Train: 28.87% [361200/1251000] [288.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002430] [CE 5.015 (4.363)] [KD 4.006 (3.774)] 2024-10-16 16:43:04,635 - Train: 28.88% [361250/1251000] [288.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002430] [CE 4.421 (4.349)] [KD 3.862 (3.808)] 2024-10-16 16:43:16,511 - Train: 28.88% [361300/1251000] [288.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002430] [CE 4.206 (4.305)] [KD 3.785 (3.792)] 2024-10-16 16:43:28,482 - Train: 28.88% [361350/1251000] [288.8/1000.0] [batch_t 0.398 (0.239)] [data_t 0.009] [optim_t 0.389] [lr 0.002429] [CE 4.304 (4.358)] [KD 3.562 (3.802)] 2024-10-16 16:43:40,457 - Train: 28.89% [361400/1251000] [288.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002429] [CE 3.869 (4.367)] [KD 3.547 (3.756)] 2024-10-16 16:43:52,223 - Train: 28.89% [361450/1251000] [288.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002429] [CE 3.874 (4.337)] [KD 3.510 (3.734)] 2024-10-16 16:44:04,120 - Train: 28.90% [361500/1251000] [289.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002429] [CE 4.783 (4.330)] [KD 3.949 (3.731)] 2024-10-16 16:44:25,353 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 37254] [top5_cnt 46159] [top_all 50000] 2024-10-16 16:44:25,354 - net: 74.508 (92.318) 2024-10-16 16:44:37,690 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39361] [top5_cnt 47218] [top_all 50000] 2024-10-16 16:44:37,691 - net_E: 78.722 (94.436) 2024-10-16 16:44:37,814 - Max [top1: 74.508 (epoch: 289)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:44:37,814 - ==> Total time: 1 day, 1:31:18 Eta: 2 days, 14:47:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:44:45,906 - Train: 28.90% [361550/1251000] [289.0/1000.0] [batch_t 0.232 (0.365)] [data_t 0.009] [optim_t 0.223] [lr 0.002429] [CE 4.747 (4.229)] [KD 3.964 (3.658)] 2024-10-16 16:44:57,926 - Train: 28.90% [361600/1251000] [289.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002429] [CE 4.094 (4.281)] [KD 3.465 (3.692)] 2024-10-16 16:45:09,868 - Train: 28.91% [361650/1251000] [289.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002429] [CE 4.392 (4.312)] [KD 3.862 (3.752)] 2024-10-16 16:45:22,002 - Train: 28.91% [361700/1251000] [289.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002428] [CE 4.586 (4.380)] [KD 3.874 (3.825)] 2024-10-16 16:45:33,820 - Train: 28.92% [361750/1251000] [289.2/1000.0] [batch_t 0.372 (0.236)] [data_t 0.009] [optim_t 0.363] [lr 0.002428] [CE 4.048 (4.364)] [KD 3.810 (3.800)] 2024-10-16 16:45:45,573 - Train: 28.92% [361800/1251000] [289.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002428] [CE 4.587 (4.332)] [KD 3.591 (3.682)] 2024-10-16 16:45:57,382 - Train: 28.92% [361850/1251000] [289.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002428] [CE 3.966 (4.294)] [KD 3.637 (3.703)] 2024-10-16 16:46:09,404 - Train: 28.93% [361900/1251000] [289.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002428] [CE 4.132 (4.351)] [KD 3.604 (3.812)] 2024-10-16 16:46:21,445 - Train: 28.93% [361950/1251000] [289.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002428] [CE 4.338 (4.275)] [KD 3.725 (3.712)] 2024-10-16 16:46:33,275 - Train: 28.94% [362000/1251000] [289.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002427] [CE 4.094 (4.288)] [KD 3.785 (3.706)] 2024-10-16 16:46:45,296 - Train: 28.94% [362050/1251000] [289.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002427] [CE 4.062 (4.300)] [KD 3.527 (3.711)] 2024-10-16 16:46:57,057 - Train: 28.94% [362100/1251000] [289.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002427] [CE 4.522 (4.305)] [KD 3.840 (3.740)] 2024-10-16 16:47:08,759 - Train: 28.95% [362150/1251000] [289.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002427] [CE 4.374 (4.377)] [KD 3.947 (3.725)] 2024-10-16 16:47:20,888 - Train: 28.95% [362200/1251000] [289.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002427] [CE 4.762 (4.262)] [KD 4.085 (3.741)] 2024-10-16 16:47:32,996 - Train: 28.96% [362250/1251000] [289.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002427] [CE 4.700 (4.379)] [KD 3.739 (3.757)] 2024-10-16 16:47:44,830 - Train: 28.96% [362300/1251000] [289.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002427] [CE 4.255 (4.297)] [KD 3.779 (3.784)] 2024-10-16 16:47:56,920 - Train: 28.96% [362350/1251000] [289.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002426] [CE 4.010 (4.336)] [KD 3.484 (3.720)] 2024-10-16 16:48:08,996 - Train: 28.97% [362400/1251000] [289.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002426] [CE 4.523 (4.329)] [KD 3.848 (3.804)] 2024-10-16 16:48:21,024 - Train: 28.97% [362450/1251000] [289.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002426] [CE 4.038 (4.273)] [KD 3.432 (3.758)] 2024-10-16 16:48:33,009 - Train: 28.98% [362500/1251000] [289.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002426] [CE 4.425 (4.287)] [KD 3.580 (3.775)] 2024-10-16 16:48:45,085 - Train: 28.98% [362550/1251000] [289.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002426] [CE 4.052 (4.269)] [KD 3.573 (3.704)] 2024-10-16 16:48:57,194 - Train: 28.98% [362600/1251000] [289.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002426] [CE 4.354 (4.339)] [KD 3.780 (3.776)] 2024-10-16 16:49:09,406 - Train: 28.99% [362650/1251000] [289.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002426] [CE 4.445 (4.331)] [KD 3.738 (3.717)] 2024-10-16 16:49:21,406 - Train: 28.99% [362700/1251000] [289.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002425] [CE 4.542 (4.383)] [KD 3.768 (3.749)] 2024-10-16 16:49:33,371 - Train: 29.00% [362750/1251000] [290.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002425] [CE 4.337 (4.347)] [KD 3.697 (3.741)] 2024-10-16 16:49:55,176 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36849] [top5_cnt 45971] [top_all 50000] 2024-10-16 16:49:55,176 - net: 73.698 (91.942) 2024-10-16 16:50:07,290 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39377] [top5_cnt 47212] [top_all 50000] 2024-10-16 16:50:07,291 - net_E: 78.754 (94.424) 2024-10-16 16:50:07,414 - Max [top1: 74.508 (epoch: 289)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:50:07,415 - ==> Total time: 1 day, 1:36:48 Eta: 2 days, 14:42:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:50:13,859 - Train: 29.00% [362800/1251000] [290.0/1000.0] [batch_t 0.232 (0.529)] [data_t 0.009] [optim_t 0.223] [lr 0.002425] [CE 4.105 (4.333)] [KD 3.674 (3.719)] 2024-10-16 16:50:26,193 - Train: 29.00% [362850/1251000] [290.0/1000.0] [batch_t 0.408 (0.247)] [data_t 0.009] [optim_t 0.399] [lr 0.002425] [CE 3.997 (4.260)] [KD 3.474 (3.684)] 2024-10-16 16:50:38,058 - Train: 29.01% [362900/1251000] [290.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002425] [CE 3.734 (4.287)] [KD 3.171 (3.635)] 2024-10-16 16:50:49,680 - Train: 29.01% [362950/1251000] [290.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002425] [CE 4.213 (4.262)] [KD 3.535 (3.676)] 2024-10-16 16:51:01,869 - Train: 29.02% [363000/1251000] [290.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002425] [CE 4.434 (4.324)] [KD 3.685 (3.729)] 2024-10-16 16:51:14,117 - Train: 29.02% [363050/1251000] [290.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002424] [CE 4.339 (4.356)] [KD 3.852 (3.734)] 2024-10-16 16:51:26,007 - Train: 29.02% [363100/1251000] [290.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002424] [CE 4.721 (4.259)] [KD 3.624 (3.729)] 2024-10-16 16:51:37,820 - Train: 29.03% [363150/1251000] [290.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002424] [CE 4.299 (4.260)] [KD 3.559 (3.681)] 2024-10-16 16:51:49,808 - Train: 29.03% [363200/1251000] [290.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002424] [CE 3.711 (4.282)] [KD 3.661 (3.725)] 2024-10-16 16:52:01,880 - Train: 29.04% [363250/1251000] [290.4/1000.0] [batch_t 0.377 (0.241)] [data_t 0.009] [optim_t 0.368] [lr 0.002424] [CE 4.197 (4.322)] [KD 3.722 (3.769)] 2024-10-16 16:52:13,887 - Train: 29.04% [363300/1251000] [290.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002424] [CE 4.322 (4.369)] [KD 3.997 (3.796)] 2024-10-16 16:52:25,745 - Train: 29.04% [363350/1251000] [290.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002424] [CE 3.993 (4.344)] [KD 3.537 (3.790)] 2024-10-16 16:52:37,578 - Train: 29.05% [363400/1251000] [290.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002423] [CE 4.406 (4.367)] [KD 3.698 (3.796)] 2024-10-16 16:52:49,644 - Train: 29.05% [363450/1251000] [290.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002423] [CE 4.691 (4.356)] [KD 3.666 (3.751)] 2024-10-16 16:53:01,612 - Train: 29.06% [363500/1251000] [290.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002423] [CE 4.433 (4.287)] [KD 3.944 (3.755)] 2024-10-16 16:53:13,492 - Train: 29.06% [363550/1251000] [290.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002423] [CE 4.486 (4.313)] [KD 4.078 (3.798)] 2024-10-16 16:53:25,327 - Train: 29.06% [363600/1251000] [290.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002423] [CE 4.271 (4.311)] [KD 3.734 (3.802)] 2024-10-16 16:53:37,347 - Train: 29.07% [363650/1251000] [290.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002423] [CE 4.278 (4.312)] [KD 3.688 (3.719)] 2024-10-16 16:53:49,315 - Train: 29.07% [363700/1251000] [290.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002422] [CE 4.264 (4.353)] [KD 3.441 (3.742)] 2024-10-16 16:54:01,043 - Train: 29.08% [363750/1251000] [290.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002422] [CE 4.361 (4.364)] [KD 3.902 (3.815)] 2024-10-16 16:54:13,186 - Train: 29.08% [363800/1251000] [290.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002422] [CE 4.293 (4.414)] [KD 3.785 (3.807)] 2024-10-16 16:54:25,120 - Train: 29.08% [363850/1251000] [290.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002422] [CE 4.354 (4.354)] [KD 3.816 (3.811)] 2024-10-16 16:54:37,110 - Train: 29.09% [363900/1251000] [290.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002422] [CE 3.963 (4.301)] [KD 3.457 (3.752)] 2024-10-16 16:54:49,036 - Train: 29.09% [363950/1251000] [290.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002422] [CE 3.901 (4.249)] [KD 3.791 (3.761)] 2024-10-16 16:55:00,886 - Train: 29.10% [364000/1251000] [291.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002422] [CE 4.873 (4.289)] [KD 4.079 (3.771)] 2024-10-16 16:55:22,377 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 37286] [top5_cnt 46194] [top_all 50000] 2024-10-16 16:55:22,377 - net: 74.572 (92.388) 2024-10-16 16:55:34,741 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39369] [top5_cnt 47193] [top_all 50000] 2024-10-16 16:55:34,742 - net_E: 78.738 (94.386) 2024-10-16 16:55:34,880 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 16:55:34,880 - ==> Total time: 1 day, 1:42:15 Eta: 2 days, 14:37:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 16:55:42,327 - Train: 29.10% [364050/1251000] [291.0/1000.0] [batch_t 0.238 (0.366)] [data_t 0.009] [optim_t 0.229] [lr 0.002421] [CE 4.991 (4.323)] [KD 3.821 (3.699)] 2024-10-16 16:55:54,726 - Train: 29.10% [364100/1251000] [291.0/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002421] [CE 4.183 (4.265)] [KD 3.757 (3.629)] 2024-10-16 16:56:06,729 - Train: 29.11% [364150/1251000] [291.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002421] [CE 4.188 (4.250)] [KD 3.766 (3.671)] 2024-10-16 16:56:18,415 - Train: 29.11% [364200/1251000] [291.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002421] [CE 4.531 (4.363)] [KD 3.485 (3.761)] 2024-10-16 16:56:30,362 - Train: 29.12% [364250/1251000] [291.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002421] [CE 4.454 (4.323)] [KD 3.695 (3.749)] 2024-10-16 16:56:42,336 - Train: 29.12% [364300/1251000] [291.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002421] [CE 3.950 (4.309)] [KD 3.629 (3.799)] 2024-10-16 16:56:54,241 - Train: 29.12% [364350/1251000] [291.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002421] [CE 4.457 (4.349)] [KD 4.108 (3.825)] 2024-10-16 16:57:06,316 - Train: 29.13% [364400/1251000] [291.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002420] [CE 4.152 (4.300)] [KD 3.586 (3.806)] 2024-10-16 16:57:18,350 - Train: 29.13% [364450/1251000] [291.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002420] [CE 4.373 (4.354)] [KD 3.630 (3.758)] 2024-10-16 16:57:30,320 - Train: 29.14% [364500/1251000] [291.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002420] [CE 4.092 (4.240)] [KD 3.503 (3.697)] 2024-10-16 16:57:42,362 - Train: 29.14% [364550/1251000] [291.4/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002420] [CE 4.664 (4.353)] [KD 3.782 (3.697)] 2024-10-16 16:57:54,522 - Train: 29.14% [364600/1251000] [291.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002420] [CE 4.252 (4.290)] [KD 3.684 (3.689)] 2024-10-16 16:58:06,312 - Train: 29.15% [364650/1251000] [291.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002420] [CE 3.868 (4.314)] [KD 3.601 (3.782)] 2024-10-16 16:58:18,339 - Train: 29.15% [364700/1251000] [291.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002420] [CE 4.410 (4.342)] [KD 3.753 (3.793)] 2024-10-16 16:58:30,396 - Train: 29.16% [364750/1251000] [291.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002419] [CE 3.873 (4.364)] [KD 3.542 (3.803)] 2024-10-16 16:58:42,399 - Train: 29.16% [364800/1251000] [291.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002419] [CE 4.605 (4.307)] [KD 3.921 (3.771)] 2024-10-16 16:58:54,389 - Train: 29.16% [364850/1251000] [291.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002419] [CE 4.625 (4.328)] [KD 3.712 (3.721)] 2024-10-16 16:59:06,470 - Train: 29.17% [364900/1251000] [291.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002419] [CE 4.615 (4.343)] [KD 3.676 (3.785)] 2024-10-16 16:59:18,399 - Train: 29.17% [364950/1251000] [291.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002419] [CE 4.393 (4.327)] [KD 3.735 (3.809)] 2024-10-16 16:59:30,201 - Train: 29.18% [365000/1251000] [291.8/1000.0] [batch_t 0.314 (0.236)] [data_t 0.009] [optim_t 0.305] [lr 0.002419] [CE 4.357 (4.254)] [KD 3.914 (3.706)] 2024-10-16 16:59:42,291 - Train: 29.18% [365050/1251000] [291.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002418] [CE 4.656 (4.292)] [KD 3.781 (3.738)] 2024-10-16 16:59:54,413 - Train: 29.18% [365100/1251000] [291.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002418] [CE 4.589 (4.357)] [KD 3.947 (3.816)] 2024-10-16 17:00:06,371 - Train: 29.19% [365150/1251000] [291.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002418] [CE 4.320 (4.338)] [KD 3.663 (3.753)] 2024-10-16 17:00:18,405 - Train: 29.19% [365200/1251000] [291.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002418] [CE 4.912 (4.333)] [KD 4.090 (3.776)] 2024-10-16 17:00:30,210 - Train: 29.20% [365250/1251000] [292.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002418] [CE 3.885 (4.343)] [KD 3.851 (3.841)] 2024-10-16 17:00:52,521 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 36822] [top5_cnt 45952] [top_all 50000] 2024-10-16 17:00:52,522 - net: 73.644 (91.904) 2024-10-16 17:01:04,927 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39392] [top5_cnt 47215] [top_all 50000] 2024-10-16 17:01:04,927 - net_E: 78.784 (94.430) 2024-10-16 17:01:05,098 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.788 (epoch: 281)] 2024-10-16 17:01:05,098 - ==> Total time: 1 day, 1:47:45 Eta: 2 days, 14:32:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:01:11,556 - Train: 29.20% [365300/1251000] [292.0/1000.0] [batch_t 0.233 (0.440)] [data_t 0.009] [optim_t 0.224] [lr 0.002418] [CE 4.490 (4.349)] [KD 3.709 (3.821)] 2024-10-16 17:01:23,822 - Train: 29.20% [365350/1251000] [292.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002418] [CE 4.478 (4.271)] [KD 3.833 (3.774)] 2024-10-16 17:01:35,816 - Train: 29.21% [365400/1251000] [292.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002417] [CE 3.899 (4.357)] [KD 3.413 (3.731)] 2024-10-16 17:01:47,779 - Train: 29.21% [365450/1251000] [292.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002417] [CE 4.380 (4.326)] [KD 3.694 (3.759)] 2024-10-16 17:01:59,875 - Train: 29.22% [365500/1251000] [292.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002417] [CE 3.566 (4.308)] [KD 3.381 (3.741)] 2024-10-16 17:02:11,789 - Train: 29.22% [365550/1251000] [292.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002417] [CE 4.260 (4.344)] [KD 3.754 (3.756)] 2024-10-16 17:02:23,807 - Train: 29.22% [365600/1251000] [292.2/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002417] [CE 4.426 (4.312)] [KD 3.768 (3.767)] 2024-10-16 17:02:35,790 - Train: 29.23% [365650/1251000] [292.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002417] [CE 4.690 (4.376)] [KD 4.026 (3.817)] 2024-10-16 17:02:48,000 - Train: 29.23% [365700/1251000] [292.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002417] [CE 3.871 (4.259)] [KD 3.546 (3.749)] 2024-10-16 17:03:00,131 - Train: 29.24% [365750/1251000] [292.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002416] [CE 4.260 (4.359)] [KD 3.718 (3.800)] 2024-10-16 17:03:12,149 - Train: 29.24% [365800/1251000] [292.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002416] [CE 4.118 (4.271)] [KD 3.880 (3.752)] 2024-10-16 17:03:24,170 - Train: 29.24% [365850/1251000] [292.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002416] [CE 4.230 (4.322)] [KD 3.931 (3.768)] 2024-10-16 17:03:36,225 - Train: 29.25% [365900/1251000] [292.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002416] [CE 4.435 (4.250)] [KD 3.750 (3.741)] 2024-10-16 17:03:48,203 - Train: 29.25% [365950/1251000] [292.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002416] [CE 4.565 (4.265)] [KD 3.966 (3.752)] 2024-10-16 17:04:00,183 - Train: 29.26% [366000/1251000] [292.6/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002416] [CE 4.353 (4.342)] [KD 3.747 (3.780)] 2024-10-16 17:04:12,269 - Train: 29.26% [366050/1251000] [292.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002416] [CE 4.463 (4.388)] [KD 3.961 (3.726)] 2024-10-16 17:04:24,323 - Train: 29.26% [366100/1251000] [292.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002415] [CE 3.701 (4.286)] [KD 3.629 (3.736)] 2024-10-16 17:04:36,438 - Train: 29.27% [366150/1251000] [292.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002415] [CE 4.161 (4.341)] [KD 3.640 (3.759)] 2024-10-16 17:04:48,621 - Train: 29.27% [366200/1251000] [292.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002415] [CE 3.949 (4.304)] [KD 3.363 (3.747)] 2024-10-16 17:05:00,432 - Train: 29.28% [366250/1251000] [292.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002415] [CE 4.954 (4.337)] [KD 4.274 (3.757)] 2024-10-16 17:05:12,696 - Train: 29.28% [366300/1251000] [292.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002415] [CE 4.488 (4.329)] [KD 3.755 (3.792)] 2024-10-16 17:05:24,876 - Train: 29.28% [366350/1251000] [292.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002415] [CE 4.509 (4.281)] [KD 4.010 (3.729)] 2024-10-16 17:05:36,741 - Train: 29.29% [366400/1251000] [292.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002414] [CE 4.140 (4.448)] [KD 3.435 (3.786)] 2024-10-16 17:05:48,801 - Train: 29.29% [366450/1251000] [292.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002414] [CE 4.343 (4.339)] [KD 3.714 (3.744)] 2024-10-16 17:06:00,892 - Train: 29.30% [366500/1251000] [293.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002414] [CE 3.781 (4.335)] [KD 3.445 (3.766)] 2024-10-16 17:06:23,355 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 37122] [top5_cnt 46122] [top_all 50000] 2024-10-16 17:06:23,356 - net: 74.244 (92.244) 2024-10-16 17:06:35,189 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.228)] [top1_cnt 39417] [top5_cnt 47219] [top_all 50000] 2024-10-16 17:06:35,189 - net_E: 78.834 (94.438) 2024-10-16 17:06:35,335 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.834 (epoch: 293)] 2024-10-16 17:06:35,336 - ==> Total time: 1 day, 1:53:15 Eta: 2 days, 14:27:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:06:42,000 - Train: 29.30% [366550/1251000] [293.0/1000.0] [batch_t 0.229 (0.407)] [data_t 0.009] [optim_t 0.220] [lr 0.002414] [CE 4.808 (4.373)] [KD 4.040 (3.736)] 2024-10-16 17:06:53,896 - Train: 29.30% [366600/1251000] [293.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002414] [CE 4.338 (4.299)] [KD 3.752 (3.725)] 2024-10-16 17:07:05,523 - Train: 29.31% [366650/1251000] [293.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002414] [CE 4.378 (4.320)] [KD 3.935 (3.744)] 2024-10-16 17:07:17,679 - Train: 29.31% [366700/1251000] [293.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002414] [CE 4.608 (4.303)] [KD 3.815 (3.713)] 2024-10-16 17:07:29,634 - Train: 29.32% [366750/1251000] [293.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002413] [CE 4.618 (4.340)] [KD 3.780 (3.764)] 2024-10-16 17:07:41,393 - Train: 29.32% [366800/1251000] [293.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002413] [CE 4.288 (4.282)] [KD 3.772 (3.764)] 2024-10-16 17:07:53,487 - Train: 29.32% [366850/1251000] [293.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002413] [CE 4.590 (4.283)] [KD 3.757 (3.683)] 2024-10-16 17:08:05,584 - Train: 29.33% [366900/1251000] [293.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002413] [CE 3.773 (4.246)] [KD 3.354 (3.744)] 2024-10-16 17:08:17,404 - Train: 29.33% [366950/1251000] [293.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002413] [CE 4.475 (4.344)] [KD 3.956 (3.749)] 2024-10-16 17:08:29,521 - Train: 29.34% [367000/1251000] [293.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002413] [CE 5.020 (4.268)] [KD 3.851 (3.739)] 2024-10-16 17:08:41,467 - Train: 29.34% [367050/1251000] [293.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002413] [CE 4.270 (4.380)] [KD 3.842 (3.778)] 2024-10-16 17:08:53,520 - Train: 29.34% [367100/1251000] [293.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002412] [CE 4.422 (4.287)] [KD 3.882 (3.713)] 2024-10-16 17:09:05,680 - Train: 29.35% [367150/1251000] [293.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002412] [CE 4.364 (4.285)] [KD 3.880 (3.741)] 2024-10-16 17:09:17,457 - Train: 29.35% [367200/1251000] [293.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002412] [CE 4.202 (4.269)] [KD 3.506 (3.642)] 2024-10-16 17:09:29,404 - Train: 29.36% [367250/1251000] [293.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002412] [CE 4.112 (4.286)] [KD 3.978 (3.677)] 2024-10-16 17:09:41,492 - Train: 29.36% [367300/1251000] [293.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002412] [CE 4.346 (4.311)] [KD 3.872 (3.767)] 2024-10-16 17:09:53,726 - Train: 29.36% [367350/1251000] [293.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002412] [CE 3.943 (4.348)] [KD 3.628 (3.812)] 2024-10-16 17:10:05,519 - Train: 29.37% [367400/1251000] [293.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002412] [CE 4.585 (4.341)] [KD 3.974 (3.774)] 2024-10-16 17:10:17,525 - Train: 29.37% [367450/1251000] [293.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002411] [CE 4.305 (4.277)] [KD 3.715 (3.747)] 2024-10-16 17:10:29,838 - Train: 29.38% [367500/1251000] [293.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002411] [CE 3.915 (4.322)] [KD 3.580 (3.802)] 2024-10-16 17:10:41,863 - Train: 29.38% [367550/1251000] [293.8/1000.0] [batch_t 0.358 (0.240)] [data_t 0.009] [optim_t 0.349] [lr 0.002411] [CE 4.630 (4.311)] [KD 3.991 (3.803)] 2024-10-16 17:10:53,941 - Train: 29.38% [367600/1251000] [293.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002411] [CE 4.962 (4.340)] [KD 4.018 (3.801)] 2024-10-16 17:11:06,366 - Train: 29.39% [367650/1251000] [293.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002411] [CE 4.237 (4.281)] [KD 3.843 (3.750)] 2024-10-16 17:11:18,591 - Train: 29.39% [367700/1251000] [293.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002411] [CE 3.857 (4.271)] [KD 3.539 (3.789)] 2024-10-16 17:11:30,645 - Train: 29.40% [367750/1251000] [294.0/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002410] [CE 3.794 (4.312)] [KD 3.346 (3.803)] 2024-10-16 17:11:54,030 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.252)] [top1_cnt 37107] [top5_cnt 46052] [top_all 50000] 2024-10-16 17:11:54,031 - net: 74.214 (92.104) 2024-10-16 17:12:06,407 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39410] [top5_cnt 47214] [top_all 50000] 2024-10-16 17:12:06,408 - net_E: 78.820 (94.428) 2024-10-16 17:12:06,604 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.834 (epoch: 293)] 2024-10-16 17:12:06,605 - ==> Total time: 1 day, 1:58:47 Eta: 2 days, 14:23:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:12:12,100 - Train: 29.40% [367800/1251000] [294.0/1000.0] [batch_t 0.233 (0.644)] [data_t 0.009] [optim_t 0.224] [lr 0.002410] [CE 4.476 (4.185)] [KD 3.891 (3.692)] 2024-10-16 17:12:24,122 - Train: 29.40% [367850/1251000] [294.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002410] [CE 4.206 (4.340)] [KD 3.833 (3.750)] 2024-10-16 17:12:36,257 - Train: 29.41% [367900/1251000] [294.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002410] [CE 4.540 (4.272)] [KD 3.762 (3.749)] 2024-10-16 17:12:48,405 - Train: 29.41% [367950/1251000] [294.1/1000.0] [batch_t 0.397 (0.243)] [data_t 0.009] [optim_t 0.389] [lr 0.002410] [CE 4.037 (4.301)] [KD 3.506 (3.796)] 2024-10-16 17:13:00,169 - Train: 29.42% [368000/1251000] [294.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002410] [CE 4.372 (4.304)] [KD 3.617 (3.781)] 2024-10-16 17:13:12,150 - Train: 29.42% [368050/1251000] [294.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002410] [CE 4.258 (4.277)] [KD 3.636 (3.729)] 2024-10-16 17:13:23,991 - Train: 29.42% [368100/1251000] [294.2/1000.0] [batch_t 0.366 (0.237)] [data_t 0.009] [optim_t 0.357] [lr 0.002409] [CE 4.567 (4.355)] [KD 3.886 (3.771)] 2024-10-16 17:13:36,140 - Train: 29.43% [368150/1251000] [294.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002409] [CE 3.966 (4.273)] [KD 3.560 (3.754)] 2024-10-16 17:13:48,004 - Train: 29.43% [368200/1251000] [294.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002409] [CE 4.856 (4.244)] [KD 4.374 (3.701)] 2024-10-16 17:14:00,120 - Train: 29.44% [368250/1251000] [294.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002409] [CE 3.985 (4.338)] [KD 3.732 (3.751)] 2024-10-16 17:14:11,915 - Train: 29.44% [368300/1251000] [294.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002409] [CE 4.134 (4.320)] [KD 3.753 (3.766)] 2024-10-16 17:14:24,074 - Train: 29.44% [368350/1251000] [294.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002409] [CE 4.171 (4.320)] [KD 3.587 (3.779)] 2024-10-16 17:14:35,775 - Train: 29.45% [368400/1251000] [294.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002409] [CE 3.998 (4.274)] [KD 3.570 (3.740)] 2024-10-16 17:14:47,749 - Train: 29.45% [368450/1251000] [294.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002408] [CE 4.362 (4.361)] [KD 3.688 (3.768)] 2024-10-16 17:14:59,665 - Train: 29.46% [368500/1251000] [294.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002408] [CE 4.406 (4.340)] [KD 3.947 (3.713)] 2024-10-16 17:15:11,740 - Train: 29.46% [368550/1251000] [294.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002408] [CE 4.489 (4.411)] [KD 3.628 (3.799)] 2024-10-16 17:15:23,439 - Train: 29.46% [368600/1251000] [294.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002408] [CE 4.280 (4.364)] [KD 3.665 (3.795)] 2024-10-16 17:15:35,526 - Train: 29.47% [368650/1251000] [294.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002408] [CE 4.437 (4.324)] [KD 3.760 (3.814)] 2024-10-16 17:15:47,189 - Train: 29.47% [368700/1251000] [294.7/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.002408] [CE 3.897 (4.236)] [KD 3.678 (3.752)] 2024-10-16 17:15:59,488 - Train: 29.48% [368750/1251000] [294.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002408] [CE 3.987 (4.341)] [KD 3.935 (3.748)] 2024-10-16 17:16:11,964 - Train: 29.48% [368800/1251000] [294.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002407] [CE 3.622 (4.374)] [KD 3.610 (3.821)] 2024-10-16 17:16:24,470 - Train: 29.48% [368850/1251000] [294.8/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002407] [CE 4.574 (4.235)] [KD 3.926 (3.763)] 2024-10-16 17:16:36,814 - Train: 29.49% [368900/1251000] [294.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002407] [CE 4.077 (4.321)] [KD 3.715 (3.774)] 2024-10-16 17:16:49,418 - Train: 29.49% [368950/1251000] [294.9/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.002407] [CE 4.581 (4.272)] [KD 3.882 (3.741)] 2024-10-16 17:17:01,971 - Train: 29.50% [369000/1251000] [295.0/1000.0] [batch_t 0.270 (0.251)] [data_t 0.009] [optim_t 0.261] [lr 0.002407] [CE 4.329 (4.201)] [KD 3.684 (3.704)] 2024-10-16 17:17:24,880 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 37090] [top5_cnt 46129] [top_all 50000] 2024-10-16 17:17:24,881 - net: 74.180 (92.258) 2024-10-16 17:17:37,071 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39427] [top5_cnt 47236] [top_all 50000] 2024-10-16 17:17:37,072 - net_E: 78.854 (94.472) 2024-10-16 17:17:37,217 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.854 (epoch: 295)] 2024-10-16 17:17:37,217 - ==> Total time: 1 day, 2:04:17 Eta: 2 days, 14:18:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:17:45,286 - Train: 29.50% [369050/1251000] [295.0/1000.0] [batch_t 0.232 (0.469)] [data_t 0.009] [optim_t 0.223] [lr 0.002407] [CE 4.074 (4.275)] [KD 3.494 (3.649)] 2024-10-16 17:17:57,423 - Train: 29.50% [369100/1251000] [295.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002406] [CE 4.396 (4.299)] [KD 3.768 (3.714)] 2024-10-16 17:18:09,278 - Train: 29.51% [369150/1251000] [295.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002406] [CE 4.207 (4.336)] [KD 3.645 (3.733)] 2024-10-16 17:18:21,500 - Train: 29.51% [369200/1251000] [295.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002406] [CE 4.120 (4.292)] [KD 3.638 (3.729)] 2024-10-16 17:18:33,241 - Train: 29.52% [369250/1251000] [295.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002406] [CE 4.546 (4.329)] [KD 3.737 (3.735)] 2024-10-16 17:18:45,000 - Train: 29.52% [369300/1251000] [295.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002406] [CE 4.100 (4.315)] [KD 3.805 (3.749)] 2024-10-16 17:18:56,780 - Train: 29.52% [369350/1251000] [295.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002406] [CE 4.243 (4.253)] [KD 3.794 (3.712)] 2024-10-16 17:19:08,656 - Train: 29.53% [369400/1251000] [295.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002406] [CE 4.606 (4.287)] [KD 3.705 (3.633)] 2024-10-16 17:19:20,597 - Train: 29.53% [369450/1251000] [295.3/1000.0] [batch_t 0.246 (0.239)] [data_t 0.022] [optim_t 0.223] [lr 0.002405] [CE 4.407 (4.294)] [KD 3.929 (3.751)] 2024-10-16 17:19:32,874 - Train: 29.54% [369500/1251000] [295.4/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002405] [CE 4.166 (4.312)] [KD 3.675 (3.710)] 2024-10-16 17:19:45,080 - Train: 29.54% [369550/1251000] [295.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002405] [CE 4.603 (4.377)] [KD 4.061 (3.790)] 2024-10-16 17:19:57,293 - Train: 29.54% [369600/1251000] [295.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002405] [CE 4.343 (4.342)] [KD 3.725 (3.773)] 2024-10-16 17:20:09,357 - Train: 29.55% [369650/1251000] [295.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002405] [CE 4.198 (4.315)] [KD 3.624 (3.725)] 2024-10-16 17:20:21,446 - Train: 29.55% [369700/1251000] [295.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002405] [CE 4.861 (4.307)] [KD 4.110 (3.695)] 2024-10-16 17:20:33,705 - Train: 29.56% [369750/1251000] [295.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002405] [CE 3.830 (4.287)] [KD 3.513 (3.715)] 2024-10-16 17:20:45,950 - Train: 29.56% [369800/1251000] [295.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002404] [CE 4.222 (4.393)] [KD 3.582 (3.755)] 2024-10-16 17:20:58,166 - Train: 29.56% [369850/1251000] [295.6/1000.0] [batch_t 0.357 (0.244)] [data_t 0.009] [optim_t 0.348] [lr 0.002404] [CE 3.946 (4.288)] [KD 3.440 (3.699)] 2024-10-16 17:21:10,023 - Train: 29.57% [369900/1251000] [295.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002404] [CE 4.630 (4.381)] [KD 3.698 (3.708)] 2024-10-16 17:21:22,191 - Train: 29.57% [369950/1251000] [295.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002404] [CE 4.103 (4.245)] [KD 3.659 (3.697)] 2024-10-16 17:21:34,369 - Train: 29.58% [370000/1251000] [295.8/1000.0] [batch_t 0.275 (0.243)] [data_t 0.053] [optim_t 0.222] [lr 0.002404] [CE 4.157 (4.349)] [KD 4.158 (3.746)] 2024-10-16 17:21:46,420 - Train: 29.58% [370050/1251000] [295.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002404] [CE 4.351 (4.318)] [KD 3.743 (3.721)] 2024-10-16 17:21:58,216 - Train: 29.58% [370100/1251000] [295.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002403] [CE 4.301 (4.335)] [KD 3.631 (3.731)] 2024-10-16 17:22:10,209 - Train: 29.59% [370150/1251000] [295.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002403] [CE 4.688 (4.355)] [KD 3.751 (3.745)] 2024-10-16 17:22:22,300 - Train: 29.59% [370200/1251000] [295.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002403] [CE 4.201 (4.254)] [KD 3.694 (3.670)] 2024-10-16 17:22:34,235 - Train: 29.60% [370250/1251000] [296.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002403] [CE 4.027 (4.343)] [KD 3.646 (3.790)] 2024-10-16 17:22:57,338 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 36980] [top5_cnt 46097] [top_all 50000] 2024-10-16 17:22:57,339 - net: 73.960 (92.194) 2024-10-16 17:23:09,536 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39438] [top5_cnt 47225] [top_all 50000] 2024-10-16 17:23:09,536 - net_E: 78.876 (94.450) 2024-10-16 17:23:09,672 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.876 (epoch: 296)] 2024-10-16 17:23:09,673 - ==> Total time: 1 day, 2:09:50 Eta: 2 days, 14:13:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:23:16,001 - Train: 29.60% [370300/1251000] [296.0/1000.0] [batch_t 0.235 (0.530)] [data_t 0.009] [optim_t 0.226] [lr 0.002403] [CE 4.638 (4.350)] [KD 3.808 (3.604)] 2024-10-16 17:23:27,853 - Train: 29.60% [370350/1251000] [296.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002403] [CE 4.031 (4.259)] [KD 3.588 (3.684)] 2024-10-16 17:23:40,116 - Train: 29.61% [370400/1251000] [296.1/1000.0] [batch_t 0.376 (0.245)] [data_t 0.009] [optim_t 0.367] [lr 0.002403] [CE 4.723 (4.330)] [KD 3.892 (3.699)] 2024-10-16 17:23:52,382 - Train: 29.61% [370450/1251000] [296.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002402] [CE 4.303 (4.254)] [KD 3.715 (3.722)] 2024-10-16 17:24:04,222 - Train: 29.62% [370500/1251000] [296.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002402] [CE 4.775 (4.338)] [KD 3.960 (3.791)] 2024-10-16 17:24:16,062 - Train: 29.62% [370550/1251000] [296.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002402] [CE 4.230 (4.323)] [KD 3.735 (3.718)] 2024-10-16 17:24:27,866 - Train: 29.62% [370600/1251000] [296.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002402] [CE 4.758 (4.350)] [KD 3.847 (3.733)] 2024-10-16 17:24:40,240 - Train: 29.63% [370650/1251000] [296.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002402] [CE 4.682 (4.307)] [KD 3.916 (3.687)] 2024-10-16 17:24:52,057 - Train: 29.63% [370700/1251000] [296.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002402] [CE 4.360 (4.302)] [KD 3.646 (3.694)] 2024-10-16 17:25:03,866 - Train: 29.64% [370750/1251000] [296.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002402] [CE 4.436 (4.329)] [KD 3.921 (3.744)] 2024-10-16 17:25:15,665 - Train: 29.64% [370800/1251000] [296.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002401] [CE 3.964 (4.322)] [KD 3.616 (3.835)] 2024-10-16 17:25:27,900 - Train: 29.64% [370850/1251000] [296.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002401] [CE 4.357 (4.291)] [KD 3.738 (3.714)] 2024-10-16 17:25:39,740 - Train: 29.65% [370900/1251000] [296.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002401] [CE 4.232 (4.351)] [KD 3.577 (3.763)] 2024-10-16 17:25:51,679 - Train: 29.65% [370950/1251000] [296.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002401] [CE 4.651 (4.362)] [KD 4.019 (3.777)] 2024-10-16 17:26:03,480 - Train: 29.66% [371000/1251000] [296.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002401] [CE 4.517 (4.283)] [KD 3.853 (3.715)] 2024-10-16 17:26:15,686 - Train: 29.66% [371050/1251000] [296.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002401] [CE 3.974 (4.357)] [KD 3.563 (3.732)] 2024-10-16 17:26:27,509 - Train: 29.66% [371100/1251000] [296.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002400] [CE 4.036 (4.387)] [KD 3.631 (3.804)] 2024-10-16 17:26:39,379 - Train: 29.67% [371150/1251000] [296.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002400] [CE 4.002 (4.267)] [KD 3.594 (3.735)] 2024-10-16 17:26:51,614 - Train: 29.67% [371200/1251000] [296.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002400] [CE 4.486 (4.331)] [KD 3.905 (3.739)] 2024-10-16 17:27:03,979 - Train: 29.68% [371250/1251000] [296.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002400] [CE 4.399 (4.343)] [KD 3.815 (3.851)] 2024-10-16 17:27:15,812 - Train: 29.68% [371300/1251000] [296.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002400] [CE 4.156 (4.290)] [KD 3.631 (3.736)] 2024-10-16 17:27:27,648 - Train: 29.68% [371350/1251000] [296.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002400] [CE 4.554 (4.349)] [KD 3.794 (3.732)] 2024-10-16 17:27:39,536 - Train: 29.69% [371400/1251000] [296.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002400] [CE 4.534 (4.402)] [KD 3.683 (3.735)] 2024-10-16 17:27:51,743 - Train: 29.69% [371450/1251000] [296.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002399] [CE 4.181 (4.313)] [KD 3.629 (3.739)] 2024-10-16 17:28:03,606 - Train: 29.70% [371500/1251000] [297.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002399] [CE 4.117 (4.316)] [KD 3.650 (3.756)] 2024-10-16 17:28:26,932 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 36688] [top5_cnt 45967] [top_all 50000] 2024-10-16 17:28:26,933 - net: 73.376 (91.934) 2024-10-16 17:28:39,195 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39421] [top5_cnt 47231] [top_all 50000] 2024-10-16 17:28:39,195 - net_E: 78.842 (94.462) 2024-10-16 17:28:39,311 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.876 (epoch: 296)] 2024-10-16 17:28:39,311 - ==> Total time: 1 day, 2:15:19 Eta: 2 days, 14:08:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:28:43,792 - Train: 29.70% [371550/1251000] [297.0/1000.0] [batch_t 0.235 (1.093)] [data_t 0.009] [optim_t 0.226] [lr 0.002399] [CE 4.193 (4.181)] [KD 3.855 (3.722)] 2024-10-16 17:28:55,642 - Train: 29.70% [371600/1251000] [297.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002399] [CE 3.804 (4.222)] [KD 3.523 (3.668)] 2024-10-16 17:29:07,630 - Train: 29.71% [371650/1251000] [297.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002399] [CE 4.037 (4.294)] [KD 3.554 (3.710)] 2024-10-16 17:29:19,773 - Train: 29.71% [371700/1251000] [297.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002399] [CE 4.211 (4.396)] [KD 3.718 (3.812)] 2024-10-16 17:29:31,813 - Train: 29.72% [371750/1251000] [297.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002399] [CE 3.903 (4.344)] [KD 3.671 (3.763)] 2024-10-16 17:29:43,478 - Train: 29.72% [371800/1251000] [297.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002398] [CE 4.430 (4.343)] [KD 3.775 (3.798)] 2024-10-16 17:29:55,370 - Train: 29.72% [371850/1251000] [297.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002398] [CE 4.311 (4.330)] [KD 3.655 (3.773)] 2024-10-16 17:30:07,065 - Train: 29.73% [371900/1251000] [297.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002398] [CE 3.690 (4.260)] [KD 3.624 (3.721)] 2024-10-16 17:30:19,228 - Train: 29.73% [371950/1251000] [297.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002398] [CE 4.288 (4.356)] [KD 3.720 (3.726)] 2024-10-16 17:30:31,195 - Train: 29.74% [372000/1251000] [297.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002398] [CE 3.779 (4.346)] [KD 3.608 (3.742)] 2024-10-16 17:30:43,021 - Train: 29.74% [372050/1251000] [297.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002398] [CE 4.482 (4.269)] [KD 3.652 (3.705)] 2024-10-16 17:30:55,005 - Train: 29.74% [372100/1251000] [297.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002397] [CE 3.724 (4.315)] [KD 3.652 (3.691)] 2024-10-16 17:31:06,890 - Train: 29.75% [372150/1251000] [297.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002397] [CE 4.624 (4.326)] [KD 3.886 (3.723)] 2024-10-16 17:31:18,569 - Train: 29.75% [372200/1251000] [297.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002397] [CE 4.014 (4.323)] [KD 3.792 (3.749)] 2024-10-16 17:31:30,430 - Train: 29.76% [372250/1251000] [297.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002397] [CE 4.445 (4.284)] [KD 3.721 (3.735)] 2024-10-16 17:31:42,415 - Train: 29.76% [372300/1251000] [297.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002397] [CE 4.110 (4.309)] [KD 3.770 (3.726)] 2024-10-16 17:31:54,516 - Train: 29.76% [372350/1251000] [297.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002397] [CE 4.399 (4.270)] [KD 3.743 (3.729)] 2024-10-16 17:32:06,488 - Train: 29.77% [372400/1251000] [297.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002397] [CE 4.025 (4.329)] [KD 3.509 (3.791)] 2024-10-16 17:32:18,184 - Train: 29.77% [372450/1251000] [297.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002396] [CE 4.405 (4.318)] [KD 3.697 (3.686)] 2024-10-16 17:32:30,023 - Train: 29.78% [372500/1251000] [297.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002396] [CE 3.753 (4.316)] [KD 3.644 (3.734)] 2024-10-16 17:32:41,783 - Train: 29.78% [372550/1251000] [297.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002396] [CE 4.433 (4.321)] [KD 3.632 (3.771)] 2024-10-16 17:32:53,774 - Train: 29.78% [372600/1251000] [297.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002396] [CE 4.758 (4.358)] [KD 3.988 (3.747)] 2024-10-16 17:33:05,850 - Train: 29.79% [372650/1251000] [297.9/1000.0] [batch_t 0.303 (0.241)] [data_t 0.009] [optim_t 0.294] [lr 0.002396] [CE 3.835 (4.279)] [KD 3.476 (3.671)] 2024-10-16 17:33:17,855 - Train: 29.79% [372700/1251000] [297.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002396] [CE 4.586 (4.396)] [KD 3.863 (3.741)] 2024-10-16 17:33:29,778 - Train: 29.80% [372750/1251000] [298.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002396] [CE 4.751 (4.328)] [KD 4.045 (3.742)] 2024-10-16 17:33:52,818 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 37133] [top5_cnt 46093] [top_all 50000] 2024-10-16 17:33:52,819 - net: 74.266 (92.186) 2024-10-16 17:34:05,384 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.244)] [top1_cnt 39428] [top5_cnt 47228] [top_all 50000] 2024-10-16 17:34:05,385 - net_E: 78.856 (94.456) 2024-10-16 17:34:05,514 - Max [top1: 74.572 (epoch: 291)] [top1-ema: 78.876 (epoch: 296)] 2024-10-16 17:34:05,514 - ==> Total time: 1 day, 2:20:46 Eta: 2 days, 14:03:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:34:09,525 - Train: 29.80% [372800/1251000] [298.0/1000.0] [batch_t 0.323 (1.301)] [data_t 0.100] [optim_t 0.223] [lr 0.002395] [CE 4.690 (4.582)] [KD 4.010 (3.868)] 2024-10-16 17:34:21,666 - Train: 29.80% [372850/1251000] [298.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002395] [CE 4.136 (4.269)] [KD 3.544 (3.666)] 2024-10-16 17:34:33,546 - Train: 29.81% [372900/1251000] [298.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002395] [CE 3.987 (4.227)] [KD 3.715 (3.705)] 2024-10-16 17:34:45,551 - Train: 29.81% [372950/1251000] [298.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002395] [CE 4.120 (4.224)] [KD 3.678 (3.690)] 2024-10-16 17:34:57,244 - Train: 29.82% [373000/1251000] [298.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002395] [CE 4.201 (4.389)] [KD 3.543 (3.800)] 2024-10-16 17:35:09,367 - Train: 29.82% [373050/1251000] [298.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002395] [CE 3.895 (4.250)] [KD 3.664 (3.690)] 2024-10-16 17:35:21,305 - Train: 29.82% [373100/1251000] [298.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002394] [CE 4.025 (4.366)] [KD 3.316 (3.732)] 2024-10-16 17:35:33,366 - Train: 29.83% [373150/1251000] [298.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002394] [CE 4.797 (4.334)] [KD 3.895 (3.691)] 2024-10-16 17:35:45,094 - Train: 29.83% [373200/1251000] [298.3/1000.0] [batch_t 0.300 (0.234)] [data_t 0.009] [optim_t 0.291] [lr 0.002394] [CE 3.952 (4.333)] [KD 3.406 (3.754)] 2024-10-16 17:35:56,887 - Train: 29.84% [373250/1251000] [298.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002394] [CE 4.616 (4.308)] [KD 3.882 (3.725)] 2024-10-16 17:36:08,890 - Train: 29.84% [373300/1251000] [298.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002394] [CE 3.996 (4.266)] [KD 3.628 (3.724)] 2024-10-16 17:36:20,831 - Train: 29.84% [373350/1251000] [298.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002394] [CE 4.080 (4.333)] [KD 3.736 (3.786)] 2024-10-16 17:36:32,682 - Train: 29.85% [373400/1251000] [298.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002394] [CE 4.191 (4.249)] [KD 3.465 (3.706)] 2024-10-16 17:36:44,456 - Train: 29.85% [373450/1251000] [298.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002393] [CE 4.478 (4.253)] [KD 3.880 (3.710)] 2024-10-16 17:36:56,308 - Train: 29.86% [373500/1251000] [298.6/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002393] [CE 4.190 (4.326)] [KD 3.679 (3.733)] 2024-10-16 17:37:08,315 - Train: 29.86% [373550/1251000] [298.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002393] [CE 3.730 (4.294)] [KD 3.545 (3.795)] 2024-10-16 17:37:20,125 - Train: 29.86% [373600/1251000] [298.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002393] [CE 3.983 (4.280)] [KD 3.515 (3.702)] 2024-10-16 17:37:31,996 - Train: 29.87% [373650/1251000] [298.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002393] [CE 4.527 (4.335)] [KD 3.940 (3.773)] 2024-10-16 17:37:43,994 - Train: 29.87% [373700/1251000] [298.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002393] [CE 4.629 (4.307)] [KD 3.931 (3.690)] 2024-10-16 17:37:55,993 - Train: 29.88% [373750/1251000] [298.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002393] [CE 4.090 (4.341)] [KD 3.688 (3.733)] 2024-10-16 17:38:07,719 - Train: 29.88% [373800/1251000] [298.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002392] [CE 4.277 (4.319)] [KD 3.666 (3.755)] 2024-10-16 17:38:19,598 - Train: 29.88% [373850/1251000] [298.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002392] [CE 4.764 (4.340)] [KD 4.052 (3.720)] 2024-10-16 17:38:31,463 - Train: 29.89% [373900/1251000] [298.9/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002392] [CE 4.641 (4.263)] [KD 3.651 (3.713)] 2024-10-16 17:38:43,455 - Train: 29.89% [373950/1251000] [298.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002392] [CE 4.366 (4.318)] [KD 3.984 (3.801)] 2024-10-16 17:38:55,280 - Train: 29.90% [374000/1251000] [299.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002392] [CE 4.234 (4.247)] [KD 3.482 (3.721)] 2024-10-16 17:39:18,592 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 37326] [top5_cnt 46217] [top_all 50000] 2024-10-16 17:39:18,593 - net: 74.652 (92.434) 2024-10-16 17:39:30,758 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39419] [top5_cnt 47224] [top_all 50000] 2024-10-16 17:39:30,759 - net_E: 78.838 (94.448) 2024-10-16 17:39:30,856 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 78.876 (epoch: 296)] 2024-10-16 17:39:30,856 - ==> Total time: 1 day, 2:26:11 Eta: 2 days, 13:58:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:39:36,469 - Train: 29.90% [374050/1251000] [299.0/1000.0] [batch_t 1.611 (1.611)] [data_t 1.387] [optim_t 0.224] [lr 0.002392] [CE 4.207 (4.207)] [KD 3.447 (3.447)] 2024-10-16 17:39:48,320 - Train: 29.90% [374100/1251000] [299.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002391] [CE 4.336 (4.268)] [KD 3.815 (3.704)] 2024-10-16 17:40:00,536 - Train: 29.91% [374150/1251000] [299.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002391] [CE 4.347 (4.305)] [KD 3.818 (3.749)] 2024-10-16 17:40:12,877 - Train: 29.91% [374200/1251000] [299.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002391] [CE 4.167 (4.292)] [KD 3.629 (3.783)] 2024-10-16 17:40:24,777 - Train: 29.92% [374250/1251000] [299.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002391] [CE 4.618 (4.327)] [KD 3.897 (3.732)] 2024-10-16 17:40:36,496 - Train: 29.92% [374300/1251000] [299.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002391] [CE 4.516 (4.269)] [KD 4.055 (3.721)] 2024-10-16 17:40:48,140 - Train: 29.92% [374350/1251000] [299.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002391] [CE 4.690 (4.314)] [KD 3.870 (3.744)] 2024-10-16 17:41:00,189 - Train: 29.93% [374400/1251000] [299.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002391] [CE 4.521 (4.321)] [KD 3.873 (3.733)] 2024-10-16 17:41:12,021 - Train: 29.93% [374450/1251000] [299.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002390] [CE 4.772 (4.268)] [KD 3.941 (3.691)] 2024-10-16 17:41:23,916 - Train: 29.94% [374500/1251000] [299.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002390] [CE 4.005 (4.335)] [KD 3.806 (3.764)] 2024-10-16 17:41:35,579 - Train: 29.94% [374550/1251000] [299.4/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.002390] [CE 4.637 (4.341)] [KD 3.711 (3.775)] 2024-10-16 17:41:47,738 - Train: 29.94% [374600/1251000] [299.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002390] [CE 4.648 (4.324)] [KD 3.855 (3.658)] 2024-10-16 17:41:59,397 - Train: 29.95% [374650/1251000] [299.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002390] [CE 4.654 (4.322)] [KD 3.783 (3.690)] 2024-10-16 17:42:11,197 - Train: 29.95% [374700/1251000] [299.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002390] [CE 4.417 (4.343)] [KD 3.636 (3.809)] 2024-10-16 17:42:22,884 - Train: 29.96% [374750/1251000] [299.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002390] [CE 4.131 (4.250)] [KD 3.412 (3.722)] 2024-10-16 17:42:34,899 - Train: 29.96% [374800/1251000] [299.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002389] [CE 4.052 (4.339)] [KD 3.663 (3.756)] 2024-10-16 17:42:46,932 - Train: 29.96% [374850/1251000] [299.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002389] [CE 3.828 (4.291)] [KD 3.458 (3.725)] 2024-10-16 17:42:58,840 - Train: 29.97% [374900/1251000] [299.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002389] [CE 4.143 (4.309)] [KD 3.475 (3.702)] 2024-10-16 17:43:10,584 - Train: 29.97% [374950/1251000] [299.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002389] [CE 4.206 (4.297)] [KD 3.752 (3.735)] 2024-10-16 17:43:22,881 - Train: 29.98% [375000/1251000] [299.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002389] [CE 4.033 (4.368)] [KD 3.598 (3.753)] 2024-10-16 17:43:34,722 - Train: 29.98% [375050/1251000] [299.8/1000.0] [batch_t 0.296 (0.237)] [data_t 0.009] [optim_t 0.287] [lr 0.002389] [CE 4.540 (4.330)] [KD 3.973 (3.734)] 2024-10-16 17:43:46,581 - Train: 29.98% [375100/1251000] [299.8/1000.0] [batch_t 0.363 (0.237)] [data_t 0.009] [optim_t 0.354] [lr 0.002388] [CE 4.408 (4.328)] [KD 3.496 (3.754)] 2024-10-16 17:43:58,590 - Train: 29.99% [375150/1251000] [299.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002388] [CE 4.226 (4.272)] [KD 3.406 (3.714)] 2024-10-16 17:44:10,734 - Train: 29.99% [375200/1251000] [299.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002388] [CE 4.363 (4.357)] [KD 3.796 (3.806)] 2024-10-16 17:44:22,704 - Train: 30.00% [375250/1251000] [300.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002388] [CE 4.208 (4.328)] [KD 3.747 (3.820)] 2024-10-16 17:44:34,612 - Train: 30.00% [375300/1251000] [300.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002388] [CE 4.813 (4.303)] [KD 4.020 (3.790)] 2024-10-16 17:44:46,479 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 37223] [top5_cnt 46132] [top_all 50000] 2024-10-16 17:44:46,479 - net: 74.446 (92.264) 2024-10-16 17:44:58,508 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39474] [top5_cnt 47232] [top_all 50000] 2024-10-16 17:44:58,508 - net_E: 78.948 (94.464) 2024-10-16 17:44:58,641 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 78.948 (epoch: 300)] 2024-10-16 17:44:58,641 - ==> Total time: 1 day, 2:31:39 Eta: 2 days, 13:53:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:45:20,527 - Train: 30.00% [375350/1251000] [300.0/1000.0] [batch_t 0.232 (0.261)] [data_t 0.009] [optim_t 0.223] [lr 0.002388] [CE 3.894 (4.289)] [KD 3.699 (3.702)] 2024-10-16 17:45:32,819 - Train: 30.01% [375400/1251000] [300.1/1000.0] [batch_t 0.396 (0.246)] [data_t 0.009] [optim_t 0.387] [lr 0.002388] [CE 4.438 (4.256)] [KD 3.839 (3.659)] 2024-10-16 17:45:44,658 - Train: 30.01% [375450/1251000] [300.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002387] [CE 4.519 (4.342)] [KD 3.832 (3.727)] 2024-10-16 17:45:56,367 - Train: 30.02% [375500/1251000] [300.2/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002387] [CE 4.713 (4.315)] [KD 3.854 (3.703)] 2024-10-16 17:46:08,438 - Train: 30.02% [375550/1251000] [300.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002387] [CE 4.455 (4.341)] [KD 3.664 (3.727)] 2024-10-16 17:46:20,354 - Train: 30.02% [375600/1251000] [300.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002387] [CE 4.568 (4.274)] [KD 3.649 (3.684)] 2024-10-16 17:46:32,118 - Train: 30.03% [375650/1251000] [300.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002387] [CE 3.938 (4.328)] [KD 3.645 (3.729)] 2024-10-16 17:46:43,952 - Train: 30.03% [375700/1251000] [300.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002387] [CE 4.047 (4.307)] [KD 3.639 (3.757)] 2024-10-16 17:46:55,585 - Train: 30.04% [375750/1251000] [300.4/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002387] [CE 4.659 (4.268)] [KD 3.793 (3.735)] 2024-10-16 17:47:07,809 - Train: 30.04% [375800/1251000] [300.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002386] [CE 4.488 (4.297)] [KD 3.938 (3.748)] 2024-10-16 17:47:19,866 - Train: 30.04% [375850/1251000] [300.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002386] [CE 4.294 (4.320)] [KD 3.512 (3.745)] 2024-10-16 17:47:31,510 - Train: 30.05% [375900/1251000] [300.5/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002386] [CE 4.380 (4.335)] [KD 3.774 (3.772)] 2024-10-16 17:47:43,198 - Train: 30.05% [375950/1251000] [300.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002386] [CE 4.023 (4.348)] [KD 3.530 (3.722)] 2024-10-16 17:47:55,407 - Train: 30.06% [376000/1251000] [300.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002386] [CE 4.246 (4.278)] [KD 3.692 (3.695)] 2024-10-16 17:48:07,220 - Train: 30.06% [376050/1251000] [300.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002386] [CE 3.815 (4.287)] [KD 3.832 (3.699)] 2024-10-16 17:48:19,227 - Train: 30.06% [376100/1251000] [300.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002385] [CE 4.420 (4.332)] [KD 3.726 (3.750)] 2024-10-16 17:48:31,247 - Train: 30.07% [376150/1251000] [300.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002385] [CE 4.644 (4.331)] [KD 3.577 (3.691)] 2024-10-16 17:48:43,304 - Train: 30.07% [376200/1251000] [300.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002385] [CE 3.919 (4.377)] [KD 3.652 (3.724)] 2024-10-16 17:48:55,347 - Train: 30.08% [376250/1251000] [300.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002385] [CE 4.262 (4.365)] [KD 3.788 (3.788)] 2024-10-16 17:49:07,331 - Train: 30.08% [376300/1251000] [300.8/1000.0] [batch_t 0.277 (0.240)] [data_t 0.009] [optim_t 0.268] [lr 0.002385] [CE 4.369 (4.321)] [KD 3.776 (3.735)] 2024-10-16 17:49:19,904 - Train: 30.08% [376350/1251000] [300.8/1000.0] [batch_t 0.231 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002385] [CE 4.483 (4.273)] [KD 3.640 (3.657)] 2024-10-16 17:49:32,065 - Train: 30.09% [376400/1251000] [300.9/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002385] [CE 4.608 (4.376)] [KD 3.997 (3.802)] 2024-10-16 17:49:44,136 - Train: 30.09% [376450/1251000] [300.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002384] [CE 4.528 (4.287)] [KD 3.901 (3.724)] 2024-10-16 17:49:56,387 - Train: 30.10% [376500/1251000] [301.0/1000.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.241] [lr 0.002384] [CE 4.433 (4.319)] [KD 3.401 (3.691)] 2024-10-16 17:50:08,386 - Train: 30.10% [376550/1251000] [301.0/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002384] [CE 4.063 (4.336)] [KD 3.509 (3.703)] 2024-10-16 17:50:20,930 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 36750] [top5_cnt 45938] [top_all 50000] 2024-10-16 17:50:20,930 - net: 73.500 (91.876) 2024-10-16 17:50:32,872 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 39513] [top5_cnt 47219] [top_all 50000] 2024-10-16 17:50:32,872 - net_E: 79.026 (94.438) 2024-10-16 17:50:33,007 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 17:50:33,007 - ==> Total time: 1 day, 2:37:13 Eta: 2 days, 13:49:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:50:49,965 - Train: 30.10% [376600/1251000] [301.0/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.002384] [CE 4.240 (4.331)] [KD 3.553 (3.712)] 2024-10-16 17:51:02,397 - Train: 30.11% [376650/1251000] [301.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002384] [CE 4.118 (4.271)] [KD 3.604 (3.593)] 2024-10-16 17:51:14,559 - Train: 30.11% [376700/1251000] [301.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002384] [CE 4.211 (4.280)] [KD 3.911 (3.700)] 2024-10-16 17:51:26,365 - Train: 30.12% [376750/1251000] [301.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002383] [CE 4.534 (4.262)] [KD 3.660 (3.596)] 2024-10-16 17:51:38,228 - Train: 30.12% [376800/1251000] [301.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002383] [CE 4.553 (4.335)] [KD 3.783 (3.751)] 2024-10-16 17:51:50,026 - Train: 30.12% [376850/1251000] [301.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002383] [CE 4.337 (4.333)] [KD 3.723 (3.745)] 2024-10-16 17:52:02,145 - Train: 30.13% [376900/1251000] [301.3/1000.0] [batch_t 0.367 (0.242)] [data_t 0.009] [optim_t 0.358] [lr 0.002383] [CE 4.884 (4.290)] [KD 4.113 (3.744)] 2024-10-16 17:52:14,223 - Train: 30.13% [376950/1251000] [301.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002383] [CE 4.290 (4.316)] [KD 3.827 (3.776)] 2024-10-16 17:52:26,229 - Train: 30.14% [377000/1251000] [301.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002383] [CE 4.077 (4.372)] [KD 3.581 (3.792)] 2024-10-16 17:52:38,144 - Train: 30.14% [377050/1251000] [301.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002383] [CE 4.430 (4.337)] [KD 3.755 (3.827)] 2024-10-16 17:52:50,235 - Train: 30.14% [377100/1251000] [301.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002382] [CE 4.339 (4.281)] [KD 3.631 (3.752)] 2024-10-16 17:53:02,086 - Train: 30.15% [377150/1251000] [301.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002382] [CE 4.529 (4.291)] [KD 3.663 (3.689)] 2024-10-16 17:53:13,858 - Train: 30.15% [377200/1251000] [301.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002382] [CE 4.335 (4.318)] [KD 3.747 (3.699)] 2024-10-16 17:53:26,022 - Train: 30.16% [377250/1251000] [301.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002382] [CE 4.379 (4.340)] [KD 3.768 (3.789)] 2024-10-16 17:53:38,387 - Train: 30.16% [377300/1251000] [301.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002382] [CE 4.189 (4.308)] [KD 3.821 (3.723)] 2024-10-16 17:53:50,417 - Train: 30.16% [377350/1251000] [301.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002382] [CE 4.429 (4.360)] [KD 3.938 (3.792)] 2024-10-16 17:54:02,437 - Train: 30.17% [377400/1251000] [301.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002382] [CE 4.555 (4.330)] [KD 3.965 (3.783)] 2024-10-16 17:54:14,352 - Train: 30.17% [377450/1251000] [301.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002381] [CE 4.302 (4.301)] [KD 3.749 (3.702)] 2024-10-16 17:54:26,311 - Train: 30.18% [377500/1251000] [301.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002381] [CE 4.333 (4.322)] [KD 3.706 (3.708)] 2024-10-16 17:54:38,344 - Train: 30.18% [377550/1251000] [301.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002381] [CE 4.554 (4.343)] [KD 3.835 (3.701)] 2024-10-16 17:54:50,520 - Train: 30.18% [377600/1251000] [301.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002381] [CE 4.076 (4.243)] [KD 3.571 (3.663)] 2024-10-16 17:55:02,531 - Train: 30.19% [377650/1251000] [301.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002381] [CE 3.863 (4.352)] [KD 3.479 (3.753)] 2024-10-16 17:55:14,759 - Train: 30.19% [377700/1251000] [301.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002381] [CE 3.633 (4.394)] [KD 3.312 (3.814)] 2024-10-16 17:55:26,693 - Train: 30.20% [377750/1251000] [302.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002380] [CE 4.660 (4.385)] [KD 3.711 (3.752)] 2024-10-16 17:55:38,436 - Train: 30.20% [377800/1251000] [302.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002380] [CE 3.774 (4.284)] [KD 3.680 (3.689)] 2024-10-16 17:55:50,896 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 37101] [top5_cnt 46112] [top_all 50000] 2024-10-16 17:55:50,896 - net: 74.202 (92.224) 2024-10-16 17:56:03,063 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39474] [top5_cnt 47216] [top_all 50000] 2024-10-16 17:56:03,064 - net_E: 78.948 (94.432) 2024-10-16 17:56:03,200 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 17:56:03,200 - ==> Total time: 1 day, 2:42:43 Eta: 2 days, 13:44:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 17:56:19,691 - Train: 30.20% [377850/1251000] [302.0/1000.0] [batch_t 0.234 (0.261)] [data_t 0.009] [optim_t 0.225] [lr 0.002380] [CE 4.305 (4.329)] [KD 3.708 (3.640)] 2024-10-16 17:56:31,926 - Train: 30.21% [377900/1251000] [302.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002380] [CE 4.440 (4.325)] [KD 3.551 (3.687)] 2024-10-16 17:56:44,236 - Train: 30.21% [377950/1251000] [302.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002380] [CE 3.868 (4.374)] [KD 3.521 (3.751)] 2024-10-16 17:56:56,240 - Train: 30.22% [378000/1251000] [302.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002380] [CE 4.248 (4.339)] [KD 3.759 (3.759)] 2024-10-16 17:57:08,129 - Train: 30.22% [378050/1251000] [302.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002380] [CE 4.549 (4.299)] [KD 3.797 (3.695)] 2024-10-16 17:57:19,996 - Train: 30.22% [378100/1251000] [302.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002379] [CE 3.930 (4.270)] [KD 3.608 (3.661)] 2024-10-16 17:57:32,000 - Train: 30.23% [378150/1251000] [302.3/1000.0] [batch_t 0.378 (0.240)] [data_t 0.009] [optim_t 0.369] [lr 0.002379] [CE 3.768 (4.342)] [KD 3.324 (3.666)] 2024-10-16 17:57:43,921 - Train: 30.23% [378200/1251000] [302.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002379] [CE 4.622 (4.341)] [KD 3.846 (3.733)] 2024-10-16 17:57:56,069 - Train: 30.24% [378250/1251000] [302.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002379] [CE 4.762 (4.372)] [KD 4.054 (3.807)] 2024-10-16 17:58:08,079 - Train: 30.24% [378300/1251000] [302.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002379] [CE 4.002 (4.356)] [KD 3.610 (3.757)] 2024-10-16 17:58:19,883 - Train: 30.24% [378350/1251000] [302.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002379] [CE 5.019 (4.375)] [KD 3.929 (3.740)] 2024-10-16 17:58:31,569 - Train: 30.25% [378400/1251000] [302.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002378] [CE 3.975 (4.292)] [KD 3.487 (3.714)] 2024-10-16 17:58:43,500 - Train: 30.25% [378450/1251000] [302.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002378] [CE 4.401 (4.282)] [KD 3.642 (3.745)] 2024-10-16 17:58:55,458 - Train: 30.26% [378500/1251000] [302.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002378] [CE 4.508 (4.304)] [KD 3.655 (3.777)] 2024-10-16 17:59:07,264 - Train: 30.26% [378550/1251000] [302.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002378] [CE 4.600 (4.323)] [KD 3.903 (3.765)] 2024-10-16 17:59:19,189 - Train: 30.26% [378600/1251000] [302.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002378] [CE 4.715 (4.364)] [KD 3.747 (3.754)] 2024-10-16 17:59:31,330 - Train: 30.27% [378650/1251000] [302.7/1000.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002378] [CE 4.288 (4.358)] [KD 3.691 (3.795)] 2024-10-16 17:59:43,968 - Train: 30.27% [378700/1251000] [302.7/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.002378] [CE 4.493 (4.269)] [KD 3.733 (3.735)] 2024-10-16 17:59:56,197 - Train: 30.28% [378750/1251000] [302.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002377] [CE 4.213 (4.305)] [KD 3.860 (3.680)] 2024-10-16 18:00:08,466 - Train: 30.28% [378800/1251000] [302.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002377] [CE 4.480 (4.354)] [KD 3.859 (3.775)] 2024-10-16 18:00:21,001 - Train: 30.28% [378850/1251000] [302.8/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002377] [CE 4.392 (4.432)] [KD 4.016 (3.749)] 2024-10-16 18:00:33,276 - Train: 30.29% [378900/1251000] [302.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002377] [CE 4.291 (4.314)] [KD 3.644 (3.726)] 2024-10-16 18:00:45,500 - Train: 30.29% [378950/1251000] [302.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002377] [CE 4.455 (4.267)] [KD 3.791 (3.676)] 2024-10-16 18:00:57,867 - Train: 30.30% [379000/1251000] [303.0/1000.0] [batch_t 0.270 (0.247)] [data_t 0.009] [optim_t 0.261] [lr 0.002377] [CE 4.387 (4.376)] [KD 3.460 (3.788)] 2024-10-16 18:01:09,918 - Train: 30.30% [379050/1251000] [303.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002377] [CE 4.367 (4.349)] [KD 3.604 (3.745)] 2024-10-16 18:01:22,489 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 36947] [top5_cnt 45994] [top_all 50000] 2024-10-16 18:01:22,489 - net: 73.894 (91.988) 2024-10-16 18:01:34,754 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39478] [top5_cnt 47225] [top_all 50000] 2024-10-16 18:01:34,754 - net_E: 78.956 (94.450) 2024-10-16 18:01:34,902 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:01:34,902 - ==> Total time: 1 day, 2:48:15 Eta: 2 days, 13:39:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:01:49,897 - Train: 30.30% [379100/1251000] [303.0/1000.0] [batch_t 0.234 (0.286)] [data_t 0.009] [optim_t 0.225] [lr 0.002376] [CE 3.879 (4.318)] [KD 3.605 (3.673)] 2024-10-16 18:02:02,014 - Train: 30.31% [379150/1251000] [303.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002376] [CE 4.119 (4.259)] [KD 3.631 (3.649)] 2024-10-16 18:02:14,445 - Train: 30.31% [379200/1251000] [303.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002376] [CE 4.444 (4.332)] [KD 3.806 (3.722)] 2024-10-16 18:02:26,295 - Train: 30.32% [379250/1251000] [303.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002376] [CE 4.119 (4.314)] [KD 3.520 (3.708)] 2024-10-16 18:02:38,255 - Train: 30.32% [379300/1251000] [303.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002376] [CE 4.550 (4.288)] [KD 3.904 (3.729)] 2024-10-16 18:02:50,475 - Train: 30.32% [379350/1251000] [303.2/1000.0] [batch_t 0.379 (0.244)] [data_t 0.009] [optim_t 0.370] [lr 0.002376] [CE 4.297 (4.305)] [KD 3.949 (3.653)] 2024-10-16 18:03:02,644 - Train: 30.33% [379400/1251000] [303.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002375] [CE 4.654 (4.341)] [KD 4.055 (3.766)] 2024-10-16 18:03:14,524 - Train: 30.33% [379450/1251000] [303.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002375] [CE 4.274 (4.267)] [KD 3.700 (3.728)] 2024-10-16 18:03:26,443 - Train: 30.34% [379500/1251000] [303.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002375] [CE 4.215 (4.302)] [KD 3.526 (3.733)] 2024-10-16 18:03:38,464 - Train: 30.34% [379550/1251000] [303.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002375] [CE 4.457 (4.331)] [KD 3.647 (3.715)] 2024-10-16 18:03:50,597 - Train: 30.34% [379600/1251000] [303.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002375] [CE 4.632 (4.341)] [KD 3.885 (3.752)] 2024-10-16 18:04:02,808 - Train: 30.35% [379650/1251000] [303.5/1000.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.002375] [CE 4.244 (4.229)] [KD 3.992 (3.741)] 2024-10-16 18:04:15,004 - Train: 30.35% [379700/1251000] [303.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002375] [CE 4.274 (4.371)] [KD 3.746 (3.742)] 2024-10-16 18:04:26,960 - Train: 30.36% [379750/1251000] [303.6/1000.0] [batch_t 0.253 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.002374] [CE 4.159 (4.368)] [KD 3.756 (3.782)] 2024-10-16 18:04:39,461 - Train: 30.36% [379800/1251000] [303.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002374] [CE 4.458 (4.261)] [KD 3.944 (3.672)] 2024-10-16 18:04:51,524 - Train: 30.36% [379850/1251000] [303.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002374] [CE 4.292 (4.274)] [KD 3.690 (3.683)] 2024-10-16 18:05:03,379 - Train: 30.37% [379900/1251000] [303.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002374] [CE 4.191 (4.286)] [KD 3.362 (3.666)] 2024-10-16 18:05:15,111 - Train: 30.37% [379950/1251000] [303.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002374] [CE 4.860 (4.399)] [KD 4.029 (3.775)] 2024-10-16 18:05:27,510 - Train: 30.38% [380000/1251000] [303.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002374] [CE 4.510 (4.320)] [KD 3.712 (3.731)] 2024-10-16 18:05:39,291 - Train: 30.38% [380050/1251000] [303.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002373] [CE 3.784 (4.311)] [KD 3.445 (3.738)] 2024-10-16 18:05:51,201 - Train: 30.38% [380100/1251000] [303.8/1000.0] [batch_t 0.382 (0.238)] [data_t 0.009] [optim_t 0.373] [lr 0.002373] [CE 4.598 (4.349)] [KD 3.739 (3.671)] 2024-10-16 18:06:03,329 - Train: 30.39% [380150/1251000] [303.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002373] [CE 4.405 (4.286)] [KD 3.825 (3.694)] 2024-10-16 18:06:15,825 - Train: 30.39% [380200/1251000] [303.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002373] [CE 4.125 (4.385)] [KD 3.614 (3.664)] 2024-10-16 18:06:27,639 - Train: 30.40% [380250/1251000] [304.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002373] [CE 4.154 (4.322)] [KD 3.627 (3.740)] 2024-10-16 18:06:39,674 - Train: 30.40% [380300/1251000] [304.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002373] [CE 4.056 (4.246)] [KD 3.497 (3.689)] 2024-10-16 18:06:52,731 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 37126] [top5_cnt 46111] [top_all 50000] 2024-10-16 18:06:52,732 - net: 74.252 (92.222) 2024-10-16 18:07:04,881 - Test (net_E): 100.00% [50/50] [batch_t 0.169 (0.236)] [top1_cnt 39470] [top5_cnt 47229] [top_all 50000] 2024-10-16 18:07:04,881 - net_E: 78.940 (94.458) 2024-10-16 18:07:05,038 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:07:05,038 - ==> Total time: 1 day, 2:53:45 Eta: 2 days, 13:34:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:07:21,032 - Train: 30.40% [380350/1251000] [304.0/1000.0] [batch_t 0.234 (0.288)] [data_t 0.009] [optim_t 0.225] [lr 0.002373] [CE 4.424 (4.323)] [KD 3.921 (3.723)] 2024-10-16 18:07:33,480 - Train: 30.41% [380400/1251000] [304.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002372] [CE 4.141 (4.345)] [KD 3.871 (3.728)] 2024-10-16 18:07:45,605 - Train: 30.41% [380450/1251000] [304.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002372] [CE 4.184 (4.316)] [KD 3.620 (3.721)] 2024-10-16 18:07:57,436 - Train: 30.42% [380500/1251000] [304.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002372] [CE 4.070 (4.264)] [KD 3.467 (3.662)] 2024-10-16 18:08:09,283 - Train: 30.42% [380550/1251000] [304.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002372] [CE 4.067 (4.325)] [KD 3.600 (3.705)] 2024-10-16 18:08:21,526 - Train: 30.42% [380600/1251000] [304.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002372] [CE 4.057 (4.286)] [KD 3.569 (3.751)] 2024-10-16 18:08:33,561 - Train: 30.43% [380650/1251000] [304.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002372] [CE 4.761 (4.351)] [KD 4.067 (3.750)] 2024-10-16 18:08:45,376 - Train: 30.43% [380700/1251000] [304.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002371] [CE 4.503 (4.388)] [KD 3.824 (3.813)] 2024-10-16 18:08:57,402 - Train: 30.44% [380750/1251000] [304.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002371] [CE 3.923 (4.360)] [KD 3.697 (3.791)] 2024-10-16 18:09:09,356 - Train: 30.44% [380800/1251000] [304.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002371] [CE 4.150 (4.307)] [KD 3.736 (3.741)] 2024-10-16 18:09:21,176 - Train: 30.44% [380850/1251000] [304.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002371] [CE 4.136 (4.286)] [KD 3.558 (3.634)] 2024-10-16 18:09:32,996 - Train: 30.45% [380900/1251000] [304.5/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002371] [CE 4.555 (4.334)] [KD 3.814 (3.758)] 2024-10-16 18:09:45,156 - Train: 30.45% [380950/1251000] [304.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002371] [CE 4.607 (4.347)] [KD 3.961 (3.752)] 2024-10-16 18:09:57,438 - Train: 30.46% [381000/1251000] [304.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002371] [CE 4.596 (4.304)] [KD 3.901 (3.798)] 2024-10-16 18:10:09,773 - Train: 30.46% [381050/1251000] [304.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002370] [CE 3.762 (4.322)] [KD 3.487 (3.791)] 2024-10-16 18:10:21,775 - Train: 30.46% [381100/1251000] [304.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002370] [CE 4.350 (4.299)] [KD 3.765 (3.755)] 2024-10-16 18:10:33,592 - Train: 30.47% [381150/1251000] [304.7/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002370] [CE 4.311 (4.339)] [KD 3.638 (3.739)] 2024-10-16 18:10:45,724 - Train: 30.47% [381200/1251000] [304.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002370] [CE 4.185 (4.359)] [KD 3.753 (3.782)] 2024-10-16 18:10:57,808 - Train: 30.48% [381250/1251000] [304.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002370] [CE 3.693 (4.345)] [KD 3.516 (3.760)] 2024-10-16 18:11:09,798 - Train: 30.48% [381300/1251000] [304.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002370] [CE 3.779 (4.335)] [KD 3.727 (3.746)] 2024-10-16 18:11:22,078 - Train: 30.48% [381350/1251000] [304.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002370] [CE 4.104 (4.335)] [KD 3.754 (3.741)] 2024-10-16 18:11:34,498 - Train: 30.49% [381400/1251000] [304.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002369] [CE 5.123 (4.255)] [KD 3.888 (3.708)] 2024-10-16 18:11:46,440 - Train: 30.49% [381450/1251000] [304.9/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002369] [CE 4.596 (4.316)] [KD 3.779 (3.739)] 2024-10-16 18:11:58,318 - Train: 30.50% [381500/1251000] [305.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002369] [CE 4.624 (4.339)] [KD 3.688 (3.705)] 2024-10-16 18:12:10,175 - Train: 30.50% [381550/1251000] [305.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002369] [CE 4.579 (4.333)] [KD 3.812 (3.749)] 2024-10-16 18:12:23,936 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 37287] [top5_cnt 46283] [top_all 50000] 2024-10-16 18:12:23,936 - net: 74.574 (92.566) 2024-10-16 18:12:36,378 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39482] [top5_cnt 47220] [top_all 50000] 2024-10-16 18:12:36,379 - net_E: 78.964 (94.440) 2024-10-16 18:12:36,514 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:12:36,514 - ==> Total time: 1 day, 2:59:17 Eta: 2 days, 13:29:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:12:51,316 - Train: 30.50% [381600/1251000] [305.0/1000.0] [batch_t 0.235 (0.301)] [data_t 0.009] [optim_t 0.226] [lr 0.002369] [CE 4.400 (4.304)] [KD 3.598 (3.672)] 2024-10-16 18:13:03,795 - Train: 30.51% [381650/1251000] [305.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002369] [CE 4.252 (4.276)] [KD 3.731 (3.721)] 2024-10-16 18:13:15,666 - Train: 30.51% [381700/1251000] [305.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002368] [CE 4.738 (4.318)] [KD 3.923 (3.687)] 2024-10-16 18:13:27,458 - Train: 30.52% [381750/1251000] [305.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002368] [CE 4.245 (4.271)] [KD 3.712 (3.640)] 2024-10-16 18:13:39,702 - Train: 30.52% [381800/1251000] [305.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002368] [CE 4.515 (4.304)] [KD 3.656 (3.701)] 2024-10-16 18:13:51,857 - Train: 30.52% [381850/1251000] [305.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002368] [CE 4.945 (4.321)] [KD 4.048 (3.765)] 2024-10-16 18:14:03,690 - Train: 30.53% [381900/1251000] [305.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002368] [CE 4.561 (4.273)] [KD 3.651 (3.708)] 2024-10-16 18:14:15,680 - Train: 30.53% [381950/1251000] [305.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002368] [CE 4.698 (4.242)] [KD 4.147 (3.700)] 2024-10-16 18:14:27,657 - Train: 30.54% [382000/1251000] [305.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002368] [CE 3.842 (4.337)] [KD 3.563 (3.809)] 2024-10-16 18:14:39,916 - Train: 30.54% [382050/1251000] [305.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002367] [CE 4.162 (4.286)] [KD 3.802 (3.732)] 2024-10-16 18:14:51,639 - Train: 30.54% [382100/1251000] [305.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002367] [CE 4.200 (4.268)] [KD 3.712 (3.717)] 2024-10-16 18:15:03,621 - Train: 30.55% [382150/1251000] [305.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002367] [CE 4.293 (4.301)] [KD 3.637 (3.715)] 2024-10-16 18:15:15,555 - Train: 30.55% [382200/1251000] [305.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002367] [CE 4.405 (4.417)] [KD 3.879 (3.758)] 2024-10-16 18:15:27,690 - Train: 30.56% [382250/1251000] [305.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002367] [CE 4.376 (4.334)] [KD 3.620 (3.751)] 2024-10-16 18:15:39,593 - Train: 30.56% [382300/1251000] [305.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002367] [CE 4.441 (4.326)] [KD 3.955 (3.756)] 2024-10-16 18:15:51,503 - Train: 30.56% [382350/1251000] [305.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002366] [CE 4.686 (4.329)] [KD 3.682 (3.741)] 2024-10-16 18:16:03,191 - Train: 30.57% [382400/1251000] [305.7/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002366] [CE 4.680 (4.341)] [KD 3.771 (3.783)] 2024-10-16 18:16:15,366 - Train: 30.57% [382450/1251000] [305.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002366] [CE 4.391 (4.312)] [KD 3.886 (3.684)] 2024-10-16 18:16:27,100 - Train: 30.58% [382500/1251000] [305.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002366] [CE 4.146 (4.273)] [KD 3.691 (3.683)] 2024-10-16 18:16:38,893 - Train: 30.58% [382550/1251000] [305.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002366] [CE 3.960 (4.297)] [KD 3.676 (3.722)] 2024-10-16 18:16:50,996 - Train: 30.58% [382600/1251000] [305.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002366] [CE 3.779 (4.312)] [KD 3.494 (3.799)] 2024-10-16 18:17:03,346 - Train: 30.59% [382650/1251000] [305.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002366] [CE 4.495 (4.315)] [KD 3.941 (3.760)] 2024-10-16 18:17:15,102 - Train: 30.59% [382700/1251000] [305.9/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002365] [CE 4.461 (4.291)] [KD 3.729 (3.744)] 2024-10-16 18:17:26,915 - Train: 30.60% [382750/1251000] [306.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002365] [CE 4.610 (4.294)] [KD 4.071 (3.760)] 2024-10-16 18:17:38,719 - Train: 30.60% [382800/1251000] [306.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002365] [CE 4.149 (4.278)] [KD 3.735 (3.744)] 2024-10-16 18:17:52,195 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 36938] [top5_cnt 46005] [top_all 50000] 2024-10-16 18:17:52,196 - net: 73.876 (92.010) 2024-10-16 18:18:04,444 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39490] [top5_cnt 47227] [top_all 50000] 2024-10-16 18:18:04,444 - net_E: 78.980 (94.454) 2024-10-16 18:18:04,601 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:18:04,601 - ==> Total time: 1 day, 3:04:45 Eta: 2 days, 13:24:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:18:18,869 - Train: 30.60% [382850/1251000] [306.0/1000.0] [batch_t 0.236 (0.292)] [data_t 0.009] [optim_t 0.227] [lr 0.002365] [CE 3.985 (4.315)] [KD 3.734 (3.735)] 2024-10-16 18:18:31,030 - Train: 30.61% [382900/1251000] [306.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002365] [CE 3.969 (4.234)] [KD 3.588 (3.688)] 2024-10-16 18:18:43,142 - Train: 30.61% [382950/1251000] [306.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002365] [CE 4.363 (4.334)] [KD 3.795 (3.757)] 2024-10-16 18:18:55,370 - Train: 30.62% [383000/1251000] [306.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002364] [CE 4.504 (4.300)] [KD 3.721 (3.692)] 2024-10-16 18:19:07,085 - Train: 30.62% [383050/1251000] [306.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002364] [CE 4.587 (4.334)] [KD 3.627 (3.688)] 2024-10-16 18:19:19,014 - Train: 30.62% [383100/1251000] [306.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002364] [CE 4.299 (4.296)] [KD 3.577 (3.683)] 2024-10-16 18:19:30,991 - Train: 30.63% [383150/1251000] [306.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002364] [CE 4.613 (4.324)] [KD 3.954 (3.706)] 2024-10-16 18:19:42,971 - Train: 30.63% [383200/1251000] [306.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002364] [CE 3.605 (4.316)] [KD 3.324 (3.766)] 2024-10-16 18:19:54,689 - Train: 30.64% [383250/1251000] [306.4/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002364] [CE 4.215 (4.428)] [KD 3.844 (3.845)] 2024-10-16 18:20:06,828 - Train: 30.64% [383300/1251000] [306.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002364] [CE 4.158 (4.297)] [KD 3.609 (3.692)] 2024-10-16 18:20:18,665 - Train: 30.64% [383350/1251000] [306.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002363] [CE 4.356 (4.327)] [KD 3.677 (3.755)] 2024-10-16 18:20:30,727 - Train: 30.65% [383400/1251000] [306.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002363] [CE 4.322 (4.254)] [KD 3.516 (3.677)] 2024-10-16 18:20:42,885 - Train: 30.65% [383450/1251000] [306.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002363] [CE 4.150 (4.386)] [KD 3.905 (3.775)] 2024-10-16 18:20:55,079 - Train: 30.66% [383500/1251000] [306.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.002363] [CE 4.267 (4.327)] [KD 3.517 (3.782)] 2024-10-16 18:21:07,398 - Train: 30.66% [383550/1251000] [306.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002363] [CE 4.157 (4.284)] [KD 3.790 (3.715)] 2024-10-16 18:21:19,824 - Train: 30.66% [383600/1251000] [306.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002363] [CE 4.217 (4.276)] [KD 3.699 (3.705)] 2024-10-16 18:21:32,131 - Train: 30.67% [383650/1251000] [306.7/1000.0] [batch_t 0.272 (0.246)] [data_t 0.009] [optim_t 0.263] [lr 0.002362] [CE 4.158 (4.287)] [KD 3.633 (3.785)] 2024-10-16 18:21:44,645 - Train: 30.67% [383700/1251000] [306.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002362] [CE 4.068 (4.298)] [KD 3.520 (3.732)] 2024-10-16 18:21:56,831 - Train: 30.68% [383750/1251000] [306.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002362] [CE 4.698 (4.287)] [KD 3.986 (3.690)] 2024-10-16 18:22:09,250 - Train: 30.68% [383800/1251000] [306.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002362] [CE 3.823 (4.348)] [KD 3.519 (3.696)] 2024-10-16 18:22:21,591 - Train: 30.68% [383850/1251000] [306.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002362] [CE 4.367 (4.411)] [KD 3.576 (3.793)] 2024-10-16 18:22:33,782 - Train: 30.69% [383900/1251000] [306.9/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.002362] [CE 4.186 (4.312)] [KD 3.514 (3.694)] 2024-10-16 18:22:45,997 - Train: 30.69% [383950/1251000] [306.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002362] [CE 4.517 (4.327)] [KD 3.912 (3.702)] 2024-10-16 18:22:58,230 - Train: 30.70% [384000/1251000] [307.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002361] [CE 4.289 (4.254)] [KD 3.563 (3.657)] 2024-10-16 18:23:10,041 - Train: 30.70% [384050/1251000] [307.0/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002361] [CE 4.452 (4.386)] [KD 3.558 (3.749)] 2024-10-16 18:23:23,617 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 37060] [top5_cnt 46080] [top_all 50000] 2024-10-16 18:23:23,617 - net: 74.120 (92.160) 2024-10-16 18:23:35,982 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39478] [top5_cnt 47226] [top_all 50000] 2024-10-16 18:23:35,982 - net_E: 78.956 (94.452) 2024-10-16 18:23:36,114 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:23:36,114 - ==> Total time: 1 day, 3:10:16 Eta: 2 days, 13:20:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:23:50,688 - Train: 30.70% [384100/1251000] [307.0/1000.0] [batch_t 0.233 (0.306)] [data_t 0.009] [optim_t 0.224] [lr 0.002361] [CE 4.013 (4.288)] [KD 3.606 (3.738)] 2024-10-16 18:24:02,912 - Train: 30.71% [384150/1251000] [307.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002361] [CE 4.370 (4.316)] [KD 3.780 (3.745)] 2024-10-16 18:24:14,749 - Train: 30.71% [384200/1251000] [307.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002361] [CE 4.317 (4.322)] [KD 3.657 (3.721)] 2024-10-16 18:24:26,478 - Train: 30.72% [384250/1251000] [307.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002361] [CE 4.542 (4.294)] [KD 3.880 (3.690)] 2024-10-16 18:24:38,432 - Train: 30.72% [384300/1251000] [307.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002360] [CE 4.483 (4.291)] [KD 3.724 (3.660)] 2024-10-16 18:24:50,488 - Train: 30.72% [384350/1251000] [307.2/1000.0] [batch_t 0.361 (0.241)] [data_t 0.009] [optim_t 0.352] [lr 0.002360] [CE 4.237 (4.278)] [KD 3.812 (3.688)] 2024-10-16 18:25:02,207 - Train: 30.73% [384400/1251000] [307.3/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002360] [CE 4.746 (4.305)] [KD 3.914 (3.713)] 2024-10-16 18:25:14,085 - Train: 30.73% [384450/1251000] [307.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002360] [CE 4.501 (4.351)] [KD 3.788 (3.767)] 2024-10-16 18:25:26,096 - Train: 30.74% [384500/1251000] [307.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002360] [CE 4.281 (4.274)] [KD 3.577 (3.706)] 2024-10-16 18:25:38,136 - Train: 30.74% [384550/1251000] [307.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002360] [CE 3.776 (4.315)] [KD 3.455 (3.728)] 2024-10-16 18:25:50,094 - Train: 30.74% [384600/1251000] [307.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002360] [CE 4.162 (4.287)] [KD 3.790 (3.714)] 2024-10-16 18:26:02,418 - Train: 30.75% [384650/1251000] [307.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002359] [CE 4.468 (4.311)] [KD 3.818 (3.728)] 2024-10-16 18:26:14,437 - Train: 30.75% [384700/1251000] [307.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002359] [CE 4.558 (4.311)] [KD 3.611 (3.693)] 2024-10-16 18:26:26,601 - Train: 30.76% [384750/1251000] [307.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002359] [CE 4.316 (4.284)] [KD 3.580 (3.682)] 2024-10-16 18:26:38,508 - Train: 30.76% [384800/1251000] [307.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002359] [CE 3.854 (4.350)] [KD 3.551 (3.743)] 2024-10-16 18:26:50,668 - Train: 30.76% [384850/1251000] [307.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002359] [CE 4.546 (4.327)] [KD 3.765 (3.692)] 2024-10-16 18:27:02,394 - Train: 30.77% [384900/1251000] [307.7/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002359] [CE 4.058 (4.252)] [KD 3.678 (3.639)] 2024-10-16 18:27:14,450 - Train: 30.77% [384950/1251000] [307.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002358] [CE 4.152 (4.334)] [KD 3.409 (3.683)] 2024-10-16 18:27:26,242 - Train: 30.78% [385000/1251000] [307.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002358] [CE 4.290 (4.341)] [KD 3.594 (3.746)] 2024-10-16 18:27:37,954 - Train: 30.78% [385050/1251000] [307.8/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002358] [CE 4.460 (4.325)] [KD 3.726 (3.729)] 2024-10-16 18:27:49,946 - Train: 30.78% [385100/1251000] [307.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002358] [CE 4.254 (4.302)] [KD 3.751 (3.716)] 2024-10-16 18:28:02,269 - Train: 30.79% [385150/1251000] [307.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002358] [CE 4.149 (4.339)] [KD 3.441 (3.724)] 2024-10-16 18:28:14,047 - Train: 30.79% [385200/1251000] [307.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002358] [CE 4.128 (4.303)] [KD 3.658 (3.690)] 2024-10-16 18:28:26,353 - Train: 30.80% [385250/1251000] [308.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002358] [CE 4.794 (4.333)] [KD 3.805 (3.730)] 2024-10-16 18:28:38,318 - Train: 30.80% [385300/1251000] [308.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002357] [CE 4.421 (4.338)] [KD 3.604 (3.761)] 2024-10-16 18:28:52,292 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37205] [top5_cnt 46173] [top_all 50000] 2024-10-16 18:28:52,293 - net: 74.410 (92.346) 2024-10-16 18:29:04,376 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39428] [top5_cnt 47224] [top_all 50000] 2024-10-16 18:29:04,377 - net_E: 78.856 (94.448) 2024-10-16 18:29:04,525 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:29:04,525 - ==> Total time: 1 day, 3:15:45 Eta: 2 days, 13:15:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:29:18,599 - Train: 30.80% [385350/1251000] [308.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.002357] [CE 4.177 (4.332)] [KD 3.622 (3.723)] 2024-10-16 18:29:31,115 - Train: 30.81% [385400/1251000] [308.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002357] [CE 4.008 (4.272)] [KD 3.491 (3.673)] 2024-10-16 18:29:43,476 - Train: 30.81% [385450/1251000] [308.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002357] [CE 4.583 (4.286)] [KD 3.847 (3.677)] 2024-10-16 18:29:55,215 - Train: 30.82% [385500/1251000] [308.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002357] [CE 4.349 (4.276)] [KD 3.553 (3.638)] 2024-10-16 18:30:07,013 - Train: 30.82% [385550/1251000] [308.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002357] [CE 4.750 (4.371)] [KD 3.680 (3.671)] 2024-10-16 18:30:19,148 - Train: 30.82% [385600/1251000] [308.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002357] [CE 4.392 (4.338)] [KD 3.647 (3.757)] 2024-10-16 18:30:31,313 - Train: 30.83% [385650/1251000] [308.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002356] [CE 4.820 (4.268)] [KD 3.695 (3.685)] 2024-10-16 18:30:43,575 - Train: 30.83% [385700/1251000] [308.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002356] [CE 4.354 (4.329)] [KD 3.530 (3.741)] 2024-10-16 18:30:55,942 - Train: 30.84% [385750/1251000] [308.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002356] [CE 4.249 (4.371)] [KD 3.769 (3.712)] 2024-10-16 18:31:08,135 - Train: 30.84% [385800/1251000] [308.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002356] [CE 4.288 (4.291)] [KD 3.547 (3.681)] 2024-10-16 18:31:20,279 - Train: 30.84% [385850/1251000] [308.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002356] [CE 4.227 (4.213)] [KD 3.721 (3.678)] 2024-10-16 18:31:32,276 - Train: 30.85% [385900/1251000] [308.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002356] [CE 3.912 (4.334)] [KD 3.519 (3.722)] 2024-10-16 18:31:44,136 - Train: 30.85% [385950/1251000] [308.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002355] [CE 4.353 (4.311)] [KD 3.918 (3.750)] 2024-10-16 18:31:56,525 - Train: 30.86% [386000/1251000] [308.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002355] [CE 4.251 (4.293)] [KD 3.563 (3.700)] 2024-10-16 18:32:08,696 - Train: 30.86% [386050/1251000] [308.6/1000.0] [batch_t 0.367 (0.243)] [data_t 0.009] [optim_t 0.358] [lr 0.002355] [CE 4.560 (4.378)] [KD 4.102 (3.744)] 2024-10-16 18:32:20,857 - Train: 30.86% [386100/1251000] [308.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002355] [CE 4.092 (4.289)] [KD 3.508 (3.742)] 2024-10-16 18:32:32,732 - Train: 30.87% [386150/1251000] [308.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002355] [CE 3.911 (4.238)] [KD 3.474 (3.673)] 2024-10-16 18:32:45,009 - Train: 30.87% [386200/1251000] [308.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002355] [CE 5.025 (4.343)] [KD 4.057 (3.760)] 2024-10-16 18:32:57,158 - Train: 30.88% [386250/1251000] [308.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002355] [CE 4.078 (4.374)] [KD 3.401 (3.744)] 2024-10-16 18:33:09,498 - Train: 30.88% [386300/1251000] [308.8/1000.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.263] [lr 0.002354] [CE 4.601 (4.297)] [KD 3.887 (3.738)] 2024-10-16 18:33:21,938 - Train: 30.88% [386350/1251000] [308.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002354] [CE 4.503 (4.328)] [KD 3.851 (3.716)] 2024-10-16 18:33:34,666 - Train: 30.89% [386400/1251000] [308.9/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002354] [CE 4.022 (4.274)] [KD 3.599 (3.721)] 2024-10-16 18:33:46,712 - Train: 30.89% [386450/1251000] [308.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002354] [CE 4.921 (4.307)] [KD 3.890 (3.729)] 2024-10-16 18:33:59,193 - Train: 30.90% [386500/1251000] [309.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002354] [CE 4.713 (4.400)] [KD 3.974 (3.775)] 2024-10-16 18:34:11,287 - Train: 30.90% [386550/1251000] [309.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002354] [CE 4.569 (4.368)] [KD 4.053 (3.739)] 2024-10-16 18:34:25,566 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.238)] [top1_cnt 37009] [top5_cnt 46159] [top_all 50000] 2024-10-16 18:34:25,566 - net: 74.018 (92.318) 2024-10-16 18:34:37,730 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39453] [top5_cnt 47234] [top_all 50000] 2024-10-16 18:34:37,731 - net_E: 78.906 (94.468) 2024-10-16 18:34:37,887 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:34:37,888 - ==> Total time: 1 day, 3:21:18 Eta: 2 days, 13:10:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:34:51,588 - Train: 30.90% [386600/1251000] [309.0/1000.0] [batch_t 0.234 (0.298)] [data_t 0.009] [optim_t 0.225] [lr 0.002353] [CE 4.512 (4.323)] [KD 3.485 (3.677)] 2024-10-16 18:35:04,087 - Train: 30.91% [386650/1251000] [309.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002353] [CE 3.899 (4.337)] [KD 3.541 (3.701)] 2024-10-16 18:35:15,937 - Train: 30.91% [386700/1251000] [309.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002353] [CE 4.359 (4.313)] [KD 3.789 (3.707)] 2024-10-16 18:35:27,610 - Train: 30.92% [386750/1251000] [309.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002353] [CE 4.297 (4.269)] [KD 3.786 (3.668)] 2024-10-16 18:35:39,648 - Train: 30.92% [386800/1251000] [309.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002353] [CE 4.675 (4.287)] [KD 3.985 (3.755)] 2024-10-16 18:35:51,736 - Train: 30.92% [386850/1251000] [309.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002353] [CE 4.321 (4.324)] [KD 3.745 (3.693)] 2024-10-16 18:36:03,596 - Train: 30.93% [386900/1251000] [309.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002353] [CE 4.652 (4.357)] [KD 3.937 (3.745)] 2024-10-16 18:36:15,581 - Train: 30.93% [386950/1251000] [309.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002352] [CE 4.312 (4.304)] [KD 3.629 (3.731)] 2024-10-16 18:36:27,451 - Train: 30.94% [387000/1251000] [309.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002352] [CE 4.916 (4.353)] [KD 3.756 (3.713)] 2024-10-16 18:36:39,458 - Train: 30.94% [387050/1251000] [309.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002352] [CE 4.075 (4.282)] [KD 3.662 (3.639)] 2024-10-16 18:36:51,403 - Train: 30.94% [387100/1251000] [309.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002352] [CE 4.598 (4.309)] [KD 3.861 (3.666)] 2024-10-16 18:37:03,211 - Train: 30.95% [387150/1251000] [309.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002352] [CE 4.284 (4.394)] [KD 3.839 (3.694)] 2024-10-16 18:37:14,995 - Train: 30.95% [387200/1251000] [309.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002352] [CE 4.340 (4.287)] [KD 3.785 (3.748)] 2024-10-16 18:37:27,264 - Train: 30.96% [387250/1251000] [309.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002351] [CE 4.764 (4.333)] [KD 3.700 (3.764)] 2024-10-16 18:37:39,241 - Train: 30.96% [387300/1251000] [309.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002351] [CE 4.239 (4.293)] [KD 3.408 (3.708)] 2024-10-16 18:37:51,089 - Train: 30.96% [387350/1251000] [309.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002351] [CE 4.657 (4.411)] [KD 3.862 (3.827)] 2024-10-16 18:38:03,150 - Train: 30.97% [387400/1251000] [309.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002351] [CE 4.645 (4.359)] [KD 3.970 (3.721)] 2024-10-16 18:38:15,441 - Train: 30.97% [387450/1251000] [309.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002351] [CE 4.199 (4.341)] [KD 3.637 (3.689)] 2024-10-16 18:38:27,335 - Train: 30.98% [387500/1251000] [309.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002351] [CE 4.475 (4.263)] [KD 3.780 (3.704)] 2024-10-16 18:38:39,464 - Train: 30.98% [387550/1251000] [309.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002350] [CE 4.404 (4.365)] [KD 3.956 (3.767)] 2024-10-16 18:38:51,489 - Train: 30.98% [387600/1251000] [309.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002350] [CE 4.653 (4.405)] [KD 3.855 (3.732)] 2024-10-16 18:39:03,697 - Train: 30.99% [387650/1251000] [309.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002350] [CE 4.364 (4.295)] [KD 3.509 (3.727)] 2024-10-16 18:39:15,663 - Train: 30.99% [387700/1251000] [309.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002350] [CE 4.631 (4.373)] [KD 3.994 (3.756)] 2024-10-16 18:39:27,617 - Train: 31.00% [387750/1251000] [310.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002350] [CE 4.583 (4.311)] [KD 3.745 (3.732)] 2024-10-16 18:39:39,665 - Train: 31.00% [387800/1251000] [310.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002350] [CE 4.312 (4.329)] [KD 3.730 (3.725)] 2024-10-16 18:39:53,946 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 37161] [top5_cnt 46181] [top_all 50000] 2024-10-16 18:39:53,947 - net: 74.322 (92.362) 2024-10-16 18:40:06,040 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 39501] [top5_cnt 47239] [top_all 50000] 2024-10-16 18:40:06,041 - net_E: 79.002 (94.478) 2024-10-16 18:40:06,182 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:40:06,182 - ==> Total time: 1 day, 3:26:46 Eta: 2 days, 13:05:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:40:19,659 - Train: 31.00% [387850/1251000] [310.0/1000.0] [batch_t 0.231 (0.298)] [data_t 0.009] [optim_t 0.222] [lr 0.002350] [CE 4.238 (4.365)] [KD 3.813 (3.766)] 2024-10-16 18:40:31,435 - Train: 31.01% [387900/1251000] [310.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002349] [CE 4.337 (4.345)] [KD 3.934 (3.715)] 2024-10-16 18:40:43,540 - Train: 31.01% [387950/1251000] [310.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002349] [CE 3.929 (4.275)] [KD 3.538 (3.738)] 2024-10-16 18:40:55,821 - Train: 31.02% [388000/1251000] [310.2/1000.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.002349] [CE 3.889 (4.325)] [KD 3.628 (3.742)] 2024-10-16 18:41:08,408 - Train: 31.02% [388050/1251000] [310.2/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.002349] [CE 3.749 (4.326)] [KD 3.598 (3.731)] 2024-10-16 18:41:20,556 - Train: 31.02% [388100/1251000] [310.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002349] [CE 4.402 (4.335)] [KD 3.739 (3.682)] 2024-10-16 18:41:32,756 - Train: 31.03% [388150/1251000] [310.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002349] [CE 4.276 (4.284)] [KD 3.622 (3.690)] 2024-10-16 18:41:45,169 - Train: 31.03% [388200/1251000] [310.3/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002348] [CE 4.018 (4.284)] [KD 3.740 (3.726)] 2024-10-16 18:41:57,459 - Train: 31.04% [388250/1251000] [310.4/1000.0] [batch_t 0.369 (0.246)] [data_t 0.009] [optim_t 0.360] [lr 0.002348] [CE 4.297 (4.272)] [KD 3.587 (3.675)] 2024-10-16 18:42:09,608 - Train: 31.04% [388300/1251000] [310.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002348] [CE 4.548 (4.250)] [KD 3.641 (3.668)] 2024-10-16 18:42:21,688 - Train: 31.04% [388350/1251000] [310.4/1000.0] [batch_t 0.307 (0.241)] [data_t 0.009] [optim_t 0.298] [lr 0.002348] [CE 4.920 (4.308)] [KD 3.985 (3.680)] 2024-10-16 18:42:33,441 - Train: 31.05% [388400/1251000] [310.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002348] [CE 4.134 (4.282)] [KD 3.574 (3.693)] 2024-10-16 18:42:45,768 - Train: 31.05% [388450/1251000] [310.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002348] [CE 3.479 (4.352)] [KD 3.133 (3.738)] 2024-10-16 18:42:57,949 - Train: 31.06% [388500/1251000] [310.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002348] [CE 4.073 (4.254)] [KD 3.718 (3.692)] 2024-10-16 18:43:09,819 - Train: 31.06% [388550/1251000] [310.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002347] [CE 4.177 (4.311)] [KD 3.801 (3.730)] 2024-10-16 18:43:21,860 - Train: 31.06% [388600/1251000] [310.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002347] [CE 4.154 (4.333)] [KD 3.813 (3.734)] 2024-10-16 18:43:34,389 - Train: 31.07% [388650/1251000] [310.7/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002347] [CE 4.227 (4.263)] [KD 3.803 (3.644)] 2024-10-16 18:43:46,311 - Train: 31.07% [388700/1251000] [310.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.017] [optim_t 0.224] [lr 0.002347] [CE 4.690 (4.312)] [KD 3.832 (3.709)] 2024-10-16 18:43:58,725 - Train: 31.08% [388750/1251000] [310.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002347] [CE 4.444 (4.291)] [KD 3.650 (3.700)] 2024-10-16 18:44:10,991 - Train: 31.08% [388800/1251000] [310.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002347] [CE 4.423 (4.268)] [KD 3.721 (3.616)] 2024-10-16 18:44:22,908 - Train: 31.08% [388850/1251000] [310.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002346] [CE 4.433 (4.278)] [KD 3.822 (3.700)] 2024-10-16 18:44:34,877 - Train: 31.09% [388900/1251000] [310.9/1000.0] [batch_t 0.267 (0.239)] [data_t 0.043] [optim_t 0.224] [lr 0.002346] [CE 4.635 (4.382)] [KD 3.580 (3.760)] 2024-10-16 18:44:47,091 - Train: 31.09% [388950/1251000] [310.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002346] [CE 4.179 (4.331)] [KD 3.627 (3.683)] 2024-10-16 18:44:58,978 - Train: 31.10% [389000/1251000] [311.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002346] [CE 4.926 (4.296)] [KD 4.138 (3.648)] 2024-10-16 18:45:11,292 - Train: 31.10% [389050/1251000] [311.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002346] [CE 4.299 (4.339)] [KD 3.820 (3.763)] 2024-10-16 18:45:26,300 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.243)] [top1_cnt 36860] [top5_cnt 46081] [top_all 50000] 2024-10-16 18:45:26,301 - net: 73.720 (92.162) 2024-10-16 18:45:38,810 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39488] [top5_cnt 47259] [top_all 50000] 2024-10-16 18:45:38,810 - net_E: 78.976 (94.518) 2024-10-16 18:45:38,969 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:45:38,970 - ==> Total time: 1 day, 3:32:19 Eta: 2 days, 13:00:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:45:52,506 - Train: 31.10% [389100/1251000] [311.0/1000.0] [batch_t 0.235 (0.308)] [data_t 0.009] [optim_t 0.226] [lr 0.002346] [CE 4.021 (4.283)] [KD 3.440 (3.666)] 2024-10-16 18:46:04,402 - Train: 31.11% [389150/1251000] [311.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002346] [CE 4.122 (4.291)] [KD 3.599 (3.639)] 2024-10-16 18:46:16,455 - Train: 31.11% [389200/1251000] [311.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002345] [CE 3.890 (4.302)] [KD 3.455 (3.665)] 2024-10-16 18:46:28,432 - Train: 31.12% [389250/1251000] [311.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002345] [CE 4.810 (4.326)] [KD 4.474 (3.745)] 2024-10-16 18:46:40,434 - Train: 31.12% [389300/1251000] [311.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002345] [CE 4.494 (4.244)] [KD 3.862 (3.740)] 2024-10-16 18:46:52,264 - Train: 31.12% [389350/1251000] [311.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002345] [CE 4.523 (4.393)] [KD 3.861 (3.768)] 2024-10-16 18:47:04,302 - Train: 31.13% [389400/1251000] [311.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002345] [CE 4.120 (4.274)] [KD 3.623 (3.699)] 2024-10-16 18:47:16,005 - Train: 31.13% [389450/1251000] [311.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002345] [CE 4.744 (4.404)] [KD 4.057 (3.766)] 2024-10-16 18:47:28,129 - Train: 31.14% [389500/1251000] [311.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002344] [CE 4.240 (4.379)] [KD 3.588 (3.685)] 2024-10-16 18:47:40,202 - Train: 31.14% [389550/1251000] [311.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002344] [CE 4.194 (4.289)] [KD 3.677 (3.649)] 2024-10-16 18:47:52,054 - Train: 31.14% [389600/1251000] [311.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002344] [CE 4.706 (4.379)] [KD 3.738 (3.653)] 2024-10-16 18:48:03,744 - Train: 31.15% [389650/1251000] [311.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002344] [CE 4.299 (4.279)] [KD 3.655 (3.672)] 2024-10-16 18:48:15,919 - Train: 31.15% [389700/1251000] [311.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002344] [CE 3.931 (4.297)] [KD 3.615 (3.653)] 2024-10-16 18:48:27,923 - Train: 31.16% [389750/1251000] [311.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002344] [CE 3.971 (4.322)] [KD 3.486 (3.716)] 2024-10-16 18:48:39,791 - Train: 31.16% [389800/1251000] [311.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002344] [CE 3.946 (4.328)] [KD 3.641 (3.745)] 2024-10-16 18:48:51,511 - Train: 31.16% [389850/1251000] [311.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002343] [CE 4.444 (4.274)] [KD 3.733 (3.652)] 2024-10-16 18:49:03,633 - Train: 31.17% [389900/1251000] [311.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002343] [CE 4.845 (4.263)] [KD 3.978 (3.700)] 2024-10-16 18:49:15,612 - Train: 31.17% [389950/1251000] [311.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002343] [CE 4.461 (4.456)] [KD 3.987 (3.793)] 2024-10-16 18:49:27,401 - Train: 31.18% [390000/1251000] [311.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002343] [CE 4.120 (4.308)] [KD 3.506 (3.735)] 2024-10-16 18:49:39,306 - Train: 31.18% [390050/1251000] [311.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002343] [CE 4.599 (4.354)] [KD 4.176 (3.760)] 2024-10-16 18:49:51,313 - Train: 31.18% [390100/1251000] [311.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002343] [CE 4.499 (4.336)] [KD 3.705 (3.713)] 2024-10-16 18:50:03,177 - Train: 31.19% [390150/1251000] [311.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002342] [CE 4.292 (4.325)] [KD 3.488 (3.736)] 2024-10-16 18:50:15,198 - Train: 31.19% [390200/1251000] [311.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002342] [CE 4.702 (4.334)] [KD 3.717 (3.736)] 2024-10-16 18:50:27,055 - Train: 31.20% [390250/1251000] [312.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002342] [CE 4.371 (4.278)] [KD 3.584 (3.688)] 2024-10-16 18:50:39,076 - Train: 31.20% [390300/1251000] [312.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002342] [CE 4.528 (4.308)] [KD 3.850 (3.699)] 2024-10-16 18:50:53,809 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 37167] [top5_cnt 46165] [top_all 50000] 2024-10-16 18:50:53,810 - net: 74.334 (92.330) 2024-10-16 18:51:05,827 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 39470] [top5_cnt 47257] [top_all 50000] 2024-10-16 18:51:05,827 - net_E: 78.940 (94.514) 2024-10-16 18:51:05,984 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:51:05,984 - ==> Total time: 1 day, 3:37:46 Eta: 2 days, 12:55:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:51:19,100 - Train: 31.20% [390350/1251000] [312.0/1000.0] [batch_t 0.237 (0.307)] [data_t 0.009] [optim_t 0.228] [lr 0.002342] [CE 4.222 (4.288)] [KD 3.690 (3.704)] 2024-10-16 18:51:31,069 - Train: 31.21% [390400/1251000] [312.1/1000.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.002342] [CE 4.645 (4.355)] [KD 3.716 (3.759)] 2024-10-16 18:51:43,744 - Train: 31.21% [390450/1251000] [312.1/1000.0] [batch_t 0.231 (0.253)] [data_t 0.009] [optim_t 0.222] [lr 0.002342] [CE 4.046 (4.213)] [KD 3.598 (3.663)] 2024-10-16 18:51:56,244 - Train: 31.22% [390500/1251000] [312.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002341] [CE 4.482 (4.283)] [KD 4.088 (3.721)] 2024-10-16 18:52:08,893 - Train: 31.22% [390550/1251000] [312.2/1000.0] [batch_t 0.269 (0.253)] [data_t 0.009] [optim_t 0.260] [lr 0.002341] [CE 4.255 (4.278)] [KD 3.585 (3.674)] 2024-10-16 18:52:21,432 - Train: 31.22% [390600/1251000] [312.2/1000.0] [batch_t 0.285 (0.251)] [data_t 0.009] [optim_t 0.276] [lr 0.002341] [CE 4.719 (4.281)] [KD 4.008 (3.706)] 2024-10-16 18:52:33,747 - Train: 31.23% [390650/1251000] [312.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002341] [CE 4.887 (4.334)] [KD 3.863 (3.752)] 2024-10-16 18:52:46,019 - Train: 31.23% [390700/1251000] [312.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002341] [CE 4.287 (4.256)] [KD 3.754 (3.667)] 2024-10-16 18:52:58,406 - Train: 31.24% [390750/1251000] [312.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002341] [CE 3.722 (4.402)] [KD 3.528 (3.719)] 2024-10-16 18:53:10,744 - Train: 31.24% [390800/1251000] [312.4/1000.0] [batch_t 0.262 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.002340] [CE 4.587 (4.292)] [KD 3.780 (3.678)] 2024-10-16 18:53:23,591 - Train: 31.24% [390850/1251000] [312.4/1000.0] [batch_t 0.277 (0.257)] [data_t 0.009] [optim_t 0.268] [lr 0.002340] [CE 4.506 (4.339)] [KD 3.883 (3.742)] 2024-10-16 18:53:36,381 - Train: 31.25% [390900/1251000] [312.5/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.002340] [CE 3.911 (4.277)] [KD 3.467 (3.712)] 2024-10-16 18:53:48,765 - Train: 31.25% [390950/1251000] [312.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002340] [CE 4.165 (4.308)] [KD 3.728 (3.736)] 2024-10-16 18:54:01,348 - Train: 31.25% [391000/1251000] [312.5/1000.0] [batch_t 0.288 (0.252)] [data_t 0.009] [optim_t 0.279] [lr 0.002340] [CE 4.473 (4.276)] [KD 3.828 (3.711)] 2024-10-16 18:54:13,589 - Train: 31.26% [391050/1251000] [312.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002340] [CE 3.863 (4.368)] [KD 3.515 (3.846)] 2024-10-16 18:54:26,267 - Train: 31.26% [391100/1251000] [312.6/1000.0] [batch_t 0.294 (0.253)] [data_t 0.009] [optim_t 0.285] [lr 0.002340] [CE 4.802 (4.281)] [KD 4.200 (3.687)] 2024-10-16 18:54:38,615 - Train: 31.27% [391150/1251000] [312.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002339] [CE 4.868 (4.271)] [KD 3.784 (3.653)] 2024-10-16 18:54:50,897 - Train: 31.27% [391200/1251000] [312.7/1000.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.002339] [CE 4.430 (4.317)] [KD 3.890 (3.740)] 2024-10-16 18:55:03,369 - Train: 31.27% [391250/1251000] [312.7/1000.0] [batch_t 0.250 (0.249)] [data_t 0.009] [optim_t 0.241] [lr 0.002339] [CE 4.582 (4.274)] [KD 3.726 (3.694)] 2024-10-16 18:55:15,966 - Train: 31.28% [391300/1251000] [312.8/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.002339] [CE 4.350 (4.276)] [KD 3.750 (3.675)] 2024-10-16 18:55:28,421 - Train: 31.28% [391350/1251000] [312.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.002339] [CE 4.357 (4.315)] [KD 3.817 (3.725)] 2024-10-16 18:55:40,858 - Train: 31.29% [391400/1251000] [312.9/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.002339] [CE 4.163 (4.307)] [KD 3.667 (3.761)] 2024-10-16 18:55:53,085 - Train: 31.29% [391450/1251000] [312.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002338] [CE 4.094 (4.305)] [KD 3.740 (3.767)] 2024-10-16 18:56:05,583 - Train: 31.29% [391500/1251000] [312.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002338] [CE 4.442 (4.323)] [KD 3.804 (3.783)] 2024-10-16 18:56:17,809 - Train: 31.30% [391550/1251000] [313.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002338] [CE 4.961 (4.322)] [KD 4.102 (3.755)] 2024-10-16 18:56:33,059 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.240)] [top1_cnt 37207] [top5_cnt 46232] [top_all 50000] 2024-10-16 18:56:33,059 - net: 74.414 (92.464) 2024-10-16 18:56:45,305 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39455] [top5_cnt 47266] [top_all 50000] 2024-10-16 18:56:45,306 - net_E: 78.910 (94.532) 2024-10-16 18:56:45,461 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 18:56:45,461 - ==> Total time: 1 day, 3:43:26 Eta: 2 days, 12:51:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 18:56:58,268 - Train: 31.30% [391600/1251000] [313.0/1000.0] [batch_t 0.232 (0.307)] [data_t 0.009] [optim_t 0.223] [lr 0.002338] [CE 4.039 (4.357)] [KD 3.526 (3.705)] 2024-10-16 18:57:10,157 - Train: 31.31% [391650/1251000] [313.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002338] [CE 4.180 (4.308)] [KD 3.837 (3.645)] 2024-10-16 18:57:22,525 - Train: 31.31% [391700/1251000] [313.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002338] [CE 4.213 (4.371)] [KD 3.512 (3.690)] 2024-10-16 18:57:34,414 - Train: 31.31% [391750/1251000] [313.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002338] [CE 4.241 (4.284)] [KD 3.884 (3.689)] 2024-10-16 18:57:46,372 - Train: 31.32% [391800/1251000] [313.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002337] [CE 4.282 (4.249)] [KD 3.530 (3.667)] 2024-10-16 18:57:58,126 - Train: 31.32% [391850/1251000] [313.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002337] [CE 4.466 (4.365)] [KD 3.587 (3.709)] 2024-10-16 18:58:10,105 - Train: 31.33% [391900/1251000] [313.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002337] [CE 4.680 (4.258)] [KD 4.171 (3.696)] 2024-10-16 18:58:21,934 - Train: 31.33% [391950/1251000] [313.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002337] [CE 3.721 (4.335)] [KD 3.424 (3.700)] 2024-10-16 18:58:34,019 - Train: 31.33% [392000/1251000] [313.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002337] [CE 3.982 (4.281)] [KD 3.572 (3.714)] 2024-10-16 18:58:45,966 - Train: 31.34% [392050/1251000] [313.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002337] [CE 4.076 (4.331)] [KD 3.548 (3.689)] 2024-10-16 18:58:58,069 - Train: 31.34% [392100/1251000] [313.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002336] [CE 3.986 (4.275)] [KD 3.509 (3.672)] 2024-10-16 18:59:10,273 - Train: 31.35% [392150/1251000] [313.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002336] [CE 4.289 (4.325)] [KD 3.596 (3.729)] 2024-10-16 18:59:22,468 - Train: 31.35% [392200/1251000] [313.5/1000.0] [batch_t 0.382 (0.244)] [data_t 0.009] [optim_t 0.373] [lr 0.002336] [CE 3.953 (4.313)] [KD 3.378 (3.670)] 2024-10-16 18:59:34,531 - Train: 31.35% [392250/1251000] [313.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002336] [CE 4.707 (4.289)] [KD 3.870 (3.619)] 2024-10-16 18:59:46,656 - Train: 31.36% [392300/1251000] [313.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002336] [CE 3.650 (4.288)] [KD 3.368 (3.624)] 2024-10-16 18:59:58,662 - Train: 31.36% [392350/1251000] [313.6/1000.0] [batch_t 0.267 (0.240)] [data_t 0.009] [optim_t 0.258] [lr 0.002336] [CE 4.333 (4.316)] [KD 3.716 (3.723)] 2024-10-16 19:00:10,694 - Train: 31.37% [392400/1251000] [313.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002335] [CE 4.496 (4.290)] [KD 3.782 (3.690)] 2024-10-16 19:00:22,779 - Train: 31.37% [392450/1251000] [313.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002335] [CE 4.161 (4.253)] [KD 3.713 (3.659)] 2024-10-16 19:00:34,783 - Train: 31.37% [392500/1251000] [313.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002335] [CE 3.818 (4.281)] [KD 3.361 (3.673)] 2024-10-16 19:00:46,630 - Train: 31.38% [392550/1251000] [313.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002335] [CE 3.883 (4.254)] [KD 3.540 (3.681)] 2024-10-16 19:00:58,505 - Train: 31.38% [392600/1251000] [313.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002335] [CE 4.264 (4.236)] [KD 3.726 (3.684)] 2024-10-16 19:01:10,338 - Train: 31.39% [392650/1251000] [313.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002335] [CE 4.359 (4.281)] [KD 3.757 (3.659)] 2024-10-16 19:01:22,470 - Train: 31.39% [392700/1251000] [313.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002335] [CE 4.286 (4.360)] [KD 3.862 (3.755)] 2024-10-16 19:01:34,386 - Train: 31.39% [392750/1251000] [313.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002334] [CE 4.486 (4.363)] [KD 3.847 (3.754)] 2024-10-16 19:01:46,470 - Train: 31.40% [392800/1251000] [314.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002334] [CE 4.681 (4.279)] [KD 3.751 (3.711)] 2024-10-16 19:02:02,019 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 36774] [top5_cnt 46002] [top_all 50000] 2024-10-16 19:02:02,020 - net: 73.548 (92.004) 2024-10-16 19:02:13,976 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 39470] [top5_cnt 47263] [top_all 50000] 2024-10-16 19:02:13,976 - net_E: 78.940 (94.526) 2024-10-16 19:02:14,156 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:02:14,156 - ==> Total time: 1 day, 3:48:54 Eta: 2 days, 12:46:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:02:26,681 - Train: 31.40% [392850/1251000] [314.0/1000.0] [batch_t 0.233 (0.312)] [data_t 0.009] [optim_t 0.224] [lr 0.002334] [CE 4.298 (4.345)] [KD 3.633 (3.729)] 2024-10-16 19:02:38,648 - Train: 31.41% [392900/1251000] [314.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002334] [CE 4.291 (4.291)] [KD 3.655 (3.693)] 2024-10-16 19:02:50,749 - Train: 31.41% [392950/1251000] [314.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002334] [CE 3.737 (4.314)] [KD 3.296 (3.692)] 2024-10-16 19:03:02,457 - Train: 31.41% [393000/1251000] [314.1/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002334] [CE 4.415 (4.396)] [KD 3.918 (3.719)] 2024-10-16 19:03:14,437 - Train: 31.42% [393050/1251000] [314.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002333] [CE 4.506 (4.324)] [KD 3.896 (3.699)] 2024-10-16 19:03:26,504 - Train: 31.42% [393100/1251000] [314.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002333] [CE 4.731 (4.263)] [KD 3.816 (3.645)] 2024-10-16 19:03:38,353 - Train: 31.43% [393150/1251000] [314.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002333] [CE 4.137 (4.291)] [KD 3.700 (3.701)] 2024-10-16 19:03:50,406 - Train: 31.43% [393200/1251000] [314.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002333] [CE 4.362 (4.321)] [KD 3.753 (3.705)] 2024-10-16 19:04:02,453 - Train: 31.43% [393250/1251000] [314.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002333] [CE 4.635 (4.196)] [KD 3.776 (3.634)] 2024-10-16 19:04:14,531 - Train: 31.44% [393300/1251000] [314.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002333] [CE 4.566 (4.356)] [KD 4.077 (3.699)] 2024-10-16 19:04:26,713 - Train: 31.44% [393350/1251000] [314.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002333] [CE 4.014 (4.270)] [KD 3.717 (3.728)] 2024-10-16 19:04:38,756 - Train: 31.45% [393400/1251000] [314.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002332] [CE 3.905 (4.387)] [KD 3.551 (3.727)] 2024-10-16 19:04:50,830 - Train: 31.45% [393450/1251000] [314.5/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002332] [CE 4.456 (4.335)] [KD 4.023 (3.756)] 2024-10-16 19:05:02,970 - Train: 31.45% [393500/1251000] [314.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002332] [CE 4.149 (4.313)] [KD 3.689 (3.780)] 2024-10-16 19:05:15,140 - Train: 31.46% [393550/1251000] [314.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002332] [CE 4.395 (4.357)] [KD 3.818 (3.717)] 2024-10-16 19:05:27,352 - Train: 31.46% [393600/1251000] [314.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002332] [CE 4.507 (4.385)] [KD 3.802 (3.757)] 2024-10-16 19:05:39,275 - Train: 31.47% [393650/1251000] [314.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002332] [CE 4.546 (4.331)] [KD 3.467 (3.723)] 2024-10-16 19:05:51,610 - Train: 31.47% [393700/1251000] [314.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002331] [CE 4.287 (4.310)] [KD 3.646 (3.722)] 2024-10-16 19:06:03,752 - Train: 31.47% [393750/1251000] [314.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002331] [CE 4.480 (4.364)] [KD 3.844 (3.718)] 2024-10-16 19:06:15,917 - Train: 31.48% [393800/1251000] [314.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002331] [CE 4.475 (4.313)] [KD 3.874 (3.780)] 2024-10-16 19:06:28,085 - Train: 31.48% [393850/1251000] [314.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002331] [CE 4.135 (4.267)] [KD 3.489 (3.643)] 2024-10-16 19:06:40,153 - Train: 31.49% [393900/1251000] [314.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002331] [CE 4.140 (4.337)] [KD 3.643 (3.697)] 2024-10-16 19:06:52,298 - Train: 31.49% [393950/1251000] [314.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002331] [CE 4.334 (4.328)] [KD 3.856 (3.722)] 2024-10-16 19:07:04,555 - Train: 31.49% [394000/1251000] [314.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002331] [CE 4.788 (4.321)] [KD 3.996 (3.704)] 2024-10-16 19:07:16,491 - Train: 31.50% [394050/1251000] [315.0/1000.0] [batch_t 0.264 (0.239)] [data_t 0.019] [optim_t 0.245] [lr 0.002330] [CE 4.341 (4.302)] [KD 3.718 (3.735)] 2024-10-16 19:07:32,260 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37076] [top5_cnt 46131] [top_all 50000] 2024-10-16 19:07:32,260 - net: 74.152 (92.262) 2024-10-16 19:07:44,590 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39447] [top5_cnt 47280] [top_all 50000] 2024-10-16 19:07:44,591 - net_E: 78.894 (94.560) 2024-10-16 19:07:44,743 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:07:44,743 - ==> Total time: 1 day, 3:54:25 Eta: 2 days, 12:41:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:07:58,452 - Train: 31.50% [394100/1251000] [315.0/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.002330] [CE 4.816 (4.302)] [KD 4.088 (3.676)] 2024-10-16 19:08:10,383 - Train: 31.51% [394150/1251000] [315.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002330] [CE 3.819 (4.257)] [KD 3.427 (3.671)] 2024-10-16 19:08:22,598 - Train: 31.51% [394200/1251000] [315.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002330] [CE 4.633 (4.322)] [KD 3.841 (3.674)] 2024-10-16 19:08:34,510 - Train: 31.51% [394250/1251000] [315.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002330] [CE 4.038 (4.356)] [KD 3.665 (3.705)] 2024-10-16 19:08:46,502 - Train: 31.52% [394300/1251000] [315.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002330] [CE 4.380 (4.323)] [KD 3.840 (3.716)] 2024-10-16 19:08:58,535 - Train: 31.52% [394350/1251000] [315.2/1000.0] [batch_t 0.380 (0.241)] [data_t 0.009] [optim_t 0.371] [lr 0.002329] [CE 4.009 (4.321)] [KD 3.542 (3.741)] 2024-10-16 19:09:10,544 - Train: 31.53% [394400/1251000] [315.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002329] [CE 4.921 (4.295)] [KD 3.896 (3.724)] 2024-10-16 19:09:22,416 - Train: 31.53% [394450/1251000] [315.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002329] [CE 4.416 (4.255)] [KD 3.891 (3.635)] 2024-10-16 19:09:34,682 - Train: 31.53% [394500/1251000] [315.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002329] [CE 4.556 (4.301)] [KD 3.855 (3.724)] 2024-10-16 19:09:46,644 - Train: 31.54% [394550/1251000] [315.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002329] [CE 4.737 (4.301)] [KD 3.917 (3.691)] 2024-10-16 19:09:58,901 - Train: 31.54% [394600/1251000] [315.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002329] [CE 4.558 (4.283)] [KD 3.913 (3.692)] 2024-10-16 19:10:10,826 - Train: 31.55% [394650/1251000] [315.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002328] [CE 3.285 (4.291)] [KD 3.434 (3.679)] 2024-10-16 19:10:22,936 - Train: 31.55% [394700/1251000] [315.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002328] [CE 4.384 (4.326)] [KD 3.609 (3.723)] 2024-10-16 19:10:34,738 - Train: 31.55% [394750/1251000] [315.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002328] [CE 4.510 (4.233)] [KD 3.539 (3.647)] 2024-10-16 19:10:46,922 - Train: 31.56% [394800/1251000] [315.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002328] [CE 4.223 (4.356)] [KD 3.659 (3.747)] 2024-10-16 19:10:58,851 - Train: 31.56% [394850/1251000] [315.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002328] [CE 4.532 (4.315)] [KD 3.994 (3.698)] 2024-10-16 19:11:11,146 - Train: 31.57% [394900/1251000] [315.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002328] [CE 4.358 (4.302)] [KD 3.407 (3.700)] 2024-10-16 19:11:22,983 - Train: 31.57% [394950/1251000] [315.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002328] [CE 4.211 (4.304)] [KD 3.594 (3.781)] 2024-10-16 19:11:35,295 - Train: 31.57% [395000/1251000] [315.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002327] [CE 4.450 (4.283)] [KD 3.833 (3.737)] 2024-10-16 19:11:47,120 - Train: 31.58% [395050/1251000] [315.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002327] [CE 4.153 (4.260)] [KD 3.768 (3.657)] 2024-10-16 19:11:59,295 - Train: 31.58% [395100/1251000] [315.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002327] [CE 4.626 (4.345)] [KD 3.721 (3.731)] 2024-10-16 19:12:11,240 - Train: 31.59% [395150/1251000] [315.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002327] [CE 4.610 (4.263)] [KD 3.828 (3.681)] 2024-10-16 19:12:23,619 - Train: 31.59% [395200/1251000] [315.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002327] [CE 4.227 (4.296)] [KD 3.659 (3.719)] 2024-10-16 19:12:35,434 - Train: 31.59% [395250/1251000] [315.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002327] [CE 3.745 (4.278)] [KD 3.618 (3.706)] 2024-10-16 19:12:47,739 - Train: 31.60% [395300/1251000] [316.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002326] [CE 4.295 (4.239)] [KD 3.663 (3.706)] 2024-10-16 19:13:04,060 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 37113] [top5_cnt 46050] [top_all 50000] 2024-10-16 19:13:04,060 - net: 74.226 (92.100) 2024-10-16 19:13:16,326 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39465] [top5_cnt 47264] [top_all 50000] 2024-10-16 19:13:16,326 - net_E: 78.930 (94.528) 2024-10-16 19:13:16,468 - Max [top1: 74.652 (epoch: 299)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:13:16,468 - ==> Total time: 1 day, 3:59:57 Eta: 2 days, 12:36:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:13:28,855 - Train: 31.60% [395350/1251000] [316.0/1000.0] [batch_t 0.232 (0.318)] [data_t 0.009] [optim_t 0.223] [lr 0.002326] [CE 4.047 (4.325)] [KD 3.544 (3.746)] 2024-10-16 19:13:40,756 - Train: 31.61% [395400/1251000] [316.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002326] [CE 4.101 (4.305)] [KD 3.556 (3.681)] 2024-10-16 19:13:53,152 - Train: 31.61% [395450/1251000] [316.1/1000.0] [batch_t 0.445 (0.248)] [data_t 0.009] [optim_t 0.436] [lr 0.002326] [CE 4.697 (4.362)] [KD 3.779 (3.701)] 2024-10-16 19:14:04,976 - Train: 31.61% [395500/1251000] [316.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002326] [CE 4.159 (4.299)] [KD 3.234 (3.551)] 2024-10-16 19:14:16,698 - Train: 31.62% [395550/1251000] [316.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002326] [CE 4.494 (4.357)] [KD 3.905 (3.675)] 2024-10-16 19:14:28,391 - Train: 31.62% [395600/1251000] [316.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002326] [CE 4.838 (4.344)] [KD 3.927 (3.705)] 2024-10-16 19:14:40,788 - Train: 31.63% [395650/1251000] [316.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002325] [CE 3.845 (4.302)] [KD 3.409 (3.691)] 2024-10-16 19:14:52,832 - Train: 31.63% [395700/1251000] [316.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002325] [CE 4.818 (4.227)] [KD 3.923 (3.641)] 2024-10-16 19:15:04,648 - Train: 31.63% [395750/1251000] [316.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002325] [CE 4.067 (4.375)] [KD 3.662 (3.724)] 2024-10-16 19:15:16,478 - Train: 31.64% [395800/1251000] [316.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002325] [CE 4.447 (4.360)] [KD 3.758 (3.741)] 2024-10-16 19:15:28,506 - Train: 31.64% [395850/1251000] [316.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002325] [CE 4.076 (4.349)] [KD 3.896 (3.774)] 2024-10-16 19:15:40,501 - Train: 31.65% [395900/1251000] [316.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002325] [CE 3.881 (4.335)] [KD 3.427 (3.726)] 2024-10-16 19:15:52,538 - Train: 31.65% [395950/1251000] [316.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002324] [CE 4.172 (4.300)] [KD 3.543 (3.662)] 2024-10-16 19:16:04,252 - Train: 31.65% [396000/1251000] [316.5/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002324] [CE 4.843 (4.318)] [KD 3.802 (3.680)] 2024-10-16 19:16:16,359 - Train: 31.66% [396050/1251000] [316.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002324] [CE 4.901 (4.277)] [KD 3.748 (3.667)] 2024-10-16 19:16:28,671 - Train: 31.66% [396100/1251000] [316.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002324] [CE 4.813 (4.322)] [KD 3.956 (3.710)] 2024-10-16 19:16:40,449 - Train: 31.67% [396150/1251000] [316.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002324] [CE 4.236 (4.306)] [KD 3.818 (3.709)] 2024-10-16 19:16:52,226 - Train: 31.67% [396200/1251000] [316.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002324] [CE 4.220 (4.319)] [KD 3.745 (3.766)] 2024-10-16 19:17:04,416 - Train: 31.67% [396250/1251000] [316.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002323] [CE 4.503 (4.258)] [KD 3.683 (3.674)] 2024-10-16 19:17:16,683 - Train: 31.68% [396300/1251000] [316.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002323] [CE 4.515 (4.264)] [KD 3.687 (3.656)] 2024-10-16 19:17:28,475 - Train: 31.68% [396350/1251000] [316.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002323] [CE 4.313 (4.310)] [KD 3.954 (3.726)] 2024-10-16 19:17:40,398 - Train: 31.69% [396400/1251000] [316.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002323] [CE 4.052 (4.307)] [KD 3.639 (3.665)] 2024-10-16 19:17:52,542 - Train: 31.69% [396450/1251000] [316.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002323] [CE 4.316 (4.273)] [KD 3.545 (3.668)] 2024-10-16 19:18:04,767 - Train: 31.69% [396500/1251000] [316.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002323] [CE 3.782 (4.269)] [KD 3.698 (3.667)] 2024-10-16 19:18:16,727 - Train: 31.70% [396550/1251000] [317.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002323] [CE 4.465 (4.332)] [KD 3.743 (3.713)] 2024-10-16 19:18:32,743 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 37501] [top5_cnt 46303] [top_all 50000] 2024-10-16 19:18:32,743 - net: 75.002 (92.606) 2024-10-16 19:18:44,919 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39484] [top5_cnt 47257] [top_all 50000] 2024-10-16 19:18:44,920 - net_E: 78.968 (94.514) 2024-10-16 19:18:45,084 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:18:45,085 - ==> Total time: 1 day, 4:05:25 Eta: 2 days, 12:31:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:18:58,419 - Train: 31.70% [396600/1251000] [317.0/1000.0] [batch_t 0.234 (0.268)] [data_t 0.009] [optim_t 0.225] [lr 0.002322] [CE 4.311 (4.265)] [KD 3.795 (3.632)] 2024-10-16 19:19:10,671 - Train: 31.71% [396650/1251000] [317.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002322] [CE 4.673 (4.336)] [KD 3.770 (3.713)] 2024-10-16 19:19:22,999 - Train: 31.71% [396700/1251000] [317.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002322] [CE 4.548 (4.328)] [KD 3.789 (3.688)] 2024-10-16 19:19:34,718 - Train: 31.71% [396750/1251000] [317.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002322] [CE 4.132 (4.321)] [KD 3.596 (3.691)] 2024-10-16 19:19:47,047 - Train: 31.72% [396800/1251000] [317.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002322] [CE 4.774 (4.289)] [KD 3.982 (3.637)] 2024-10-16 19:19:59,000 - Train: 31.72% [396850/1251000] [317.2/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002322] [CE 4.371 (4.357)] [KD 3.623 (3.687)] 2024-10-16 19:20:11,350 - Train: 31.73% [396900/1251000] [317.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.002321] [CE 4.122 (4.330)] [KD 3.700 (3.736)] 2024-10-16 19:20:23,820 - Train: 31.73% [396950/1251000] [317.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002321] [CE 3.897 (4.386)] [KD 3.567 (3.697)] 2024-10-16 19:20:36,197 - Train: 31.73% [397000/1251000] [317.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002321] [CE 4.424 (4.372)] [KD 3.944 (3.667)] 2024-10-16 19:20:48,455 - Train: 31.74% [397050/1251000] [317.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002321] [CE 3.945 (4.306)] [KD 3.413 (3.667)] 2024-10-16 19:21:00,851 - Train: 31.74% [397100/1251000] [317.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002321] [CE 4.094 (4.331)] [KD 3.583 (3.717)] 2024-10-16 19:21:12,647 - Train: 31.75% [397150/1251000] [317.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002321] [CE 4.206 (4.304)] [KD 3.661 (3.684)] 2024-10-16 19:21:24,495 - Train: 31.75% [397200/1251000] [317.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002321] [CE 4.388 (4.289)] [KD 3.683 (3.654)] 2024-10-16 19:21:36,408 - Train: 31.75% [397250/1251000] [317.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002320] [CE 4.384 (4.340)] [KD 3.861 (3.743)] 2024-10-16 19:21:48,470 - Train: 31.76% [397300/1251000] [317.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002320] [CE 4.437 (4.279)] [KD 3.676 (3.669)] 2024-10-16 19:22:00,355 - Train: 31.76% [397350/1251000] [317.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002320] [CE 4.095 (4.311)] [KD 3.740 (3.716)] 2024-10-16 19:22:12,601 - Train: 31.77% [397400/1251000] [317.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002320] [CE 4.481 (4.306)] [KD 3.758 (3.708)] 2024-10-16 19:22:24,695 - Train: 31.77% [397450/1251000] [317.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002320] [CE 4.308 (4.349)] [KD 3.265 (3.687)] 2024-10-16 19:22:36,621 - Train: 31.77% [397500/1251000] [317.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002320] [CE 4.258 (4.353)] [KD 3.570 (3.655)] 2024-10-16 19:22:48,780 - Train: 31.78% [397550/1251000] [317.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002319] [CE 4.453 (4.292)] [KD 3.642 (3.662)] 2024-10-16 19:23:01,074 - Train: 31.78% [397600/1251000] [317.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002319] [CE 4.704 (4.282)] [KD 3.956 (3.682)] 2024-10-16 19:23:13,046 - Train: 31.79% [397650/1251000] [317.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002319] [CE 4.592 (4.342)] [KD 4.038 (3.740)] 2024-10-16 19:23:25,078 - Train: 31.79% [397700/1251000] [317.9/1000.0] [batch_t 0.302 (0.241)] [data_t 0.009] [optim_t 0.293] [lr 0.002319] [CE 3.926 (4.254)] [KD 3.735 (3.674)] 2024-10-16 19:23:36,920 - Train: 31.79% [397750/1251000] [317.9/1000.0] [batch_t 0.301 (0.237)] [data_t 0.009] [optim_t 0.292] [lr 0.002319] [CE 4.222 (4.280)] [KD 3.888 (3.695)] 2024-10-16 19:23:48,751 - Train: 31.80% [397800/1251000] [318.0/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002319] [CE 4.178 (4.312)] [KD 3.825 (3.728)] 2024-10-16 19:24:04,770 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.231)] [top1_cnt 37010] [top5_cnt 46075] [top_all 50000] 2024-10-16 19:24:04,770 - net: 74.020 (92.150) 2024-10-16 19:24:16,779 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 39488] [top5_cnt 47269] [top_all 50000] 2024-10-16 19:24:16,780 - net_E: 78.976 (94.538) 2024-10-16 19:24:16,940 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:24:16,940 - ==> Total time: 1 day, 4:10:57 Eta: 2 days, 12:26:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:24:28,326 - Train: 31.80% [397850/1251000] [318.0/1000.0] [batch_t 0.234 (0.315)] [data_t 0.009] [optim_t 0.225] [lr 0.002318] [CE 4.840 (4.319)] [KD 3.758 (3.717)] 2024-10-16 19:24:40,507 - Train: 31.81% [397900/1251000] [318.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002318] [CE 4.164 (4.365)] [KD 3.398 (3.695)] 2024-10-16 19:24:52,377 - Train: 31.81% [397950/1251000] [318.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002318] [CE 4.569 (4.328)] [KD 3.860 (3.715)] 2024-10-16 19:25:04,486 - Train: 31.81% [398000/1251000] [318.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002318] [CE 4.369 (4.297)] [KD 3.758 (3.635)] 2024-10-16 19:25:16,210 - Train: 31.82% [398050/1251000] [318.2/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002318] [CE 4.331 (4.257)] [KD 3.702 (3.657)] 2024-10-16 19:25:28,205 - Train: 31.82% [398100/1251000] [318.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002318] [CE 3.961 (4.311)] [KD 3.433 (3.659)] 2024-10-16 19:25:40,065 - Train: 31.83% [398150/1251000] [318.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002318] [CE 4.580 (4.283)] [KD 3.743 (3.642)] 2024-10-16 19:25:52,098 - Train: 31.83% [398200/1251000] [318.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002317] [CE 3.947 (4.244)] [KD 3.494 (3.622)] 2024-10-16 19:26:03,864 - Train: 31.83% [398250/1251000] [318.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002317] [CE 4.344 (4.277)] [KD 3.909 (3.678)] 2024-10-16 19:26:15,685 - Train: 31.84% [398300/1251000] [318.4/1000.0] [batch_t 0.370 (0.236)] [data_t 0.009] [optim_t 0.361] [lr 0.002317] [CE 4.538 (4.280)] [KD 3.895 (3.625)] 2024-10-16 19:26:27,864 - Train: 31.84% [398350/1251000] [318.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002317] [CE 4.382 (4.303)] [KD 3.663 (3.701)] 2024-10-16 19:26:39,774 - Train: 31.85% [398400/1251000] [318.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002317] [CE 4.149 (4.326)] [KD 3.733 (3.678)] 2024-10-16 19:26:51,586 - Train: 31.85% [398450/1251000] [318.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002317] [CE 4.029 (4.223)] [KD 3.706 (3.656)] 2024-10-16 19:27:03,569 - Train: 31.85% [398500/1251000] [318.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002316] [CE 4.607 (4.355)] [KD 3.808 (3.732)] 2024-10-16 19:27:15,804 - Train: 31.86% [398550/1251000] [318.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002316] [CE 3.887 (4.288)] [KD 3.497 (3.696)] 2024-10-16 19:27:27,666 - Train: 31.86% [398600/1251000] [318.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002316] [CE 3.170 (4.266)] [KD 2.986 (3.641)] 2024-10-16 19:27:39,804 - Train: 31.87% [398650/1251000] [318.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002316] [CE 4.448 (4.359)] [KD 3.785 (3.737)] 2024-10-16 19:27:51,867 - Train: 31.87% [398700/1251000] [318.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002316] [CE 4.235 (4.250)] [KD 3.658 (3.616)] 2024-10-16 19:28:03,865 - Train: 31.87% [398750/1251000] [318.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002316] [CE 4.101 (4.217)] [KD 3.565 (3.651)] 2024-10-16 19:28:15,561 - Train: 31.88% [398800/1251000] [318.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002315] [CE 4.757 (4.248)] [KD 3.911 (3.614)] 2024-10-16 19:28:27,666 - Train: 31.88% [398850/1251000] [318.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002315] [CE 4.292 (4.284)] [KD 4.019 (3.723)] 2024-10-16 19:28:39,377 - Train: 31.89% [398900/1251000] [318.9/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002315] [CE 4.175 (4.323)] [KD 3.526 (3.751)] 2024-10-16 19:28:51,510 - Train: 31.89% [398950/1251000] [318.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002315] [CE 3.683 (4.260)] [KD 3.481 (3.702)] 2024-10-16 19:29:03,586 - Train: 31.89% [399000/1251000] [318.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002315] [CE 4.388 (4.339)] [KD 3.865 (3.744)] 2024-10-16 19:29:15,350 - Train: 31.90% [399050/1251000] [319.0/1000.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.002315] [CE 4.368 (4.327)] [KD 3.635 (3.792)] 2024-10-16 19:29:32,050 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37109] [top5_cnt 46086] [top_all 50000] 2024-10-16 19:29:32,050 - net: 74.218 (92.172) 2024-10-16 19:29:44,083 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 39466] [top5_cnt 47286] [top_all 50000] 2024-10-16 19:29:44,084 - net_E: 78.932 (94.572) 2024-10-16 19:29:44,235 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.026 (epoch: 301)] 2024-10-16 19:29:44,236 - ==> Total time: 1 day, 4:16:24 Eta: 2 days, 12:21:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:29:55,620 - Train: 31.90% [399100/1251000] [319.0/1000.0] [batch_t 0.233 (0.317)] [data_t 0.009] [optim_t 0.224] [lr 0.002315] [CE 4.069 (4.311)] [KD 3.781 (3.683)] 2024-10-16 19:30:07,703 - Train: 31.91% [399150/1251000] [319.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002314] [CE 4.488 (4.297)] [KD 3.675 (3.684)] 2024-10-16 19:30:19,688 - Train: 31.91% [399200/1251000] [319.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002314] [CE 4.484 (4.389)] [KD 3.794 (3.706)] 2024-10-16 19:30:31,559 - Train: 31.91% [399250/1251000] [319.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002314] [CE 4.022 (4.313)] [KD 3.509 (3.689)] 2024-10-16 19:30:43,828 - Train: 31.92% [399300/1251000] [319.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002314] [CE 4.706 (4.283)] [KD 3.752 (3.663)] 2024-10-16 19:30:55,801 - Train: 31.92% [399350/1251000] [319.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002314] [CE 4.467 (4.304)] [KD 3.703 (3.631)] 2024-10-16 19:31:07,538 - Train: 31.93% [399400/1251000] [319.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002314] [CE 3.941 (4.348)] [KD 3.317 (3.675)] 2024-10-16 19:31:19,237 - Train: 31.93% [399450/1251000] [319.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002313] [CE 4.074 (4.310)] [KD 3.591 (3.687)] 2024-10-16 19:31:31,385 - Train: 31.93% [399500/1251000] [319.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002313] [CE 3.971 (4.345)] [KD 3.467 (3.701)] 2024-10-16 19:31:43,349 - Train: 31.94% [399550/1251000] [319.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002313] [CE 4.214 (4.260)] [KD 3.414 (3.658)] 2024-10-16 19:31:55,314 - Train: 31.94% [399600/1251000] [319.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002313] [CE 4.353 (4.270)] [KD 3.641 (3.675)] 2024-10-16 19:32:07,189 - Train: 31.95% [399650/1251000] [319.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002313] [CE 4.266 (4.336)] [KD 3.511 (3.697)] 2024-10-16 19:32:19,040 - Train: 31.95% [399700/1251000] [319.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002313] [CE 4.800 (4.313)] [KD 3.913 (3.655)] 2024-10-16 19:32:30,904 - Train: 31.95% [399750/1251000] [319.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002312] [CE 4.601 (4.240)] [KD 3.752 (3.639)] 2024-10-16 19:32:42,840 - Train: 31.96% [399800/1251000] [319.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002312] [CE 4.556 (4.298)] [KD 3.707 (3.641)] 2024-10-16 19:32:54,695 - Train: 31.96% [399850/1251000] [319.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002312] [CE 3.790 (4.322)] [KD 3.334 (3.685)] 2024-10-16 19:33:06,923 - Train: 31.97% [399900/1251000] [319.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002312] [CE 4.783 (4.329)] [KD 3.834 (3.671)] 2024-10-16 19:33:18,832 - Train: 31.97% [399950/1251000] [319.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002312] [CE 4.482 (4.359)] [KD 3.717 (3.721)] 2024-10-16 19:33:30,512 - Train: 31.97% [400000/1251000] [319.7/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.002312] [CE 4.721 (4.309)] [KD 3.736 (3.659)] 2024-10-16 19:33:42,217 - Train: 31.98% [400050/1251000] [319.8/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002312] [CE 4.628 (4.309)] [KD 3.983 (3.675)] 2024-10-16 19:33:54,356 - Train: 31.98% [400100/1251000] [319.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002311] [CE 4.341 (4.269)] [KD 3.843 (3.746)] 2024-10-16 19:34:06,735 - Train: 31.99% [400150/1251000] [319.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002311] [CE 4.401 (4.312)] [KD 3.604 (3.773)] 2024-10-16 19:34:18,884 - Train: 31.99% [400200/1251000] [319.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002311] [CE 4.566 (4.272)] [KD 3.930 (3.694)] 2024-10-16 19:34:30,931 - Train: 31.99% [400250/1251000] [319.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002311] [CE 3.945 (4.248)] [KD 3.352 (3.688)] 2024-10-16 19:34:42,862 - Train: 32.00% [400300/1251000] [320.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002311] [CE 4.199 (4.274)] [KD 3.617 (3.696)] 2024-10-16 19:34:59,665 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 37165] [top5_cnt 46260] [top_all 50000] 2024-10-16 19:34:59,665 - net: 74.330 (92.520) 2024-10-16 19:35:11,831 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39545] [top5_cnt 47275] [top_all 50000] 2024-10-16 19:35:11,831 - net_E: 79.090 (94.550) 2024-10-16 19:35:11,961 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.090 (epoch: 320)] 2024-10-16 19:35:11,961 - ==> Total time: 1 day, 4:21:52 Eta: 2 days, 12:16:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:35:24,540 - Train: 32.00% [400350/1251000] [320.0/1000.0] [batch_t 0.232 (0.279)] [data_t 0.009] [optim_t 0.223] [lr 0.002311] [CE 4.030 (4.307)] [KD 3.643 (3.603)] 2024-10-16 19:35:36,633 - Train: 32.01% [400400/1251000] [320.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002310] [CE 4.461 (4.272)] [KD 3.812 (3.580)] 2024-10-16 19:35:48,809 - Train: 32.01% [400450/1251000] [320.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002310] [CE 4.101 (4.343)] [KD 3.473 (3.641)] 2024-10-16 19:36:01,058 - Train: 32.01% [400500/1251000] [320.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002310] [CE 4.757 (4.369)] [KD 3.808 (3.712)] 2024-10-16 19:36:13,014 - Train: 32.02% [400550/1251000] [320.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002310] [CE 4.392 (4.327)] [KD 3.839 (3.674)] 2024-10-16 19:36:24,945 - Train: 32.02% [400600/1251000] [320.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002310] [CE 4.363 (4.332)] [KD 3.705 (3.637)] 2024-10-16 19:36:37,034 - Train: 32.03% [400650/1251000] [320.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002310] [CE 4.399 (4.310)] [KD 3.817 (3.676)] 2024-10-16 19:36:49,034 - Train: 32.03% [400700/1251000] [320.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002310] [CE 3.980 (4.269)] [KD 3.599 (3.630)] 2024-10-16 19:37:00,852 - Train: 32.03% [400750/1251000] [320.3/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002309] [CE 4.122 (4.319)] [KD 3.597 (3.679)] 2024-10-16 19:37:12,781 - Train: 32.04% [400800/1251000] [320.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002309] [CE 4.499 (4.290)] [KD 3.704 (3.636)] 2024-10-16 19:37:24,964 - Train: 32.04% [400850/1251000] [320.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002309] [CE 3.708 (4.290)] [KD 3.543 (3.613)] 2024-10-16 19:37:36,880 - Train: 32.05% [400900/1251000] [320.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002309] [CE 4.474 (4.289)] [KD 3.780 (3.685)] 2024-10-16 19:37:48,628 - Train: 32.05% [400950/1251000] [320.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002309] [CE 4.070 (4.274)] [KD 3.422 (3.627)] 2024-10-16 19:38:00,607 - Train: 32.05% [401000/1251000] [320.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002309] [CE 4.626 (4.310)] [KD 3.861 (3.639)] 2024-10-16 19:38:12,844 - Train: 32.06% [401050/1251000] [320.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002308] [CE 4.806 (4.321)] [KD 3.862 (3.639)] 2024-10-16 19:38:24,747 - Train: 32.06% [401100/1251000] [320.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002308] [CE 3.985 (4.296)] [KD 3.557 (3.616)] 2024-10-16 19:38:36,748 - Train: 32.07% [401150/1251000] [320.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002308] [CE 4.504 (4.380)] [KD 3.713 (3.713)] 2024-10-16 19:38:48,782 - Train: 32.07% [401200/1251000] [320.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002308] [CE 4.142 (4.287)] [KD 3.617 (3.702)] 2024-10-16 19:39:00,913 - Train: 32.07% [401250/1251000] [320.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002308] [CE 4.319 (4.309)] [KD 3.754 (3.734)] 2024-10-16 19:39:12,991 - Train: 32.08% [401300/1251000] [320.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002308] [CE 4.489 (4.287)] [KD 3.731 (3.688)] 2024-10-16 19:39:24,990 - Train: 32.08% [401350/1251000] [320.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002307] [CE 4.045 (4.288)] [KD 3.283 (3.705)] 2024-10-16 19:39:36,971 - Train: 32.09% [401400/1251000] [320.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002307] [CE 4.491 (4.328)] [KD 3.889 (3.725)] 2024-10-16 19:39:49,133 - Train: 32.09% [401450/1251000] [320.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002307] [CE 4.350 (4.334)] [KD 3.770 (3.679)] 2024-10-16 19:40:01,510 - Train: 32.09% [401500/1251000] [320.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002307] [CE 4.174 (4.240)] [KD 3.948 (3.624)] 2024-10-16 19:40:13,402 - Train: 32.10% [401550/1251000] [321.0/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002307] [CE 4.555 (4.379)] [KD 3.834 (3.756)] 2024-10-16 19:40:30,457 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37222] [top5_cnt 46143] [top_all 50000] 2024-10-16 19:40:30,458 - net: 74.444 (92.286) 2024-10-16 19:40:42,917 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39548] [top5_cnt 47300] [top_all 50000] 2024-10-16 19:40:42,917 - net_E: 79.096 (94.600) 2024-10-16 19:40:43,075 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.096 (epoch: 321)] 2024-10-16 19:40:43,076 - ==> Total time: 1 day, 4:27:23 Eta: 2 days, 12:11:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:40:55,104 - Train: 32.10% [401600/1251000] [321.0/1000.0] [batch_t 0.232 (0.271)] [data_t 0.009] [optim_t 0.223] [lr 0.002307] [CE 4.413 (4.254)] [KD 3.741 (3.666)] 2024-10-16 19:41:07,292 - Train: 32.11% [401650/1251000] [321.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002307] [CE 4.039 (4.226)] [KD 3.457 (3.627)] 2024-10-16 19:41:19,813 - Train: 32.11% [401700/1251000] [321.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002306] [CE 4.049 (4.224)] [KD 3.618 (3.694)] 2024-10-16 19:41:31,753 - Train: 32.11% [401750/1251000] [321.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002306] [CE 4.345 (4.285)] [KD 3.877 (3.696)] 2024-10-16 19:41:43,465 - Train: 32.12% [401800/1251000] [321.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002306] [CE 4.003 (4.259)] [KD 3.687 (3.637)] 2024-10-16 19:41:55,177 - Train: 32.12% [401850/1251000] [321.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002306] [CE 4.440 (4.257)] [KD 3.884 (3.675)] 2024-10-16 19:42:07,033 - Train: 32.13% [401900/1251000] [321.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002306] [CE 4.729 (4.309)] [KD 3.895 (3.674)] 2024-10-16 19:42:19,015 - Train: 32.13% [401950/1251000] [321.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002306] [CE 4.392 (4.307)] [KD 3.754 (3.666)] 2024-10-16 19:42:30,995 - Train: 32.13% [402000/1251000] [321.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002305] [CE 4.522 (4.289)] [KD 3.873 (3.597)] 2024-10-16 19:42:43,104 - Train: 32.14% [402050/1251000] [321.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002305] [CE 3.823 (4.273)] [KD 3.958 (3.689)] 2024-10-16 19:42:54,841 - Train: 32.14% [402100/1251000] [321.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002305] [CE 4.407 (4.294)] [KD 3.537 (3.693)] 2024-10-16 19:43:06,798 - Train: 32.15% [402150/1251000] [321.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002305] [CE 4.121 (4.358)] [KD 3.765 (3.665)] 2024-10-16 19:43:18,727 - Train: 32.15% [402200/1251000] [321.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002305] [CE 4.319 (4.243)] [KD 3.485 (3.654)] 2024-10-16 19:43:30,454 - Train: 32.15% [402250/1251000] [321.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002305] [CE 4.247 (4.316)] [KD 3.842 (3.683)] 2024-10-16 19:43:42,591 - Train: 32.16% [402300/1251000] [321.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002304] [CE 5.157 (4.407)] [KD 3.906 (3.783)] 2024-10-16 19:43:55,047 - Train: 32.16% [402350/1251000] [321.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002304] [CE 4.413 (4.352)] [KD 3.765 (3.783)] 2024-10-16 19:44:06,796 - Train: 32.17% [402400/1251000] [321.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002304] [CE 4.376 (4.276)] [KD 3.658 (3.713)] 2024-10-16 19:44:18,645 - Train: 32.17% [402450/1251000] [321.7/1000.0] [batch_t 0.354 (0.237)] [data_t 0.009] [optim_t 0.345] [lr 0.002304] [CE 4.490 (4.340)] [KD 4.042 (3.748)] 2024-10-16 19:44:30,369 - Train: 32.17% [402500/1251000] [321.7/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002304] [CE 4.651 (4.343)] [KD 4.025 (3.730)] 2024-10-16 19:44:42,307 - Train: 32.18% [402550/1251000] [321.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002304] [CE 4.511 (4.252)] [KD 3.921 (3.728)] 2024-10-16 19:44:54,407 - Train: 32.18% [402600/1251000] [321.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002304] [CE 4.285 (4.376)] [KD 3.816 (3.722)] 2024-10-16 19:45:06,668 - Train: 32.19% [402650/1251000] [321.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002303] [CE 4.410 (4.296)] [KD 3.711 (3.666)] 2024-10-16 19:45:18,815 - Train: 32.19% [402700/1251000] [321.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002303] [CE 4.303 (4.378)] [KD 3.661 (3.715)] 2024-10-16 19:45:30,897 - Train: 32.19% [402750/1251000] [321.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002303] [CE 4.574 (4.297)] [KD 3.765 (3.693)] 2024-10-16 19:45:42,703 - Train: 32.20% [402800/1251000] [322.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002303] [CE 4.322 (4.349)] [KD 3.932 (3.733)] 2024-10-16 19:45:59,809 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 37229] [top5_cnt 46126] [top_all 50000] 2024-10-16 19:45:59,809 - net: 74.458 (92.252) 2024-10-16 19:46:12,159 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39560] [top5_cnt 47296] [top_all 50000] 2024-10-16 19:46:12,159 - net_E: 79.120 (94.592) 2024-10-16 19:46:12,321 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 19:46:12,321 - ==> Total time: 1 day, 4:32:52 Eta: 2 days, 12:06:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:46:24,318 - Train: 32.20% [402850/1251000] [322.0/1000.0] [batch_t 0.233 (0.281)] [data_t 0.009] [optim_t 0.224] [lr 0.002303] [CE 4.010 (4.428)] [KD 3.619 (3.753)] 2024-10-16 19:46:36,629 - Train: 32.21% [402900/1251000] [322.1/1000.0] [batch_t 0.411 (0.246)] [data_t 0.009] [optim_t 0.402] [lr 0.002303] [CE 4.115 (4.309)] [KD 3.480 (3.712)] 2024-10-16 19:46:48,899 - Train: 32.21% [402950/1251000] [322.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002302] [CE 3.926 (4.278)] [KD 3.345 (3.653)] 2024-10-16 19:47:01,145 - Train: 32.21% [403000/1251000] [322.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002302] [CE 4.712 (4.249)] [KD 3.809 (3.656)] 2024-10-16 19:47:12,972 - Train: 32.22% [403050/1251000] [322.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002302] [CE 4.505 (4.334)] [KD 3.650 (3.725)] 2024-10-16 19:47:24,953 - Train: 32.22% [403100/1251000] [322.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002302] [CE 4.682 (4.275)] [KD 4.085 (3.652)] 2024-10-16 19:47:37,331 - Train: 32.23% [403150/1251000] [322.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002302] [CE 4.160 (4.248)] [KD 3.770 (3.722)] 2024-10-16 19:47:49,393 - Train: 32.23% [403200/1251000] [322.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002302] [CE 4.820 (4.323)] [KD 3.693 (3.652)] 2024-10-16 19:48:01,230 - Train: 32.23% [403250/1251000] [322.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002301] [CE 4.393 (4.308)] [KD 3.653 (3.671)] 2024-10-16 19:48:13,382 - Train: 32.24% [403300/1251000] [322.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002301] [CE 4.088 (4.306)] [KD 3.631 (3.663)] 2024-10-16 19:48:25,754 - Train: 32.24% [403350/1251000] [322.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002301] [CE 4.711 (4.322)] [KD 4.077 (3.695)] 2024-10-16 19:48:37,726 - Train: 32.25% [403400/1251000] [322.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002301] [CE 4.454 (4.328)] [KD 3.610 (3.739)] 2024-10-16 19:48:49,496 - Train: 32.25% [403450/1251000] [322.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002301] [CE 4.292 (4.323)] [KD 3.903 (3.692)] 2024-10-16 19:49:01,593 - Train: 32.25% [403500/1251000] [322.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002301] [CE 4.381 (4.270)] [KD 3.912 (3.652)] 2024-10-16 19:49:13,955 - Train: 32.26% [403550/1251000] [322.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002301] [CE 3.791 (4.301)] [KD 3.391 (3.636)] 2024-10-16 19:49:25,879 - Train: 32.26% [403600/1251000] [322.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002300] [CE 4.168 (4.269)] [KD 3.338 (3.674)] 2024-10-16 19:49:37,783 - Train: 32.27% [403650/1251000] [322.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002300] [CE 4.297 (4.344)] [KD 3.645 (3.658)] 2024-10-16 19:49:49,889 - Train: 32.27% [403700/1251000] [322.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002300] [CE 4.413 (4.365)] [KD 3.669 (3.691)] 2024-10-16 19:50:02,243 - Train: 32.27% [403750/1251000] [322.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002300] [CE 4.803 (4.385)] [KD 3.784 (3.691)] 2024-10-16 19:50:14,398 - Train: 32.28% [403800/1251000] [322.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002300] [CE 4.205 (4.293)] [KD 3.756 (3.692)] 2024-10-16 19:50:26,218 - Train: 32.28% [403850/1251000] [322.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002300] [CE 3.929 (4.314)] [KD 3.583 (3.687)] 2024-10-16 19:50:38,322 - Train: 32.29% [403900/1251000] [322.9/1000.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.254] [lr 0.002299] [CE 4.182 (4.371)] [KD 3.781 (3.705)] 2024-10-16 19:50:51,172 - Train: 32.29% [403950/1251000] [322.9/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.002299] [CE 4.367 (4.292)] [KD 3.597 (3.671)] 2024-10-16 19:51:03,118 - Train: 32.29% [404000/1251000] [322.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002299] [CE 3.741 (4.275)] [KD 3.514 (3.698)] 2024-10-16 19:51:15,521 - Train: 32.30% [404050/1251000] [323.0/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002299] [CE 4.345 (4.343)] [KD 3.635 (3.686)] 2024-10-16 19:51:33,260 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37118] [top5_cnt 46125] [top_all 50000] 2024-10-16 19:51:33,260 - net: 74.236 (92.250) 2024-10-16 19:51:46,005 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 39552] [top5_cnt 47285] [top_all 50000] 2024-10-16 19:51:46,006 - net_E: 79.104 (94.570) 2024-10-16 19:51:46,171 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 19:51:46,172 - ==> Total time: 1 day, 4:38:26 Eta: 2 days, 12:01:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:51:56,582 - Train: 32.30% [404100/1251000] [323.0/1000.0] [batch_t 0.231 (0.328)] [data_t 0.009] [optim_t 0.222] [lr 0.002299] [CE 4.132 (4.226)] [KD 3.618 (3.645)] 2024-10-16 19:52:08,329 - Train: 32.31% [404150/1251000] [323.1/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002299] [CE 4.845 (4.316)] [KD 3.993 (3.675)] 2024-10-16 19:52:20,732 - Train: 32.31% [404200/1251000] [323.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002298] [CE 4.757 (4.289)] [KD 3.823 (3.662)] 2024-10-16 19:52:32,608 - Train: 32.31% [404250/1251000] [323.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002298] [CE 4.013 (4.345)] [KD 3.566 (3.722)] 2024-10-16 19:52:44,270 - Train: 32.32% [404300/1251000] [323.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002298] [CE 4.418 (4.311)] [KD 3.801 (3.671)] 2024-10-16 19:52:56,416 - Train: 32.32% [404350/1251000] [323.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002298] [CE 3.799 (4.305)] [KD 3.641 (3.646)] 2024-10-16 19:53:08,114 - Train: 32.33% [404400/1251000] [323.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002298] [CE 4.034 (4.263)] [KD 3.703 (3.678)] 2024-10-16 19:53:19,941 - Train: 32.33% [404450/1251000] [323.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002298] [CE 4.879 (4.295)] [KD 3.783 (3.738)] 2024-10-16 19:53:32,273 - Train: 32.33% [404500/1251000] [323.3/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002298] [CE 4.483 (4.314)] [KD 3.966 (3.721)] 2024-10-16 19:53:44,281 - Train: 32.34% [404550/1251000] [323.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002297] [CE 4.090 (4.337)] [KD 3.737 (3.721)] 2024-10-16 19:53:56,004 - Train: 32.34% [404600/1251000] [323.4/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002297] [CE 3.981 (4.315)] [KD 3.640 (3.704)] 2024-10-16 19:54:08,134 - Train: 32.35% [404650/1251000] [323.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002297] [CE 4.205 (4.365)] [KD 3.599 (3.731)] 2024-10-16 19:54:19,907 - Train: 32.35% [404700/1251000] [323.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002297] [CE 4.334 (4.408)] [KD 3.571 (3.704)] 2024-10-16 19:54:31,692 - Train: 32.35% [404750/1251000] [323.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002297] [CE 4.054 (4.289)] [KD 3.727 (3.645)] 2024-10-16 19:54:43,615 - Train: 32.36% [404800/1251000] [323.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002297] [CE 4.591 (4.262)] [KD 3.757 (3.633)] 2024-10-16 19:54:56,001 - Train: 32.36% [404850/1251000] [323.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002296] [CE 4.613 (4.291)] [KD 3.789 (3.661)] 2024-10-16 19:55:07,767 - Train: 32.37% [404900/1251000] [323.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002296] [CE 4.393 (4.336)] [KD 3.960 (3.670)] 2024-10-16 19:55:19,838 - Train: 32.37% [404950/1251000] [323.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002296] [CE 4.311 (4.353)] [KD 3.473 (3.744)] 2024-10-16 19:55:31,573 - Train: 32.37% [405000/1251000] [323.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002296] [CE 3.965 (4.296)] [KD 3.487 (3.658)] 2024-10-16 19:55:43,454 - Train: 32.38% [405050/1251000] [323.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002296] [CE 4.922 (4.290)] [KD 3.874 (3.628)] 2024-10-16 19:55:55,412 - Train: 32.38% [405100/1251000] [323.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002296] [CE 3.934 (4.325)] [KD 3.754 (3.704)] 2024-10-16 19:56:07,607 - Train: 32.39% [405150/1251000] [323.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002295] [CE 4.534 (4.276)] [KD 3.817 (3.680)] 2024-10-16 19:56:19,747 - Train: 32.39% [405200/1251000] [323.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002295] [CE 4.658 (4.331)] [KD 3.932 (3.705)] 2024-10-16 19:56:31,937 - Train: 32.39% [405250/1251000] [323.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002295] [CE 4.063 (4.342)] [KD 3.660 (3.683)] 2024-10-16 19:56:43,814 - Train: 32.40% [405300/1251000] [324.0/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002295] [CE 4.464 (4.394)] [KD 4.049 (3.729)] 2024-10-16 19:57:01,891 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 36981] [top5_cnt 46114] [top_all 50000] 2024-10-16 19:57:01,891 - net: 73.962 (92.228) 2024-10-16 19:57:14,216 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39522] [top5_cnt 47262] [top_all 50000] 2024-10-16 19:57:14,217 - net_E: 79.044 (94.524) 2024-10-16 19:57:14,349 - Max [top1: 75.002 (epoch: 317)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 19:57:14,349 - ==> Total time: 1 day, 4:43:54 Eta: 2 days, 11:56:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 19:57:23,859 - Train: 32.40% [405350/1251000] [324.0/1000.0] [batch_t 0.235 (0.313)] [data_t 0.009] [optim_t 0.226] [lr 0.002295] [CE 4.377 (4.301)] [KD 3.602 (3.721)] 2024-10-16 19:57:35,875 - Train: 32.41% [405400/1251000] [324.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002295] [CE 4.140 (4.291)] [KD 3.631 (3.678)] 2024-10-16 19:57:48,411 - Train: 32.41% [405450/1251000] [324.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002294] [CE 4.428 (4.337)] [KD 3.447 (3.690)] 2024-10-16 19:58:00,561 - Train: 32.41% [405500/1251000] [324.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002294] [CE 4.260 (4.268)] [KD 3.587 (3.660)] 2024-10-16 19:58:12,341 - Train: 32.42% [405550/1251000] [324.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002294] [CE 3.899 (4.322)] [KD 3.793 (3.630)] 2024-10-16 19:58:24,210 - Train: 32.42% [405600/1251000] [324.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002294] [CE 3.786 (4.314)] [KD 3.307 (3.655)] 2024-10-16 19:58:36,333 - Train: 32.43% [405650/1251000] [324.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002294] [CE 4.263 (4.266)] [KD 3.767 (3.649)] 2024-10-16 19:58:48,234 - Train: 32.43% [405700/1251000] [324.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002294] [CE 4.424 (4.266)] [KD 3.636 (3.630)] 2024-10-16 19:58:59,999 - Train: 32.43% [405750/1251000] [324.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002294] [CE 4.731 (4.282)] [KD 3.883 (3.652)] 2024-10-16 19:59:12,198 - Train: 32.44% [405800/1251000] [324.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002293] [CE 3.856 (4.308)] [KD 3.638 (3.632)] 2024-10-16 19:59:24,383 - Train: 32.44% [405850/1251000] [324.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002293] [CE 4.436 (4.315)] [KD 3.613 (3.646)] 2024-10-16 19:59:36,337 - Train: 32.45% [405900/1251000] [324.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002293] [CE 4.300 (4.264)] [KD 3.710 (3.640)] 2024-10-16 19:59:48,249 - Train: 32.45% [405950/1251000] [324.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002293] [CE 3.975 (4.249)] [KD 3.524 (3.639)] 2024-10-16 20:00:00,332 - Train: 32.45% [406000/1251000] [324.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002293] [CE 4.489 (4.356)] [KD 3.667 (3.706)] 2024-10-16 20:00:12,543 - Train: 32.46% [406050/1251000] [324.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002293] [CE 4.200 (4.297)] [KD 3.805 (3.658)] 2024-10-16 20:00:24,428 - Train: 32.46% [406100/1251000] [324.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002292] [CE 4.122 (4.287)] [KD 3.592 (3.707)] 2024-10-16 20:00:36,307 - Train: 32.47% [406150/1251000] [324.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002292] [CE 4.308 (4.310)] [KD 3.813 (3.711)] 2024-10-16 20:00:48,205 - Train: 32.47% [406200/1251000] [324.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002292] [CE 3.909 (4.283)] [KD 3.390 (3.647)] 2024-10-16 20:01:00,351 - Train: 32.47% [406250/1251000] [324.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002292] [CE 4.583 (4.339)] [KD 3.771 (3.739)] 2024-10-16 20:01:12,261 - Train: 32.48% [406300/1251000] [324.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002292] [CE 4.314 (4.346)] [KD 3.724 (3.710)] 2024-10-16 20:01:24,155 - Train: 32.48% [406350/1251000] [324.8/1000.0] [batch_t 0.314 (0.238)] [data_t 0.009] [optim_t 0.306] [lr 0.002292] [CE 4.100 (4.330)] [KD 3.485 (3.697)] 2024-10-16 20:01:36,027 - Train: 32.49% [406400/1251000] [324.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002291] [CE 4.135 (4.336)] [KD 3.453 (3.700)] 2024-10-16 20:01:48,311 - Train: 32.49% [406450/1251000] [324.9/1000.0] [batch_t 0.377 (0.246)] [data_t 0.009] [optim_t 0.368] [lr 0.002291] [CE 3.625 (4.341)] [KD 3.247 (3.725)] 2024-10-16 20:02:00,188 - Train: 32.49% [406500/1251000] [324.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002291] [CE 4.308 (4.354)] [KD 3.805 (3.689)] 2024-10-16 20:02:11,949 - Train: 32.50% [406550/1251000] [325.0/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002291] [CE 4.463 (4.309)] [KD 3.846 (3.656)] 2024-10-16 20:02:29,943 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37502] [top5_cnt 46347] [top_all 50000] 2024-10-16 20:02:29,944 - net: 75.004 (92.694) 2024-10-16 20:02:42,268 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39529] [top5_cnt 47279] [top_all 50000] 2024-10-16 20:02:42,269 - net_E: 79.058 (94.558) 2024-10-16 20:02:42,404 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 20:02:42,405 - ==> Total time: 1 day, 4:49:23 Eta: 2 days, 11:51:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:02:53,494 - Train: 32.50% [406600/1251000] [325.0/1000.0] [batch_t 0.235 (0.290)] [data_t 0.009] [optim_t 0.226] [lr 0.002291] [CE 3.807 (4.225)] [KD 3.250 (3.578)] 2024-10-16 20:03:05,370 - Train: 32.51% [406650/1251000] [325.1/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002291] [CE 4.729 (4.448)] [KD 3.845 (3.674)] 2024-10-16 20:03:17,775 - Train: 32.51% [406700/1251000] [325.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002291] [CE 3.927 (4.222)] [KD 3.433 (3.636)] 2024-10-16 20:03:29,667 - Train: 32.51% [406750/1251000] [325.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002290] [CE 4.276 (4.323)] [KD 3.696 (3.666)] 2024-10-16 20:03:41,744 - Train: 32.52% [406800/1251000] [325.2/1000.0] [batch_t 0.279 (0.241)] [data_t 0.009] [optim_t 0.270] [lr 0.002290] [CE 4.445 (4.249)] [KD 4.022 (3.667)] 2024-10-16 20:03:53,744 - Train: 32.52% [406850/1251000] [325.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002290] [CE 4.424 (4.307)] [KD 3.787 (3.708)] 2024-10-16 20:04:05,850 - Train: 32.53% [406900/1251000] [325.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002290] [CE 4.369 (4.306)] [KD 3.749 (3.644)] 2024-10-16 20:04:18,000 - Train: 32.53% [406950/1251000] [325.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002290] [CE 4.337 (4.315)] [KD 3.722 (3.723)] 2024-10-16 20:04:30,639 - Train: 32.53% [407000/1251000] [325.3/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.002290] [CE 4.074 (4.357)] [KD 3.435 (3.656)] 2024-10-16 20:04:42,604 - Train: 32.54% [407050/1251000] [325.4/1000.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002289] [CE 4.085 (4.367)] [KD 3.814 (3.705)] 2024-10-16 20:04:54,972 - Train: 32.54% [407100/1251000] [325.4/1000.0] [batch_t 0.357 (0.247)] [data_t 0.009] [optim_t 0.348] [lr 0.002289] [CE 4.338 (4.325)] [KD 3.469 (3.700)] 2024-10-16 20:05:07,405 - Train: 32.55% [407150/1251000] [325.5/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002289] [CE 4.299 (4.312)] [KD 3.727 (3.682)] 2024-10-16 20:05:19,741 - Train: 32.55% [407200/1251000] [325.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002289] [CE 4.553 (4.381)] [KD 3.687 (3.776)] 2024-10-16 20:05:32,073 - Train: 32.55% [407250/1251000] [325.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002289] [CE 4.818 (4.285)] [KD 4.107 (3.692)] 2024-10-16 20:05:44,289 - Train: 32.56% [407300/1251000] [325.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002289] [CE 4.225 (4.205)] [KD 3.543 (3.601)] 2024-10-16 20:05:56,355 - Train: 32.56% [407350/1251000] [325.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002288] [CE 4.231 (4.303)] [KD 3.755 (3.694)] 2024-10-16 20:06:08,263 - Train: 32.57% [407400/1251000] [325.7/1000.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.002288] [CE 4.340 (4.322)] [KD 3.795 (3.696)] 2024-10-16 20:06:20,755 - Train: 32.57% [407450/1251000] [325.7/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002288] [CE 4.091 (4.364)] [KD 3.127 (3.651)] 2024-10-16 20:06:32,811 - Train: 32.57% [407500/1251000] [325.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002288] [CE 4.569 (4.267)] [KD 3.840 (3.648)] 2024-10-16 20:06:44,834 - Train: 32.58% [407550/1251000] [325.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002288] [CE 4.110 (4.365)] [KD 3.486 (3.675)] 2024-10-16 20:06:56,938 - Train: 32.58% [407600/1251000] [325.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002288] [CE 4.214 (4.300)] [KD 3.632 (3.666)] 2024-10-16 20:07:09,372 - Train: 32.59% [407650/1251000] [325.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002287] [CE 4.475 (4.302)] [KD 3.377 (3.652)] 2024-10-16 20:07:21,449 - Train: 32.59% [407700/1251000] [325.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002287] [CE 4.263 (4.287)] [KD 3.825 (3.690)] 2024-10-16 20:07:33,640 - Train: 32.59% [407750/1251000] [325.9/1000.0] [batch_t 0.298 (0.244)] [data_t 0.009] [optim_t 0.289] [lr 0.002287] [CE 4.464 (4.292)] [KD 3.849 (3.683)] 2024-10-16 20:07:45,900 - Train: 32.60% [407800/1251000] [326.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002287] [CE 4.287 (4.337)] [KD 3.656 (3.759)] 2024-10-16 20:08:04,181 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37284] [top5_cnt 46183] [top_all 50000] 2024-10-16 20:08:04,182 - net: 74.568 (92.366) 2024-10-16 20:08:16,305 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39527] [top5_cnt 47310] [top_all 50000] 2024-10-16 20:08:16,306 - net_E: 79.054 (94.620) 2024-10-16 20:08:16,470 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 20:08:16,471 - ==> Total time: 1 day, 4:54:57 Eta: 2 days, 11:46:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:08:25,926 - Train: 32.60% [407850/1251000] [326.0/1000.0] [batch_t 0.234 (0.333)] [data_t 0.009] [optim_t 0.225] [lr 0.002287] [CE 4.885 (4.378)] [KD 3.818 (3.663)] 2024-10-16 20:08:37,849 - Train: 32.61% [407900/1251000] [326.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002287] [CE 4.094 (4.228)] [KD 3.404 (3.605)] 2024-10-16 20:08:50,287 - Train: 32.61% [407950/1251000] [326.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002287] [CE 3.999 (4.298)] [KD 3.496 (3.640)] 2024-10-16 20:09:02,201 - Train: 32.61% [408000/1251000] [326.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002286] [CE 3.976 (4.306)] [KD 3.732 (3.701)] 2024-10-16 20:09:13,898 - Train: 32.62% [408050/1251000] [326.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002286] [CE 4.262 (4.299)] [KD 3.637 (3.649)] 2024-10-16 20:09:25,713 - Train: 32.62% [408100/1251000] [326.2/1000.0] [batch_t 0.375 (0.236)] [data_t 0.009] [optim_t 0.366] [lr 0.002286] [CE 4.253 (4.250)] [KD 3.574 (3.585)] 2024-10-16 20:09:37,807 - Train: 32.63% [408150/1251000] [326.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002286] [CE 4.462 (4.305)] [KD 3.542 (3.660)] 2024-10-16 20:09:49,516 - Train: 32.63% [408200/1251000] [326.3/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002286] [CE 4.860 (4.373)] [KD 3.798 (3.712)] 2024-10-16 20:10:01,344 - Train: 32.63% [408250/1251000] [326.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002286] [CE 3.885 (4.238)] [KD 3.532 (3.664)] 2024-10-16 20:10:13,177 - Train: 32.64% [408300/1251000] [326.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002285] [CE 3.738 (4.279)] [KD 3.560 (3.684)] 2024-10-16 20:10:25,548 - Train: 32.64% [408350/1251000] [326.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002285] [CE 4.008 (4.292)] [KD 3.505 (3.645)] 2024-10-16 20:10:37,267 - Train: 32.65% [408400/1251000] [326.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002285] [CE 4.447 (4.296)] [KD 3.673 (3.668)] 2024-10-16 20:10:48,984 - Train: 32.65% [408450/1251000] [326.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002285] [CE 4.123 (4.238)] [KD 3.731 (3.627)] 2024-10-16 20:11:00,710 - Train: 32.65% [408500/1251000] [326.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002285] [CE 4.581 (4.271)] [KD 3.761 (3.615)] 2024-10-16 20:11:12,927 - Train: 32.66% [408550/1251000] [326.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002285] [CE 4.314 (4.265)] [KD 3.499 (3.627)] 2024-10-16 20:11:24,594 - Train: 32.66% [408600/1251000] [326.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002284] [CE 4.328 (4.313)] [KD 3.587 (3.672)] 2024-10-16 20:11:36,513 - Train: 32.67% [408650/1251000] [326.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002284] [CE 4.447 (4.344)] [KD 3.726 (3.698)] 2024-10-16 20:11:48,516 - Train: 32.67% [408700/1251000] [326.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002284] [CE 4.132 (4.314)] [KD 3.511 (3.697)] 2024-10-16 20:12:00,622 - Train: 32.67% [408750/1251000] [326.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002284] [CE 4.200 (4.216)] [KD 3.729 (3.584)] 2024-10-16 20:12:12,542 - Train: 32.68% [408800/1251000] [326.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002284] [CE 4.267 (4.390)] [KD 3.517 (3.733)] 2024-10-16 20:12:24,525 - Train: 32.68% [408850/1251000] [326.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002284] [CE 4.080 (4.340)] [KD 3.586 (3.698)] 2024-10-16 20:12:36,542 - Train: 32.69% [408900/1251000] [326.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002284] [CE 4.390 (4.371)] [KD 3.788 (3.710)] 2024-10-16 20:12:48,802 - Train: 32.69% [408950/1251000] [326.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002283] [CE 4.532 (4.308)] [KD 3.617 (3.687)] 2024-10-16 20:13:00,592 - Train: 32.69% [409000/1251000] [326.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002283] [CE 4.303 (4.269)] [KD 3.749 (3.669)] 2024-10-16 20:13:12,525 - Train: 32.70% [409050/1251000] [327.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002283] [CE 4.605 (4.263)] [KD 3.929 (3.630)] 2024-10-16 20:13:31,011 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37067] [top5_cnt 46128] [top_all 50000] 2024-10-16 20:13:31,012 - net: 74.134 (92.256) 2024-10-16 20:13:43,480 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39535] [top5_cnt 47306] [top_all 50000] 2024-10-16 20:13:43,481 - net_E: 79.070 (94.612) 2024-10-16 20:13:43,631 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 20:13:43,631 - ==> Total time: 1 day, 5:00:24 Eta: 2 days, 11:41:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:13:52,945 - Train: 32.70% [409100/1251000] [327.0/1000.0] [batch_t 0.237 (0.337)] [data_t 0.009] [optim_t 0.228] [lr 0.002283] [CE 4.231 (4.269)] [KD 3.381 (3.608)] 2024-10-16 20:14:05,258 - Train: 32.71% [409150/1251000] [327.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002283] [CE 4.631 (4.288)] [KD 3.897 (3.639)] 2024-10-16 20:14:17,162 - Train: 32.71% [409200/1251000] [327.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002283] [CE 4.284 (4.265)] [KD 3.632 (3.654)] 2024-10-16 20:14:28,991 - Train: 32.71% [409250/1251000] [327.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002282] [CE 4.367 (4.320)] [KD 3.668 (3.669)] 2024-10-16 20:14:41,192 - Train: 32.72% [409300/1251000] [327.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002282] [CE 3.976 (4.316)] [KD 3.604 (3.656)] 2024-10-16 20:14:52,950 - Train: 32.72% [409350/1251000] [327.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002282] [CE 4.146 (4.312)] [KD 3.669 (3.631)] 2024-10-16 20:15:05,339 - Train: 32.73% [409400/1251000] [327.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002282] [CE 4.500 (4.248)] [KD 3.717 (3.606)] 2024-10-16 20:15:17,630 - Train: 32.73% [409450/1251000] [327.3/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002282] [CE 4.234 (4.322)] [KD 3.555 (3.644)] 2024-10-16 20:15:29,621 - Train: 32.73% [409500/1251000] [327.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002282] [CE 4.398 (4.318)] [KD 3.645 (3.674)] 2024-10-16 20:15:41,476 - Train: 32.74% [409550/1251000] [327.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002281] [CE 3.943 (4.303)] [KD 3.343 (3.665)] 2024-10-16 20:15:53,586 - Train: 32.74% [409600/1251000] [327.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002281] [CE 4.140 (4.323)] [KD 3.573 (3.695)] 2024-10-16 20:16:05,669 - Train: 32.75% [409650/1251000] [327.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002281] [CE 4.534 (4.307)] [KD 3.607 (3.614)] 2024-10-16 20:16:17,567 - Train: 32.75% [409700/1251000] [327.5/1000.0] [batch_t 0.281 (0.238)] [data_t 0.009] [optim_t 0.273] [lr 0.002281] [CE 4.599 (4.266)] [KD 3.827 (3.648)] 2024-10-16 20:16:29,774 - Train: 32.75% [409750/1251000] [327.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002281] [CE 4.245 (4.302)] [KD 3.616 (3.620)] 2024-10-16 20:16:42,191 - Train: 32.76% [409800/1251000] [327.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002281] [CE 3.924 (4.351)] [KD 3.545 (3.729)] 2024-10-16 20:16:53,906 - Train: 32.76% [409850/1251000] [327.6/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002280] [CE 3.831 (4.251)] [KD 3.312 (3.614)] 2024-10-16 20:17:06,045 - Train: 32.77% [409900/1251000] [327.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002280] [CE 3.979 (4.324)] [KD 3.422 (3.638)] 2024-10-16 20:17:18,307 - Train: 32.77% [409950/1251000] [327.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002280] [CE 3.964 (4.200)] [KD 3.582 (3.677)] 2024-10-16 20:17:30,746 - Train: 32.77% [410000/1251000] [327.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002280] [CE 4.023 (4.297)] [KD 3.735 (3.734)] 2024-10-16 20:17:42,565 - Train: 32.78% [410050/1251000] [327.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002280] [CE 4.134 (4.280)] [KD 3.459 (3.735)] 2024-10-16 20:17:54,859 - Train: 32.78% [410100/1251000] [327.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002280] [CE 3.955 (4.292)] [KD 3.488 (3.671)] 2024-10-16 20:18:07,322 - Train: 32.79% [410150/1251000] [327.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002280] [CE 4.520 (4.333)] [KD 3.831 (3.712)] 2024-10-16 20:18:19,382 - Train: 32.79% [410200/1251000] [327.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002279] [CE 3.736 (4.292)] [KD 3.503 (3.692)] 2024-10-16 20:18:31,592 - Train: 32.79% [410250/1251000] [327.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002279] [CE 4.070 (4.309)] [KD 3.516 (3.656)] 2024-10-16 20:18:44,043 - Train: 32.80% [410300/1251000] [328.0/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002279] [CE 4.225 (4.331)] [KD 3.679 (3.680)] 2024-10-16 20:19:02,741 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37225] [top5_cnt 46224] [top_all 50000] 2024-10-16 20:19:02,742 - net: 74.450 (92.448) 2024-10-16 20:19:14,900 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39534] [top5_cnt 47271] [top_all 50000] 2024-10-16 20:19:14,900 - net_E: 79.068 (94.542) 2024-10-16 20:19:15,048 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.120 (epoch: 322)] 2024-10-16 20:19:15,049 - ==> Total time: 1 day, 5:05:55 Eta: 2 days, 11:37:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:19:24,041 - Train: 32.80% [410350/1251000] [328.0/1000.0] [batch_t 0.232 (0.347)] [data_t 0.009] [optim_t 0.223] [lr 0.002279] [CE 4.368 (4.368)] [KD 3.750 (3.658)] 2024-10-16 20:19:36,715 - Train: 32.81% [410400/1251000] [328.1/1000.0] [batch_t 0.440 (0.253)] [data_t 0.009] [optim_t 0.431] [lr 0.002279] [CE 4.038 (4.305)] [KD 3.468 (3.626)] 2024-10-16 20:19:48,562 - Train: 32.81% [410450/1251000] [328.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002279] [CE 4.683 (4.293)] [KD 3.870 (3.624)] 2024-10-16 20:20:00,455 - Train: 32.81% [410500/1251000] [328.1/1000.0] [batch_t 0.278 (0.238)] [data_t 0.009] [optim_t 0.269] [lr 0.002278] [CE 3.979 (4.183)] [KD 3.404 (3.581)] 2024-10-16 20:20:12,941 - Train: 32.82% [410550/1251000] [328.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002278] [CE 4.606 (4.229)] [KD 3.779 (3.585)] 2024-10-16 20:20:25,549 - Train: 32.82% [410600/1251000] [328.2/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002278] [CE 4.408 (4.262)] [KD 3.826 (3.622)] 2024-10-16 20:20:37,388 - Train: 32.83% [410650/1251000] [328.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002278] [CE 4.404 (4.331)] [KD 3.565 (3.705)] 2024-10-16 20:20:50,020 - Train: 32.83% [410700/1251000] [328.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.002278] [CE 4.441 (4.332)] [KD 3.422 (3.650)] 2024-10-16 20:21:01,967 - Train: 32.83% [410750/1251000] [328.3/1000.0] [batch_t 0.416 (0.239)] [data_t 0.009] [optim_t 0.407] [lr 0.002278] [CE 3.917 (4.234)] [KD 3.340 (3.621)] 2024-10-16 20:21:14,336 - Train: 32.84% [410800/1251000] [328.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002277] [CE 4.566 (4.341)] [KD 3.650 (3.667)] 2024-10-16 20:21:26,168 - Train: 32.84% [410850/1251000] [328.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002277] [CE 3.766 (4.276)] [KD 3.444 (3.655)] 2024-10-16 20:21:38,103 - Train: 32.85% [410900/1251000] [328.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002277] [CE 4.533 (4.242)] [KD 3.638 (3.621)] 2024-10-16 20:21:50,476 - Train: 32.85% [410950/1251000] [328.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002277] [CE 4.578 (4.315)] [KD 3.971 (3.679)] 2024-10-16 20:22:02,904 - Train: 32.85% [411000/1251000] [328.5/1000.0] [batch_t 0.380 (0.248)] [data_t 0.009] [optim_t 0.371] [lr 0.002277] [CE 4.057 (4.340)] [KD 3.829 (3.697)] 2024-10-16 20:22:14,778 - Train: 32.86% [411050/1251000] [328.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002277] [CE 4.159 (4.340)] [KD 3.676 (3.666)] 2024-10-16 20:22:26,730 - Train: 32.86% [411100/1251000] [328.6/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002276] [CE 4.159 (4.302)] [KD 3.610 (3.683)] 2024-10-16 20:22:38,685 - Train: 32.87% [411150/1251000] [328.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002276] [CE 4.527 (4.325)] [KD 3.968 (3.684)] 2024-10-16 20:22:50,717 - Train: 32.87% [411200/1251000] [328.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002276] [CE 4.709 (4.363)] [KD 3.904 (3.674)] 2024-10-16 20:23:02,834 - Train: 32.87% [411250/1251000] [328.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002276] [CE 4.618 (4.291)] [KD 3.735 (3.700)] 2024-10-16 20:23:14,539 - Train: 32.88% [411300/1251000] [328.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002276] [CE 4.459 (4.313)] [KD 3.874 (3.599)] 2024-10-16 20:23:26,361 - Train: 32.88% [411350/1251000] [328.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002276] [CE 3.548 (4.253)] [KD 3.271 (3.692)] 2024-10-16 20:23:38,620 - Train: 32.89% [411400/1251000] [328.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002276] [CE 4.152 (4.332)] [KD 3.325 (3.644)] 2024-10-16 20:23:50,711 - Train: 32.89% [411450/1251000] [328.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002275] [CE 4.070 (4.245)] [KD 3.341 (3.599)] 2024-10-16 20:24:02,736 - Train: 32.89% [411500/1251000] [328.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002275] [CE 4.312 (4.310)] [KD 3.753 (3.668)] 2024-10-16 20:24:14,564 - Train: 32.90% [411550/1251000] [329.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002275] [CE 4.311 (4.240)] [KD 3.796 (3.671)] 2024-10-16 20:24:33,533 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37157] [top5_cnt 46174] [top_all 50000] 2024-10-16 20:24:33,533 - net: 74.314 (92.348) 2024-10-16 20:24:45,925 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39562] [top5_cnt 47276] [top_all 50000] 2024-10-16 20:24:45,925 - net_E: 79.124 (94.552) 2024-10-16 20:24:46,070 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:24:46,071 - ==> Total time: 1 day, 5:11:26 Eta: 2 days, 11:32:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:24:56,818 - Train: 32.90% [411600/1251000] [329.0/1000.0] [batch_t 0.425 (0.298)] [data_t 0.009] [optim_t 0.416] [lr 0.002275] [CE 4.345 (4.312)] [KD 3.522 (3.625)] 2024-10-16 20:25:08,932 - Train: 32.91% [411650/1251000] [329.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002275] [CE 3.844 (4.312)] [KD 3.423 (3.610)] 2024-10-16 20:25:20,934 - Train: 32.91% [411700/1251000] [329.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002275] [CE 4.463 (4.233)] [KD 3.598 (3.574)] 2024-10-16 20:25:32,653 - Train: 32.91% [411750/1251000] [329.1/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002274] [CE 3.784 (4.337)] [KD 3.297 (3.630)] 2024-10-16 20:25:44,633 - Train: 32.92% [411800/1251000] [329.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002274] [CE 3.867 (4.292)] [KD 3.566 (3.628)] 2024-10-16 20:25:56,419 - Train: 32.92% [411850/1251000] [329.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002274] [CE 4.309 (4.284)] [KD 3.843 (3.647)] 2024-10-16 20:26:08,581 - Train: 32.93% [411900/1251000] [329.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002274] [CE 4.613 (4.317)] [KD 3.845 (3.681)] 2024-10-16 20:26:20,934 - Train: 32.93% [411950/1251000] [329.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002274] [CE 4.188 (4.271)] [KD 3.494 (3.620)] 2024-10-16 20:26:32,681 - Train: 32.93% [412000/1251000] [329.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002274] [CE 4.038 (4.297)] [KD 3.633 (3.705)] 2024-10-16 20:26:44,463 - Train: 32.94% [412050/1251000] [329.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002273] [CE 4.555 (4.300)] [KD 3.879 (3.692)] 2024-10-16 20:26:56,509 - Train: 32.94% [412100/1251000] [329.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002273] [CE 4.315 (4.278)] [KD 3.662 (3.668)] 2024-10-16 20:27:08,240 - Train: 32.95% [412150/1251000] [329.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002273] [CE 4.365 (4.290)] [KD 3.898 (3.678)] 2024-10-16 20:27:19,935 - Train: 32.95% [412200/1251000] [329.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002273] [CE 4.152 (4.313)] [KD 3.646 (3.592)] 2024-10-16 20:27:31,962 - Train: 32.95% [412250/1251000] [329.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002273] [CE 4.692 (4.340)] [KD 3.890 (3.696)] 2024-10-16 20:27:44,265 - Train: 32.96% [412300/1251000] [329.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002273] [CE 3.611 (4.313)] [KD 3.311 (3.684)] 2024-10-16 20:27:56,000 - Train: 32.96% [412350/1251000] [329.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002272] [CE 4.585 (4.344)] [KD 3.739 (3.722)] 2024-10-16 20:28:07,988 - Train: 32.97% [412400/1251000] [329.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002272] [CE 4.441 (4.293)] [KD 3.615 (3.636)] 2024-10-16 20:28:19,794 - Train: 32.97% [412450/1251000] [329.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002272] [CE 3.959 (4.296)] [KD 3.489 (3.624)] 2024-10-16 20:28:31,813 - Train: 32.97% [412500/1251000] [329.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002272] [CE 3.733 (4.339)] [KD 3.623 (3.735)] 2024-10-16 20:28:43,828 - Train: 32.98% [412550/1251000] [329.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002272] [CE 4.684 (4.365)] [KD 3.776 (3.678)] 2024-10-16 20:28:56,190 - Train: 32.98% [412600/1251000] [329.8/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002272] [CE 4.290 (4.272)] [KD 3.767 (3.673)] 2024-10-16 20:29:08,316 - Train: 32.99% [412650/1251000] [329.9/1000.0] [batch_t 0.381 (0.242)] [data_t 0.009] [optim_t 0.372] [lr 0.002272] [CE 4.338 (4.303)] [KD 3.507 (3.664)] 2024-10-16 20:29:20,280 - Train: 32.99% [412700/1251000] [329.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002271] [CE 4.371 (4.293)] [KD 3.613 (3.645)] 2024-10-16 20:29:32,196 - Train: 32.99% [412750/1251000] [329.9/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.002271] [CE 4.501 (4.213)] [KD 3.908 (3.642)] 2024-10-16 20:29:44,161 - Train: 33.00% [412800/1251000] [330.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002271] [CE 3.903 (4.279)] [KD 3.295 (3.706)] 2024-10-16 20:30:03,264 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37309] [top5_cnt 46207] [top_all 50000] 2024-10-16 20:30:03,265 - net: 74.618 (92.414) 2024-10-16 20:30:15,529 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39520] [top5_cnt 47316] [top_all 50000] 2024-10-16 20:30:15,529 - net_E: 79.040 (94.632) 2024-10-16 20:30:15,698 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:30:15,699 - ==> Total time: 1 day, 5:16:56 Eta: 2 days, 11:27:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:30:25,787 - Train: 33.00% [412850/1251000] [330.0/1000.0] [batch_t 0.230 (0.304)] [data_t 0.009] [optim_t 0.221] [lr 0.002271] [CE 4.610 (4.314)] [KD 3.729 (3.670)] 2024-10-16 20:30:38,181 - Train: 33.01% [412900/1251000] [330.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002271] [CE 4.178 (4.313)] [KD 3.620 (3.668)] 2024-10-16 20:30:50,101 - Train: 33.01% [412950/1251000] [330.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002271] [CE 4.237 (4.313)] [KD 3.577 (3.631)] 2024-10-16 20:31:01,869 - Train: 33.01% [413000/1251000] [330.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002270] [CE 4.423 (4.257)] [KD 3.771 (3.618)] 2024-10-16 20:31:13,770 - Train: 33.02% [413050/1251000] [330.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002270] [CE 4.413 (4.311)] [KD 3.772 (3.691)] 2024-10-16 20:31:26,007 - Train: 33.02% [413100/1251000] [330.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002270] [CE 3.901 (4.304)] [KD 3.439 (3.691)] 2024-10-16 20:31:38,215 - Train: 33.03% [413150/1251000] [330.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002270] [CE 3.698 (4.229)] [KD 3.357 (3.666)] 2024-10-16 20:31:50,387 - Train: 33.03% [413200/1251000] [330.3/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002270] [CE 4.686 (4.393)] [KD 4.018 (3.689)] 2024-10-16 20:32:02,584 - Train: 33.03% [413250/1251000] [330.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002270] [CE 4.257 (4.326)] [KD 3.619 (3.658)] 2024-10-16 20:32:14,764 - Train: 33.04% [413300/1251000] [330.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002269] [CE 3.869 (4.282)] [KD 3.471 (3.634)] 2024-10-16 20:32:26,707 - Train: 33.04% [413350/1251000] [330.4/1000.0] [batch_t 0.247 (0.239)] [data_t 0.023] [optim_t 0.224] [lr 0.002269] [CE 3.853 (4.279)] [KD 3.599 (3.606)] 2024-10-16 20:32:38,772 - Train: 33.05% [413400/1251000] [330.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002269] [CE 4.482 (4.303)] [KD 3.750 (3.626)] 2024-10-16 20:32:50,928 - Train: 33.05% [413450/1251000] [330.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002269] [CE 4.057 (4.261)] [KD 3.626 (3.610)] 2024-10-16 20:33:03,222 - Train: 33.05% [413500/1251000] [330.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002269] [CE 4.669 (4.304)] [KD 3.875 (3.680)] 2024-10-16 20:33:15,123 - Train: 33.06% [413550/1251000] [330.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002269] [CE 4.231 (4.282)] [KD 3.660 (3.700)] 2024-10-16 20:33:26,991 - Train: 33.06% [413600/1251000] [330.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002268] [CE 4.041 (4.231)] [KD 3.477 (3.585)] 2024-10-16 20:33:39,372 - Train: 33.07% [413650/1251000] [330.7/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002268] [CE 3.771 (4.265)] [KD 3.441 (3.673)] 2024-10-16 20:33:51,945 - Train: 33.07% [413700/1251000] [330.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002268] [CE 4.509 (4.300)] [KD 3.814 (3.669)] 2024-10-16 20:34:03,790 - Train: 33.07% [413750/1251000] [330.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002268] [CE 4.365 (4.372)] [KD 3.638 (3.708)] 2024-10-16 20:34:15,985 - Train: 33.08% [413800/1251000] [330.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002268] [CE 4.132 (4.288)] [KD 3.421 (3.648)] 2024-10-16 20:34:28,394 - Train: 33.08% [413850/1251000] [330.8/1000.0] [batch_t 0.383 (0.248)] [data_t 0.009] [optim_t 0.374] [lr 0.002268] [CE 3.903 (4.309)] [KD 3.446 (3.683)] 2024-10-16 20:34:41,075 - Train: 33.09% [413900/1251000] [330.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.002267] [CE 4.317 (4.227)] [KD 3.646 (3.667)] 2024-10-16 20:34:52,924 - Train: 33.09% [413950/1251000] [330.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002267] [CE 4.311 (4.306)] [KD 3.643 (3.693)] 2024-10-16 20:35:04,897 - Train: 33.09% [414000/1251000] [330.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002267] [CE 4.062 (4.245)] [KD 3.516 (3.635)] 2024-10-16 20:35:16,963 - Train: 33.10% [414050/1251000] [331.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002267] [CE 4.469 (4.351)] [KD 3.774 (3.681)] 2024-10-16 20:35:36,382 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.235)] [top1_cnt 37206] [top5_cnt 46160] [top_all 50000] 2024-10-16 20:35:36,382 - net: 74.412 (92.320) 2024-10-16 20:35:48,576 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39536] [top5_cnt 47305] [top_all 50000] 2024-10-16 20:35:48,576 - net_E: 79.072 (94.610) 2024-10-16 20:35:48,743 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:35:48,743 - ==> Total time: 1 day, 5:22:29 Eta: 2 days, 11:22:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:35:57,267 - Train: 33.10% [414100/1251000] [331.0/1000.0] [batch_t 0.235 (0.372)] [data_t 0.009] [optim_t 0.226] [lr 0.002267] [CE 3.938 (4.360)] [KD 3.621 (3.642)] 2024-10-16 20:36:09,177 - Train: 33.11% [414150/1251000] [331.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002267] [CE 4.280 (4.360)] [KD 3.687 (3.658)] 2024-10-16 20:36:21,209 - Train: 33.11% [414200/1251000] [331.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002267] [CE 4.079 (4.307)] [KD 3.658 (3.642)] 2024-10-16 20:36:32,883 - Train: 33.11% [414250/1251000] [331.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002266] [CE 3.923 (4.274)] [KD 3.667 (3.631)] 2024-10-16 20:36:44,711 - Train: 33.12% [414300/1251000] [331.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002266] [CE 3.751 (4.266)] [KD 3.437 (3.624)] 2024-10-16 20:36:56,514 - Train: 33.12% [414350/1251000] [331.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002266] [CE 3.869 (4.205)] [KD 3.547 (3.594)] 2024-10-16 20:37:08,759 - Train: 33.13% [414400/1251000] [331.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002266] [CE 3.917 (4.363)] [KD 3.528 (3.706)] 2024-10-16 20:37:21,099 - Train: 33.13% [414450/1251000] [331.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002266] [CE 4.208 (4.321)] [KD 3.605 (3.666)] 2024-10-16 20:37:33,334 - Train: 33.13% [414500/1251000] [331.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002266] [CE 4.090 (4.293)] [KD 3.474 (3.604)] 2024-10-16 20:37:45,251 - Train: 33.14% [414550/1251000] [331.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002265] [CE 4.041 (4.212)] [KD 3.505 (3.584)] 2024-10-16 20:37:57,275 - Train: 33.14% [414600/1251000] [331.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002265] [CE 4.490 (4.271)] [KD 3.725 (3.677)] 2024-10-16 20:38:09,163 - Train: 33.15% [414650/1251000] [331.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002265] [CE 4.109 (4.306)] [KD 3.364 (3.604)] 2024-10-16 20:38:21,343 - Train: 33.15% [414700/1251000] [331.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002265] [CE 3.688 (4.247)] [KD 3.115 (3.567)] 2024-10-16 20:38:33,355 - Train: 33.15% [414750/1251000] [331.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002265] [CE 4.258 (4.238)] [KD 3.670 (3.604)] 2024-10-16 20:38:45,818 - Train: 33.16% [414800/1251000] [331.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002265] [CE 4.189 (4.316)] [KD 3.891 (3.680)] 2024-10-16 20:38:57,738 - Train: 33.16% [414850/1251000] [331.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002264] [CE 4.135 (4.389)] [KD 3.781 (3.761)] 2024-10-16 20:39:09,870 - Train: 33.17% [414900/1251000] [331.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002264] [CE 3.988 (4.337)] [KD 3.488 (3.671)] 2024-10-16 20:39:21,862 - Train: 33.17% [414950/1251000] [331.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002264] [CE 4.212 (4.208)] [KD 3.298 (3.591)] 2024-10-16 20:39:34,092 - Train: 33.17% [415000/1251000] [331.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002264] [CE 4.127 (4.331)] [KD 3.799 (3.644)] 2024-10-16 20:39:46,004 - Train: 33.18% [415050/1251000] [331.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002264] [CE 4.098 (4.298)] [KD 3.425 (3.694)] 2024-10-16 20:39:58,604 - Train: 33.18% [415100/1251000] [331.8/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002264] [CE 4.641 (4.265)] [KD 3.990 (3.687)] 2024-10-16 20:40:10,469 - Train: 33.19% [415150/1251000] [331.9/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002263] [CE 4.426 (4.308)] [KD 3.895 (3.693)] 2024-10-16 20:40:22,483 - Train: 33.19% [415200/1251000] [331.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002263] [CE 3.701 (4.222)] [KD 3.475 (3.602)] 2024-10-16 20:40:34,502 - Train: 33.19% [415250/1251000] [331.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002263] [CE 4.168 (4.293)] [KD 3.472 (3.710)] 2024-10-16 20:40:46,526 - Train: 33.20% [415300/1251000] [332.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002263] [CE 4.328 (4.319)] [KD 3.698 (3.689)] 2024-10-16 20:41:06,002 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 36963] [top5_cnt 46079] [top_all 50000] 2024-10-16 20:41:06,003 - net: 73.926 (92.158) 2024-10-16 20:41:17,979 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 39507] [top5_cnt 47292] [top_all 50000] 2024-10-16 20:41:17,980 - net_E: 79.014 (94.584) 2024-10-16 20:41:18,127 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:41:18,128 - ==> Total time: 1 day, 5:27:58 Eta: 2 days, 11:17:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:41:26,605 - Train: 33.20% [415350/1251000] [332.0/1000.0] [batch_t 0.236 (0.393)] [data_t 0.009] [optim_t 0.227] [lr 0.002263] [CE 4.183 (4.147)] [KD 3.535 (3.575)] 2024-10-16 20:41:39,185 - Train: 33.21% [415400/1251000] [332.1/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002263] [CE 4.818 (4.336)] [KD 3.745 (3.648)] 2024-10-16 20:41:51,233 - Train: 33.21% [415450/1251000] [332.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002263] [CE 4.569 (4.332)] [KD 3.597 (3.647)] 2024-10-16 20:42:02,960 - Train: 33.21% [415500/1251000] [332.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002262] [CE 4.354 (4.293)] [KD 3.516 (3.623)] 2024-10-16 20:42:14,804 - Train: 33.22% [415550/1251000] [332.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002262] [CE 4.422 (4.260)] [KD 3.804 (3.655)] 2024-10-16 20:42:27,066 - Train: 33.22% [415600/1251000] [332.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002262] [CE 4.472 (4.320)] [KD 3.583 (3.680)] 2024-10-16 20:42:38,930 - Train: 33.23% [415650/1251000] [332.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002262] [CE 4.170 (4.327)] [KD 3.474 (3.658)] 2024-10-16 20:42:50,655 - Train: 33.23% [415700/1251000] [332.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002262] [CE 4.481 (4.247)] [KD 3.547 (3.562)] 2024-10-16 20:43:02,541 - Train: 33.23% [415750/1251000] [332.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002262] [CE 4.070 (4.228)] [KD 3.532 (3.597)] 2024-10-16 20:43:14,705 - Train: 33.24% [415800/1251000] [332.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002261] [CE 4.337 (4.333)] [KD 3.594 (3.657)] 2024-10-16 20:43:26,702 - Train: 33.24% [415850/1251000] [332.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002261] [CE 4.052 (4.297)] [KD 3.730 (3.657)] 2024-10-16 20:43:38,504 - Train: 33.25% [415900/1251000] [332.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002261] [CE 4.803 (4.273)] [KD 3.673 (3.602)] 2024-10-16 20:43:50,216 - Train: 33.25% [415950/1251000] [332.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002261] [CE 4.132 (4.278)] [KD 3.625 (3.686)] 2024-10-16 20:44:02,440 - Train: 33.25% [416000/1251000] [332.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002261] [CE 4.402 (4.279)] [KD 3.599 (3.676)] 2024-10-16 20:44:14,344 - Train: 33.26% [416050/1251000] [332.6/1000.0] [batch_t 0.295 (0.238)] [data_t 0.009] [optim_t 0.286] [lr 0.002261] [CE 4.119 (4.314)] [KD 3.490 (3.654)] 2024-10-16 20:44:26,218 - Train: 33.26% [416100/1251000] [332.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002260] [CE 4.367 (4.329)] [KD 3.559 (3.676)] 2024-10-16 20:44:37,985 - Train: 33.27% [416150/1251000] [332.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002260] [CE 4.172 (4.315)] [KD 3.571 (3.675)] 2024-10-16 20:44:50,075 - Train: 33.27% [416200/1251000] [332.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002260] [CE 4.526 (4.301)] [KD 3.513 (3.596)] 2024-10-16 20:45:01,978 - Train: 33.27% [416250/1251000] [332.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002260] [CE 3.670 (4.331)] [KD 3.558 (3.674)] 2024-10-16 20:45:14,005 - Train: 33.28% [416300/1251000] [332.8/1000.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.002260] [CE 4.145 (4.259)] [KD 3.379 (3.600)] 2024-10-16 20:45:26,214 - Train: 33.28% [416350/1251000] [332.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002260] [CE 4.142 (4.305)] [KD 3.757 (3.631)] 2024-10-16 20:45:38,879 - Train: 33.29% [416400/1251000] [332.9/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.002259] [CE 4.112 (4.344)] [KD 3.661 (3.709)] 2024-10-16 20:45:50,789 - Train: 33.29% [416450/1251000] [332.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002259] [CE 4.006 (4.344)] [KD 3.467 (3.690)] 2024-10-16 20:46:02,954 - Train: 33.29% [416500/1251000] [332.9/1000.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002259] [CE 4.551 (4.263)] [KD 3.766 (3.624)] 2024-10-16 20:46:15,105 - Train: 33.30% [416550/1251000] [333.0/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.002259] [CE 3.903 (4.350)] [KD 3.248 (3.673)] 2024-10-16 20:46:35,673 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.247)] [top1_cnt 37180] [top5_cnt 46170] [top_all 50000] 2024-10-16 20:46:35,674 - net: 74.360 (92.340) 2024-10-16 20:46:48,274 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.246)] [top1_cnt 39522] [top5_cnt 47308] [top_all 50000] 2024-10-16 20:46:48,274 - net_E: 79.044 (94.616) 2024-10-16 20:46:48,411 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:46:48,411 - ==> Total time: 1 day, 5:33:29 Eta: 2 days, 11:12:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:46:56,724 - Train: 33.30% [416600/1251000] [333.0/1000.0] [batch_t 0.238 (0.406)] [data_t 0.009] [optim_t 0.229] [lr 0.002259] [CE 4.274 (4.392)] [KD 3.432 (3.640)] 2024-10-16 20:47:08,613 - Train: 33.31% [416650/1251000] [333.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002259] [CE 4.417 (4.318)] [KD 3.363 (3.607)] 2024-10-16 20:47:20,487 - Train: 33.31% [416700/1251000] [333.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002258] [CE 4.310 (4.275)] [KD 3.622 (3.569)] 2024-10-16 20:47:32,192 - Train: 33.31% [416750/1251000] [333.1/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002258] [CE 4.253 (4.264)] [KD 3.542 (3.629)] 2024-10-16 20:47:44,704 - Train: 33.32% [416800/1251000] [333.2/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002258] [CE 4.392 (4.287)] [KD 3.708 (3.603)] 2024-10-16 20:47:56,411 - Train: 33.32% [416850/1251000] [333.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002258] [CE 4.633 (4.321)] [KD 3.784 (3.663)] 2024-10-16 20:48:08,362 - Train: 33.33% [416900/1251000] [333.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002258] [CE 4.593 (4.243)] [KD 3.616 (3.621)] 2024-10-16 20:48:20,136 - Train: 33.33% [416950/1251000] [333.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002258] [CE 3.991 (4.296)] [KD 3.443 (3.637)] 2024-10-16 20:48:32,401 - Train: 33.33% [417000/1251000] [333.3/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002258] [CE 3.985 (4.254)] [KD 3.588 (3.561)] 2024-10-16 20:48:44,107 - Train: 33.34% [417050/1251000] [333.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002257] [CE 4.023 (4.283)] [KD 3.460 (3.621)] 2024-10-16 20:48:56,076 - Train: 33.34% [417100/1251000] [333.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002257] [CE 4.229 (4.318)] [KD 3.676 (3.635)] 2024-10-16 20:49:07,808 - Train: 33.35% [417150/1251000] [333.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002257] [CE 4.428 (4.286)] [KD 3.593 (3.685)] 2024-10-16 20:49:20,086 - Train: 33.35% [417200/1251000] [333.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002257] [CE 4.700 (4.322)] [KD 3.854 (3.652)] 2024-10-16 20:49:31,796 - Train: 33.35% [417250/1251000] [333.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002257] [CE 4.312 (4.321)] [KD 3.498 (3.647)] 2024-10-16 20:49:43,793 - Train: 33.36% [417300/1251000] [333.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002257] [CE 3.828 (4.365)] [KD 3.261 (3.705)] 2024-10-16 20:49:56,017 - Train: 33.36% [417350/1251000] [333.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002256] [CE 4.363 (4.289)] [KD 3.795 (3.607)] 2024-10-16 20:50:08,394 - Train: 33.37% [417400/1251000] [333.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002256] [CE 4.048 (4.286)] [KD 3.538 (3.619)] 2024-10-16 20:50:20,350 - Train: 33.37% [417450/1251000] [333.7/1000.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.002256] [CE 4.082 (4.277)] [KD 3.427 (3.631)] 2024-10-16 20:50:32,824 - Train: 33.37% [417500/1251000] [333.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.002256] [CE 4.525 (4.269)] [KD 3.646 (3.597)] 2024-10-16 20:50:45,112 - Train: 33.38% [417550/1251000] [333.8/1000.0] [batch_t 0.269 (0.246)] [data_t 0.009] [optim_t 0.260] [lr 0.002256] [CE 4.190 (4.263)] [KD 3.828 (3.609)] 2024-10-16 20:50:57,583 - Train: 33.38% [417600/1251000] [333.8/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002256] [CE 4.642 (4.315)] [KD 3.911 (3.667)] 2024-10-16 20:51:10,077 - Train: 33.39% [417650/1251000] [333.9/1000.0] [batch_t 0.271 (0.250)] [data_t 0.009] [optim_t 0.262] [lr 0.002255] [CE 4.136 (4.357)] [KD 3.582 (3.703)] 2024-10-16 20:51:22,568 - Train: 33.39% [417700/1251000] [333.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002255] [CE 4.613 (4.364)] [KD 4.026 (3.697)] 2024-10-16 20:51:34,867 - Train: 33.39% [417750/1251000] [333.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002255] [CE 4.233 (4.221)] [KD 3.592 (3.636)] 2024-10-16 20:51:47,508 - Train: 33.40% [417800/1251000] [334.0/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.002255] [CE 4.024 (4.369)] [KD 3.670 (3.702)] 2024-10-16 20:52:07,467 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 37201] [top5_cnt 46036] [top_all 50000] 2024-10-16 20:52:07,468 - net: 74.402 (92.072) 2024-10-16 20:52:19,390 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 39536] [top5_cnt 47296] [top_all 50000] 2024-10-16 20:52:19,390 - net_E: 79.072 (94.592) 2024-10-16 20:52:19,526 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:52:19,526 - ==> Total time: 1 day, 5:39:00 Eta: 2 days, 11:07:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:52:26,984 - Train: 33.40% [417850/1251000] [334.0/1000.0] [batch_t 0.235 (0.385)] [data_t 0.009] [optim_t 0.226] [lr 0.002255] [CE 4.099 (4.228)] [KD 3.495 (3.580)] 2024-10-16 20:52:39,035 - Train: 33.41% [417900/1251000] [334.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002255] [CE 4.475 (4.326)] [KD 3.888 (3.641)] 2024-10-16 20:52:51,165 - Train: 33.41% [417950/1251000] [334.1/1000.0] [batch_t 0.314 (0.243)] [data_t 0.009] [optim_t 0.306] [lr 0.002254] [CE 4.939 (4.304)] [KD 4.073 (3.597)] 2024-10-16 20:53:03,097 - Train: 33.41% [418000/1251000] [334.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002254] [CE 4.175 (4.279)] [KD 3.427 (3.611)] 2024-10-16 20:53:14,984 - Train: 33.42% [418050/1251000] [334.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002254] [CE 4.201 (4.215)] [KD 3.646 (3.575)] 2024-10-16 20:53:26,910 - Train: 33.42% [418100/1251000] [334.2/1000.0] [batch_t 0.318 (0.238)] [data_t 0.009] [optim_t 0.309] [lr 0.002254] [CE 3.742 (4.262)] [KD 3.172 (3.604)] 2024-10-16 20:53:38,852 - Train: 33.43% [418150/1251000] [334.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002254] [CE 4.367 (4.306)] [KD 3.683 (3.674)] 2024-10-16 20:53:50,694 - Train: 33.43% [418200/1251000] [334.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002254] [CE 4.713 (4.316)] [KD 3.691 (3.678)] 2024-10-16 20:54:02,747 - Train: 33.43% [418250/1251000] [334.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002253] [CE 4.493 (4.316)] [KD 3.915 (3.626)] 2024-10-16 20:54:14,836 - Train: 33.44% [418300/1251000] [334.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002253] [CE 4.368 (4.251)] [KD 3.822 (3.665)] 2024-10-16 20:54:26,605 - Train: 33.44% [418350/1251000] [334.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002253] [CE 4.434 (4.322)] [KD 3.779 (3.697)] 2024-10-16 20:54:38,549 - Train: 33.45% [418400/1251000] [334.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002253] [CE 4.603 (4.403)] [KD 3.670 (3.713)] 2024-10-16 20:54:50,698 - Train: 33.45% [418450/1251000] [334.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002253] [CE 4.054 (4.320)] [KD 3.620 (3.649)] 2024-10-16 20:55:02,572 - Train: 33.45% [418500/1251000] [334.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002253] [CE 3.364 (4.310)] [KD 3.238 (3.669)] 2024-10-16 20:55:14,413 - Train: 33.46% [418550/1251000] [334.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002252] [CE 4.332 (4.265)] [KD 3.579 (3.635)] 2024-10-16 20:55:26,426 - Train: 33.46% [418600/1251000] [334.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002252] [CE 3.604 (4.322)] [KD 3.427 (3.701)] 2024-10-16 20:55:38,265 - Train: 33.47% [418650/1251000] [334.7/1000.0] [batch_t 0.368 (0.237)] [data_t 0.009] [optim_t 0.359] [lr 0.002252] [CE 4.248 (4.313)] [KD 3.662 (3.610)] 2024-10-16 20:55:50,103 - Train: 33.47% [418700/1251000] [334.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002252] [CE 4.768 (4.272)] [KD 3.977 (3.646)] 2024-10-16 20:56:02,034 - Train: 33.47% [418750/1251000] [334.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002252] [CE 4.649 (4.288)] [KD 3.596 (3.601)] 2024-10-16 20:56:13,844 - Train: 33.48% [418800/1251000] [334.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002252] [CE 4.581 (4.292)] [KD 3.924 (3.665)] 2024-10-16 20:56:25,520 - Train: 33.48% [418850/1251000] [334.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002252] [CE 4.660 (4.370)] [KD 3.783 (3.652)] 2024-10-16 20:56:37,824 - Train: 33.49% [418900/1251000] [334.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002251] [CE 4.858 (4.359)] [KD 3.836 (3.690)] 2024-10-16 20:56:49,489 - Train: 33.49% [418950/1251000] [334.9/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002251] [CE 4.511 (4.286)] [KD 3.945 (3.620)] 2024-10-16 20:57:01,297 - Train: 33.49% [419000/1251000] [334.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002251] [CE 4.434 (4.279)] [KD 3.635 (3.638)] 2024-10-16 20:57:13,214 - Train: 33.50% [419050/1251000] [335.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002251] [CE 4.438 (4.352)] [KD 3.683 (3.650)] 2024-10-16 20:57:33,718 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 37408] [top5_cnt 46329] [top_all 50000] 2024-10-16 20:57:33,718 - net: 74.816 (92.658) 2024-10-16 20:57:45,759 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39532] [top5_cnt 47300] [top_all 50000] 2024-10-16 20:57:45,759 - net_E: 79.064 (94.600) 2024-10-16 20:57:45,899 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 20:57:45,900 - ==> Total time: 1 day, 5:44:26 Eta: 2 days, 11:02:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 20:57:53,357 - Train: 33.50% [419100/1251000] [335.0/1000.0] [batch_t 0.233 (0.409)] [data_t 0.009] [optim_t 0.224] [lr 0.002251] [CE 4.227 (4.242)] [KD 3.595 (3.547)] 2024-10-16 20:58:05,308 - Train: 33.51% [419150/1251000] [335.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002251] [CE 4.641 (4.355)] [KD 3.653 (3.620)] 2024-10-16 20:58:17,486 - Train: 33.51% [419200/1251000] [335.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002250] [CE 4.424 (4.333)] [KD 3.476 (3.616)] 2024-10-16 20:58:29,588 - Train: 33.51% [419250/1251000] [335.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002250] [CE 4.263 (4.332)] [KD 3.492 (3.645)] 2024-10-16 20:58:41,323 - Train: 33.52% [419300/1251000] [335.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002250] [CE 4.821 (4.331)] [KD 4.050 (3.659)] 2024-10-16 20:58:53,400 - Train: 33.52% [419350/1251000] [335.2/1000.0] [batch_t 0.295 (0.241)] [data_t 0.009] [optim_t 0.286] [lr 0.002250] [CE 4.251 (4.298)] [KD 3.650 (3.650)] 2024-10-16 20:59:05,113 - Train: 33.53% [419400/1251000] [335.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002250] [CE 4.523 (4.222)] [KD 3.523 (3.574)] 2024-10-16 20:59:17,251 - Train: 33.53% [419450/1251000] [335.3/1000.0] [batch_t 0.367 (0.243)] [data_t 0.009] [optim_t 0.358] [lr 0.002250] [CE 4.357 (4.368)] [KD 3.706 (3.706)] 2024-10-16 20:59:29,140 - Train: 33.53% [419500/1251000] [335.3/1000.0] [batch_t 0.313 (0.238)] [data_t 0.009] [optim_t 0.305] [lr 0.002249] [CE 4.561 (4.242)] [KD 3.804 (3.590)] 2024-10-16 20:59:41,106 - Train: 33.54% [419550/1251000] [335.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002249] [CE 4.147 (4.272)] [KD 3.590 (3.673)] 2024-10-16 20:59:52,829 - Train: 33.54% [419600/1251000] [335.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002249] [CE 4.349 (4.342)] [KD 3.800 (3.691)] 2024-10-16 21:00:04,960 - Train: 33.55% [419650/1251000] [335.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002249] [CE 4.297 (4.235)] [KD 3.576 (3.660)] 2024-10-16 21:00:17,009 - Train: 33.55% [419700/1251000] [335.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002249] [CE 4.541 (4.269)] [KD 3.687 (3.620)] 2024-10-16 21:00:28,831 - Train: 33.55% [419750/1251000] [335.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002249] [CE 4.164 (4.363)] [KD 3.697 (3.670)] 2024-10-16 21:00:41,154 - Train: 33.56% [419800/1251000] [335.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002248] [CE 4.355 (4.190)] [KD 3.751 (3.568)] 2024-10-16 21:00:53,281 - Train: 33.56% [419850/1251000] [335.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002248] [CE 4.022 (4.356)] [KD 3.373 (3.704)] 2024-10-16 21:01:05,112 - Train: 33.57% [419900/1251000] [335.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002248] [CE 4.291 (4.271)] [KD 3.747 (3.639)] 2024-10-16 21:01:16,923 - Train: 33.57% [419950/1251000] [335.7/1000.0] [batch_t 0.381 (0.236)] [data_t 0.009] [optim_t 0.372] [lr 0.002248] [CE 4.367 (4.351)] [KD 3.747 (3.702)] 2024-10-16 21:01:29,102 - Train: 33.57% [420000/1251000] [335.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002248] [CE 4.638 (4.274)] [KD 3.822 (3.679)] 2024-10-16 21:01:40,905 - Train: 33.58% [420050/1251000] [335.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002248] [CE 4.364 (4.301)] [KD 3.744 (3.657)] 2024-10-16 21:01:52,783 - Train: 33.58% [420100/1251000] [335.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002247] [CE 4.640 (4.344)] [KD 3.664 (3.664)] 2024-10-16 21:02:04,843 - Train: 33.59% [420150/1251000] [335.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002247] [CE 3.986 (4.312)] [KD 3.537 (3.640)] 2024-10-16 21:02:16,708 - Train: 33.59% [420200/1251000] [335.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002247] [CE 3.710 (4.292)] [KD 3.459 (3.657)] 2024-10-16 21:02:28,526 - Train: 33.59% [420250/1251000] [335.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002247] [CE 4.712 (4.356)] [KD 3.975 (3.694)] 2024-10-16 21:02:40,555 - Train: 33.60% [420300/1251000] [336.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002247] [CE 4.385 (4.312)] [KD 3.712 (3.691)] 2024-10-16 21:03:01,190 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.240)] [top1_cnt 37119] [top5_cnt 46140] [top_all 50000] 2024-10-16 21:03:01,191 - net: 74.238 (92.280) 2024-10-16 21:03:13,480 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39531] [top5_cnt 47288] [top_all 50000] 2024-10-16 21:03:13,480 - net_E: 79.062 (94.576) 2024-10-16 21:03:13,625 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:03:13,625 - ==> Total time: 1 day, 5:49:54 Eta: 2 days, 10:57:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:03:20,684 - Train: 33.60% [420350/1251000] [336.0/1000.0] [batch_t 0.232 (0.413)] [data_t 0.009] [optim_t 0.223] [lr 0.002247] [CE 4.588 (4.249)] [KD 3.828 (3.653)] 2024-10-16 21:03:32,742 - Train: 33.61% [420400/1251000] [336.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002246] [CE 4.856 (4.337)] [KD 3.662 (3.693)] 2024-10-16 21:03:45,026 - Train: 33.61% [420450/1251000] [336.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002246] [CE 4.244 (4.340)] [KD 3.655 (3.670)] 2024-10-16 21:03:56,706 - Train: 33.61% [420500/1251000] [336.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002246] [CE 3.561 (4.295)] [KD 3.348 (3.648)] 2024-10-16 21:04:08,876 - Train: 33.62% [420550/1251000] [336.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002246] [CE 3.930 (4.278)] [KD 3.463 (3.690)] 2024-10-16 21:04:20,679 - Train: 33.62% [420600/1251000] [336.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002246] [CE 4.408 (4.261)] [KD 3.447 (3.601)] 2024-10-16 21:04:32,456 - Train: 33.63% [420650/1251000] [336.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002246] [CE 4.181 (4.320)] [KD 3.697 (3.645)] 2024-10-16 21:04:44,241 - Train: 33.63% [420700/1251000] [336.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002246] [CE 4.596 (4.309)] [KD 3.941 (3.673)] 2024-10-16 21:04:56,133 - Train: 33.63% [420750/1251000] [336.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002245] [CE 4.370 (4.246)] [KD 3.547 (3.642)] 2024-10-16 21:05:07,878 - Train: 33.64% [420800/1251000] [336.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002245] [CE 4.292 (4.192)] [KD 3.744 (3.580)] 2024-10-16 21:05:19,817 - Train: 33.64% [420850/1251000] [336.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002245] [CE 4.293 (4.242)] [KD 3.446 (3.563)] 2024-10-16 21:05:32,165 - Train: 33.65% [420900/1251000] [336.5/1000.0] [batch_t 0.313 (0.247)] [data_t 0.009] [optim_t 0.304] [lr 0.002245] [CE 3.946 (4.231)] [KD 3.408 (3.581)] 2024-10-16 21:05:44,129 - Train: 33.65% [420950/1251000] [336.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002245] [CE 4.463 (4.260)] [KD 3.643 (3.636)] 2024-10-16 21:05:56,061 - Train: 33.65% [421000/1251000] [336.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002245] [CE 4.256 (4.319)] [KD 3.865 (3.668)] 2024-10-16 21:06:08,363 - Train: 33.66% [421050/1251000] [336.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002244] [CE 3.755 (4.370)] [KD 3.353 (3.702)] 2024-10-16 21:06:20,547 - Train: 33.66% [421100/1251000] [336.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002244] [CE 3.948 (4.293)] [KD 3.375 (3.646)] 2024-10-16 21:06:32,434 - Train: 33.67% [421150/1251000] [336.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002244] [CE 4.140 (4.319)] [KD 3.485 (3.623)] 2024-10-16 21:06:44,473 - Train: 33.67% [421200/1251000] [336.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002244] [CE 4.532 (4.299)] [KD 3.620 (3.650)] 2024-10-16 21:06:56,901 - Train: 33.67% [421250/1251000] [336.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002244] [CE 4.219 (4.296)] [KD 3.669 (3.679)] 2024-10-16 21:07:08,809 - Train: 33.68% [421300/1251000] [336.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002244] [CE 4.740 (4.346)] [KD 3.913 (3.703)] 2024-10-16 21:07:20,786 - Train: 33.68% [421350/1251000] [336.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002243] [CE 3.404 (4.298)] [KD 3.241 (3.614)] 2024-10-16 21:07:32,694 - Train: 33.69% [421400/1251000] [336.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002243] [CE 4.218 (4.312)] [KD 3.568 (3.637)] 2024-10-16 21:07:44,582 - Train: 33.69% [421450/1251000] [336.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002243] [CE 3.811 (4.267)] [KD 3.260 (3.527)] 2024-10-16 21:07:56,419 - Train: 33.69% [421500/1251000] [336.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002243] [CE 4.111 (4.306)] [KD 3.736 (3.662)] 2024-10-16 21:08:08,753 - Train: 33.70% [421550/1251000] [337.0/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002243] [CE 3.805 (4.366)] [KD 3.342 (3.665)] 2024-10-16 21:08:29,860 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37247] [top5_cnt 46167] [top_all 50000] 2024-10-16 21:08:30,121 - net: 74.494 (92.334) 2024-10-16 21:08:42,392 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39547] [top5_cnt 47293] [top_all 50000] 2024-10-16 21:08:42,392 - net_E: 79.094 (94.586) 2024-10-16 21:08:42,513 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:08:42,513 - ==> Total time: 1 day, 5:55:23 Eta: 2 days, 10:52:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:08:49,229 - Train: 33.70% [421600/1251000] [337.0/1000.0] [batch_t 0.234 (0.416)] [data_t 0.009] [optim_t 0.225] [lr 0.002243] [CE 4.410 (4.251)] [KD 3.619 (3.556)] 2024-10-16 21:09:01,670 - Train: 33.71% [421650/1251000] [337.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002242] [CE 4.407 (4.330)] [KD 3.560 (3.601)] 2024-10-16 21:09:13,605 - Train: 33.71% [421700/1251000] [337.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002242] [CE 4.386 (4.293)] [KD 3.656 (3.633)] 2024-10-16 21:09:25,306 - Train: 33.71% [421750/1251000] [337.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002242] [CE 4.128 (4.258)] [KD 3.626 (3.654)] 2024-10-16 21:09:37,223 - Train: 33.72% [421800/1251000] [337.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002242] [CE 3.963 (4.287)] [KD 3.466 (3.609)] 2024-10-16 21:09:49,373 - Train: 33.72% [421850/1251000] [337.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002242] [CE 4.536 (4.312)] [KD 3.654 (3.613)] 2024-10-16 21:10:01,288 - Train: 33.73% [421900/1251000] [337.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002242] [CE 4.311 (4.324)] [KD 3.348 (3.582)] 2024-10-16 21:10:13,215 - Train: 33.73% [421950/1251000] [337.3/1000.0] [batch_t 0.380 (0.238)] [data_t 0.009] [optim_t 0.371] [lr 0.002241] [CE 3.815 (4.276)] [KD 3.436 (3.606)] 2024-10-16 21:10:25,274 - Train: 33.73% [422000/1251000] [337.3/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002241] [CE 4.368 (4.320)] [KD 3.635 (3.623)] 2024-10-16 21:10:37,212 - Train: 33.74% [422050/1251000] [337.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002241] [CE 4.556 (4.319)] [KD 3.477 (3.604)] 2024-10-16 21:10:49,167 - Train: 33.74% [422100/1251000] [337.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002241] [CE 4.423 (4.304)] [KD 3.752 (3.591)] 2024-10-16 21:11:00,989 - Train: 33.75% [422150/1251000] [337.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002241] [CE 4.570 (4.263)] [KD 3.975 (3.601)] 2024-10-16 21:11:13,008 - Train: 33.75% [422200/1251000] [337.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002241] [CE 4.051 (4.316)] [KD 3.263 (3.671)] 2024-10-16 21:11:24,803 - Train: 33.75% [422250/1251000] [337.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002240] [CE 3.886 (4.344)] [KD 3.749 (3.713)] 2024-10-16 21:11:37,064 - Train: 33.76% [422300/1251000] [337.6/1000.0] [batch_t 0.308 (0.245)] [data_t 0.009] [optim_t 0.299] [lr 0.002240] [CE 4.037 (4.276)] [KD 3.518 (3.632)] 2024-10-16 21:11:48,949 - Train: 33.76% [422350/1251000] [337.6/1000.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.002240] [CE 4.823 (4.326)] [KD 3.995 (3.683)] 2024-10-16 21:12:01,142 - Train: 33.76% [422400/1251000] [337.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002240] [CE 4.626 (4.322)] [KD 3.769 (3.680)] 2024-10-16 21:12:13,351 - Train: 33.77% [422450/1251000] [337.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002240] [CE 4.523 (4.297)] [KD 3.526 (3.670)] 2024-10-16 21:12:25,634 - Train: 33.77% [422500/1251000] [337.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002240] [CE 4.329 (4.246)] [KD 3.616 (3.606)] 2024-10-16 21:12:37,766 - Train: 33.78% [422550/1251000] [337.8/1000.0] [batch_t 0.285 (0.243)] [data_t 0.009] [optim_t 0.276] [lr 0.002240] [CE 4.353 (4.222)] [KD 3.670 (3.672)] 2024-10-16 21:12:50,134 - Train: 33.78% [422600/1251000] [337.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002239] [CE 4.319 (4.265)] [KD 3.824 (3.616)] 2024-10-16 21:13:02,416 - Train: 33.78% [422650/1251000] [337.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002239] [CE 4.089 (4.301)] [KD 3.701 (3.644)] 2024-10-16 21:13:14,095 - Train: 33.79% [422700/1251000] [337.9/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002239] [CE 4.650 (4.420)] [KD 3.766 (3.660)] 2024-10-16 21:13:26,214 - Train: 33.79% [422750/1251000] [337.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002239] [CE 3.798 (4.286)] [KD 3.385 (3.599)] 2024-10-16 21:13:38,264 - Train: 33.80% [422800/1251000] [338.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002239] [CE 4.708 (4.341)] [KD 3.906 (3.690)] 2024-10-16 21:13:59,562 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 37316] [top5_cnt 46234] [top_all 50000] 2024-10-16 21:13:59,562 - net: 74.632 (92.468) 2024-10-16 21:14:11,871 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39536] [top5_cnt 47283] [top_all 50000] 2024-10-16 21:14:11,871 - net_E: 79.072 (94.566) 2024-10-16 21:14:12,033 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:14:12,034 - ==> Total time: 1 day, 6:00:52 Eta: 2 days, 10:47:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:14:18,975 - Train: 33.80% [422850/1251000] [338.0/1000.0] [batch_t 0.236 (0.457)] [data_t 0.009] [optim_t 0.227] [lr 0.002239] [CE 4.624 (4.407)] [KD 3.624 (3.637)] 2024-10-16 21:14:31,110 - Train: 33.80% [422900/1251000] [338.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002238] [CE 4.476 (4.217)] [KD 3.770 (3.551)] 2024-10-16 21:14:43,293 - Train: 33.81% [422950/1251000] [338.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002238] [CE 4.022 (4.306)] [KD 3.271 (3.581)] 2024-10-16 21:14:55,190 - Train: 33.81% [423000/1251000] [338.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002238] [CE 4.043 (4.287)] [KD 3.717 (3.573)] 2024-10-16 21:15:07,251 - Train: 33.82% [423050/1251000] [338.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002238] [CE 4.305 (4.306)] [KD 3.494 (3.639)] 2024-10-16 21:15:19,531 - Train: 33.82% [423100/1251000] [338.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002238] [CE 4.672 (4.331)] [KD 3.919 (3.664)] 2024-10-16 21:15:31,827 - Train: 33.82% [423150/1251000] [338.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002238] [CE 4.028 (4.367)] [KD 3.552 (3.721)] 2024-10-16 21:15:43,919 - Train: 33.83% [423200/1251000] [338.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002237] [CE 4.232 (4.301)] [KD 3.754 (3.672)] 2024-10-16 21:15:55,833 - Train: 33.83% [423250/1251000] [338.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002237] [CE 4.334 (4.371)] [KD 3.697 (3.653)] 2024-10-16 21:16:07,918 - Train: 33.84% [423300/1251000] [338.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002237] [CE 4.111 (4.326)] [KD 3.770 (3.730)] 2024-10-16 21:16:20,349 - Train: 33.84% [423350/1251000] [338.4/1000.0] [batch_t 0.375 (0.248)] [data_t 0.009] [optim_t 0.366] [lr 0.002237] [CE 4.423 (4.291)] [KD 3.778 (3.609)] 2024-10-16 21:16:32,282 - Train: 33.84% [423400/1251000] [338.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002237] [CE 4.594 (4.296)] [KD 3.634 (3.636)] 2024-10-16 21:16:44,131 - Train: 33.85% [423450/1251000] [338.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002237] [CE 4.375 (4.281)] [KD 3.822 (3.616)] 2024-10-16 21:16:56,494 - Train: 33.85% [423500/1251000] [338.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002236] [CE 4.469 (4.338)] [KD 3.808 (3.630)] 2024-10-16 21:17:08,606 - Train: 33.86% [423550/1251000] [338.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002236] [CE 4.575 (4.289)] [KD 3.776 (3.639)] 2024-10-16 21:17:20,451 - Train: 33.86% [423600/1251000] [338.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002236] [CE 3.907 (4.160)] [KD 3.342 (3.588)] 2024-10-16 21:17:32,450 - Train: 33.86% [423650/1251000] [338.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002236] [CE 4.437 (4.273)] [KD 3.753 (3.619)] 2024-10-16 21:17:44,663 - Train: 33.87% [423700/1251000] [338.7/1000.0] [batch_t 0.315 (0.244)] [data_t 0.009] [optim_t 0.306] [lr 0.002236] [CE 4.230 (4.262)] [KD 3.758 (3.598)] 2024-10-16 21:17:56,841 - Train: 33.87% [423750/1251000] [338.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002236] [CE 3.821 (4.289)] [KD 3.537 (3.685)] 2024-10-16 21:18:09,302 - Train: 33.88% [423800/1251000] [338.8/1000.0] [batch_t 0.276 (0.249)] [data_t 0.009] [optim_t 0.267] [lr 0.002235] [CE 5.048 (4.301)] [KD 4.164 (3.673)] 2024-10-16 21:18:21,758 - Train: 33.88% [423850/1251000] [338.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002235] [CE 3.618 (4.313)] [KD 3.671 (3.711)] 2024-10-16 21:18:34,134 - Train: 33.88% [423900/1251000] [338.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002235] [CE 4.727 (4.366)] [KD 3.758 (3.636)] 2024-10-16 21:18:46,261 - Train: 33.89% [423950/1251000] [338.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002235] [CE 4.291 (4.310)] [KD 3.846 (3.629)] 2024-10-16 21:18:58,245 - Train: 33.89% [424000/1251000] [338.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002235] [CE 4.157 (4.286)] [KD 3.589 (3.650)] 2024-10-16 21:19:10,466 - Train: 33.90% [424050/1251000] [339.0/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002235] [CE 4.202 (4.298)] [KD 3.430 (3.627)] 2024-10-16 21:19:32,395 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 36962] [top5_cnt 46111] [top_all 50000] 2024-10-16 21:19:32,396 - net: 73.924 (92.222) 2024-10-16 21:19:44,810 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39539] [top5_cnt 47299] [top_all 50000] 2024-10-16 21:19:44,811 - net_E: 79.078 (94.598) 2024-10-16 21:19:45,001 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:19:45,002 - ==> Total time: 1 day, 6:06:25 Eta: 2 days, 10:42:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:19:51,750 - Train: 33.90% [424100/1251000] [339.0/1000.0] [batch_t 0.236 (0.494)] [data_t 0.009] [optim_t 0.227] [lr 0.002234] [CE 4.691 (4.374)] [KD 3.786 (3.631)] 2024-10-16 21:20:04,217 - Train: 33.90% [424150/1251000] [339.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002234] [CE 4.617 (4.315)] [KD 3.671 (3.590)] 2024-10-16 21:20:16,094 - Train: 33.91% [424200/1251000] [339.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002234] [CE 4.362 (4.367)] [KD 3.623 (3.609)] 2024-10-16 21:20:28,538 - Train: 33.91% [424250/1251000] [339.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002234] [CE 3.878 (4.243)] [KD 3.569 (3.547)] 2024-10-16 21:20:40,630 - Train: 33.92% [424300/1251000] [339.2/1000.0] [batch_t 0.398 (0.242)] [data_t 0.009] [optim_t 0.390] [lr 0.002234] [CE 4.236 (4.331)] [KD 3.685 (3.623)] 2024-10-16 21:20:52,861 - Train: 33.92% [424350/1251000] [339.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002234] [CE 4.421 (4.289)] [KD 3.623 (3.626)] 2024-10-16 21:21:04,593 - Train: 33.92% [424400/1251000] [339.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002233] [CE 4.479 (4.289)] [KD 3.958 (3.635)] 2024-10-16 21:21:16,992 - Train: 33.93% [424450/1251000] [339.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002233] [CE 4.425 (4.350)] [KD 3.549 (3.680)] 2024-10-16 21:21:28,890 - Train: 33.93% [424500/1251000] [339.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002233] [CE 4.424 (4.276)] [KD 3.798 (3.558)] 2024-10-16 21:21:41,033 - Train: 33.94% [424550/1251000] [339.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002233] [CE 4.030 (4.297)] [KD 3.374 (3.605)] 2024-10-16 21:21:53,365 - Train: 33.94% [424600/1251000] [339.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.002233] [CE 4.676 (4.240)] [KD 3.690 (3.612)] 2024-10-16 21:22:05,372 - Train: 33.94% [424650/1251000] [339.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002233] [CE 4.211 (4.295)] [KD 3.635 (3.634)] 2024-10-16 21:22:17,417 - Train: 33.95% [424700/1251000] [339.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002232] [CE 4.610 (4.270)] [KD 3.708 (3.589)] 2024-10-16 21:22:29,728 - Train: 33.95% [424750/1251000] [339.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002232] [CE 4.073 (4.349)] [KD 3.711 (3.668)] 2024-10-16 21:22:41,792 - Train: 33.96% [424800/1251000] [339.6/1000.0] [batch_t 0.298 (0.241)] [data_t 0.009] [optim_t 0.289] [lr 0.002232] [CE 3.459 (4.300)] [KD 3.341 (3.688)] 2024-10-16 21:22:54,063 - Train: 33.96% [424850/1251000] [339.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002232] [CE 4.512 (4.369)] [KD 4.015 (3.665)] 2024-10-16 21:23:06,173 - Train: 33.96% [424900/1251000] [339.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002232] [CE 4.451 (4.361)] [KD 3.941 (3.697)] 2024-10-16 21:23:18,372 - Train: 33.97% [424950/1251000] [339.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002232] [CE 5.045 (4.396)] [KD 3.817 (3.714)] 2024-10-16 21:23:30,690 - Train: 33.97% [425000/1251000] [339.7/1000.0] [batch_t 0.294 (0.246)] [data_t 0.009] [optim_t 0.285] [lr 0.002232] [CE 3.915 (4.219)] [KD 3.406 (3.574)] 2024-10-16 21:23:42,995 - Train: 33.98% [425050/1251000] [339.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002231] [CE 3.700 (4.228)] [KD 3.428 (3.617)] 2024-10-16 21:23:55,350 - Train: 33.98% [425100/1251000] [339.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002231] [CE 4.280 (4.309)] [KD 3.587 (3.640)] 2024-10-16 21:24:07,618 - Train: 33.98% [425150/1251000] [339.8/1000.0] [batch_t 0.251 (0.245)] [data_t 0.009] [optim_t 0.242] [lr 0.002231] [CE 4.222 (4.249)] [KD 3.497 (3.628)] 2024-10-16 21:24:19,987 - Train: 33.99% [425200/1251000] [339.9/1000.0] [batch_t 0.276 (0.247)] [data_t 0.009] [optim_t 0.267] [lr 0.002231] [CE 4.172 (4.337)] [KD 3.587 (3.707)] 2024-10-16 21:24:32,515 - Train: 33.99% [425250/1251000] [339.9/1000.0] [batch_t 0.279 (0.250)] [data_t 0.009] [optim_t 0.270] [lr 0.002231] [CE 4.244 (4.253)] [KD 3.657 (3.639)] 2024-10-16 21:24:45,209 - Train: 34.00% [425300/1251000] [340.0/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.002231] [CE 4.187 (4.286)] [KD 3.461 (3.676)] 2024-10-16 21:25:07,395 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37443] [top5_cnt 46256] [top_all 50000] 2024-10-16 21:25:07,395 - net: 74.886 (92.512) 2024-10-16 21:25:19,448 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 39532] [top5_cnt 47286] [top_all 50000] 2024-10-16 21:25:19,448 - net_E: 79.064 (94.572) 2024-10-16 21:25:19,624 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:25:19,624 - ==> Total time: 1 day, 6:12:00 Eta: 2 days, 10:37:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:25:26,173 - Train: 34.00% [425350/1251000] [340.0/1000.0] [batch_t 0.234 (0.493)] [data_t 0.009] [optim_t 0.225] [lr 0.002230] [CE 4.601 (4.209)] [KD 3.987 (3.555)] 2024-10-16 21:25:38,223 - Train: 34.00% [425400/1251000] [340.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002230] [CE 4.096 (4.211)] [KD 3.468 (3.556)] 2024-10-16 21:25:50,388 - Train: 34.01% [425450/1251000] [340.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002230] [CE 4.304 (4.352)] [KD 3.524 (3.642)] 2024-10-16 21:26:02,800 - Train: 34.01% [425500/1251000] [340.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.002230] [CE 4.313 (4.232)] [KD 3.773 (3.579)] 2024-10-16 21:26:14,964 - Train: 34.02% [425550/1251000] [340.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002230] [CE 4.125 (4.291)] [KD 3.450 (3.613)] 2024-10-16 21:26:27,064 - Train: 34.02% [425600/1251000] [340.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002230] [CE 3.856 (4.273)] [KD 3.068 (3.548)] 2024-10-16 21:26:39,079 - Train: 34.02% [425650/1251000] [340.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002229] [CE 4.179 (4.305)] [KD 3.620 (3.664)] 2024-10-16 21:26:51,062 - Train: 34.03% [425700/1251000] [340.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002229] [CE 4.381 (4.334)] [KD 3.747 (3.705)] 2024-10-16 21:27:03,166 - Train: 34.03% [425750/1251000] [340.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002229] [CE 4.301 (4.257)] [KD 3.714 (3.645)] 2024-10-16 21:27:15,311 - Train: 34.04% [425800/1251000] [340.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002229] [CE 4.587 (4.326)] [KD 3.886 (3.688)] 2024-10-16 21:27:27,165 - Train: 34.04% [425850/1251000] [340.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002229] [CE 4.586 (4.334)] [KD 3.893 (3.656)] 2024-10-16 21:27:39,578 - Train: 34.04% [425900/1251000] [340.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002229] [CE 3.781 (4.272)] [KD 3.823 (3.652)] 2024-10-16 21:27:51,555 - Train: 34.05% [425950/1251000] [340.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002228] [CE 4.463 (4.324)] [KD 3.732 (3.619)] 2024-10-16 21:28:03,785 - Train: 34.05% [426000/1251000] [340.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002228] [CE 4.517 (4.297)] [KD 3.707 (3.623)] 2024-10-16 21:28:15,938 - Train: 34.06% [426050/1251000] [340.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002228] [CE 4.524 (4.298)] [KD 3.863 (3.662)] 2024-10-16 21:28:28,132 - Train: 34.06% [426100/1251000] [340.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002228] [CE 4.582 (4.348)] [KD 3.865 (3.657)] 2024-10-16 21:28:40,489 - Train: 34.06% [426150/1251000] [340.6/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002228] [CE 4.248 (4.264)] [KD 3.623 (3.644)] 2024-10-16 21:28:52,959 - Train: 34.07% [426200/1251000] [340.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002228] [CE 4.648 (4.271)] [KD 3.982 (3.593)] 2024-10-16 21:29:05,086 - Train: 34.07% [426250/1251000] [340.7/1000.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.002227] [CE 4.263 (4.316)] [KD 3.835 (3.690)] 2024-10-16 21:29:17,308 - Train: 34.08% [426300/1251000] [340.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002227] [CE 3.970 (4.296)] [KD 3.445 (3.661)] 2024-10-16 21:29:29,549 - Train: 34.08% [426350/1251000] [340.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002227] [CE 4.522 (4.270)] [KD 3.795 (3.639)] 2024-10-16 21:29:41,837 - Train: 34.08% [426400/1251000] [340.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002227] [CE 4.386 (4.359)] [KD 3.662 (3.682)] 2024-10-16 21:29:54,230 - Train: 34.09% [426450/1251000] [340.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002227] [CE 4.318 (4.331)] [KD 3.729 (3.655)] 2024-10-16 21:30:06,220 - Train: 34.09% [426500/1251000] [340.9/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.002227] [CE 4.413 (4.308)] [KD 3.684 (3.635)] 2024-10-16 21:30:18,474 - Train: 34.10% [426550/1251000] [341.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002226] [CE 4.524 (4.335)] [KD 3.913 (3.712)] 2024-10-16 21:30:40,268 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37347] [top5_cnt 46202] [top_all 50000] 2024-10-16 21:30:40,268 - net: 74.694 (92.404) 2024-10-16 21:30:52,320 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 39523] [top5_cnt 47272] [top_all 50000] 2024-10-16 21:30:52,321 - net_E: 79.046 (94.544) 2024-10-16 21:30:52,478 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:30:52,479 - ==> Total time: 1 day, 6:17:33 Eta: 2 days, 10:32:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:30:58,362 - Train: 34.10% [426600/1251000] [341.0/1000.0] [batch_t 0.232 (0.496)] [data_t 0.009] [optim_t 0.223] [lr 0.002226] [CE 3.478 (4.177)] [KD 3.209 (3.569)] 2024-10-16 21:31:10,446 - Train: 34.10% [426650/1251000] [341.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002226] [CE 4.225 (4.262)] [KD 3.459 (3.618)] 2024-10-16 21:31:22,639 - Train: 34.11% [426700/1251000] [341.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002226] [CE 4.580 (4.298)] [KD 3.839 (3.617)] 2024-10-16 21:31:34,954 - Train: 34.11% [426750/1251000] [341.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002226] [CE 4.114 (4.234)] [KD 3.467 (3.596)] 2024-10-16 21:31:46,725 - Train: 34.12% [426800/1251000] [341.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002226] [CE 4.228 (4.234)] [KD 3.455 (3.532)] 2024-10-16 21:31:58,658 - Train: 34.12% [426850/1251000] [341.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002225] [CE 4.216 (4.299)] [KD 3.469 (3.599)] 2024-10-16 21:32:10,814 - Train: 34.12% [426900/1251000] [341.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002225] [CE 3.972 (4.268)] [KD 3.554 (3.564)] 2024-10-16 21:32:22,936 - Train: 34.13% [426950/1251000] [341.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002225] [CE 3.991 (4.262)] [KD 3.300 (3.622)] 2024-10-16 21:32:35,057 - Train: 34.13% [427000/1251000] [341.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002225] [CE 4.313 (4.303)] [KD 3.481 (3.632)] 2024-10-16 21:32:47,763 - Train: 34.14% [427050/1251000] [341.4/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002225] [CE 4.210 (4.367)] [KD 3.772 (3.647)] 2024-10-16 21:32:59,855 - Train: 34.14% [427100/1251000] [341.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002225] [CE 4.587 (4.251)] [KD 3.672 (3.621)] 2024-10-16 21:33:11,868 - Train: 34.14% [427150/1251000] [341.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002224] [CE 3.868 (4.261)] [KD 3.566 (3.606)] 2024-10-16 21:33:23,971 - Train: 34.15% [427200/1251000] [341.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002224] [CE 4.015 (4.270)] [KD 3.456 (3.630)] 2024-10-16 21:33:36,232 - Train: 34.15% [427250/1251000] [341.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002224] [CE 4.013 (4.215)] [KD 3.582 (3.587)] 2024-10-16 21:33:48,350 - Train: 34.16% [427300/1251000] [341.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002224] [CE 4.221 (4.289)] [KD 3.609 (3.675)] 2024-10-16 21:34:00,580 - Train: 34.16% [427350/1251000] [341.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002224] [CE 4.765 (4.274)] [KD 3.853 (3.657)] 2024-10-16 21:34:12,705 - Train: 34.16% [427400/1251000] [341.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002224] [CE 4.569 (4.347)] [KD 3.793 (3.668)] 2024-10-16 21:34:24,772 - Train: 34.17% [427450/1251000] [341.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002224] [CE 4.233 (4.290)] [KD 3.640 (3.617)] 2024-10-16 21:34:36,948 - Train: 34.17% [427500/1251000] [341.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002223] [CE 4.175 (4.243)] [KD 3.535 (3.614)] 2024-10-16 21:34:49,120 - Train: 34.18% [427550/1251000] [341.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002223] [CE 4.531 (4.379)] [KD 3.596 (3.623)] 2024-10-16 21:35:01,113 - Train: 34.18% [427600/1251000] [341.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002223] [CE 4.468 (4.190)] [KD 3.844 (3.557)] 2024-10-16 21:35:13,294 - Train: 34.18% [427650/1251000] [341.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002223] [CE 4.360 (4.370)] [KD 3.733 (3.666)] 2024-10-16 21:35:25,386 - Train: 34.19% [427700/1251000] [341.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002223] [CE 4.573 (4.327)] [KD 3.479 (3.644)] 2024-10-16 21:35:37,721 - Train: 34.19% [427750/1251000] [341.9/1000.0] [batch_t 0.292 (0.247)] [data_t 0.009] [optim_t 0.284] [lr 0.002223] [CE 4.729 (4.352)] [KD 3.779 (3.670)] 2024-10-16 21:35:50,219 - Train: 34.20% [427800/1251000] [342.0/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002222] [CE 4.608 (4.284)] [KD 3.714 (3.630)] 2024-10-16 21:36:12,836 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37290] [top5_cnt 46321] [top_all 50000] 2024-10-16 21:36:12,836 - net: 74.580 (92.642) 2024-10-16 21:36:25,447 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39505] [top5_cnt 47295] [top_all 50000] 2024-10-16 21:36:25,447 - net_E: 79.010 (94.590) 2024-10-16 21:36:25,595 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:36:25,595 - ==> Total time: 1 day, 6:23:06 Eta: 2 days, 10:27:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:36:31,528 - Train: 34.20% [427850/1251000] [342.0/1000.0] [batch_t 0.236 (0.548)] [data_t 0.009] [optim_t 0.227] [lr 0.002222] [CE 4.086 (4.250)] [KD 3.375 (3.657)] 2024-10-16 21:36:43,510 - Train: 34.20% [427900/1251000] [342.0/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002222] [CE 3.864 (4.224)] [KD 3.473 (3.629)] 2024-10-16 21:36:55,468 - Train: 34.21% [427950/1251000] [342.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002222] [CE 4.266 (4.289)] [KD 3.797 (3.652)] 2024-10-16 21:37:07,700 - Train: 34.21% [428000/1251000] [342.1/1000.0] [batch_t 0.383 (0.245)] [data_t 0.009] [optim_t 0.374] [lr 0.002222] [CE 4.258 (4.243)] [KD 3.600 (3.616)] 2024-10-16 21:37:19,734 - Train: 34.22% [428050/1251000] [342.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002222] [CE 4.236 (4.280)] [KD 3.750 (3.605)] 2024-10-16 21:37:32,198 - Train: 34.22% [428100/1251000] [342.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002221] [CE 4.093 (4.264)] [KD 3.620 (3.605)] 2024-10-16 21:37:43,947 - Train: 34.22% [428150/1251000] [342.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002221] [CE 4.076 (4.230)] [KD 3.435 (3.567)] 2024-10-16 21:37:56,146 - Train: 34.23% [428200/1251000] [342.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002221] [CE 4.673 (4.324)] [KD 3.698 (3.613)] 2024-10-16 21:38:08,048 - Train: 34.23% [428250/1251000] [342.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002221] [CE 4.034 (4.250)] [KD 3.446 (3.590)] 2024-10-16 21:38:20,112 - Train: 34.24% [428300/1251000] [342.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002221] [CE 4.643 (4.313)] [KD 3.858 (3.653)] 2024-10-16 21:38:31,950 - Train: 34.24% [428350/1251000] [342.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002221] [CE 4.418 (4.320)] [KD 3.525 (3.681)] 2024-10-16 21:38:44,082 - Train: 34.24% [428400/1251000] [342.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002220] [CE 4.104 (4.311)] [KD 3.824 (3.671)] 2024-10-16 21:38:56,012 - Train: 34.25% [428450/1251000] [342.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002220] [CE 4.392 (4.292)] [KD 3.683 (3.645)] 2024-10-16 21:39:08,321 - Train: 34.25% [428500/1251000] [342.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002220] [CE 4.397 (4.405)] [KD 3.797 (3.680)] 2024-10-16 21:39:20,378 - Train: 34.26% [428550/1251000] [342.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002220] [CE 4.398 (4.396)] [KD 3.782 (3.674)] 2024-10-16 21:39:32,300 - Train: 34.26% [428600/1251000] [342.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002220] [CE 4.330 (4.350)] [KD 3.484 (3.664)] 2024-10-16 21:39:44,441 - Train: 34.26% [428650/1251000] [342.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002220] [CE 4.166 (4.209)] [KD 3.560 (3.613)] 2024-10-16 21:39:56,626 - Train: 34.27% [428700/1251000] [342.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002219] [CE 4.177 (4.288)] [KD 3.343 (3.662)] 2024-10-16 21:40:08,641 - Train: 34.27% [428750/1251000] [342.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002219] [CE 4.395 (4.289)] [KD 3.804 (3.595)] 2024-10-16 21:40:20,654 - Train: 34.28% [428800/1251000] [342.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002219] [CE 4.321 (4.248)] [KD 3.633 (3.579)] 2024-10-16 21:40:32,834 - Train: 34.28% [428850/1251000] [342.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002219] [CE 4.553 (4.261)] [KD 3.893 (3.615)] 2024-10-16 21:40:45,250 - Train: 34.28% [428900/1251000] [342.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002219] [CE 4.005 (4.194)] [KD 3.493 (3.637)] 2024-10-16 21:40:57,435 - Train: 34.29% [428950/1251000] [342.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002219] [CE 4.199 (4.378)] [KD 3.492 (3.690)] 2024-10-16 21:41:09,568 - Train: 34.29% [429000/1251000] [342.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002218] [CE 3.886 (4.347)] [KD 3.412 (3.660)] 2024-10-16 21:41:21,976 - Train: 34.30% [429050/1251000] [343.0/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002218] [CE 3.891 (4.275)] [KD 3.204 (3.597)] 2024-10-16 21:41:44,576 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37365] [top5_cnt 46277] [top_all 50000] 2024-10-16 21:41:44,576 - net: 74.730 (92.554) 2024-10-16 21:41:56,721 - Test (net_E): 100.00% [50/50] [batch_t 0.185 (0.232)] [top1_cnt 39551] [top5_cnt 47288] [top_all 50000] 2024-10-16 21:41:56,722 - net_E: 79.102 (94.576) 2024-10-16 21:41:56,878 - Max [top1: 75.004 (epoch: 325)] [top1-ema: 79.124 (epoch: 329)] 2024-10-16 21:41:56,878 - ==> Total time: 1 day, 6:28:37 Eta: 2 days, 10:22:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:42:02,586 - Train: 34.30% [429100/1251000] [343.0/1000.0] [batch_t 0.237 (0.619)] [data_t 0.009] [optim_t 0.228] [lr 0.002218] [CE 4.188 (4.283)] [KD 3.678 (3.712)] 2024-10-16 21:42:14,487 - Train: 34.30% [429150/1251000] [343.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002218] [CE 4.203 (4.311)] [KD 3.683 (3.645)] 2024-10-16 21:42:26,540 - Train: 34.31% [429200/1251000] [343.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002218] [CE 4.472 (4.356)] [KD 3.782 (3.681)] 2024-10-16 21:42:38,512 - Train: 34.31% [429250/1251000] [343.1/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002218] [CE 3.680 (4.279)] [KD 3.272 (3.577)] 2024-10-16 21:42:50,479 - Train: 34.32% [429300/1251000] [343.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002217] [CE 4.470 (4.302)] [KD 3.781 (3.605)] 2024-10-16 21:43:02,370 - Train: 34.32% [429350/1251000] [343.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002217] [CE 4.234 (4.311)] [KD 3.354 (3.588)] 2024-10-16 21:43:14,858 - Train: 34.32% [429400/1251000] [343.2/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002217] [CE 4.388 (4.270)] [KD 3.606 (3.577)] 2024-10-16 21:43:26,586 - Train: 34.33% [429450/1251000] [343.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002217] [CE 4.710 (4.223)] [KD 3.735 (3.593)] 2024-10-16 21:43:38,508 - Train: 34.33% [429500/1251000] [343.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002217] [CE 4.417 (4.278)] [KD 3.859 (3.667)] 2024-10-16 21:43:50,751 - Train: 34.34% [429550/1251000] [343.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002217] [CE 4.370 (4.276)] [KD 3.630 (3.696)] 2024-10-16 21:44:02,739 - Train: 34.34% [429600/1251000] [343.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002216] [CE 4.058 (4.299)] [KD 3.191 (3.610)] 2024-10-16 21:44:14,559 - Train: 34.34% [429650/1251000] [343.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002216] [CE 4.113 (4.242)] [KD 3.642 (3.560)] 2024-10-16 21:44:27,134 - Train: 34.35% [429700/1251000] [343.5/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002216] [CE 3.866 (4.289)] [KD 3.480 (3.673)] 2024-10-16 21:44:39,176 - Train: 34.35% [429750/1251000] [343.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002216] [CE 4.115 (4.256)] [KD 3.465 (3.603)] 2024-10-16 21:44:51,211 - Train: 34.36% [429800/1251000] [343.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002216] [CE 4.076 (4.237)] [KD 3.662 (3.598)] 2024-10-16 21:45:03,218 - Train: 34.36% [429850/1251000] [343.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002216] [CE 4.309 (4.238)] [KD 3.689 (3.634)] 2024-10-16 21:45:15,527 - Train: 34.36% [429900/1251000] [343.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002215] [CE 4.242 (4.331)] [KD 3.562 (3.685)] 2024-10-16 21:45:27,532 - Train: 34.37% [429950/1251000] [343.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002215] [CE 3.849 (4.352)] [KD 3.299 (3.640)] 2024-10-16 21:45:39,739 - Train: 34.37% [430000/1251000] [343.7/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002215] [CE 4.516 (4.275)] [KD 3.604 (3.588)] 2024-10-16 21:45:51,916 - Train: 34.38% [430050/1251000] [343.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002215] [CE 4.595 (4.307)] [KD 3.736 (3.610)] 2024-10-16 21:46:04,018 - Train: 34.38% [430100/1251000] [343.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002215] [CE 4.407 (4.279)] [KD 3.641 (3.613)] 2024-10-16 21:46:16,216 - Train: 34.38% [430150/1251000] [343.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002215] [CE 4.092 (4.294)] [KD 3.697 (3.572)] 2024-10-16 21:46:28,421 - Train: 34.39% [430200/1251000] [343.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002214] [CE 4.401 (4.289)] [KD 3.332 (3.596)] 2024-10-16 21:46:40,420 - Train: 34.39% [430250/1251000] [343.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002214] [CE 3.951 (4.286)] [KD 3.540 (3.612)] 2024-10-16 21:46:52,469 - Train: 34.40% [430300/1251000] [344.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002214] [CE 4.433 (4.249)] [KD 3.648 (3.631)] 2024-10-16 21:47:15,439 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37579] [top5_cnt 46329] [top_all 50000] 2024-10-16 21:47:15,439 - net: 75.158 (92.658) 2024-10-16 21:47:27,724 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39569] [top5_cnt 47291] [top_all 50000] 2024-10-16 21:47:27,725 - net_E: 79.138 (94.582) 2024-10-16 21:47:27,875 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.138 (epoch: 344)] 2024-10-16 21:47:27,875 - ==> Total time: 1 day, 6:34:08 Eta: 2 days, 10:17:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:47:35,649 - Train: 34.40% [430350/1251000] [344.0/1000.0] [batch_t 0.231 (0.401)] [data_t 0.009] [optim_t 0.222] [lr 0.002214] [CE 4.775 (4.433)] [KD 3.910 (3.644)] 2024-10-16 21:47:47,365 - Train: 34.40% [430400/1251000] [344.0/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002214] [CE 4.189 (4.225)] [KD 3.536 (3.585)] 2024-10-16 21:47:59,871 - Train: 34.41% [430450/1251000] [344.1/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.002214] [CE 4.665 (4.260)] [KD 3.783 (3.611)] 2024-10-16 21:48:11,875 - Train: 34.41% [430500/1251000] [344.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002213] [CE 4.745 (4.256)] [KD 3.734 (3.578)] 2024-10-16 21:48:23,760 - Train: 34.42% [430550/1251000] [344.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002213] [CE 3.981 (4.234)] [KD 3.438 (3.557)] 2024-10-16 21:48:35,534 - Train: 34.42% [430600/1251000] [344.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002213] [CE 4.337 (4.350)] [KD 3.787 (3.667)] 2024-10-16 21:48:47,638 - Train: 34.42% [430650/1251000] [344.2/1000.0] [batch_t 0.297 (0.242)] [data_t 0.009] [optim_t 0.288] [lr 0.002213] [CE 4.416 (4.343)] [KD 3.829 (3.683)] 2024-10-16 21:48:59,521 - Train: 34.43% [430700/1251000] [344.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002213] [CE 4.292 (4.219)] [KD 3.401 (3.620)] 2024-10-16 21:49:11,419 - Train: 34.43% [430750/1251000] [344.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002213] [CE 4.345 (4.334)] [KD 3.951 (3.656)] 2024-10-16 21:49:23,451 - Train: 34.44% [430800/1251000] [344.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002212] [CE 4.063 (4.329)] [KD 3.463 (3.689)] 2024-10-16 21:49:35,780 - Train: 34.44% [430850/1251000] [344.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002212] [CE 4.209 (4.315)] [KD 3.738 (3.644)] 2024-10-16 21:49:47,714 - Train: 34.44% [430900/1251000] [344.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002212] [CE 4.148 (4.242)] [KD 3.397 (3.609)] 2024-10-16 21:49:59,600 - Train: 34.45% [430950/1251000] [344.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002212] [CE 4.269 (4.373)] [KD 3.596 (3.627)] 2024-10-16 21:50:11,908 - Train: 34.45% [431000/1251000] [344.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002212] [CE 4.270 (4.245)] [KD 3.535 (3.598)] 2024-10-16 21:50:24,159 - Train: 34.46% [431050/1251000] [344.6/1000.0] [batch_t 0.388 (0.245)] [data_t 0.009] [optim_t 0.379] [lr 0.002212] [CE 4.363 (4.299)] [KD 3.712 (3.592)] 2024-10-16 21:50:36,203 - Train: 34.46% [431100/1251000] [344.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002212] [CE 4.186 (4.305)] [KD 3.657 (3.606)] 2024-10-16 21:50:48,454 - Train: 34.46% [431150/1251000] [344.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002211] [CE 4.300 (4.297)] [KD 3.600 (3.640)] 2024-10-16 21:51:00,418 - Train: 34.47% [431200/1251000] [344.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002211] [CE 4.268 (4.264)] [KD 3.727 (3.577)] 2024-10-16 21:51:12,502 - Train: 34.47% [431250/1251000] [344.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002211] [CE 4.177 (4.345)] [KD 3.554 (3.700)] 2024-10-16 21:51:24,858 - Train: 34.48% [431300/1251000] [344.8/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002211] [CE 4.147 (4.373)] [KD 3.519 (3.693)] 2024-10-16 21:51:37,104 - Train: 34.48% [431350/1251000] [344.8/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002211] [CE 4.037 (4.229)] [KD 3.433 (3.566)] 2024-10-16 21:51:49,130 - Train: 34.48% [431400/1251000] [344.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002211] [CE 3.613 (4.261)] [KD 3.266 (3.616)] 2024-10-16 21:52:01,607 - Train: 34.49% [431450/1251000] [344.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002210] [CE 4.066 (4.272)] [KD 3.480 (3.615)] 2024-10-16 21:52:13,740 - Train: 34.49% [431500/1251000] [344.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002210] [CE 4.434 (4.301)] [KD 3.647 (3.612)] 2024-10-16 21:52:25,688 - Train: 34.50% [431550/1251000] [345.0/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002210] [CE 4.323 (4.362)] [KD 3.751 (3.688)] 2024-10-16 21:52:48,421 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 37347] [top5_cnt 46254] [top_all 50000] 2024-10-16 21:52:48,421 - net: 74.694 (92.508) 2024-10-16 21:53:00,721 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39562] [top5_cnt 47271] [top_all 50000] 2024-10-16 21:53:00,721 - net_E: 79.124 (94.542) 2024-10-16 21:53:00,891 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.138 (epoch: 344)] 2024-10-16 21:53:00,891 - ==> Total time: 1 day, 6:39:41 Eta: 2 days, 10:12:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:53:11,370 - Train: 34.50% [431600/1251000] [345.0/1000.0] [batch_t 0.232 (0.449)] [data_t 0.009] [optim_t 0.223] [lr 0.002210] [CE 3.439 (3.986)] [KD 3.091 (3.393)] 2024-10-16 21:53:23,987 - Train: 34.50% [431650/1251000] [345.0/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.002210] [CE 3.676 (4.286)] [KD 3.421 (3.579)] 2024-10-16 21:53:35,993 - Train: 34.51% [431700/1251000] [345.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002210] [CE 4.608 (4.347)] [KD 3.878 (3.643)] 2024-10-16 21:53:47,773 - Train: 34.51% [431750/1251000] [345.1/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002209] [CE 4.026 (4.293)] [KD 3.472 (3.579)] 2024-10-16 21:54:00,241 - Train: 34.52% [431800/1251000] [345.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002209] [CE 4.459 (4.212)] [KD 3.529 (3.563)] 2024-10-16 21:54:12,310 - Train: 34.52% [431850/1251000] [345.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002209] [CE 4.166 (4.264)] [KD 3.539 (3.568)] 2024-10-16 21:54:24,523 - Train: 34.52% [431900/1251000] [345.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002209] [CE 4.651 (4.301)] [KD 3.774 (3.660)] 2024-10-16 21:54:36,854 - Train: 34.53% [431950/1251000] [345.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002209] [CE 4.444 (4.270)] [KD 3.799 (3.642)] 2024-10-16 21:54:49,260 - Train: 34.53% [432000/1251000] [345.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002209] [CE 4.628 (4.311)] [KD 3.692 (3.607)] 2024-10-16 21:55:01,251 - Train: 34.54% [432050/1251000] [345.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002208] [CE 4.437 (4.309)] [KD 3.753 (3.635)] 2024-10-16 21:55:13,188 - Train: 34.54% [432100/1251000] [345.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002208] [CE 4.507 (4.237)] [KD 3.775 (3.615)] 2024-10-16 21:55:25,549 - Train: 34.54% [432150/1251000] [345.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002208] [CE 4.564 (4.280)] [KD 3.939 (3.624)] 2024-10-16 21:55:37,904 - Train: 34.55% [432200/1251000] [345.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002208] [CE 4.457 (4.336)] [KD 3.585 (3.651)] 2024-10-16 21:55:49,762 - Train: 34.55% [432250/1251000] [345.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002208] [CE 4.592 (4.278)] [KD 3.775 (3.572)] 2024-10-16 21:56:02,144 - Train: 34.56% [432300/1251000] [345.6/1000.0] [batch_t 0.369 (0.248)] [data_t 0.009] [optim_t 0.360] [lr 0.002208] [CE 4.230 (4.320)] [KD 3.669 (3.674)] 2024-10-16 21:56:14,140 - Train: 34.56% [432350/1251000] [345.6/1000.0] [batch_t 0.253 (0.240)] [data_t 0.029] [optim_t 0.224] [lr 0.002207] [CE 4.219 (4.262)] [KD 3.478 (3.616)] 2024-10-16 21:56:26,251 - Train: 34.56% [432400/1251000] [345.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002207] [CE 4.231 (4.268)] [KD 3.519 (3.624)] 2024-10-16 21:56:38,233 - Train: 34.57% [432450/1251000] [345.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002207] [CE 4.396 (4.350)] [KD 3.841 (3.676)] 2024-10-16 21:56:50,123 - Train: 34.57% [432500/1251000] [345.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002207] [CE 4.658 (4.209)] [KD 3.994 (3.612)] 2024-10-16 21:57:02,422 - Train: 34.58% [432550/1251000] [345.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002207] [CE 3.568 (4.214)] [KD 3.455 (3.638)] 2024-10-16 21:57:14,971 - Train: 34.58% [432600/1251000] [345.8/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002207] [CE 4.859 (4.314)] [KD 3.898 (3.658)] 2024-10-16 21:57:27,140 - Train: 34.58% [432650/1251000] [345.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002206] [CE 4.539 (4.217)] [KD 3.670 (3.543)] 2024-10-16 21:57:39,063 - Train: 34.59% [432700/1251000] [345.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002206] [CE 4.358 (4.287)] [KD 3.696 (3.579)] 2024-10-16 21:57:51,005 - Train: 34.59% [432750/1251000] [345.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002206] [CE 4.482 (4.298)] [KD 3.699 (3.602)] 2024-10-16 21:58:03,124 - Train: 34.60% [432800/1251000] [346.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002206] [CE 4.360 (4.282)] [KD 3.765 (3.631)] 2024-10-16 21:58:26,326 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.240)] [top1_cnt 37247] [top5_cnt 46179] [top_all 50000] 2024-10-16 21:58:26,327 - net: 74.494 (92.358) 2024-10-16 21:58:38,701 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39552] [top5_cnt 47265] [top_all 50000] 2024-10-16 21:58:38,701 - net_E: 79.104 (94.530) 2024-10-16 21:58:38,866 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.138 (epoch: 344)] 2024-10-16 21:58:38,866 - ==> Total time: 1 day, 6:45:19 Eta: 2 days, 10:07:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 21:58:43,201 - Train: 34.60% [432850/1251000] [346.0/1000.0] [batch_t 0.341 (0.685)] [data_t 0.117] [optim_t 0.224] [lr 0.002206] [CE 4.315 (4.345)] [KD 3.414 (3.654)] 2024-10-16 21:58:55,152 - Train: 34.60% [432900/1251000] [346.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002206] [CE 4.570 (4.336)] [KD 3.663 (3.597)] 2024-10-16 21:59:07,707 - Train: 34.61% [432950/1251000] [346.1/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002205] [CE 4.261 (4.269)] [KD 3.518 (3.589)] 2024-10-16 21:59:19,879 - Train: 34.61% [433000/1251000] [346.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002205] [CE 4.439 (4.283)] [KD 3.700 (3.619)] 2024-10-16 21:59:31,839 - Train: 34.62% [433050/1251000] [346.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002205] [CE 3.766 (4.223)] [KD 3.332 (3.544)] 2024-10-16 21:59:43,730 - Train: 34.62% [433100/1251000] [346.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002205] [CE 3.791 (4.270)] [KD 3.615 (3.576)] 2024-10-16 21:59:55,578 - Train: 34.62% [433150/1251000] [346.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002205] [CE 4.262 (4.241)] [KD 3.975 (3.601)] 2024-10-16 22:00:07,633 - Train: 34.63% [433200/1251000] [346.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002205] [CE 4.487 (4.262)] [KD 3.262 (3.565)] 2024-10-16 22:00:19,850 - Train: 34.63% [433250/1251000] [346.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002204] [CE 4.470 (4.276)] [KD 3.802 (3.599)] 2024-10-16 22:00:31,902 - Train: 34.64% [433300/1251000] [346.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002204] [CE 4.746 (4.287)] [KD 3.859 (3.620)] 2024-10-16 22:00:43,768 - Train: 34.64% [433350/1251000] [346.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002204] [CE 4.441 (4.306)] [KD 3.683 (3.604)] 2024-10-16 22:00:55,802 - Train: 34.64% [433400/1251000] [346.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002204] [CE 4.358 (4.320)] [KD 3.605 (3.637)] 2024-10-16 22:01:07,663 - Train: 34.65% [433450/1251000] [346.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002204] [CE 4.081 (4.243)] [KD 3.290 (3.527)] 2024-10-16 22:01:19,530 - Train: 34.65% [433500/1251000] [346.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002204] [CE 4.375 (4.303)] [KD 3.614 (3.604)] 2024-10-16 22:01:31,343 - Train: 34.66% [433550/1251000] [346.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002203] [CE 4.168 (4.292)] [KD 3.455 (3.565)] 2024-10-16 22:01:43,645 - Train: 34.66% [433600/1251000] [346.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002203] [CE 4.393 (4.207)] [KD 3.505 (3.612)] 2024-10-16 22:01:56,043 - Train: 34.66% [433650/1251000] [346.6/1000.0] [batch_t 0.279 (0.248)] [data_t 0.009] [optim_t 0.270] [lr 0.002203] [CE 4.545 (4.343)] [KD 3.816 (3.652)] 2024-10-16 22:02:08,127 - Train: 34.67% [433700/1251000] [346.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002203] [CE 4.287 (4.266)] [KD 3.474 (3.605)] 2024-10-16 22:02:19,979 - Train: 34.67% [433750/1251000] [346.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002203] [CE 4.468 (4.266)] [KD 3.681 (3.608)] 2024-10-16 22:02:31,966 - Train: 34.68% [433800/1251000] [346.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002203] [CE 4.626 (4.276)] [KD 3.773 (3.652)] 2024-10-16 22:02:43,889 - Train: 34.68% [433850/1251000] [346.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002202] [CE 4.176 (4.287)] [KD 3.554 (3.606)] 2024-10-16 22:02:55,976 - Train: 34.68% [433900/1251000] [346.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002202] [CE 4.142 (4.212)] [KD 3.449 (3.602)] 2024-10-16 22:03:08,303 - Train: 34.69% [433950/1251000] [346.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002202] [CE 4.103 (4.249)] [KD 3.390 (3.627)] 2024-10-16 22:03:20,456 - Train: 34.69% [434000/1251000] [346.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002202] [CE 4.643 (4.335)] [KD 3.788 (3.695)] 2024-10-16 22:03:32,433 - Train: 34.70% [434050/1251000] [347.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002202] [CE 3.973 (4.374)] [KD 3.427 (3.687)] 2024-10-16 22:03:56,144 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 37325] [top5_cnt 46209] [top_all 50000] 2024-10-16 22:03:56,144 - net: 74.650 (92.418) 2024-10-16 22:04:08,481 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39549] [top5_cnt 47279] [top_all 50000] 2024-10-16 22:04:08,481 - net_E: 79.098 (94.558) 2024-10-16 22:04:08,638 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.138 (epoch: 344)] 2024-10-16 22:04:08,638 - ==> Total time: 1 day, 6:50:49 Eta: 2 days, 10:02:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:04:13,373 - Train: 34.70% [434100/1251000] [347.0/1000.0] [batch_t 0.240 (1.159)] [data_t 0.009] [optim_t 0.232] [lr 0.002202] [CE 3.891 (3.981)] [KD 3.446 (3.592)] 2024-10-16 22:04:25,406 - Train: 34.70% [434150/1251000] [347.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002201] [CE 4.789 (4.272)] [KD 3.877 (3.582)] 2024-10-16 22:04:38,146 - Train: 34.71% [434200/1251000] [347.1/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.002201] [CE 4.500 (4.244)] [KD 3.783 (3.598)] 2024-10-16 22:04:50,114 - Train: 34.71% [434250/1251000] [347.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002201] [CE 4.390 (4.301)] [KD 3.670 (3.578)] 2024-10-16 22:05:01,978 - Train: 34.72% [434300/1251000] [347.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002201] [CE 4.269 (4.323)] [KD 3.551 (3.580)] 2024-10-16 22:05:13,906 - Train: 34.72% [434350/1251000] [347.2/1000.0] [batch_t 0.312 (0.238)] [data_t 0.009] [optim_t 0.303] [lr 0.002201] [CE 4.289 (4.288)] [KD 3.758 (3.535)] 2024-10-16 22:05:26,056 - Train: 34.72% [434400/1251000] [347.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002201] [CE 4.645 (4.341)] [KD 3.799 (3.631)] 2024-10-16 22:05:37,991 - Train: 34.73% [434450/1251000] [347.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002200] [CE 3.873 (4.254)] [KD 3.490 (3.618)] 2024-10-16 22:05:50,157 - Train: 34.73% [434500/1251000] [347.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002200] [CE 4.841 (4.307)] [KD 3.885 (3.616)] 2024-10-16 22:06:01,986 - Train: 34.74% [434550/1251000] [347.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002200] [CE 3.818 (4.178)] [KD 3.206 (3.558)] 2024-10-16 22:06:14,236 - Train: 34.74% [434600/1251000] [347.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002200] [CE 3.967 (4.191)] [KD 3.485 (3.495)] 2024-10-16 22:06:26,337 - Train: 34.74% [434650/1251000] [347.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002200] [CE 4.142 (4.270)] [KD 3.620 (3.582)] 2024-10-16 22:06:38,212 - Train: 34.75% [434700/1251000] [347.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002200] [CE 4.304 (4.347)] [KD 3.523 (3.673)] 2024-10-16 22:06:49,917 - Train: 34.75% [434750/1251000] [347.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002199] [CE 4.097 (4.253)] [KD 3.395 (3.589)] 2024-10-16 22:07:02,200 - Train: 34.76% [434800/1251000] [347.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002199] [CE 4.589 (4.293)] [KD 3.854 (3.590)] 2024-10-16 22:07:14,178 - Train: 34.76% [434850/1251000] [347.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002199] [CE 3.916 (4.348)] [KD 3.386 (3.683)] 2024-10-16 22:07:25,940 - Train: 34.76% [434900/1251000] [347.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002199] [CE 3.771 (4.246)] [KD 3.202 (3.591)] 2024-10-16 22:07:37,943 - Train: 34.77% [434950/1251000] [347.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002199] [CE 3.986 (4.304)] [KD 3.434 (3.637)] 2024-10-16 22:07:50,201 - Train: 34.77% [435000/1251000] [347.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002199] [CE 4.293 (4.214)] [KD 3.390 (3.590)] 2024-10-16 22:08:02,093 - Train: 34.78% [435050/1251000] [347.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002198] [CE 4.149 (4.353)] [KD 3.593 (3.689)] 2024-10-16 22:08:13,817 - Train: 34.78% [435100/1251000] [347.8/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002198] [CE 4.429 (4.368)] [KD 3.715 (3.657)] 2024-10-16 22:08:26,033 - Train: 34.78% [435150/1251000] [347.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002198] [CE 3.944 (4.331)] [KD 3.323 (3.657)] 2024-10-16 22:08:38,424 - Train: 34.79% [435200/1251000] [347.9/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002198] [CE 4.128 (4.330)] [KD 3.620 (3.645)] 2024-10-16 22:08:50,625 - Train: 34.79% [435250/1251000] [347.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002198] [CE 4.222 (4.320)] [KD 3.618 (3.619)] 2024-10-16 22:09:02,665 - Train: 34.80% [435300/1251000] [348.0/1000.0] [batch_t 0.263 (0.241)] [data_t 0.009] [optim_t 0.254] [lr 0.002198] [CE 4.336 (4.257)] [KD 3.500 (3.591)] 2024-10-16 22:09:26,927 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37475] [top5_cnt 46283] [top_all 50000] 2024-10-16 22:09:26,927 - net: 74.950 (92.566) 2024-10-16 22:09:39,000 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 39577] [top5_cnt 47284] [top_all 50000] 2024-10-16 22:09:39,001 - net_E: 79.154 (94.568) 2024-10-16 22:09:39,175 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.154 (epoch: 348)] 2024-10-16 22:09:39,176 - ==> Total time: 1 day, 6:56:19 Eta: 2 days, 9:57:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:09:45,402 - Train: 34.80% [435350/1251000] [348.0/1000.0] [batch_t 0.236 (0.780)] [data_t 0.009] [optim_t 0.227] [lr 0.002197] [CE 4.314 (4.287)] [KD 3.734 (3.544)] 2024-10-16 22:09:57,728 - Train: 34.80% [435400/1251000] [348.0/1000.0] [batch_t 0.461 (0.246)] [data_t 0.009] [optim_t 0.452] [lr 0.002197] [CE 4.251 (4.211)] [KD 3.648 (3.559)] 2024-10-16 22:10:10,068 - Train: 34.81% [435450/1251000] [348.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002197] [CE 4.426 (4.262)] [KD 3.782 (3.569)] 2024-10-16 22:10:22,162 - Train: 34.81% [435500/1251000] [348.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002197] [CE 3.827 (4.231)] [KD 3.350 (3.485)] 2024-10-16 22:10:33,928 - Train: 34.82% [435550/1251000] [348.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.002197] [CE 4.027 (4.267)] [KD 3.489 (3.599)] 2024-10-16 22:10:45,938 - Train: 34.82% [435600/1251000] [348.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002197] [CE 4.658 (4.365)] [KD 3.799 (3.524)] 2024-10-16 22:10:58,053 - Train: 34.82% [435650/1251000] [348.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002196] [CE 4.180 (4.235)] [KD 3.588 (3.595)] 2024-10-16 22:11:09,936 - Train: 34.83% [435700/1251000] [348.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002196] [CE 4.505 (4.283)] [KD 3.428 (3.641)] 2024-10-16 22:11:22,174 - Train: 34.83% [435750/1251000] [348.3/1000.0] [batch_t 0.303 (0.245)] [data_t 0.009] [optim_t 0.294] [lr 0.002196] [CE 3.988 (4.320)] [KD 3.259 (3.639)] 2024-10-16 22:11:34,216 - Train: 34.84% [435800/1251000] [348.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002196] [CE 4.294 (4.235)] [KD 3.417 (3.478)] 2024-10-16 22:11:46,462 - Train: 34.84% [435850/1251000] [348.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002196] [CE 4.409 (4.255)] [KD 3.608 (3.580)] 2024-10-16 22:11:58,353 - Train: 34.84% [435900/1251000] [348.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002196] [CE 4.765 (4.271)] [KD 3.726 (3.608)] 2024-10-16 22:12:10,544 - Train: 34.85% [435950/1251000] [348.5/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002195] [CE 4.185 (4.328)] [KD 3.556 (3.660)] 2024-10-16 22:12:22,578 - Train: 34.85% [436000/1251000] [348.5/1000.0] [batch_t 0.266 (0.241)] [data_t 0.009] [optim_t 0.257] [lr 0.002195] [CE 4.675 (4.182)] [KD 4.062 (3.615)] 2024-10-16 22:12:34,843 - Train: 34.86% [436050/1251000] [348.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002195] [CE 4.211 (4.255)] [KD 3.750 (3.558)] 2024-10-16 22:12:47,101 - Train: 34.86% [436100/1251000] [348.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002195] [CE 3.944 (4.251)] [KD 3.418 (3.604)] 2024-10-16 22:12:59,296 - Train: 34.86% [436150/1251000] [348.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002195] [CE 3.820 (4.327)] [KD 3.302 (3.608)] 2024-10-16 22:13:11,363 - Train: 34.87% [436200/1251000] [348.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002195] [CE 3.904 (4.310)] [KD 3.353 (3.622)] 2024-10-16 22:13:23,449 - Train: 34.87% [436250/1251000] [348.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002194] [CE 4.723 (4.192)] [KD 3.583 (3.537)] 2024-10-16 22:13:35,296 - Train: 34.88% [436300/1251000] [348.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002194] [CE 3.785 (4.187)] [KD 3.459 (3.574)] 2024-10-16 22:13:47,612 - Train: 34.88% [436350/1251000] [348.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002194] [CE 4.211 (4.348)] [KD 3.654 (3.671)] 2024-10-16 22:14:00,053 - Train: 34.88% [436400/1251000] [348.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002194] [CE 4.192 (4.382)] [KD 3.596 (3.695)] 2024-10-16 22:14:12,419 - Train: 34.89% [436450/1251000] [348.9/1000.0] [batch_t 0.278 (0.247)] [data_t 0.009] [optim_t 0.269] [lr 0.002194] [CE 4.309 (4.289)] [KD 3.733 (3.648)] 2024-10-16 22:14:24,986 - Train: 34.89% [436500/1251000] [348.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.002194] [CE 4.008 (4.277)] [KD 3.558 (3.625)] 2024-10-16 22:14:37,169 - Train: 34.90% [436550/1251000] [349.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002193] [CE 4.504 (4.269)] [KD 3.815 (3.633)] 2024-10-16 22:15:01,023 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 37521] [top5_cnt 46283] [top_all 50000] 2024-10-16 22:15:01,024 - net: 75.042 (92.566) 2024-10-16 22:15:13,052 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 39564] [top5_cnt 47297] [top_all 50000] 2024-10-16 22:15:13,053 - net_E: 79.128 (94.594) 2024-10-16 22:15:13,217 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.154 (epoch: 348)] 2024-10-16 22:15:13,217 - ==> Total time: 1 day, 7:01:53 Eta: 2 days, 9:53:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:15:17,089 - Train: 34.90% [436600/1251000] [349.0/1000.0] [batch_t 2.497 (2.497)] [data_t 1.346] [optim_t 1.151] [lr 0.002193] [CE 4.172 (4.172)] [KD 3.530 (3.530)] 2024-10-16 22:15:29,385 - Train: 34.90% [436650/1251000] [349.0/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002193] [CE 4.140 (4.243)] [KD 3.484 (3.542)] 2024-10-16 22:15:41,565 - Train: 34.91% [436700/1251000] [349.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002193] [CE 4.469 (4.251)] [KD 3.589 (3.547)] 2024-10-16 22:15:53,749 - Train: 34.91% [436750/1251000] [349.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002193] [CE 4.389 (4.246)] [KD 3.345 (3.503)] 2024-10-16 22:16:05,803 - Train: 34.92% [436800/1251000] [349.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002193] [CE 4.195 (4.244)] [KD 3.558 (3.595)] 2024-10-16 22:16:17,498 - Train: 34.92% [436850/1251000] [349.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002192] [CE 4.041 (4.262)] [KD 3.368 (3.587)] 2024-10-16 22:16:29,525 - Train: 34.92% [436900/1251000] [349.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002192] [CE 3.878 (4.257)] [KD 3.479 (3.597)] 2024-10-16 22:16:41,849 - Train: 34.93% [436950/1251000] [349.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002192] [CE 4.253 (4.278)] [KD 3.812 (3.578)] 2024-10-16 22:16:53,612 - Train: 34.93% [437000/1251000] [349.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002192] [CE 4.719 (4.231)] [KD 3.713 (3.608)] 2024-10-16 22:17:05,392 - Train: 34.94% [437050/1251000] [349.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002192] [CE 4.758 (4.302)] [KD 3.875 (3.674)] 2024-10-16 22:17:17,503 - Train: 34.94% [437100/1251000] [349.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002192] [CE 3.790 (4.291)] [KD 3.490 (3.656)] 2024-10-16 22:17:29,644 - Train: 34.94% [437150/1251000] [349.4/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002192] [CE 4.533 (4.316)] [KD 3.822 (3.655)] 2024-10-16 22:17:41,383 - Train: 34.95% [437200/1251000] [349.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002191] [CE 4.400 (4.307)] [KD 3.707 (3.615)] 2024-10-16 22:17:53,367 - Train: 34.95% [437250/1251000] [349.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002191] [CE 4.086 (4.289)] [KD 3.665 (3.674)] 2024-10-16 22:18:05,682 - Train: 34.96% [437300/1251000] [349.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002191] [CE 4.269 (4.256)] [KD 3.634 (3.591)] 2024-10-16 22:18:17,715 - Train: 34.96% [437350/1251000] [349.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002191] [CE 3.982 (4.295)] [KD 3.235 (3.585)] 2024-10-16 22:18:29,513 - Train: 34.96% [437400/1251000] [349.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002191] [CE 4.252 (4.218)] [KD 3.667 (3.543)] 2024-10-16 22:18:41,609 - Train: 34.97% [437450/1251000] [349.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002191] [CE 4.570 (4.271)] [KD 3.698 (3.573)] 2024-10-16 22:18:53,749 - Train: 34.97% [437500/1251000] [349.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002190] [CE 4.634 (4.379)] [KD 3.602 (3.651)] 2024-10-16 22:19:05,828 - Train: 34.98% [437550/1251000] [349.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002190] [CE 4.562 (4.345)] [KD 3.720 (3.629)] 2024-10-16 22:19:17,818 - Train: 34.98% [437600/1251000] [349.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002190] [CE 4.404 (4.315)] [KD 3.679 (3.600)] 2024-10-16 22:19:29,660 - Train: 34.98% [437650/1251000] [349.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002190] [CE 3.810 (4.292)] [KD 3.272 (3.636)] 2024-10-16 22:19:41,777 - Train: 34.99% [437700/1251000] [349.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002190] [CE 3.946 (4.252)] [KD 3.376 (3.634)] 2024-10-16 22:19:53,952 - Train: 34.99% [437750/1251000] [349.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002190] [CE 4.568 (4.321)] [KD 3.682 (3.618)] 2024-10-16 22:20:05,987 - Train: 35.00% [437800/1251000] [350.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002189] [CE 4.409 (4.262)] [KD 3.596 (3.620)] 2024-10-16 22:20:17,697 - Train: 35.00% [437850/1251000] [350.0/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002189] [CE 4.694 (4.280)] [KD 3.935 (3.624)] 2024-10-16 22:20:30,042 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37385] [top5_cnt 46254] [top_all 50000] 2024-10-16 22:20:30,042 - net: 74.770 (92.508) 2024-10-16 22:20:42,260 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39553] [top5_cnt 47298] [top_all 50000] 2024-10-16 22:20:42,261 - net_E: 79.106 (94.596) 2024-10-16 22:20:42,434 - Max [top1: 75.158 (epoch: 344)] [top1-ema: 79.154 (epoch: 348)] 2024-10-16 22:20:42,434 - ==> Total time: 1 day, 7:07:23 Eta: 2 days, 9:47:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:20:58,453 - Train: 35.00% [437900/1251000] [350.0/1000.0] [batch_t 0.235 (0.293)] [data_t 0.009] [optim_t 0.226] [lr 0.002189] [CE 4.443 (4.249)] [KD 3.740 (3.544)] 2024-10-16 22:21:10,299 - Train: 35.01% [437950/1251000] [350.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002189] [CE 4.211 (4.243)] [KD 3.474 (3.521)] 2024-10-16 22:21:22,629 - Train: 35.01% [438000/1251000] [350.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002189] [CE 3.882 (4.222)] [KD 3.606 (3.535)] 2024-10-16 22:21:34,313 - Train: 35.02% [438050/1251000] [350.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002189] [CE 4.181 (4.262)] [KD 3.406 (3.547)] 2024-10-16 22:21:46,454 - Train: 35.02% [438100/1251000] [350.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002188] [CE 4.698 (4.305)] [KD 3.839 (3.600)] 2024-10-16 22:21:58,595 - Train: 35.02% [438150/1251000] [350.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002188] [CE 4.001 (4.268)] [KD 3.733 (3.581)] 2024-10-16 22:22:11,078 - Train: 35.03% [438200/1251000] [350.3/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002188] [CE 3.906 (4.351)] [KD 3.612 (3.660)] 2024-10-16 22:22:22,973 - Train: 35.03% [438250/1251000] [350.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002188] [CE 4.001 (4.205)] [KD 3.560 (3.553)] 2024-10-16 22:22:35,438 - Train: 35.04% [438300/1251000] [350.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002188] [CE 3.940 (4.297)] [KD 3.536 (3.609)] 2024-10-16 22:22:47,749 - Train: 35.04% [438350/1251000] [350.4/1000.0] [batch_t 0.531 (0.246)] [data_t 0.009] [optim_t 0.522] [lr 0.002188] [CE 4.451 (4.298)] [KD 3.554 (3.637)] 2024-10-16 22:22:59,688 - Train: 35.04% [438400/1251000] [350.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002187] [CE 4.554 (4.300)] [KD 3.788 (3.629)] 2024-10-16 22:23:12,064 - Train: 35.05% [438450/1251000] [350.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002187] [CE 4.434 (4.219)] [KD 3.561 (3.562)] 2024-10-16 22:23:24,258 - Train: 35.05% [438500/1251000] [350.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002187] [CE 4.713 (4.295)] [KD 3.675 (3.642)] 2024-10-16 22:23:36,501 - Train: 35.06% [438550/1251000] [350.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002187] [CE 4.247 (4.283)] [KD 3.537 (3.588)] 2024-10-16 22:23:48,622 - Train: 35.06% [438600/1251000] [350.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002187] [CE 4.027 (4.267)] [KD 3.355 (3.578)] 2024-10-16 22:24:00,931 - Train: 35.06% [438650/1251000] [350.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002187] [CE 4.660 (4.346)] [KD 3.844 (3.615)] 2024-10-16 22:24:13,315 - Train: 35.07% [438700/1251000] [350.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002186] [CE 4.079 (4.320)] [KD 3.258 (3.601)] 2024-10-16 22:24:25,557 - Train: 35.07% [438750/1251000] [350.7/1000.0] [batch_t 0.398 (0.245)] [data_t 0.009] [optim_t 0.389] [lr 0.002186] [CE 4.110 (4.280)] [KD 3.606 (3.560)] 2024-10-16 22:24:37,751 - Train: 35.08% [438800/1251000] [350.8/1000.0] [batch_t 0.270 (0.244)] [data_t 0.009] [optim_t 0.261] [lr 0.002186] [CE 4.329 (4.344)] [KD 3.934 (3.662)] 2024-10-16 22:24:49,986 - Train: 35.08% [438850/1251000] [350.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002186] [CE 4.575 (4.360)] [KD 3.552 (3.688)] 2024-10-16 22:25:02,223 - Train: 35.08% [438900/1251000] [350.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002186] [CE 4.105 (4.270)] [KD 3.557 (3.600)] 2024-10-16 22:25:14,497 - Train: 35.09% [438950/1251000] [350.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002186] [CE 3.525 (4.235)] [KD 3.417 (3.596)] 2024-10-16 22:25:26,604 - Train: 35.09% [439000/1251000] [350.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002185] [CE 4.084 (4.293)] [KD 3.425 (3.638)] 2024-10-16 22:25:38,748 - Train: 35.10% [439050/1251000] [351.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002185] [CE 4.704 (4.157)] [KD 3.942 (3.543)] 2024-10-16 22:25:50,556 - Train: 35.10% [439100/1251000] [351.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002185] [CE 3.598 (4.315)] [KD 3.091 (3.615)] 2024-10-16 22:26:03,280 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 37680] [top5_cnt 46330] [top_all 50000] 2024-10-16 22:26:03,280 - net: 75.360 (92.660) 2024-10-16 22:26:15,512 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39586] [top5_cnt 47324] [top_all 50000] 2024-10-16 22:26:15,513 - net_E: 79.172 (94.648) 2024-10-16 22:26:15,680 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.172 (epoch: 351)] 2024-10-16 22:26:15,680 - ==> Total time: 1 day, 7:12:56 Eta: 2 days, 9:43:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:26:33,324 - Train: 35.10% [439150/1251000] [351.0/1000.0] [batch_t 0.232 (0.255)] [data_t 0.009] [optim_t 0.223] [lr 0.002185] [CE 4.476 (4.185)] [KD 3.551 (3.487)] 2024-10-16 22:26:45,983 - Train: 35.11% [439200/1251000] [351.1/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002185] [CE 4.014 (4.225)] [KD 3.497 (3.518)] 2024-10-16 22:26:58,096 - Train: 35.11% [439250/1251000] [351.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002185] [CE 4.609 (4.341)] [KD 3.872 (3.632)] 2024-10-16 22:27:09,838 - Train: 35.12% [439300/1251000] [351.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002184] [CE 4.644 (4.281)] [KD 3.743 (3.609)] 2024-10-16 22:27:21,679 - Train: 35.12% [439350/1251000] [351.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002184] [CE 4.574 (4.274)] [KD 3.679 (3.659)] 2024-10-16 22:27:33,806 - Train: 35.12% [439400/1251000] [351.2/1000.0] [batch_t 0.391 (0.242)] [data_t 0.009] [optim_t 0.382] [lr 0.002184] [CE 4.539 (4.243)] [KD 3.812 (3.598)] 2024-10-16 22:27:45,951 - Train: 35.13% [439450/1251000] [351.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002184] [CE 4.230 (4.211)] [KD 3.493 (3.567)] 2024-10-16 22:27:58,199 - Train: 35.13% [439500/1251000] [351.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002184] [CE 4.342 (4.240)] [KD 3.755 (3.591)] 2024-10-16 22:28:10,012 - Train: 35.14% [439550/1251000] [351.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002184] [CE 4.229 (4.388)] [KD 3.435 (3.649)] 2024-10-16 22:28:22,079 - Train: 35.14% [439600/1251000] [351.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002183] [CE 4.331 (4.309)] [KD 3.600 (3.570)] 2024-10-16 22:28:34,472 - Train: 35.14% [439650/1251000] [351.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002183] [CE 3.700 (4.348)] [KD 3.469 (3.583)] 2024-10-16 22:28:46,470 - Train: 35.15% [439700/1251000] [351.5/1000.0] [batch_t 0.265 (0.240)] [data_t 0.009] [optim_t 0.256] [lr 0.002183] [CE 4.497 (4.313)] [KD 3.390 (3.643)] 2024-10-16 22:28:58,741 - Train: 35.15% [439750/1251000] [351.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002183] [CE 3.877 (4.270)] [KD 3.535 (3.596)] 2024-10-16 22:29:10,988 - Train: 35.16% [439800/1251000] [351.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002183] [CE 4.268 (4.267)] [KD 3.615 (3.618)] 2024-10-16 22:29:23,314 - Train: 35.16% [439850/1251000] [351.6/1000.0] [batch_t 0.375 (0.246)] [data_t 0.009] [optim_t 0.365] [lr 0.002183] [CE 4.100 (4.288)] [KD 3.352 (3.657)] 2024-10-16 22:29:35,078 - Train: 35.16% [439900/1251000] [351.6/1000.0] [batch_t 0.253 (0.235)] [data_t 0.009] [optim_t 0.244] [lr 0.002182] [CE 4.154 (4.308)] [KD 3.416 (3.621)] 2024-10-16 22:29:47,294 - Train: 35.17% [439950/1251000] [351.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002182] [CE 4.166 (4.268)] [KD 3.627 (3.543)] 2024-10-16 22:29:59,459 - Train: 35.17% [440000/1251000] [351.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002182] [CE 4.486 (4.364)] [KD 3.721 (3.603)] 2024-10-16 22:30:11,808 - Train: 35.18% [440050/1251000] [351.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002182] [CE 4.771 (4.317)] [KD 3.731 (3.605)] 2024-10-16 22:30:24,276 - Train: 35.18% [440100/1251000] [351.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002182] [CE 4.190 (4.319)] [KD 3.526 (3.608)] 2024-10-16 22:30:36,763 - Train: 35.18% [440150/1251000] [351.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.012] [optim_t 0.222] [lr 0.002182] [CE 3.946 (4.317)] [KD 3.406 (3.647)] 2024-10-16 22:30:49,320 - Train: 35.19% [440200/1251000] [351.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002181] [CE 4.482 (4.304)] [KD 3.635 (3.580)] 2024-10-16 22:31:01,784 - Train: 35.19% [440250/1251000] [351.9/1000.0] [batch_t 0.251 (0.249)] [data_t 0.028] [optim_t 0.223] [lr 0.002181] [CE 4.306 (4.277)] [KD 3.420 (3.566)] 2024-10-16 22:31:13,995 - Train: 35.20% [440300/1251000] [352.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002181] [CE 3.489 (4.277)] [KD 3.352 (3.606)] 2024-10-16 22:31:26,688 - Train: 35.20% [440350/1251000] [352.0/1000.0] [batch_t 0.230 (0.254)] [data_t 0.009] [optim_t 0.221] [lr 0.002181] [CE 4.277 (4.284)] [KD 3.795 (3.626)] 2024-10-16 22:31:39,033 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 37167] [top5_cnt 46137] [top_all 50000] 2024-10-16 22:31:39,034 - net: 74.334 (92.274) 2024-10-16 22:31:51,353 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.239)] [top1_cnt 39606] [top5_cnt 47320] [top_all 50000] 2024-10-16 22:31:51,353 - net_E: 79.212 (94.640) 2024-10-16 22:31:51,523 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.212 (epoch: 352)] 2024-10-16 22:31:51,523 - ==> Total time: 1 day, 7:18:32 Eta: 2 days, 9:38:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:32:08,486 - Train: 35.20% [440400/1251000] [352.0/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.002181] [CE 4.518 (4.318)] [KD 3.856 (3.630)] 2024-10-16 22:32:20,843 - Train: 35.21% [440450/1251000] [352.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002181] [CE 4.750 (4.247)] [KD 3.762 (3.554)] 2024-10-16 22:32:33,015 - Train: 35.21% [440500/1251000] [352.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002180] [CE 4.372 (4.282)] [KD 3.805 (3.599)] 2024-10-16 22:32:45,230 - Train: 35.22% [440550/1251000] [352.2/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002180] [CE 4.185 (4.270)] [KD 3.522 (3.609)] 2024-10-16 22:32:57,128 - Train: 35.22% [440600/1251000] [352.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002180] [CE 4.297 (4.297)] [KD 3.688 (3.639)] 2024-10-16 22:33:09,175 - Train: 35.22% [440650/1251000] [352.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002180] [CE 4.197 (4.274)] [KD 3.348 (3.552)] 2024-10-16 22:33:21,591 - Train: 35.23% [440700/1251000] [352.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002180] [CE 4.321 (4.239)] [KD 3.680 (3.557)] 2024-10-16 22:33:33,615 - Train: 35.23% [440750/1251000] [352.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002180] [CE 3.809 (4.208)] [KD 3.058 (3.596)] 2024-10-16 22:33:45,643 - Train: 35.24% [440800/1251000] [352.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002179] [CE 4.120 (4.157)] [KD 3.497 (3.503)] 2024-10-16 22:33:57,718 - Train: 35.24% [440850/1251000] [352.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002179] [CE 4.602 (4.293)] [KD 3.761 (3.569)] 2024-10-16 22:34:10,012 - Train: 35.24% [440900/1251000] [352.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002179] [CE 4.324 (4.292)] [KD 3.691 (3.611)] 2024-10-16 22:34:21,852 - Train: 35.25% [440950/1251000] [352.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.002179] [CE 4.090 (4.301)] [KD 3.525 (3.559)] 2024-10-16 22:34:34,203 - Train: 35.25% [441000/1251000] [352.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002179] [CE 4.455 (4.286)] [KD 3.529 (3.597)] 2024-10-16 22:34:46,029 - Train: 35.26% [441050/1251000] [352.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002179] [CE 4.264 (4.269)] [KD 3.529 (3.632)] 2024-10-16 22:34:58,095 - Train: 35.26% [441100/1251000] [352.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002178] [CE 4.806 (4.261)] [KD 3.732 (3.617)] 2024-10-16 22:35:09,953 - Train: 35.26% [441150/1251000] [352.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002178] [CE 3.917 (4.290)] [KD 3.437 (3.598)] 2024-10-16 22:35:22,052 - Train: 35.27% [441200/1251000] [352.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002178] [CE 4.206 (4.282)] [KD 3.618 (3.570)] 2024-10-16 22:35:34,471 - Train: 35.27% [441250/1251000] [352.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002178] [CE 4.084 (4.307)] [KD 3.542 (3.610)] 2024-10-16 22:35:46,682 - Train: 35.28% [441300/1251000] [352.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002178] [CE 4.041 (4.301)] [KD 3.401 (3.579)] 2024-10-16 22:35:58,857 - Train: 35.28% [441350/1251000] [352.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002178] [CE 4.275 (4.210)] [KD 3.508 (3.568)] 2024-10-16 22:36:10,721 - Train: 35.28% [441400/1251000] [352.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002177] [CE 4.498 (4.340)] [KD 3.728 (3.592)] 2024-10-16 22:36:22,839 - Train: 35.29% [441450/1251000] [352.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002177] [CE 4.322 (4.244)] [KD 3.663 (3.607)] 2024-10-16 22:36:34,786 - Train: 35.29% [441500/1251000] [352.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002177] [CE 4.001 (4.254)] [KD 3.423 (3.581)] 2024-10-16 22:36:46,604 - Train: 35.30% [441550/1251000] [353.0/1000.0] [batch_t 0.266 (0.236)] [data_t 0.009] [optim_t 0.257] [lr 0.002177] [CE 4.717 (4.283)] [KD 3.681 (3.589)] 2024-10-16 22:36:58,775 - Train: 35.30% [441600/1251000] [353.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002177] [CE 3.972 (4.327)] [KD 3.325 (3.618)] 2024-10-16 22:37:11,656 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37468] [top5_cnt 46239] [top_all 50000] 2024-10-16 22:37:11,656 - net: 74.936 (92.478) 2024-10-16 22:37:23,991 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39601] [top5_cnt 47323] [top_all 50000] 2024-10-16 22:37:23,992 - net_E: 79.202 (94.646) 2024-10-16 22:37:24,150 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.212 (epoch: 352)] 2024-10-16 22:37:24,150 - ==> Total time: 1 day, 7:24:04 Eta: 2 days, 9:33:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:37:39,436 - Train: 35.30% [441650/1251000] [353.0/1000.0] [batch_t 0.236 (0.297)] [data_t 0.009] [optim_t 0.227] [lr 0.002177] [CE 4.411 (4.175)] [KD 3.579 (3.511)] 2024-10-16 22:37:51,762 - Train: 35.31% [441700/1251000] [353.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002176] [CE 4.109 (4.338)] [KD 3.678 (3.626)] 2024-10-16 22:38:04,000 - Train: 35.31% [441750/1251000] [353.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002176] [CE 4.627 (4.320)] [KD 3.950 (3.651)] 2024-10-16 22:38:15,770 - Train: 35.32% [441800/1251000] [353.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002176] [CE 4.563 (4.369)] [KD 3.806 (3.660)] 2024-10-16 22:38:28,263 - Train: 35.32% [441850/1251000] [353.2/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002176] [CE 3.935 (4.233)] [KD 3.272 (3.561)] 2024-10-16 22:38:40,483 - Train: 35.32% [441900/1251000] [353.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.011] [optim_t 0.224] [lr 0.002176] [CE 4.273 (4.349)] [KD 3.774 (3.630)] 2024-10-16 22:38:52,781 - Train: 35.33% [441950/1251000] [353.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002176] [CE 4.433 (4.290)] [KD 3.478 (3.597)] 2024-10-16 22:39:05,053 - Train: 35.33% [442000/1251000] [353.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002175] [CE 4.354 (4.236)] [KD 3.563 (3.578)] 2024-10-16 22:39:17,202 - Train: 35.34% [442050/1251000] [353.4/1000.0] [batch_t 0.265 (0.243)] [data_t 0.042] [optim_t 0.223] [lr 0.002175] [CE 4.597 (4.244)] [KD 3.746 (3.604)] 2024-10-16 22:39:29,498 - Train: 35.34% [442100/1251000] [353.4/1000.0] [batch_t 0.270 (0.246)] [data_t 0.042] [optim_t 0.228] [lr 0.002175] [CE 4.575 (4.272)] [KD 3.737 (3.576)] 2024-10-16 22:39:41,860 - Train: 35.34% [442150/1251000] [353.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002175] [CE 3.966 (4.316)] [KD 3.353 (3.655)] 2024-10-16 22:39:54,232 - Train: 35.35% [442200/1251000] [353.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002175] [CE 4.487 (4.304)] [KD 4.021 (3.626)] 2024-10-16 22:40:06,582 - Train: 35.35% [442250/1251000] [353.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002175] [CE 4.173 (4.267)] [KD 3.527 (3.611)] 2024-10-16 22:40:18,931 - Train: 35.36% [442300/1251000] [353.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002174] [CE 4.356 (4.213)] [KD 3.673 (3.599)] 2024-10-16 22:40:31,195 - Train: 35.36% [442350/1251000] [353.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002174] [CE 4.212 (4.292)] [KD 3.627 (3.565)] 2024-10-16 22:40:43,428 - Train: 35.36% [442400/1251000] [353.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002174] [CE 4.447 (4.347)] [KD 3.521 (3.644)] 2024-10-16 22:40:55,811 - Train: 35.37% [442450/1251000] [353.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002174] [CE 4.450 (4.319)] [KD 3.499 (3.614)] 2024-10-16 22:41:08,394 - Train: 35.37% [442500/1251000] [353.7/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002174] [CE 4.703 (4.280)] [KD 3.852 (3.589)] 2024-10-16 22:41:20,640 - Train: 35.38% [442550/1251000] [353.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002174] [CE 4.002 (4.318)] [KD 3.574 (3.599)] 2024-10-16 22:41:32,712 - Train: 35.38% [442600/1251000] [353.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002173] [CE 4.545 (4.256)] [KD 3.760 (3.634)] 2024-10-16 22:41:44,928 - Train: 35.38% [442650/1251000] [353.8/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.002173] [CE 4.454 (4.297)] [KD 3.680 (3.631)] 2024-10-16 22:41:57,500 - Train: 35.39% [442700/1251000] [353.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.002173] [CE 3.890 (4.264)] [KD 3.610 (3.595)] 2024-10-16 22:42:09,544 - Train: 35.39% [442750/1251000] [353.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002173] [CE 3.830 (4.352)] [KD 3.458 (3.641)] 2024-10-16 22:42:21,581 - Train: 35.40% [442800/1251000] [354.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002173] [CE 4.112 (4.234)] [KD 3.545 (3.658)] 2024-10-16 22:42:33,669 - Train: 35.40% [442850/1251000] [354.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002173] [CE 4.462 (4.298)] [KD 3.776 (3.643)] 2024-10-16 22:42:46,564 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37281] [top5_cnt 46213] [top_all 50000] 2024-10-16 22:42:46,565 - net: 74.562 (92.426) 2024-10-16 22:42:58,555 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 39644] [top5_cnt 47321] [top_all 50000] 2024-10-16 22:42:58,555 - net_E: 79.288 (94.642) 2024-10-16 22:42:58,689 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 22:42:58,689 - ==> Total time: 1 day, 7:29:39 Eta: 2 days, 9:28:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:43:15,033 - Train: 35.40% [442900/1251000] [354.0/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.224] [lr 0.002172] [CE 4.260 (4.284)] [KD 3.723 (3.651)] 2024-10-16 22:43:26,902 - Train: 35.41% [442950/1251000] [354.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002172] [CE 4.364 (4.296)] [KD 3.583 (3.518)] 2024-10-16 22:43:39,205 - Train: 35.41% [443000/1251000] [354.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002172] [CE 3.908 (4.328)] [KD 3.390 (3.548)] 2024-10-16 22:43:51,055 - Train: 35.42% [443050/1251000] [354.2/1000.0] [batch_t 0.301 (0.237)] [data_t 0.009] [optim_t 0.292] [lr 0.002172] [CE 4.171 (4.205)] [KD 3.459 (3.505)] 2024-10-16 22:44:03,309 - Train: 35.42% [443100/1251000] [354.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002172] [CE 4.288 (4.307)] [KD 3.338 (3.583)] 2024-10-16 22:44:15,079 - Train: 35.42% [443150/1251000] [354.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002172] [CE 4.423 (4.224)] [KD 3.944 (3.552)] 2024-10-16 22:44:27,139 - Train: 35.43% [443200/1251000] [354.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002171] [CE 4.730 (4.291)] [KD 3.619 (3.572)] 2024-10-16 22:44:39,309 - Train: 35.43% [443250/1251000] [354.3/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002171] [CE 4.479 (4.286)] [KD 3.679 (3.550)] 2024-10-16 22:44:51,156 - Train: 35.44% [443300/1251000] [354.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002171] [CE 4.598 (4.243)] [KD 3.663 (3.562)] 2024-10-16 22:45:03,323 - Train: 35.44% [443350/1251000] [354.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002171] [CE 4.159 (4.202)] [KD 3.711 (3.498)] 2024-10-16 22:45:15,592 - Train: 35.44% [443400/1251000] [354.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002171] [CE 4.205 (4.257)] [KD 3.763 (3.584)] 2024-10-16 22:45:27,639 - Train: 35.45% [443450/1251000] [354.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002171] [CE 3.901 (4.240)] [KD 3.433 (3.555)] 2024-10-16 22:45:39,478 - Train: 35.45% [443500/1251000] [354.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002170] [CE 4.452 (4.314)] [KD 3.619 (3.664)] 2024-10-16 22:45:51,759 - Train: 35.46% [443550/1251000] [354.6/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.002170] [CE 3.968 (4.264)] [KD 3.424 (3.605)] 2024-10-16 22:46:03,902 - Train: 35.46% [443600/1251000] [354.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002170] [CE 4.487 (4.275)] [KD 3.968 (3.620)] 2024-10-16 22:46:16,125 - Train: 35.46% [443650/1251000] [354.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002170] [CE 4.338 (4.186)] [KD 3.833 (3.549)] 2024-10-16 22:46:28,428 - Train: 35.47% [443700/1251000] [354.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002170] [CE 4.584 (4.315)] [KD 3.803 (3.657)] 2024-10-16 22:46:40,462 - Train: 35.47% [443750/1251000] [354.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002170] [CE 4.695 (4.235)] [KD 3.605 (3.554)] 2024-10-16 22:46:52,479 - Train: 35.48% [443800/1251000] [354.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002169] [CE 4.598 (4.321)] [KD 3.680 (3.642)] 2024-10-16 22:47:04,483 - Train: 35.48% [443850/1251000] [354.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002169] [CE 4.308 (4.317)] [KD 3.693 (3.661)] 2024-10-16 22:47:16,465 - Train: 35.48% [443900/1251000] [354.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002169] [CE 4.066 (4.288)] [KD 3.614 (3.616)] 2024-10-16 22:47:28,352 - Train: 35.49% [443950/1251000] [354.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002169] [CE 4.367 (4.264)] [KD 3.444 (3.614)] 2024-10-16 22:47:41,039 - Train: 35.49% [444000/1251000] [354.9/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002169] [CE 4.126 (4.324)] [KD 3.535 (3.633)] 2024-10-16 22:47:53,000 - Train: 35.50% [444050/1251000] [355.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002168] [CE 4.250 (4.243)] [KD 3.557 (3.597)] 2024-10-16 22:48:05,134 - Train: 35.50% [444100/1251000] [355.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002168] [CE 4.554 (4.280)] [KD 3.749 (3.547)] 2024-10-16 22:48:18,821 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.246)] [top1_cnt 37346] [top5_cnt 46168] [top_all 50000] 2024-10-16 22:48:18,822 - net: 74.692 (92.336) 2024-10-16 22:48:30,863 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 39638] [top5_cnt 47352] [top_all 50000] 2024-10-16 22:48:30,863 - net_E: 79.276 (94.704) 2024-10-16 22:48:31,028 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 22:48:31,028 - ==> Total time: 1 day, 7:35:11 Eta: 2 days, 9:23:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:48:45,727 - Train: 35.50% [444150/1251000] [355.0/1000.0] [batch_t 0.237 (0.295)] [data_t 0.009] [optim_t 0.228] [lr 0.002168] [CE 4.344 (4.262)] [KD 3.686 (3.579)] 2024-10-16 22:48:58,081 - Train: 35.51% [444200/1251000] [355.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002168] [CE 4.692 (4.263)] [KD 3.560 (3.521)] 2024-10-16 22:49:10,354 - Train: 35.51% [444250/1251000] [355.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002168] [CE 3.990 (4.281)] [KD 3.414 (3.555)] 2024-10-16 22:49:22,310 - Train: 35.52% [444300/1251000] [355.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002168] [CE 3.968 (4.259)] [KD 3.308 (3.577)] 2024-10-16 22:49:34,242 - Train: 35.52% [444350/1251000] [355.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002167] [CE 4.408 (4.294)] [KD 3.735 (3.533)] 2024-10-16 22:49:46,239 - Train: 35.52% [444400/1251000] [355.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002167] [CE 4.163 (4.247)] [KD 3.411 (3.566)] 2024-10-16 22:49:58,291 - Train: 35.53% [444450/1251000] [355.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002167] [CE 4.477 (4.326)] [KD 3.748 (3.630)] 2024-10-16 22:50:10,554 - Train: 35.53% [444500/1251000] [355.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002167] [CE 4.192 (4.352)] [KD 3.511 (3.641)] 2024-10-16 22:50:22,532 - Train: 35.54% [444550/1251000] [355.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002167] [CE 4.301 (4.282)] [KD 3.714 (3.620)] 2024-10-16 22:50:34,380 - Train: 35.54% [444600/1251000] [355.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002167] [CE 4.711 (4.311)] [KD 3.801 (3.592)] 2024-10-16 22:50:46,471 - Train: 35.54% [444650/1251000] [355.4/1000.0] [batch_t 0.320 (0.242)] [data_t 0.009] [optim_t 0.311] [lr 0.002166] [CE 4.211 (4.253)] [KD 3.436 (3.550)] 2024-10-16 22:50:58,337 - Train: 35.55% [444700/1251000] [355.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002166] [CE 4.863 (4.360)] [KD 3.866 (3.622)] 2024-10-16 22:51:10,106 - Train: 35.55% [444750/1251000] [355.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002166] [CE 3.979 (4.301)] [KD 3.798 (3.656)] 2024-10-16 22:51:22,226 - Train: 35.56% [444800/1251000] [355.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002166] [CE 4.535 (4.300)] [KD 3.805 (3.607)] 2024-10-16 22:51:34,508 - Train: 35.56% [444850/1251000] [355.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002166] [CE 4.143 (4.321)] [KD 3.413 (3.609)] 2024-10-16 22:51:46,429 - Train: 35.56% [444900/1251000] [355.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002166] [CE 4.301 (4.273)] [KD 3.677 (3.585)] 2024-10-16 22:51:58,178 - Train: 35.57% [444950/1251000] [355.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002165] [CE 4.232 (4.249)] [KD 3.587 (3.562)] 2024-10-16 22:52:10,195 - Train: 35.57% [445000/1251000] [355.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002165] [CE 4.770 (4.307)] [KD 3.899 (3.549)] 2024-10-16 22:52:22,349 - Train: 35.58% [445050/1251000] [355.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002165] [CE 4.051 (4.285)] [KD 3.429 (3.616)] 2024-10-16 22:52:34,254 - Train: 35.58% [445100/1251000] [355.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002165] [CE 4.455 (4.251)] [KD 3.602 (3.568)] 2024-10-16 22:52:46,222 - Train: 35.58% [445150/1251000] [355.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002165] [CE 4.357 (4.263)] [KD 3.737 (3.589)] 2024-10-16 22:52:58,235 - Train: 35.59% [445200/1251000] [355.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002165] [CE 4.796 (4.358)] [KD 3.737 (3.614)] 2024-10-16 22:53:10,300 - Train: 35.59% [445250/1251000] [355.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002164] [CE 4.440 (4.349)] [KD 3.618 (3.661)] 2024-10-16 22:53:22,224 - Train: 35.60% [445300/1251000] [356.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002164] [CE 4.432 (4.267)] [KD 3.640 (3.578)] 2024-10-16 22:53:33,982 - Train: 35.60% [445350/1251000] [356.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002164] [CE 4.260 (4.245)] [KD 3.622 (3.570)] 2024-10-16 22:53:47,380 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 37483] [top5_cnt 46364] [top_all 50000] 2024-10-16 22:53:47,381 - net: 74.966 (92.728) 2024-10-16 22:53:59,578 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39622] [top5_cnt 47348] [top_all 50000] 2024-10-16 22:53:59,579 - net_E: 79.244 (94.696) 2024-10-16 22:53:59,732 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 22:53:59,733 - ==> Total time: 1 day, 7:40:40 Eta: 2 days, 9:18:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:54:14,296 - Train: 35.60% [445400/1251000] [356.0/1000.0] [batch_t 0.240 (0.300)] [data_t 0.009] [optim_t 0.231] [lr 0.002164] [CE 3.817 (4.254)] [KD 3.370 (3.583)] 2024-10-16 22:54:26,381 - Train: 35.61% [445450/1251000] [356.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002164] [CE 4.536 (4.287)] [KD 3.561 (3.537)] 2024-10-16 22:54:38,852 - Train: 35.61% [445500/1251000] [356.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002164] [CE 4.426 (4.257)] [KD 3.693 (3.628)] 2024-10-16 22:54:50,774 - Train: 35.62% [445550/1251000] [356.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002163] [CE 4.377 (4.224)] [KD 3.740 (3.576)] 2024-10-16 22:55:02,708 - Train: 35.62% [445600/1251000] [356.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002163] [CE 3.744 (4.215)] [KD 3.388 (3.532)] 2024-10-16 22:55:14,936 - Train: 35.62% [445650/1251000] [356.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002163] [CE 4.185 (4.313)] [KD 3.499 (3.619)] 2024-10-16 22:55:27,035 - Train: 35.63% [445700/1251000] [356.3/1000.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.002163] [CE 4.591 (4.286)] [KD 3.884 (3.608)] 2024-10-16 22:55:39,148 - Train: 35.63% [445750/1251000] [356.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002163] [CE 4.173 (4.302)] [KD 3.316 (3.641)] 2024-10-16 22:55:51,593 - Train: 35.64% [445800/1251000] [356.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002163] [CE 4.284 (4.324)] [KD 3.475 (3.601)] 2024-10-16 22:56:03,716 - Train: 35.64% [445850/1251000] [356.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002162] [CE 4.513 (4.301)] [KD 3.653 (3.583)] 2024-10-16 22:56:15,682 - Train: 35.64% [445900/1251000] [356.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002162] [CE 4.541 (4.276)] [KD 3.618 (3.551)] 2024-10-16 22:56:27,496 - Train: 35.65% [445950/1251000] [356.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002162] [CE 3.903 (4.303)] [KD 3.676 (3.589)] 2024-10-16 22:56:39,602 - Train: 35.65% [446000/1251000] [356.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002162] [CE 4.288 (4.319)] [KD 3.659 (3.622)] 2024-10-16 22:56:51,651 - Train: 35.66% [446050/1251000] [356.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002162] [CE 4.261 (4.312)] [KD 3.790 (3.623)] 2024-10-16 22:57:03,799 - Train: 35.66% [446100/1251000] [356.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002162] [CE 4.073 (4.282)] [KD 3.343 (3.566)] 2024-10-16 22:57:15,997 - Train: 35.66% [446150/1251000] [356.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002161] [CE 4.044 (4.316)] [KD 3.295 (3.592)] 2024-10-16 22:57:28,220 - Train: 35.67% [446200/1251000] [356.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002161] [CE 4.196 (4.251)] [KD 3.473 (3.542)] 2024-10-16 22:57:40,370 - Train: 35.67% [446250/1251000] [356.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002161] [CE 4.600 (4.213)] [KD 3.808 (3.554)] 2024-10-16 22:57:52,446 - Train: 35.68% [446300/1251000] [356.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002161] [CE 3.887 (4.228)] [KD 3.306 (3.542)] 2024-10-16 22:58:04,379 - Train: 35.68% [446350/1251000] [356.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002161] [CE 3.588 (4.211)] [KD 3.268 (3.578)] 2024-10-16 22:58:16,584 - Train: 35.68% [446400/1251000] [356.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002161] [CE 4.083 (4.301)] [KD 3.510 (3.582)] 2024-10-16 22:58:28,820 - Train: 35.69% [446450/1251000] [356.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002160] [CE 4.214 (4.255)] [KD 3.730 (3.586)] 2024-10-16 22:58:41,236 - Train: 35.69% [446500/1251000] [356.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002160] [CE 4.736 (4.339)] [KD 3.660 (3.661)] 2024-10-16 22:58:53,073 - Train: 35.70% [446550/1251000] [357.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002160] [CE 4.031 (4.289)] [KD 3.421 (3.564)] 2024-10-16 22:59:05,111 - Train: 35.70% [446600/1251000] [357.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002160] [CE 4.801 (4.223)] [KD 3.894 (3.509)] 2024-10-16 22:59:18,927 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37397] [top5_cnt 46285] [top_all 50000] 2024-10-16 22:59:18,928 - net: 74.794 (92.570) 2024-10-16 22:59:31,331 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39618] [top5_cnt 47341] [top_all 50000] 2024-10-16 22:59:31,332 - net_E: 79.236 (94.682) 2024-10-16 22:59:31,495 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 22:59:31,495 - ==> Total time: 1 day, 7:46:12 Eta: 2 days, 9:13:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 22:59:45,598 - Train: 35.70% [446650/1251000] [357.0/1000.0] [batch_t 0.239 (0.293)] [data_t 0.009] [optim_t 0.230] [lr 0.002160] [CE 4.459 (4.359)] [KD 3.664 (3.574)] 2024-10-16 22:59:58,128 - Train: 35.71% [446700/1251000] [357.1/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002160] [CE 4.269 (4.222)] [KD 3.656 (3.573)] 2024-10-16 23:00:10,911 - Train: 35.71% [446750/1251000] [357.1/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.232] [lr 0.002159] [CE 4.801 (4.264)] [KD 3.655 (3.535)] 2024-10-16 23:00:22,871 - Train: 35.72% [446800/1251000] [357.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002159] [CE 4.266 (4.229)] [KD 3.569 (3.598)] 2024-10-16 23:00:34,727 - Train: 35.72% [446850/1251000] [357.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002159] [CE 3.815 (4.302)] [KD 3.570 (3.604)] 2024-10-16 23:00:46,722 - Train: 35.72% [446900/1251000] [357.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002159] [CE 4.534 (4.224)] [KD 3.646 (3.566)] 2024-10-16 23:00:59,246 - Train: 35.73% [446950/1251000] [357.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002159] [CE 3.883 (4.288)] [KD 3.500 (3.562)] 2024-10-16 23:01:11,429 - Train: 35.73% [447000/1251000] [357.3/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002159] [CE 4.182 (4.230)] [KD 3.450 (3.504)] 2024-10-16 23:01:23,447 - Train: 35.74% [447050/1251000] [357.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002158] [CE 4.098 (4.291)] [KD 3.641 (3.592)] 2024-10-16 23:01:35,553 - Train: 35.74% [447100/1251000] [357.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.015] [optim_t 0.226] [lr 0.002158] [CE 4.457 (4.240)] [KD 3.528 (3.564)] 2024-10-16 23:01:48,030 - Train: 35.74% [447150/1251000] [357.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002158] [CE 3.948 (4.317)] [KD 3.559 (3.593)] 2024-10-16 23:02:00,301 - Train: 35.75% [447200/1251000] [357.5/1000.0] [batch_t 0.279 (0.245)] [data_t 0.053] [optim_t 0.226] [lr 0.002158] [CE 4.295 (4.259)] [KD 3.408 (3.594)] 2024-10-16 23:02:12,642 - Train: 35.75% [447250/1251000] [357.5/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002158] [CE 4.748 (4.372)] [KD 3.948 (3.597)] 2024-10-16 23:02:25,180 - Train: 35.76% [447300/1251000] [357.6/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.002158] [CE 4.623 (4.245)] [KD 3.748 (3.550)] 2024-10-16 23:02:38,039 - Train: 35.76% [447350/1251000] [357.6/1000.0] [batch_t 0.249 (0.257)] [data_t 0.009] [optim_t 0.240] [lr 0.002157] [CE 4.325 (4.270)] [KD 3.542 (3.605)] 2024-10-16 23:02:50,073 - Train: 35.76% [447400/1251000] [357.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002157] [CE 4.112 (4.314)] [KD 3.551 (3.569)] 2024-10-16 23:03:02,510 - Train: 35.77% [447450/1251000] [357.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002157] [CE 3.998 (4.263)] [KD 3.430 (3.598)] 2024-10-16 23:03:14,646 - Train: 35.77% [447500/1251000] [357.7/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002157] [CE 4.026 (4.231)] [KD 3.526 (3.536)] 2024-10-16 23:03:27,306 - Train: 35.78% [447550/1251000] [357.8/1000.0] [batch_t 0.410 (0.253)] [data_t 0.009] [optim_t 0.401] [lr 0.002157] [CE 4.362 (4.360)] [KD 3.602 (3.592)] 2024-10-16 23:03:39,190 - Train: 35.78% [447600/1251000] [357.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002157] [CE 4.970 (4.312)] [KD 3.720 (3.563)] 2024-10-16 23:03:51,590 - Train: 35.78% [447650/1251000] [357.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002156] [CE 4.527 (4.282)] [KD 3.925 (3.590)] 2024-10-16 23:04:03,667 - Train: 35.79% [447700/1251000] [357.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002156] [CE 4.202 (4.314)] [KD 3.515 (3.610)] 2024-10-16 23:04:15,928 - Train: 35.79% [447750/1251000] [357.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002156] [CE 4.663 (4.282)] [KD 3.778 (3.617)] 2024-10-16 23:04:28,252 - Train: 35.80% [447800/1251000] [358.0/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002156] [CE 4.546 (4.342)] [KD 3.977 (3.627)] 2024-10-16 23:04:40,332 - Train: 35.80% [447850/1251000] [358.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002156] [CE 4.612 (4.359)] [KD 3.890 (3.643)] 2024-10-16 23:04:54,722 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 37201] [top5_cnt 46162] [top_all 50000] 2024-10-16 23:04:54,722 - net: 74.402 (92.324) 2024-10-16 23:05:07,061 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39598] [top5_cnt 47344] [top_all 50000] 2024-10-16 23:05:07,062 - net_E: 79.196 (94.688) 2024-10-16 23:05:07,190 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 23:05:07,190 - ==> Total time: 1 day, 7:51:47 Eta: 2 days, 9:08:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:05:21,711 - Train: 35.80% [447900/1251000] [358.0/1000.0] [batch_t 0.236 (0.313)] [data_t 0.009] [optim_t 0.227] [lr 0.002156] [CE 4.399 (4.283)] [KD 3.671 (3.571)] 2024-10-16 23:05:34,224 - Train: 35.81% [447950/1251000] [358.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002155] [CE 4.305 (4.260)] [KD 3.463 (3.585)] 2024-10-16 23:05:46,525 - Train: 35.81% [448000/1251000] [358.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002155] [CE 4.060 (4.175)] [KD 3.325 (3.503)] 2024-10-16 23:05:58,492 - Train: 35.82% [448050/1251000] [358.2/1000.0] [batch_t 0.317 (0.239)] [data_t 0.009] [optim_t 0.309] [lr 0.002155] [CE 4.411 (4.237)] [KD 3.723 (3.545)] 2024-10-16 23:06:10,402 - Train: 35.82% [448100/1251000] [358.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002155] [CE 3.782 (4.208)] [KD 3.455 (3.567)] 2024-10-16 23:06:22,551 - Train: 35.82% [448150/1251000] [358.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002155] [CE 4.577 (4.322)] [KD 3.546 (3.558)] 2024-10-16 23:06:34,368 - Train: 35.83% [448200/1251000] [358.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002155] [CE 4.243 (4.295)] [KD 3.471 (3.549)] 2024-10-16 23:06:46,296 - Train: 35.83% [448250/1251000] [358.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002154] [CE 4.162 (4.269)] [KD 3.465 (3.606)] 2024-10-16 23:06:58,443 - Train: 35.84% [448300/1251000] [358.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002154] [CE 4.595 (4.338)] [KD 3.718 (3.593)] 2024-10-16 23:07:10,816 - Train: 35.84% [448350/1251000] [358.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002154] [CE 4.498 (4.296)] [KD 3.761 (3.560)] 2024-10-16 23:07:22,802 - Train: 35.84% [448400/1251000] [358.4/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002154] [CE 4.815 (4.292)] [KD 3.772 (3.575)] 2024-10-16 23:07:34,693 - Train: 35.85% [448450/1251000] [358.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002154] [CE 4.443 (4.264)] [KD 3.611 (3.528)] 2024-10-16 23:07:46,481 - Train: 35.85% [448500/1251000] [358.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002154] [CE 4.203 (4.243)] [KD 3.663 (3.569)] 2024-10-16 23:07:58,776 - Train: 35.86% [448550/1251000] [358.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002153] [CE 4.638 (4.343)] [KD 3.814 (3.597)] 2024-10-16 23:08:10,671 - Train: 35.86% [448600/1251000] [358.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002153] [CE 4.051 (4.254)] [KD 3.464 (3.550)] 2024-10-16 23:08:22,962 - Train: 35.86% [448650/1251000] [358.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002153] [CE 4.083 (4.303)] [KD 3.771 (3.638)] 2024-10-16 23:08:34,900 - Train: 35.87% [448700/1251000] [358.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002153] [CE 4.755 (4.295)] [KD 4.096 (3.584)] 2024-10-16 23:08:47,047 - Train: 35.87% [448750/1251000] [358.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002153] [CE 4.346 (4.310)] [KD 3.643 (3.596)] 2024-10-16 23:08:58,923 - Train: 35.88% [448800/1251000] [358.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002153] [CE 4.855 (4.389)] [KD 3.966 (3.665)] 2024-10-16 23:09:10,793 - Train: 35.88% [448850/1251000] [358.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002152] [CE 4.280 (4.298)] [KD 3.521 (3.623)] 2024-10-16 23:09:22,694 - Train: 35.88% [448900/1251000] [358.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002152] [CE 4.279 (4.258)] [KD 3.634 (3.569)] 2024-10-16 23:09:35,117 - Train: 35.89% [448950/1251000] [358.9/1000.0] [batch_t 0.374 (0.248)] [data_t 0.009] [optim_t 0.365] [lr 0.002152] [CE 4.000 (4.289)] [KD 3.316 (3.602)] 2024-10-16 23:09:47,185 - Train: 35.89% [449000/1251000] [358.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002152] [CE 4.132 (4.277)] [KD 3.598 (3.546)] 2024-10-16 23:09:59,127 - Train: 35.90% [449050/1251000] [359.0/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002152] [CE 3.689 (4.258)] [KD 3.332 (3.568)] 2024-10-16 23:10:11,149 - Train: 35.90% [449100/1251000] [359.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002152] [CE 3.847 (4.288)] [KD 3.280 (3.615)] 2024-10-16 23:10:25,581 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37492] [top5_cnt 46381] [top_all 50000] 2024-10-16 23:10:25,582 - net: 74.984 (92.762) 2024-10-16 23:10:38,012 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39610] [top5_cnt 47337] [top_all 50000] 2024-10-16 23:10:38,012 - net_E: 79.220 (94.674) 2024-10-16 23:10:38,146 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.288 (epoch: 354)] 2024-10-16 23:10:38,146 - ==> Total time: 1 day, 7:57:18 Eta: 2 days, 9:03:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:10:52,019 - Train: 35.90% [449150/1251000] [359.0/1000.0] [batch_t 0.236 (0.305)] [data_t 0.009] [optim_t 0.227] [lr 0.002151] [CE 4.442 (4.211)] [KD 3.615 (3.501)] 2024-10-16 23:11:04,916 - Train: 35.91% [449200/1251000] [359.1/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.002151] [CE 4.212 (4.284)] [KD 3.555 (3.575)] 2024-10-16 23:11:17,184 - Train: 35.91% [449250/1251000] [359.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002151] [CE 3.590 (4.220)] [KD 3.552 (3.608)] 2024-10-16 23:11:29,561 - Train: 35.92% [449300/1251000] [359.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002151] [CE 4.469 (4.288)] [KD 3.936 (3.620)] 2024-10-16 23:11:41,994 - Train: 35.92% [449350/1251000] [359.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002151] [CE 3.815 (4.261)] [KD 3.546 (3.595)] 2024-10-16 23:11:54,436 - Train: 35.92% [449400/1251000] [359.2/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002151] [CE 4.310 (4.314)] [KD 3.570 (3.542)] 2024-10-16 23:12:07,018 - Train: 35.93% [449450/1251000] [359.3/1000.0] [batch_t 0.266 (0.252)] [data_t 0.009] [optim_t 0.257] [lr 0.002150] [CE 4.130 (4.250)] [KD 3.528 (3.574)] 2024-10-16 23:12:19,582 - Train: 35.93% [449500/1251000] [359.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002150] [CE 3.041 (4.241)] [KD 3.280 (3.633)] 2024-10-16 23:12:32,208 - Train: 35.94% [449550/1251000] [359.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002150] [CE 3.972 (4.340)] [KD 3.499 (3.603)] 2024-10-16 23:12:44,772 - Train: 35.94% [449600/1251000] [359.4/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002150] [CE 4.011 (4.307)] [KD 3.649 (3.588)] 2024-10-16 23:12:57,556 - Train: 35.94% [449650/1251000] [359.4/1000.0] [batch_t 0.446 (0.256)] [data_t 0.009] [optim_t 0.437] [lr 0.002150] [CE 4.142 (4.280)] [KD 3.415 (3.567)] 2024-10-16 23:13:09,856 - Train: 35.95% [449700/1251000] [359.5/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002150] [CE 4.247 (4.244)] [KD 3.780 (3.544)] 2024-10-16 23:13:22,182 - Train: 35.95% [449750/1251000] [359.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002149] [CE 4.406 (4.215)] [KD 3.697 (3.522)] 2024-10-16 23:13:34,709 - Train: 35.96% [449800/1251000] [359.6/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.002149] [CE 4.416 (4.326)] [KD 3.742 (3.593)] 2024-10-16 23:13:47,160 - Train: 35.96% [449850/1251000] [359.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002149] [CE 4.613 (4.282)] [KD 3.609 (3.567)] 2024-10-16 23:13:59,773 - Train: 35.96% [449900/1251000] [359.6/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002149] [CE 4.009 (4.241)] [KD 3.415 (3.563)] 2024-10-16 23:14:12,006 - Train: 35.97% [449950/1251000] [359.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002149] [CE 4.458 (4.279)] [KD 3.769 (3.545)] 2024-10-16 23:14:24,256 - Train: 35.97% [450000/1251000] [359.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002149] [CE 3.934 (4.307)] [KD 3.470 (3.626)] 2024-10-16 23:14:36,940 - Train: 35.98% [450050/1251000] [359.8/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002148] [CE 4.329 (4.309)] [KD 3.695 (3.578)] 2024-10-16 23:14:48,999 - Train: 35.98% [450100/1251000] [359.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002148] [CE 3.909 (4.246)] [KD 3.284 (3.588)] 2024-10-16 23:15:01,480 - Train: 35.98% [450150/1251000] [359.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002148] [CE 4.772 (4.284)] [KD 4.196 (3.636)] 2024-10-16 23:15:13,827 - Train: 35.99% [450200/1251000] [359.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002148] [CE 4.424 (4.261)] [KD 3.505 (3.592)] 2024-10-16 23:15:26,200 - Train: 35.99% [450250/1251000] [359.9/1000.0] [batch_t 0.295 (0.247)] [data_t 0.009] [optim_t 0.286] [lr 0.002148] [CE 4.407 (4.375)] [KD 3.688 (3.666)] 2024-10-16 23:15:38,631 - Train: 36.00% [450300/1251000] [360.0/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.002147] [CE 4.490 (4.267)] [KD 3.981 (3.598)] 2024-10-16 23:15:51,081 - Train: 36.00% [450350/1251000] [360.0/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.002147] [CE 3.647 (4.242)] [KD 3.427 (3.574)] 2024-10-16 23:16:05,364 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37585] [top5_cnt 46329] [top_all 50000] 2024-10-16 23:16:05,364 - net: 75.170 (92.658) 2024-10-16 23:16:17,577 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39648] [top5_cnt 47337] [top_all 50000] 2024-10-16 23:16:17,578 - net_E: 79.296 (94.674) 2024-10-16 23:16:17,712 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.296 (epoch: 360)] 2024-10-16 23:16:17,712 - ==> Total time: 1 day, 8:02:58 Eta: 2 days, 8:58:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:16:34,079 - Train: 36.00% [450400/1251000] [360.0/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.002147] [CE 3.785 (4.296)] [KD 3.271 (3.596)] 2024-10-16 23:16:46,471 - Train: 36.01% [450450/1251000] [360.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002147] [CE 4.153 (4.308)] [KD 3.667 (3.593)] 2024-10-16 23:16:58,474 - Train: 36.01% [450500/1251000] [360.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002147] [CE 4.471 (4.300)] [KD 3.561 (3.587)] 2024-10-16 23:17:10,591 - Train: 36.02% [450550/1251000] [360.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002147] [CE 4.170 (4.292)] [KD 3.505 (3.578)] 2024-10-16 23:17:22,378 - Train: 36.02% [450600/1251000] [360.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002146] [CE 4.029 (4.284)] [KD 3.578 (3.614)] 2024-10-16 23:17:34,873 - Train: 36.02% [450650/1251000] [360.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002146] [CE 4.583 (4.320)] [KD 3.699 (3.594)] 2024-10-16 23:17:46,784 - Train: 36.03% [450700/1251000] [360.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002146] [CE 3.961 (4.338)] [KD 3.530 (3.588)] 2024-10-16 23:17:58,737 - Train: 36.03% [450750/1251000] [360.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002146] [CE 4.579 (4.269)] [KD 3.802 (3.613)] 2024-10-16 23:18:10,769 - Train: 36.04% [450800/1251000] [360.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002146] [CE 4.194 (4.260)] [KD 3.645 (3.545)] 2024-10-16 23:18:22,865 - Train: 36.04% [450850/1251000] [360.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002146] [CE 3.752 (4.248)] [KD 3.417 (3.572)] 2024-10-16 23:18:34,673 - Train: 36.04% [450900/1251000] [360.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002145] [CE 4.718 (4.297)] [KD 3.666 (3.617)] 2024-10-16 23:18:46,939 - Train: 36.05% [450950/1251000] [360.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002145] [CE 4.743 (4.329)] [KD 3.808 (3.593)] 2024-10-16 23:18:58,693 - Train: 36.05% [451000/1251000] [360.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002145] [CE 4.762 (4.269)] [KD 3.757 (3.644)] 2024-10-16 23:19:10,909 - Train: 36.06% [451050/1251000] [360.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002145] [CE 4.758 (4.252)] [KD 3.726 (3.576)] 2024-10-16 23:19:22,808 - Train: 36.06% [451100/1251000] [360.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002145] [CE 4.303 (4.310)] [KD 3.469 (3.592)] 2024-10-16 23:19:34,866 - Train: 36.06% [451150/1251000] [360.6/1000.0] [batch_t 0.371 (0.241)] [data_t 0.009] [optim_t 0.363] [lr 0.002145] [CE 4.012 (4.220)] [KD 3.406 (3.567)] 2024-10-16 23:19:46,868 - Train: 36.07% [451200/1251000] [360.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002144] [CE 4.412 (4.268)] [KD 3.623 (3.586)] 2024-10-16 23:19:59,176 - Train: 36.07% [451250/1251000] [360.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002144] [CE 4.505 (4.329)] [KD 3.941 (3.689)] 2024-10-16 23:20:11,103 - Train: 36.08% [451300/1251000] [360.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002144] [CE 4.394 (4.258)] [KD 3.551 (3.579)] 2024-10-16 23:20:23,151 - Train: 36.08% [451350/1251000] [360.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002144] [CE 4.386 (4.267)] [KD 3.587 (3.610)] 2024-10-16 23:20:35,286 - Train: 36.08% [451400/1251000] [360.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002144] [CE 4.280 (4.272)] [KD 3.414 (3.669)] 2024-10-16 23:20:47,514 - Train: 36.09% [451450/1251000] [360.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002144] [CE 4.901 (4.297)] [KD 3.638 (3.568)] 2024-10-16 23:20:59,854 - Train: 36.09% [451500/1251000] [360.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002143] [CE 4.343 (4.237)] [KD 3.678 (3.574)] 2024-10-16 23:21:11,859 - Train: 36.10% [451550/1251000] [361.0/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002143] [CE 4.135 (4.302)] [KD 3.642 (3.582)] 2024-10-16 23:21:23,863 - Train: 36.10% [451600/1251000] [361.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002143] [CE 4.244 (4.267)] [KD 3.477 (3.616)] 2024-10-16 23:21:38,848 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37385] [top5_cnt 46206] [top_all 50000] 2024-10-16 23:21:38,848 - net: 74.770 (92.412) 2024-10-16 23:21:51,005 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39619] [top5_cnt 47317] [top_all 50000] 2024-10-16 23:21:51,005 - net_E: 79.238 (94.634) 2024-10-16 23:21:51,155 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.296 (epoch: 360)] 2024-10-16 23:21:51,155 - ==> Total time: 1 day, 8:08:31 Eta: 2 days, 8:53:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:22:04,758 - Train: 36.10% [451650/1251000] [361.0/1000.0] [batch_t 0.236 (0.318)] [data_t 0.009] [optim_t 0.227] [lr 0.002143] [CE 4.098 (4.272)] [KD 3.263 (3.515)] 2024-10-16 23:22:17,040 - Train: 36.11% [451700/1251000] [361.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002143] [CE 4.185 (4.355)] [KD 3.462 (3.509)] 2024-10-16 23:22:29,087 - Train: 36.11% [451750/1251000] [361.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002143] [CE 3.849 (4.267)] [KD 3.175 (3.564)] 2024-10-16 23:22:41,058 - Train: 36.12% [451800/1251000] [361.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002142] [CE 3.964 (4.371)] [KD 3.512 (3.639)] 2024-10-16 23:22:52,865 - Train: 36.12% [451850/1251000] [361.2/1000.0] [batch_t 0.295 (0.236)] [data_t 0.009] [optim_t 0.286] [lr 0.002142] [CE 4.137 (4.344)] [KD 3.473 (3.528)] 2024-10-16 23:23:04,733 - Train: 36.12% [451900/1251000] [361.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002142] [CE 4.206 (4.232)] [KD 3.494 (3.512)] 2024-10-16 23:23:16,944 - Train: 36.13% [451950/1251000] [361.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002142] [CE 3.908 (4.281)] [KD 3.340 (3.574)] 2024-10-16 23:23:29,076 - Train: 36.13% [452000/1251000] [361.3/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002142] [CE 4.847 (4.253)] [KD 3.809 (3.600)] 2024-10-16 23:23:41,164 - Train: 36.14% [452050/1251000] [361.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002142] [CE 3.865 (4.277)] [KD 3.509 (3.602)] 2024-10-16 23:23:53,036 - Train: 36.14% [452100/1251000] [361.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002141] [CE 4.450 (4.321)] [KD 3.746 (3.606)] 2024-10-16 23:24:05,192 - Train: 36.14% [452150/1251000] [361.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002141] [CE 4.032 (4.306)] [KD 3.572 (3.554)] 2024-10-16 23:24:17,210 - Train: 36.15% [452200/1251000] [361.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002141] [CE 3.940 (4.233)] [KD 3.623 (3.569)] 2024-10-16 23:24:29,152 - Train: 36.15% [452250/1251000] [361.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002141] [CE 4.402 (4.291)] [KD 3.570 (3.569)] 2024-10-16 23:24:41,101 - Train: 36.16% [452300/1251000] [361.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002141] [CE 3.657 (4.226)] [KD 3.385 (3.566)] 2024-10-16 23:24:53,537 - Train: 36.16% [452350/1251000] [361.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002141] [CE 4.261 (4.299)] [KD 3.416 (3.622)] 2024-10-16 23:25:05,363 - Train: 36.16% [452400/1251000] [361.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002140] [CE 3.388 (4.247)] [KD 3.163 (3.577)] 2024-10-16 23:25:17,350 - Train: 36.17% [452450/1251000] [361.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002140] [CE 4.093 (4.307)] [KD 3.562 (3.624)] 2024-10-16 23:25:29,686 - Train: 36.17% [452500/1251000] [361.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002140] [CE 4.064 (4.269)] [KD 3.347 (3.581)] 2024-10-16 23:25:41,929 - Train: 36.18% [452550/1251000] [361.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002140] [CE 4.255 (4.241)] [KD 3.646 (3.567)] 2024-10-16 23:25:53,821 - Train: 36.18% [452600/1251000] [361.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002140] [CE 4.813 (4.278)] [KD 3.786 (3.602)] 2024-10-16 23:26:06,389 - Train: 36.18% [452650/1251000] [361.8/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.002140] [CE 4.722 (4.396)] [KD 3.828 (3.676)] 2024-10-16 23:26:18,381 - Train: 36.19% [452700/1251000] [361.9/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.002139] [CE 4.034 (4.313)] [KD 3.410 (3.591)] 2024-10-16 23:26:30,663 - Train: 36.19% [452750/1251000] [361.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002139] [CE 4.230 (4.278)] [KD 3.535 (3.597)] 2024-10-16 23:26:43,042 - Train: 36.20% [452800/1251000] [362.0/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002139] [CE 3.906 (4.222)] [KD 3.436 (3.583)] 2024-10-16 23:26:55,246 - Train: 36.20% [452850/1251000] [362.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002139] [CE 3.713 (4.340)] [KD 3.133 (3.632)] 2024-10-16 23:27:10,693 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 37303] [top5_cnt 46186] [top_all 50000] 2024-10-16 23:27:10,694 - net: 74.606 (92.372) 2024-10-16 23:27:22,840 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 39623] [top5_cnt 47329] [top_all 50000] 2024-10-16 23:27:22,841 - net_E: 79.246 (94.658) 2024-10-16 23:27:23,018 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.296 (epoch: 360)] 2024-10-16 23:27:23,019 - ==> Total time: 1 day, 8:14:03 Eta: 2 days, 8:48:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:27:35,825 - Train: 36.20% [452900/1251000] [362.0/1000.0] [batch_t 0.237 (0.301)] [data_t 0.009] [optim_t 0.229] [lr 0.002139] [CE 4.284 (4.257)] [KD 3.360 (3.524)] 2024-10-16 23:27:48,075 - Train: 36.21% [452950/1251000] [362.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002139] [CE 4.135 (4.256)] [KD 3.244 (3.565)] 2024-10-16 23:28:00,448 - Train: 36.21% [453000/1251000] [362.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002138] [CE 4.790 (4.237)] [KD 3.787 (3.557)] 2024-10-16 23:28:12,617 - Train: 36.22% [453050/1251000] [362.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002138] [CE 4.160 (4.237)] [KD 3.559 (3.582)] 2024-10-16 23:28:24,483 - Train: 36.22% [453100/1251000] [362.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002138] [CE 3.884 (4.298)] [KD 3.283 (3.569)] 2024-10-16 23:28:36,351 - Train: 36.22% [453150/1251000] [362.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002138] [CE 3.866 (4.264)] [KD 3.337 (3.573)] 2024-10-16 23:28:48,614 - Train: 36.23% [453200/1251000] [362.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002138] [CE 4.634 (4.233)] [KD 3.863 (3.522)] 2024-10-16 23:29:00,893 - Train: 36.23% [453250/1251000] [362.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002138] [CE 4.202 (4.276)] [KD 3.609 (3.611)] 2024-10-16 23:29:13,280 - Train: 36.24% [453300/1251000] [362.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002137] [CE 4.272 (4.341)] [KD 3.746 (3.626)] 2024-10-16 23:29:25,333 - Train: 36.24% [453350/1251000] [362.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002137] [CE 4.671 (4.233)] [KD 3.716 (3.561)] 2024-10-16 23:29:37,481 - Train: 36.24% [453400/1251000] [362.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.002137] [CE 4.129 (4.209)] [KD 3.462 (3.524)] 2024-10-16 23:29:49,960 - Train: 36.25% [453450/1251000] [362.5/1000.0] [batch_t 0.257 (0.249)] [data_t 0.009] [optim_t 0.248] [lr 0.002137] [CE 4.608 (4.266)] [KD 3.764 (3.543)] 2024-10-16 23:30:02,293 - Train: 36.25% [453500/1251000] [362.5/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.002137] [CE 4.178 (4.310)] [KD 3.472 (3.572)] 2024-10-16 23:30:15,029 - Train: 36.25% [453550/1251000] [362.5/1000.0] [batch_t 0.266 (0.255)] [data_t 0.009] [optim_t 0.257] [lr 0.002137] [CE 4.380 (4.263)] [KD 3.576 (3.558)] 2024-10-16 23:30:27,558 - Train: 36.26% [453600/1251000] [362.6/1000.0] [batch_t 0.476 (0.250)] [data_t 0.009] [optim_t 0.467] [lr 0.002136] [CE 3.915 (4.282)] [KD 3.232 (3.511)] 2024-10-16 23:30:40,148 - Train: 36.26% [453650/1251000] [362.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002136] [CE 4.114 (4.190)] [KD 3.445 (3.514)] 2024-10-16 23:30:52,529 - Train: 36.27% [453700/1251000] [362.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002136] [CE 4.195 (4.283)] [KD 3.369 (3.605)] 2024-10-16 23:31:04,878 - Train: 36.27% [453750/1251000] [362.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002136] [CE 4.631 (4.274)] [KD 3.922 (3.602)] 2024-10-16 23:31:17,260 - Train: 36.27% [453800/1251000] [362.7/1000.0] [batch_t 0.269 (0.248)] [data_t 0.009] [optim_t 0.260] [lr 0.002136] [CE 3.942 (4.273)] [KD 3.646 (3.553)] 2024-10-16 23:31:29,837 - Train: 36.28% [453850/1251000] [362.8/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002135] [CE 4.480 (4.220)] [KD 3.552 (3.594)] 2024-10-16 23:31:42,454 - Train: 36.28% [453900/1251000] [362.8/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002135] [CE 4.258 (4.301)] [KD 3.582 (3.599)] 2024-10-16 23:31:55,111 - Train: 36.29% [453950/1251000] [362.9/1000.0] [batch_t 0.393 (0.253)] [data_t 0.009] [optim_t 0.384] [lr 0.002135] [CE 4.960 (4.286)] [KD 3.870 (3.590)] 2024-10-16 23:32:07,154 - Train: 36.29% [454000/1251000] [362.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002135] [CE 4.099 (4.302)] [KD 3.711 (3.637)] 2024-10-16 23:32:19,488 - Train: 36.29% [454050/1251000] [362.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002135] [CE 3.718 (4.223)] [KD 3.107 (3.499)] 2024-10-16 23:32:31,827 - Train: 36.30% [454100/1251000] [363.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002135] [CE 4.553 (4.224)] [KD 3.582 (3.507)] 2024-10-16 23:32:47,395 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37592] [top5_cnt 46334] [top_all 50000] 2024-10-16 23:32:47,396 - net: 75.184 (92.668) 2024-10-16 23:33:00,016 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 39608] [top5_cnt 47341] [top_all 50000] 2024-10-16 23:33:00,017 - net_E: 79.216 (94.682) 2024-10-16 23:33:00,183 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.296 (epoch: 360)] 2024-10-16 23:33:00,183 - ==> Total time: 1 day, 8:19:40 Eta: 2 days, 8:43:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:33:13,033 - Train: 36.30% [454150/1251000] [363.0/1000.0] [batch_t 0.235 (0.300)] [data_t 0.009] [optim_t 0.227] [lr 0.002134] [CE 4.409 (4.246)] [KD 3.553 (3.538)] 2024-10-16 23:33:25,284 - Train: 36.31% [454200/1251000] [363.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002134] [CE 4.105 (4.352)] [KD 3.648 (3.556)] 2024-10-16 23:33:37,476 - Train: 36.31% [454250/1251000] [363.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002134] [CE 4.283 (4.227)] [KD 3.565 (3.496)] 2024-10-16 23:33:49,312 - Train: 36.31% [454300/1251000] [363.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002134] [CE 4.604 (4.331)] [KD 3.824 (3.572)] 2024-10-16 23:34:01,582 - Train: 36.32% [454350/1251000] [363.2/1000.0] [batch_t 0.331 (0.245)] [data_t 0.009] [optim_t 0.322] [lr 0.002134] [CE 4.224 (4.180)] [KD 3.417 (3.564)] 2024-10-16 23:34:13,772 - Train: 36.32% [454400/1251000] [363.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002134] [CE 4.141 (4.285)] [KD 3.447 (3.598)] 2024-10-16 23:34:25,883 - Train: 36.33% [454450/1251000] [363.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002133] [CE 4.792 (4.339)] [KD 3.823 (3.631)] 2024-10-16 23:34:37,885 - Train: 36.33% [454500/1251000] [363.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002133] [CE 4.050 (4.255)] [KD 3.330 (3.532)] 2024-10-16 23:34:49,854 - Train: 36.33% [454550/1251000] [363.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002133] [CE 4.131 (4.246)] [KD 3.591 (3.526)] 2024-10-16 23:35:02,208 - Train: 36.34% [454600/1251000] [363.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002133] [CE 4.343 (4.302)] [KD 3.701 (3.609)] 2024-10-16 23:35:14,428 - Train: 36.34% [454650/1251000] [363.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002133] [CE 4.211 (4.266)] [KD 3.580 (3.572)] 2024-10-16 23:35:26,607 - Train: 36.35% [454700/1251000] [363.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002133] [CE 4.409 (4.252)] [KD 3.738 (3.532)] 2024-10-16 23:35:38,489 - Train: 36.35% [454750/1251000] [363.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002132] [CE 4.215 (4.267)] [KD 3.417 (3.571)] 2024-10-16 23:35:50,666 - Train: 36.35% [454800/1251000] [363.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002132] [CE 3.919 (4.232)] [KD 3.369 (3.520)] 2024-10-16 23:36:02,854 - Train: 36.36% [454850/1251000] [363.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002132] [CE 4.831 (4.319)] [KD 3.817 (3.572)] 2024-10-16 23:36:14,749 - Train: 36.36% [454900/1251000] [363.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002132] [CE 4.077 (4.290)] [KD 3.439 (3.560)] 2024-10-16 23:36:26,523 - Train: 36.37% [454950/1251000] [363.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002132] [CE 3.812 (4.276)] [KD 3.364 (3.599)] 2024-10-16 23:36:38,868 - Train: 36.37% [455000/1251000] [363.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002132] [CE 4.164 (4.373)] [KD 3.505 (3.635)] 2024-10-16 23:36:50,949 - Train: 36.37% [455050/1251000] [363.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002131] [CE 4.232 (4.281)] [KD 3.496 (3.595)] 2024-10-16 23:37:03,366 - Train: 36.38% [455100/1251000] [363.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002131] [CE 4.640 (4.253)] [KD 3.667 (3.572)] 2024-10-16 23:37:15,393 - Train: 36.38% [455150/1251000] [363.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002131] [CE 4.426 (4.303)] [KD 3.717 (3.613)] 2024-10-16 23:37:27,478 - Train: 36.39% [455200/1251000] [363.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002131] [CE 4.427 (4.318)] [KD 3.656 (3.643)] 2024-10-16 23:37:39,533 - Train: 36.39% [455250/1251000] [363.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002131] [CE 4.587 (4.303)] [KD 3.809 (3.632)] 2024-10-16 23:37:51,683 - Train: 36.39% [455300/1251000] [363.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002131] [CE 4.315 (4.299)] [KD 3.584 (3.552)] 2024-10-16 23:38:03,454 - Train: 36.40% [455350/1251000] [364.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002130] [CE 3.966 (4.262)] [KD 3.664 (3.570)] 2024-10-16 23:38:18,902 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37215] [top5_cnt 46161] [top_all 50000] 2024-10-16 23:38:18,902 - net: 74.430 (92.322) 2024-10-16 23:38:31,235 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39635] [top5_cnt 47328] [top_all 50000] 2024-10-16 23:38:31,235 - net_E: 79.270 (94.656) 2024-10-16 23:38:31,411 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.296 (epoch: 360)] 2024-10-16 23:38:31,412 - ==> Total time: 1 day, 8:25:12 Eta: 2 days, 8:38:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:38:44,031 - Train: 36.40% [455400/1251000] [364.0/1000.0] [batch_t 0.238 (0.300)] [data_t 0.009] [optim_t 0.229] [lr 0.002130] [CE 4.200 (4.339)] [KD 3.479 (3.630)] 2024-10-16 23:38:56,479 - Train: 36.41% [455450/1251000] [364.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002130] [CE 4.289 (4.325)] [KD 3.268 (3.615)] 2024-10-16 23:39:08,965 - Train: 36.41% [455500/1251000] [364.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002130] [CE 4.200 (4.276)] [KD 3.581 (3.551)] 2024-10-16 23:39:20,944 - Train: 36.41% [455550/1251000] [364.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002130] [CE 4.463 (4.190)] [KD 3.596 (3.522)] 2024-10-16 23:39:32,968 - Train: 36.42% [455600/1251000] [364.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002130] [CE 4.403 (4.356)] [KD 3.755 (3.602)] 2024-10-16 23:39:44,979 - Train: 36.42% [455650/1251000] [364.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002129] [CE 4.945 (4.288)] [KD 3.899 (3.592)] 2024-10-16 23:39:56,910 - Train: 36.43% [455700/1251000] [364.3/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002129] [CE 3.950 (4.231)] [KD 3.321 (3.489)] 2024-10-16 23:40:09,123 - Train: 36.43% [455750/1251000] [364.3/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002129] [CE 4.412 (4.310)] [KD 3.667 (3.601)] 2024-10-16 23:40:21,635 - Train: 36.43% [455800/1251000] [364.3/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002129] [CE 4.590 (4.307)] [KD 3.613 (3.527)] 2024-10-16 23:40:33,890 - Train: 36.44% [455850/1251000] [364.4/1000.0] [batch_t 0.383 (0.245)] [data_t 0.009] [optim_t 0.374] [lr 0.002129] [CE 4.075 (4.240)] [KD 3.398 (3.491)] 2024-10-16 23:40:46,105 - Train: 36.44% [455900/1251000] [364.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002129] [CE 4.367 (4.230)] [KD 3.424 (3.527)] 2024-10-16 23:40:58,134 - Train: 36.45% [455950/1251000] [364.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002128] [CE 3.720 (4.203)] [KD 3.257 (3.488)] 2024-10-16 23:41:10,499 - Train: 36.45% [456000/1251000] [364.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002128] [CE 4.849 (4.339)] [KD 3.837 (3.592)] 2024-10-16 23:41:22,690 - Train: 36.45% [456050/1251000] [364.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002128] [CE 4.374 (4.318)] [KD 3.639 (3.583)] 2024-10-16 23:41:34,870 - Train: 36.46% [456100/1251000] [364.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002128] [CE 4.085 (4.275)] [KD 3.592 (3.609)] 2024-10-16 23:41:47,094 - Train: 36.46% [456150/1251000] [364.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002128] [CE 4.192 (4.231)] [KD 3.491 (3.511)] 2024-10-16 23:41:59,422 - Train: 36.47% [456200/1251000] [364.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002128] [CE 4.271 (4.211)] [KD 3.634 (3.463)] 2024-10-16 23:42:11,590 - Train: 36.47% [456250/1251000] [364.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002127] [CE 4.082 (4.338)] [KD 3.298 (3.603)] 2024-10-16 23:42:23,688 - Train: 36.47% [456300/1251000] [364.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002127] [CE 4.434 (4.297)] [KD 3.543 (3.524)] 2024-10-16 23:42:36,072 - Train: 36.48% [456350/1251000] [364.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002127] [CE 4.342 (4.272)] [KD 3.531 (3.554)] 2024-10-16 23:42:48,179 - Train: 36.48% [456400/1251000] [364.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002127] [CE 4.263 (4.250)] [KD 3.491 (3.555)] 2024-10-16 23:43:00,577 - Train: 36.49% [456450/1251000] [364.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002127] [CE 4.076 (4.273)] [KD 3.571 (3.511)] 2024-10-16 23:43:12,570 - Train: 36.49% [456500/1251000] [364.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002126] [CE 4.327 (4.234)] [KD 3.476 (3.515)] 2024-10-16 23:43:24,610 - Train: 36.49% [456550/1251000] [364.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002126] [CE 4.640 (4.275)] [KD 3.741 (3.643)] 2024-10-16 23:43:36,763 - Train: 36.50% [456600/1251000] [365.0/1000.0] [batch_t 0.297 (0.243)] [data_t 0.022] [optim_t 0.275] [lr 0.002126] [CE 4.532 (4.334)] [KD 3.598 (3.649)] 2024-10-16 23:43:52,372 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37332] [top5_cnt 46239] [top_all 50000] 2024-10-16 23:43:52,373 - net: 74.664 (92.478) 2024-10-16 23:44:04,940 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39649] [top5_cnt 47325] [top_all 50000] 2024-10-16 23:44:04,941 - net_E: 79.298 (94.650) 2024-10-16 23:44:05,080 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.298 (epoch: 365)] 2024-10-16 23:44:05,081 - ==> Total time: 1 day, 8:30:45 Eta: 2 days, 8:33:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:44:18,870 - Train: 36.50% [456650/1251000] [365.0/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.002126] [CE 4.526 (4.246)] [KD 3.511 (3.481)] 2024-10-16 23:44:30,800 - Train: 36.51% [456700/1251000] [365.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002126] [CE 4.295 (4.219)] [KD 3.651 (3.491)] 2024-10-16 23:44:43,337 - Train: 36.51% [456750/1251000] [365.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002126] [CE 4.022 (4.189)] [KD 3.605 (3.540)] 2024-10-16 23:44:55,087 - Train: 36.51% [456800/1251000] [365.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002125] [CE 4.334 (4.318)] [KD 3.668 (3.616)] 2024-10-16 23:45:07,042 - Train: 36.52% [456850/1251000] [365.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002125] [CE 4.345 (4.322)] [KD 3.422 (3.522)] 2024-10-16 23:45:19,074 - Train: 36.52% [456900/1251000] [365.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002125] [CE 4.301 (4.310)] [KD 3.724 (3.592)] 2024-10-16 23:45:31,254 - Train: 36.53% [456950/1251000] [365.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002125] [CE 4.152 (4.307)] [KD 3.572 (3.582)] 2024-10-16 23:45:43,041 - Train: 36.53% [457000/1251000] [365.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002125] [CE 4.247 (4.274)] [KD 3.507 (3.574)] 2024-10-16 23:45:55,049 - Train: 36.53% [457050/1251000] [365.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002125] [CE 3.827 (4.238)] [KD 3.463 (3.565)] 2024-10-16 23:46:07,258 - Train: 36.54% [457100/1251000] [365.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002124] [CE 4.444 (4.304)] [KD 3.722 (3.586)] 2024-10-16 23:46:19,277 - Train: 36.54% [457150/1251000] [365.4/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002124] [CE 3.857 (4.188)] [KD 3.629 (3.475)] 2024-10-16 23:46:31,177 - Train: 36.55% [457200/1251000] [365.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.002124] [CE 4.345 (4.343)] [KD 3.493 (3.624)] 2024-10-16 23:46:43,080 - Train: 36.55% [457250/1251000] [365.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002124] [CE 4.104 (4.304)] [KD 3.479 (3.594)] 2024-10-16 23:46:55,180 - Train: 36.55% [457300/1251000] [365.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002124] [CE 4.195 (4.272)] [KD 3.426 (3.591)] 2024-10-16 23:47:07,197 - Train: 36.56% [457350/1251000] [365.6/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002124] [CE 4.719 (4.250)] [KD 3.736 (3.580)] 2024-10-16 23:47:19,350 - Train: 36.56% [457400/1251000] [365.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002123] [CE 4.402 (4.279)] [KD 3.560 (3.590)] 2024-10-16 23:47:31,274 - Train: 36.57% [457450/1251000] [365.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002123] [CE 4.346 (4.292)] [KD 3.668 (3.581)] 2024-10-16 23:47:43,140 - Train: 36.57% [457500/1251000] [365.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002123] [CE 4.587 (4.324)] [KD 3.702 (3.580)] 2024-10-16 23:47:55,284 - Train: 36.57% [457550/1251000] [365.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002123] [CE 4.148 (4.216)] [KD 3.535 (3.561)] 2024-10-16 23:48:07,240 - Train: 36.58% [457600/1251000] [365.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002123] [CE 3.943 (4.266)] [KD 3.477 (3.534)] 2024-10-16 23:48:19,142 - Train: 36.58% [457650/1251000] [365.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002123] [CE 4.709 (4.295)] [KD 3.685 (3.563)] 2024-10-16 23:48:31,490 - Train: 36.59% [457700/1251000] [365.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002122] [CE 4.608 (4.296)] [KD 3.859 (3.609)] 2024-10-16 23:48:43,950 - Train: 36.59% [457750/1251000] [365.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002122] [CE 4.076 (4.242)] [KD 3.692 (3.609)] 2024-10-16 23:48:55,845 - Train: 36.59% [457800/1251000] [365.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002122] [CE 4.134 (4.208)] [KD 3.389 (3.512)] 2024-10-16 23:49:07,962 - Train: 36.60% [457850/1251000] [366.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002122] [CE 4.661 (4.321)] [KD 3.457 (3.611)] 2024-10-16 23:49:23,877 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37584] [top5_cnt 46287] [top_all 50000] 2024-10-16 23:49:23,877 - net: 75.168 (92.574) 2024-10-16 23:49:36,178 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39679] [top5_cnt 47347] [top_all 50000] 2024-10-16 23:49:36,179 - net_E: 79.358 (94.694) 2024-10-16 23:49:36,344 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.358 (epoch: 366)] 2024-10-16 23:49:36,344 - ==> Total time: 1 day, 8:36:16 Eta: 2 days, 8:28:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:49:49,564 - Train: 36.60% [457900/1251000] [366.0/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.002122] [CE 4.422 (4.235)] [KD 3.584 (3.533)] 2024-10-16 23:50:02,086 - Train: 36.61% [457950/1251000] [366.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002122] [CE 3.902 (4.220)] [KD 3.459 (3.506)] 2024-10-16 23:50:14,391 - Train: 36.61% [458000/1251000] [366.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002121] [CE 3.921 (4.310)] [KD 3.260 (3.547)] 2024-10-16 23:50:26,249 - Train: 36.61% [458050/1251000] [366.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002121] [CE 4.183 (4.302)] [KD 3.382 (3.516)] 2024-10-16 23:50:38,272 - Train: 36.62% [458100/1251000] [366.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002121] [CE 4.669 (4.304)] [KD 3.980 (3.551)] 2024-10-16 23:50:50,269 - Train: 36.62% [458150/1251000] [366.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002121] [CE 4.359 (4.273)] [KD 3.889 (3.625)] 2024-10-16 23:51:02,247 - Train: 36.63% [458200/1251000] [366.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002121] [CE 4.691 (4.258)] [KD 3.982 (3.550)] 2024-10-16 23:51:14,236 - Train: 36.63% [458250/1251000] [366.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002121] [CE 4.265 (4.261)] [KD 3.738 (3.508)] 2024-10-16 23:51:26,150 - Train: 36.63% [458300/1251000] [366.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002120] [CE 4.220 (4.298)] [KD 3.567 (3.533)] 2024-10-16 23:51:38,005 - Train: 36.64% [458350/1251000] [366.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002120] [CE 3.430 (4.247)] [KD 3.111 (3.515)] 2024-10-16 23:51:50,140 - Train: 36.64% [458400/1251000] [366.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002120] [CE 3.939 (4.307)] [KD 3.421 (3.520)] 2024-10-16 23:52:01,934 - Train: 36.65% [458450/1251000] [366.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002120] [CE 3.965 (4.294)] [KD 3.648 (3.559)] 2024-10-16 23:52:13,673 - Train: 36.65% [458500/1251000] [366.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002120] [CE 4.219 (4.244)] [KD 3.263 (3.551)] 2024-10-16 23:52:25,567 - Train: 36.65% [458550/1251000] [366.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002120] [CE 4.051 (4.308)] [KD 3.434 (3.565)] 2024-10-16 23:52:38,182 - Train: 36.66% [458600/1251000] [366.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.002119] [CE 4.878 (4.343)] [KD 4.042 (3.627)] 2024-10-16 23:52:50,157 - Train: 36.66% [458650/1251000] [366.6/1000.0] [batch_t 0.385 (0.239)] [data_t 0.009] [optim_t 0.376] [lr 0.002119] [CE 4.115 (4.316)] [KD 3.437 (3.656)] 2024-10-16 23:53:01,958 - Train: 36.67% [458700/1251000] [366.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002119] [CE 4.303 (4.328)] [KD 3.374 (3.559)] 2024-10-16 23:53:13,888 - Train: 36.67% [458750/1251000] [366.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002119] [CE 4.212 (4.303)] [KD 3.467 (3.537)] 2024-10-16 23:53:25,961 - Train: 36.67% [458800/1251000] [366.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002119] [CE 4.190 (4.284)] [KD 3.678 (3.555)] 2024-10-16 23:53:37,683 - Train: 36.68% [458850/1251000] [366.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002118] [CE 3.890 (4.285)] [KD 3.278 (3.494)] 2024-10-16 23:53:49,810 - Train: 36.68% [458900/1251000] [366.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002118] [CE 4.217 (4.299)] [KD 3.388 (3.585)] 2024-10-16 23:54:02,281 - Train: 36.69% [458950/1251000] [366.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002118] [CE 4.622 (4.289)] [KD 3.607 (3.564)] 2024-10-16 23:54:14,556 - Train: 36.69% [459000/1251000] [366.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002118] [CE 4.027 (4.249)] [KD 3.399 (3.540)] 2024-10-16 23:54:26,535 - Train: 36.69% [459050/1251000] [366.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002118] [CE 4.412 (4.295)] [KD 3.952 (3.619)] 2024-10-16 23:54:38,540 - Train: 36.70% [459100/1251000] [367.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002118] [CE 3.990 (4.251)] [KD 3.572 (3.570)] 2024-10-16 23:54:55,498 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 37352] [top5_cnt 46183] [top_all 50000] 2024-10-16 23:54:55,498 - net: 74.704 (92.366) 2024-10-16 23:55:07,987 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39712] [top5_cnt 47346] [top_all 50000] 2024-10-16 23:55:07,988 - net_E: 79.424 (94.692) 2024-10-16 23:55:08,153 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.424 (epoch: 367)] 2024-10-16 23:55:08,153 - ==> Total time: 1 day, 8:41:48 Eta: 2 days, 8:23:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-16 23:55:21,832 - Train: 36.70% [459150/1251000] [367.0/1000.0] [batch_t 0.233 (0.278)] [data_t 0.009] [optim_t 0.224] [lr 0.002117] [CE 4.380 (4.182)] [KD 3.528 (3.534)] 2024-10-16 23:55:34,008 - Train: 36.71% [459200/1251000] [367.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002117] [CE 4.308 (4.275)] [KD 3.543 (3.598)] 2024-10-16 23:55:46,416 - Train: 36.71% [459250/1251000] [367.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002117] [CE 4.749 (4.328)] [KD 3.854 (3.612)] 2024-10-16 23:55:58,159 - Train: 36.71% [459300/1251000] [367.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002117] [CE 4.313 (4.285)] [KD 3.612 (3.570)] 2024-10-16 23:56:10,169 - Train: 36.72% [459350/1251000] [367.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002117] [CE 4.155 (4.286)] [KD 3.375 (3.599)] 2024-10-16 23:56:22,521 - Train: 36.72% [459400/1251000] [367.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002117] [CE 4.069 (4.196)] [KD 3.614 (3.523)] 2024-10-16 23:56:34,310 - Train: 36.73% [459450/1251000] [367.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002116] [CE 4.261 (4.282)] [KD 3.562 (3.553)] 2024-10-16 23:56:46,270 - Train: 36.73% [459500/1251000] [367.3/1000.0] [batch_t 0.379 (0.239)] [data_t 0.009] [optim_t 0.371] [lr 0.002116] [CE 4.346 (4.320)] [KD 3.499 (3.575)] 2024-10-16 23:56:58,597 - Train: 36.73% [459550/1251000] [367.3/1000.0] [batch_t 0.359 (0.246)] [data_t 0.009] [optim_t 0.350] [lr 0.002116] [CE 4.618 (4.361)] [KD 3.741 (3.593)] 2024-10-16 23:57:10,610 - Train: 36.74% [459600/1251000] [367.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002116] [CE 4.587 (4.276)] [KD 3.775 (3.570)] 2024-10-16 23:57:22,405 - Train: 36.74% [459650/1251000] [367.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002116] [CE 4.182 (4.333)] [KD 3.598 (3.612)] 2024-10-16 23:57:34,409 - Train: 36.75% [459700/1251000] [367.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002116] [CE 4.334 (4.285)] [KD 3.467 (3.522)] 2024-10-16 23:57:46,343 - Train: 36.75% [459750/1251000] [367.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002115] [CE 4.412 (4.284)] [KD 3.611 (3.499)] 2024-10-16 23:57:58,493 - Train: 36.75% [459800/1251000] [367.5/1000.0] [batch_t 0.368 (0.243)] [data_t 0.009] [optim_t 0.359] [lr 0.002115] [CE 4.557 (4.237)] [KD 3.660 (3.508)] 2024-10-16 23:58:10,326 - Train: 36.76% [459850/1251000] [367.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002115] [CE 4.685 (4.265)] [KD 3.824 (3.551)] 2024-10-16 23:58:22,363 - Train: 36.76% [459900/1251000] [367.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002115] [CE 3.842 (4.253)] [KD 3.252 (3.502)] 2024-10-16 23:58:34,225 - Train: 36.77% [459950/1251000] [367.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002115] [CE 4.106 (4.263)] [KD 3.389 (3.510)] 2024-10-16 23:58:46,332 - Train: 36.77% [460000/1251000] [367.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002115] [CE 4.112 (4.279)] [KD 3.426 (3.608)] 2024-10-16 23:58:58,240 - Train: 36.77% [460050/1251000] [367.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002114] [CE 3.843 (4.230)] [KD 3.316 (3.547)] 2024-10-16 23:59:10,089 - Train: 36.78% [460100/1251000] [367.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002114] [CE 4.254 (4.256)] [KD 3.465 (3.563)] 2024-10-16 23:59:21,985 - Train: 36.78% [460150/1251000] [367.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002114] [CE 4.067 (4.236)] [KD 3.516 (3.587)] 2024-10-16 23:59:34,129 - Train: 36.79% [460200/1251000] [367.9/1000.0] [batch_t 0.358 (0.243)] [data_t 0.009] [optim_t 0.349] [lr 0.002114] [CE 4.811 (4.284)] [KD 3.998 (3.596)] 2024-10-16 23:59:46,150 - Train: 36.79% [460250/1251000] [367.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002114] [CE 4.003 (4.252)] [KD 3.457 (3.582)] 2024-10-16 23:59:57,992 - Train: 36.79% [460300/1251000] [367.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002114] [CE 4.077 (4.233)] [KD 3.418 (3.517)] 2024-10-17 00:00:10,006 - Train: 36.80% [460350/1251000] [368.0/1000.0] [batch_t 0.389 (0.240)] [data_t 0.009] [optim_t 0.380] [lr 0.002113] [CE 4.445 (4.276)] [KD 3.565 (3.553)] 2024-10-17 00:00:26,406 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37475] [top5_cnt 46347] [top_all 50000] 2024-10-17 00:00:26,407 - net: 74.950 (92.694) 2024-10-17 00:00:38,988 - Test (net_E): 100.00% [50/50] [batch_t 0.098 (0.243)] [top1_cnt 39687] [top5_cnt 47350] [top_all 50000] 2024-10-17 00:00:38,988 - net_E: 79.374 (94.700) 2024-10-17 00:00:39,155 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.424 (epoch: 367)] 2024-10-17 00:00:39,155 - ==> Total time: 1 day, 8:47:19 Eta: 2 days, 8:18:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:00:50,686 - Train: 36.80% [460400/1251000] [368.0/1000.0] [batch_t 0.233 (0.315)] [data_t 0.009] [optim_t 0.225] [lr 0.002113] [CE 4.128 (4.256)] [KD 3.351 (3.553)] 2024-10-17 00:01:02,836 - Train: 36.81% [460450/1251000] [368.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002113] [CE 4.486 (4.238)] [KD 3.633 (3.543)] 2024-10-17 00:01:15,251 - Train: 36.81% [460500/1251000] [368.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002113] [CE 4.409 (4.291)] [KD 3.386 (3.529)] 2024-10-17 00:01:27,377 - Train: 36.81% [460550/1251000] [368.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002113] [CE 4.352 (4.300)] [KD 3.969 (3.568)] 2024-10-17 00:01:39,386 - Train: 36.82% [460600/1251000] [368.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002113] [CE 4.157 (4.362)] [KD 3.374 (3.665)] 2024-10-17 00:01:51,197 - Train: 36.82% [460650/1251000] [368.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002112] [CE 4.052 (4.297)] [KD 3.557 (3.562)] 2024-10-17 00:02:03,424 - Train: 36.83% [460700/1251000] [368.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002112] [CE 4.356 (4.292)] [KD 3.743 (3.518)] 2024-10-17 00:02:15,488 - Train: 36.83% [460750/1251000] [368.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002112] [CE 4.889 (4.232)] [KD 3.899 (3.551)] 2024-10-17 00:02:27,340 - Train: 36.83% [460800/1251000] [368.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002112] [CE 4.217 (4.283)] [KD 3.647 (3.552)] 2024-10-17 00:02:39,195 - Train: 36.84% [460850/1251000] [368.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002112] [CE 3.643 (4.302)] [KD 3.302 (3.529)] 2024-10-17 00:02:51,484 - Train: 36.84% [460900/1251000] [368.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002112] [CE 4.110 (4.224)] [KD 3.475 (3.537)] 2024-10-17 00:03:03,390 - Train: 36.85% [460950/1251000] [368.5/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002111] [CE 4.630 (4.219)] [KD 3.852 (3.518)] 2024-10-17 00:03:15,147 - Train: 36.85% [461000/1251000] [368.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002111] [CE 3.991 (4.262)] [KD 3.073 (3.534)] 2024-10-17 00:03:27,281 - Train: 36.85% [461050/1251000] [368.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002111] [CE 4.202 (4.286)] [KD 3.383 (3.522)] 2024-10-17 00:03:39,842 - Train: 36.86% [461100/1251000] [368.6/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.002111] [CE 4.459 (4.248)] [KD 3.583 (3.535)] 2024-10-17 00:03:51,749 - Train: 36.86% [461150/1251000] [368.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002111] [CE 4.185 (4.310)] [KD 3.492 (3.508)] 2024-10-17 00:04:03,833 - Train: 36.87% [461200/1251000] [368.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002110] [CE 3.973 (4.241)] [KD 3.530 (3.588)] 2024-10-17 00:04:15,734 - Train: 36.87% [461250/1251000] [368.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002110] [CE 4.013 (4.242)] [KD 3.377 (3.570)] 2024-10-17 00:04:28,021 - Train: 36.87% [461300/1251000] [368.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002110] [CE 4.523 (4.341)] [KD 3.539 (3.661)] 2024-10-17 00:04:40,067 - Train: 36.88% [461350/1251000] [368.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002110] [CE 4.160 (4.344)] [KD 3.502 (3.632)] 2024-10-17 00:04:51,977 - Train: 36.88% [461400/1251000] [368.8/1000.0] [batch_t 0.367 (0.238)] [data_t 0.009] [optim_t 0.358] [lr 0.002110] [CE 4.186 (4.311)] [KD 3.686 (3.547)] 2024-10-17 00:05:03,808 - Train: 36.89% [461450/1251000] [368.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002110] [CE 4.103 (4.351)] [KD 3.322 (3.634)] 2024-10-17 00:05:16,014 - Train: 36.89% [461500/1251000] [368.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002109] [CE 4.014 (4.337)] [KD 3.401 (3.609)] 2024-10-17 00:05:28,541 - Train: 36.89% [461550/1251000] [368.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002109] [CE 4.482 (4.303)] [KD 3.784 (3.626)] 2024-10-17 00:05:40,683 - Train: 36.90% [461600/1251000] [369.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002109] [CE 3.986 (4.265)] [KD 3.581 (3.567)] 2024-10-17 00:05:57,416 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37319] [top5_cnt 46221] [top_all 50000] 2024-10-17 00:05:57,416 - net: 74.638 (92.442) 2024-10-17 00:06:09,863 - Test (net_E): 100.00% [50/50] [batch_t 0.088 (0.241)] [top1_cnt 39698] [top5_cnt 47358] [top_all 50000] 2024-10-17 00:06:09,863 - net_E: 79.396 (94.716) 2024-10-17 00:06:10,024 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.424 (epoch: 367)] 2024-10-17 00:06:10,025 - ==> Total time: 1 day, 8:52:50 Eta: 2 days, 8:13:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:06:21,471 - Train: 36.90% [461650/1251000] [369.0/1000.0] [batch_t 0.235 (0.322)] [data_t 0.009] [optim_t 0.226] [lr 0.002109] [CE 3.779 (4.242)] [KD 3.197 (3.550)] 2024-10-17 00:06:33,910 - Train: 36.91% [461700/1251000] [369.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002109] [CE 4.446 (4.336)] [KD 3.573 (3.559)] 2024-10-17 00:06:46,100 - Train: 36.91% [461750/1251000] [369.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002109] [CE 3.847 (4.314)] [KD 3.405 (3.536)] 2024-10-17 00:06:58,020 - Train: 36.91% [461800/1251000] [369.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002108] [CE 4.587 (4.272)] [KD 3.686 (3.529)] 2024-10-17 00:07:10,054 - Train: 36.92% [461850/1251000] [369.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002108] [CE 3.745 (4.262)] [KD 3.231 (3.494)] 2024-10-17 00:07:22,050 - Train: 36.92% [461900/1251000] [369.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002108] [CE 4.191 (4.266)] [KD 3.645 (3.527)] 2024-10-17 00:07:33,890 - Train: 36.93% [461950/1251000] [369.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002108] [CE 4.328 (4.255)] [KD 3.531 (3.573)] 2024-10-17 00:07:45,760 - Train: 36.93% [462000/1251000] [369.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002108] [CE 4.074 (4.236)] [KD 3.466 (3.594)] 2024-10-17 00:07:57,742 - Train: 36.93% [462050/1251000] [369.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002108] [CE 4.626 (4.316)] [KD 3.795 (3.581)] 2024-10-17 00:08:09,973 - Train: 36.94% [462100/1251000] [369.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002107] [CE 4.318 (4.207)] [KD 3.517 (3.525)] 2024-10-17 00:08:21,931 - Train: 36.94% [462150/1251000] [369.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002107] [CE 4.336 (4.301)] [KD 3.599 (3.562)] 2024-10-17 00:08:33,643 - Train: 36.95% [462200/1251000] [369.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002107] [CE 4.279 (4.252)] [KD 3.718 (3.485)] 2024-10-17 00:08:45,416 - Train: 36.95% [462250/1251000] [369.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002107] [CE 4.185 (4.232)] [KD 3.437 (3.535)] 2024-10-17 00:08:57,470 - Train: 36.95% [462300/1251000] [369.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002107] [CE 4.787 (4.300)] [KD 3.939 (3.546)] 2024-10-17 00:09:09,329 - Train: 36.96% [462350/1251000] [369.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002107] [CE 4.567 (4.265)] [KD 3.577 (3.515)] 2024-10-17 00:09:21,294 - Train: 36.96% [462400/1251000] [369.6/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002106] [CE 4.488 (4.389)] [KD 3.947 (3.598)] 2024-10-17 00:09:33,511 - Train: 36.97% [462450/1251000] [369.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002106] [CE 4.287 (4.249)] [KD 3.666 (3.581)] 2024-10-17 00:09:45,614 - Train: 36.97% [462500/1251000] [369.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002106] [CE 4.154 (4.250)] [KD 3.791 (3.620)] 2024-10-17 00:09:57,383 - Train: 36.97% [462550/1251000] [369.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002106] [CE 4.098 (4.286)] [KD 3.365 (3.571)] 2024-10-17 00:10:09,256 - Train: 36.98% [462600/1251000] [369.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002106] [CE 3.997 (4.320)] [KD 3.479 (3.617)] 2024-10-17 00:10:21,091 - Train: 36.98% [462650/1251000] [369.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002106] [CE 4.098 (4.307)] [KD 3.458 (3.628)] 2024-10-17 00:10:33,396 - Train: 36.99% [462700/1251000] [369.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002105] [CE 4.569 (4.320)] [KD 3.775 (3.589)] 2024-10-17 00:10:45,522 - Train: 36.99% [462750/1251000] [369.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002105] [CE 4.546 (4.262)] [KD 3.639 (3.530)] 2024-10-17 00:10:57,357 - Train: 36.99% [462800/1251000] [369.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002105] [CE 4.215 (4.222)] [KD 3.617 (3.553)] 2024-10-17 00:11:09,128 - Train: 37.00% [462850/1251000] [370.0/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002105] [CE 4.422 (4.306)] [KD 3.631 (3.569)] 2024-10-17 00:11:26,142 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37434] [top5_cnt 46309] [top_all 50000] 2024-10-17 00:11:26,143 - net: 74.868 (92.618) 2024-10-17 00:11:38,523 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39705] [top5_cnt 47356] [top_all 50000] 2024-10-17 00:11:38,524 - net_E: 79.410 (94.712) 2024-10-17 00:11:38,692 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.424 (epoch: 367)] 2024-10-17 00:11:38,693 - ==> Total time: 1 day, 8:58:19 Eta: 2 days, 8:08:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:11:49,678 - Train: 37.00% [462900/1251000] [370.0/1000.0] [batch_t 0.235 (0.321)] [data_t 0.009] [optim_t 0.226] [lr 0.002105] [CE 4.137 (4.260)] [KD 3.475 (3.503)] 2024-10-17 00:12:02,157 - Train: 37.01% [462950/1251000] [370.1/1000.0] [batch_t 0.527 (0.249)] [data_t 0.009] [optim_t 0.518] [lr 0.002104] [CE 4.562 (4.276)] [KD 3.696 (3.540)] 2024-10-17 00:12:14,565 - Train: 37.01% [463000/1251000] [370.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002104] [CE 4.433 (4.294)] [KD 3.822 (3.560)] 2024-10-17 00:12:26,945 - Train: 37.01% [463050/1251000] [370.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002104] [CE 4.194 (4.295)] [KD 3.243 (3.491)] 2024-10-17 00:12:39,043 - Train: 37.02% [463100/1251000] [370.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002104] [CE 4.502 (4.223)] [KD 3.567 (3.497)] 2024-10-17 00:12:51,269 - Train: 37.02% [463150/1251000] [370.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002104] [CE 4.536 (4.312)] [KD 3.533 (3.485)] 2024-10-17 00:13:03,924 - Train: 37.03% [463200/1251000] [370.3/1000.0] [batch_t 0.295 (0.253)] [data_t 0.009] [optim_t 0.286] [lr 0.002104] [CE 4.274 (4.215)] [KD 3.467 (3.529)] 2024-10-17 00:13:15,738 - Train: 37.03% [463250/1251000] [370.3/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002103] [CE 3.927 (4.200)] [KD 3.163 (3.476)] 2024-10-17 00:13:27,665 - Train: 37.03% [463300/1251000] [370.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002103] [CE 4.185 (4.267)] [KD 3.587 (3.517)] 2024-10-17 00:13:39,514 - Train: 37.04% [463350/1251000] [370.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002103] [CE 4.097 (4.289)] [KD 3.372 (3.609)] 2024-10-17 00:13:51,965 - Train: 37.04% [463400/1251000] [370.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002103] [CE 4.555 (4.321)] [KD 3.686 (3.541)] 2024-10-17 00:14:03,958 - Train: 37.05% [463450/1251000] [370.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002103] [CE 4.196 (4.331)] [KD 3.518 (3.540)] 2024-10-17 00:14:16,061 - Train: 37.05% [463500/1251000] [370.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002103] [CE 4.033 (4.208)] [KD 3.239 (3.531)] 2024-10-17 00:14:28,387 - Train: 37.05% [463550/1251000] [370.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002102] [CE 4.646 (4.352)] [KD 3.582 (3.592)] 2024-10-17 00:14:40,752 - Train: 37.06% [463600/1251000] [370.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.002102] [CE 4.308 (4.214)] [KD 3.591 (3.546)] 2024-10-17 00:14:52,816 - Train: 37.06% [463650/1251000] [370.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002102] [CE 4.999 (4.212)] [KD 4.031 (3.492)] 2024-10-17 00:15:05,157 - Train: 37.07% [463700/1251000] [370.7/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.002102] [CE 4.190 (4.247)] [KD 3.649 (3.590)] 2024-10-17 00:15:17,490 - Train: 37.07% [463750/1251000] [370.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002102] [CE 4.342 (4.316)] [KD 3.904 (3.643)] 2024-10-17 00:15:30,078 - Train: 37.07% [463800/1251000] [370.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002102] [CE 4.386 (4.262)] [KD 3.656 (3.572)] 2024-10-17 00:15:42,666 - Train: 37.08% [463850/1251000] [370.8/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.002101] [CE 4.326 (4.263)] [KD 3.491 (3.551)] 2024-10-17 00:15:54,707 - Train: 37.08% [463900/1251000] [370.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002101] [CE 4.253 (4.261)] [KD 3.374 (3.514)] 2024-10-17 00:16:06,762 - Train: 37.09% [463950/1251000] [370.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002101] [CE 4.043 (4.363)] [KD 3.474 (3.581)] 2024-10-17 00:16:19,494 - Train: 37.09% [464000/1251000] [370.9/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.002101] [CE 4.589 (4.275)] [KD 3.726 (3.516)] 2024-10-17 00:16:31,702 - Train: 37.09% [464050/1251000] [370.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002101] [CE 3.827 (4.319)] [KD 3.261 (3.575)] 2024-10-17 00:16:44,438 - Train: 37.10% [464100/1251000] [371.0/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.002101] [CE 4.524 (4.334)] [KD 3.855 (3.632)] 2024-10-17 00:17:01,753 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37477] [top5_cnt 46367] [top_all 50000] 2024-10-17 00:17:01,754 - net: 74.954 (92.734) 2024-10-17 00:17:13,929 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39733] [top5_cnt 47367] [top_all 50000] 2024-10-17 00:17:13,930 - net_E: 79.466 (94.734) 2024-10-17 00:17:14,076 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.466 (epoch: 371)] 2024-10-17 00:17:14,076 - ==> Total time: 1 day, 9:03:54 Eta: 2 days, 8:03:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:17:26,742 - Train: 37.10% [464150/1251000] [371.0/1000.0] [batch_t 0.238 (0.293)] [data_t 0.009] [optim_t 0.229] [lr 0.002100] [CE 4.920 (4.301)] [KD 3.891 (3.546)] 2024-10-17 00:17:39,012 - Train: 37.11% [464200/1251000] [371.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002100] [CE 4.177 (4.245)] [KD 3.556 (3.530)] 2024-10-17 00:17:51,257 - Train: 37.11% [464250/1251000] [371.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002100] [CE 4.193 (4.245)] [KD 3.634 (3.505)] 2024-10-17 00:18:03,272 - Train: 37.11% [464300/1251000] [371.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002100] [CE 4.469 (4.361)] [KD 3.563 (3.569)] 2024-10-17 00:18:15,281 - Train: 37.12% [464350/1251000] [371.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002100] [CE 4.716 (4.278)] [KD 3.653 (3.562)] 2024-10-17 00:18:27,401 - Train: 37.12% [464400/1251000] [371.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002100] [CE 4.754 (4.246)] [KD 3.782 (3.501)] 2024-10-17 00:18:39,883 - Train: 37.13% [464450/1251000] [371.3/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002099] [CE 4.092 (4.284)] [KD 3.446 (3.553)] 2024-10-17 00:18:51,987 - Train: 37.13% [464500/1251000] [371.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002099] [CE 4.454 (4.276)] [KD 3.944 (3.571)] 2024-10-17 00:19:04,165 - Train: 37.13% [464550/1251000] [371.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002099] [CE 3.892 (4.212)] [KD 3.659 (3.549)] 2024-10-17 00:19:16,451 - Train: 37.14% [464600/1251000] [371.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002099] [CE 4.522 (4.232)] [KD 3.796 (3.560)] 2024-10-17 00:19:28,699 - Train: 37.14% [464650/1251000] [371.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002099] [CE 3.726 (4.229)] [KD 3.353 (3.602)] 2024-10-17 00:19:41,035 - Train: 37.15% [464700/1251000] [371.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002098] [CE 3.750 (4.276)] [KD 3.186 (3.548)] 2024-10-17 00:19:53,239 - Train: 37.15% [464750/1251000] [371.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002098] [CE 4.201 (4.236)] [KD 3.412 (3.544)] 2024-10-17 00:20:05,403 - Train: 37.15% [464800/1251000] [371.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002098] [CE 4.501 (4.294)] [KD 3.735 (3.523)] 2024-10-17 00:20:17,686 - Train: 37.16% [464850/1251000] [371.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002098] [CE 4.127 (4.251)] [KD 3.523 (3.530)] 2024-10-17 00:20:29,613 - Train: 37.16% [464900/1251000] [371.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002098] [CE 4.591 (4.268)] [KD 3.647 (3.587)] 2024-10-17 00:20:41,639 - Train: 37.17% [464950/1251000] [371.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002098] [CE 4.644 (4.268)] [KD 3.615 (3.534)] 2024-10-17 00:20:53,526 - Train: 37.17% [465000/1251000] [371.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002097] [CE 4.735 (4.304)] [KD 3.768 (3.595)] 2024-10-17 00:21:05,867 - Train: 37.17% [465050/1251000] [371.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002097] [CE 4.029 (4.348)] [KD 3.633 (3.625)] 2024-10-17 00:21:17,761 - Train: 37.18% [465100/1251000] [371.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002097] [CE 4.034 (4.217)] [KD 3.686 (3.586)] 2024-10-17 00:21:29,796 - Train: 37.18% [465150/1251000] [371.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002097] [CE 4.137 (4.287)] [KD 3.442 (3.558)] 2024-10-17 00:21:41,956 - Train: 37.19% [465200/1251000] [371.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002097] [CE 3.940 (4.263)] [KD 3.396 (3.605)] 2024-10-17 00:21:54,327 - Train: 37.19% [465250/1251000] [371.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002097] [CE 4.041 (4.262)] [KD 3.398 (3.612)] 2024-10-17 00:22:06,206 - Train: 37.19% [465300/1251000] [371.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002096] [CE 3.851 (4.242)] [KD 3.221 (3.545)] 2024-10-17 00:22:18,540 - Train: 37.20% [465350/1251000] [372.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002096] [CE 4.320 (4.320)] [KD 3.584 (3.578)] 2024-10-17 00:22:35,868 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37319] [top5_cnt 46262] [top_all 50000] 2024-10-17 00:22:35,869 - net: 74.638 (92.524) 2024-10-17 00:22:48,463 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39706] [top5_cnt 47347] [top_all 50000] 2024-10-17 00:22:48,464 - net_E: 79.412 (94.694) 2024-10-17 00:22:48,625 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.466 (epoch: 371)] 2024-10-17 00:22:48,626 - ==> Total time: 1 day, 9:09:29 Eta: 2 days, 7:58:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:22:59,059 - Train: 37.20% [465400/1251000] [372.0/1000.0] [batch_t 0.238 (0.326)] [data_t 0.009] [optim_t 0.229] [lr 0.002096] [CE 4.407 (4.343)] [KD 3.748 (3.605)] 2024-10-17 00:23:11,466 - Train: 37.21% [465450/1251000] [372.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002096] [CE 4.598 (4.253)] [KD 3.556 (3.503)] 2024-10-17 00:23:23,757 - Train: 37.21% [465500/1251000] [372.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002096] [CE 4.530 (4.244)] [KD 3.549 (3.466)] 2024-10-17 00:23:35,936 - Train: 37.21% [465550/1251000] [372.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002096] [CE 4.486 (4.319)] [KD 3.518 (3.540)] 2024-10-17 00:23:47,782 - Train: 37.22% [465600/1251000] [372.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002095] [CE 4.003 (4.269)] [KD 3.318 (3.467)] 2024-10-17 00:23:59,954 - Train: 37.22% [465650/1251000] [372.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002095] [CE 4.342 (4.323)] [KD 3.568 (3.529)] 2024-10-17 00:24:12,452 - Train: 37.23% [465700/1251000] [372.3/1000.0] [batch_t 0.261 (0.250)] [data_t 0.009] [optim_t 0.252] [lr 0.002095] [CE 4.623 (4.214)] [KD 3.537 (3.494)] 2024-10-17 00:24:24,828 - Train: 37.23% [465750/1251000] [372.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002095] [CE 4.474 (4.150)] [KD 3.560 (3.415)] 2024-10-17 00:24:37,471 - Train: 37.23% [465800/1251000] [372.3/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.002095] [CE 4.298 (4.251)] [KD 3.621 (3.528)] 2024-10-17 00:24:49,855 - Train: 37.24% [465850/1251000] [372.4/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002095] [CE 4.451 (4.335)] [KD 3.748 (3.577)] 2024-10-17 00:25:02,312 - Train: 37.24% [465900/1251000] [372.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002094] [CE 4.466 (4.230)] [KD 3.614 (3.553)] 2024-10-17 00:25:14,688 - Train: 37.25% [465950/1251000] [372.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002094] [CE 4.061 (4.264)] [KD 3.628 (3.583)] 2024-10-17 00:25:26,801 - Train: 37.25% [466000/1251000] [372.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002094] [CE 4.365 (4.255)] [KD 3.731 (3.535)] 2024-10-17 00:25:39,517 - Train: 37.25% [466050/1251000] [372.5/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.002094] [CE 4.268 (4.303)] [KD 3.617 (3.558)] 2024-10-17 00:25:51,746 - Train: 37.26% [466100/1251000] [372.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002094] [CE 4.703 (4.283)] [KD 3.926 (3.596)] 2024-10-17 00:26:04,171 - Train: 37.26% [466150/1251000] [372.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.002094] [CE 4.267 (4.257)] [KD 3.696 (3.566)] 2024-10-17 00:26:16,310 - Train: 37.27% [466200/1251000] [372.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002093] [CE 4.596 (4.279)] [KD 3.717 (3.586)] 2024-10-17 00:26:28,445 - Train: 37.27% [466250/1251000] [372.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002093] [CE 4.391 (4.236)] [KD 3.517 (3.561)] 2024-10-17 00:26:40,716 - Train: 37.27% [466300/1251000] [372.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002093] [CE 4.053 (4.267)] [KD 3.429 (3.538)] 2024-10-17 00:26:53,011 - Train: 37.28% [466350/1251000] [372.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002093] [CE 4.658 (4.335)] [KD 3.699 (3.585)] 2024-10-17 00:27:04,766 - Train: 37.28% [466400/1251000] [372.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002093] [CE 3.707 (4.250)] [KD 3.267 (3.515)] 2024-10-17 00:27:16,865 - Train: 37.29% [466450/1251000] [372.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002092] [CE 4.444 (4.371)] [KD 3.744 (3.598)] 2024-10-17 00:27:28,950 - Train: 37.29% [466500/1251000] [372.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002092] [CE 4.509 (4.323)] [KD 3.700 (3.541)] 2024-10-17 00:27:40,893 - Train: 37.29% [466550/1251000] [372.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002092] [CE 3.722 (4.225)] [KD 3.235 (3.578)] 2024-10-17 00:27:52,666 - Train: 37.30% [466600/1251000] [373.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002092] [CE 3.810 (4.257)] [KD 3.440 (3.565)] 2024-10-17 00:28:10,348 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 37452] [top5_cnt 46238] [top_all 50000] 2024-10-17 00:28:10,349 - net: 74.904 (92.476) 2024-10-17 00:28:22,442 - Test (net_E): 100.00% [50/50] [batch_t 0.092 (0.235)] [top1_cnt 39685] [top5_cnt 47349] [top_all 50000] 2024-10-17 00:28:22,443 - net_E: 79.370 (94.698) 2024-10-17 00:28:22,590 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.466 (epoch: 371)] 2024-10-17 00:28:22,591 - ==> Total time: 1 day, 9:15:03 Eta: 2 days, 7:53:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:28:33,103 - Train: 37.30% [466650/1251000] [373.0/1000.0] [batch_t 0.236 (0.340)] [data_t 0.009] [optim_t 0.227] [lr 0.002092] [CE 3.910 (4.251)] [KD 3.452 (3.536)] 2024-10-17 00:28:45,041 - Train: 37.31% [466700/1251000] [373.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002092] [CE 4.205 (4.283)] [KD 3.681 (3.576)] 2024-10-17 00:28:57,618 - Train: 37.31% [466750/1251000] [373.1/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002091] [CE 3.554 (4.264)] [KD 3.069 (3.543)] 2024-10-17 00:29:09,496 - Train: 37.31% [466800/1251000] [373.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002091] [CE 3.511 (4.312)] [KD 3.319 (3.579)] 2024-10-17 00:29:21,320 - Train: 37.32% [466850/1251000] [373.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002091] [CE 3.993 (4.305)] [KD 3.524 (3.589)] 2024-10-17 00:29:33,347 - Train: 37.32% [466900/1251000] [373.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002091] [CE 4.078 (4.290)] [KD 3.469 (3.532)] 2024-10-17 00:29:45,117 - Train: 37.33% [466950/1251000] [373.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002091] [CE 3.935 (4.323)] [KD 3.161 (3.530)] 2024-10-17 00:29:57,197 - Train: 37.33% [467000/1251000] [373.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002091] [CE 4.921 (4.280)] [KD 3.847 (3.566)] 2024-10-17 00:30:09,291 - Train: 37.33% [467050/1251000] [373.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002090] [CE 4.100 (4.191)] [KD 3.362 (3.508)] 2024-10-17 00:30:21,199 - Train: 37.34% [467100/1251000] [373.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002090] [CE 4.292 (4.275)] [KD 3.548 (3.536)] 2024-10-17 00:30:33,060 - Train: 37.34% [467150/1251000] [373.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002090] [CE 3.987 (4.216)] [KD 3.462 (3.520)] 2024-10-17 00:30:45,064 - Train: 37.35% [467200/1251000] [373.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002090] [CE 4.340 (4.227)] [KD 3.469 (3.501)] 2024-10-17 00:30:56,936 - Train: 37.35% [467250/1251000] [373.5/1000.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.002090] [CE 4.045 (4.250)] [KD 3.281 (3.478)] 2024-10-17 00:31:09,038 - Train: 37.35% [467300/1251000] [373.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002090] [CE 4.315 (4.282)] [KD 3.603 (3.564)] 2024-10-17 00:31:21,416 - Train: 37.36% [467350/1251000] [373.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002089] [CE 3.848 (4.186)] [KD 3.386 (3.448)] 2024-10-17 00:31:33,663 - Train: 37.36% [467400/1251000] [373.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002089] [CE 4.145 (4.278)] [KD 3.596 (3.562)] 2024-10-17 00:31:45,889 - Train: 37.37% [467450/1251000] [373.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002089] [CE 4.629 (4.194)] [KD 3.568 (3.537)] 2024-10-17 00:31:57,966 - Train: 37.37% [467500/1251000] [373.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002089] [CE 4.565 (4.292)] [KD 3.992 (3.594)] 2024-10-17 00:32:09,718 - Train: 37.37% [467550/1251000] [373.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002089] [CE 4.432 (4.258)] [KD 3.704 (3.560)] 2024-10-17 00:32:21,580 - Train: 37.38% [467600/1251000] [373.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002089] [CE 4.203 (4.248)] [KD 3.318 (3.540)] 2024-10-17 00:32:33,791 - Train: 37.38% [467650/1251000] [373.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002088] [CE 4.614 (4.262)] [KD 3.763 (3.569)] 2024-10-17 00:32:45,737 - Train: 37.39% [467700/1251000] [373.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002088] [CE 4.072 (4.253)] [KD 3.558 (3.544)] 2024-10-17 00:32:57,677 - Train: 37.39% [467750/1251000] [373.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002088] [CE 4.375 (4.286)] [KD 3.427 (3.594)] 2024-10-17 00:33:09,602 - Train: 37.39% [467800/1251000] [373.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002088] [CE 3.847 (4.292)] [KD 3.554 (3.644)] 2024-10-17 00:33:21,457 - Train: 37.40% [467850/1251000] [374.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002088] [CE 4.645 (4.199)] [KD 3.603 (3.582)] 2024-10-17 00:33:39,359 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37546] [top5_cnt 46270] [top_all 50000] 2024-10-17 00:33:39,360 - net: 75.092 (92.540) 2024-10-17 00:33:51,813 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39682] [top5_cnt 47340] [top_all 50000] 2024-10-17 00:33:51,813 - net_E: 79.364 (94.680) 2024-10-17 00:33:51,956 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.466 (epoch: 371)] 2024-10-17 00:33:51,957 - ==> Total time: 1 day, 9:20:32 Eta: 2 days, 7:48:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:34:02,272 - Train: 37.40% [467900/1251000] [374.0/1000.0] [batch_t 0.237 (0.349)] [data_t 0.009] [optim_t 0.228] [lr 0.002088] [CE 4.507 (4.301)] [KD 3.855 (3.608)] 2024-10-17 00:34:14,328 - Train: 37.41% [467950/1251000] [374.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002087] [CE 4.461 (4.276)] [KD 3.642 (3.503)] 2024-10-17 00:34:26,704 - Train: 37.41% [468000/1251000] [374.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002087] [CE 4.514 (4.220)] [KD 3.563 (3.505)] 2024-10-17 00:34:38,938 - Train: 37.41% [468050/1251000] [374.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002087] [CE 3.901 (4.303)] [KD 3.503 (3.495)] 2024-10-17 00:34:50,784 - Train: 37.42% [468100/1251000] [374.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002087] [CE 4.471 (4.294)] [KD 3.539 (3.531)] 2024-10-17 00:35:02,896 - Train: 37.42% [468150/1251000] [374.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002087] [CE 4.452 (4.309)] [KD 3.766 (3.577)] 2024-10-17 00:35:15,233 - Train: 37.43% [468200/1251000] [374.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002086] [CE 4.024 (4.298)] [KD 3.517 (3.584)] 2024-10-17 00:35:27,107 - Train: 37.43% [468250/1251000] [374.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002086] [CE 4.511 (4.259)] [KD 3.554 (3.561)] 2024-10-17 00:35:38,976 - Train: 37.43% [468300/1251000] [374.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002086] [CE 3.991 (4.239)] [KD 3.455 (3.544)] 2024-10-17 00:35:51,305 - Train: 37.44% [468350/1251000] [374.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002086] [CE 4.267 (4.286)] [KD 3.623 (3.543)] 2024-10-17 00:36:03,738 - Train: 37.44% [468400/1251000] [374.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002086] [CE 4.719 (4.345)] [KD 3.672 (3.553)] 2024-10-17 00:36:15,603 - Train: 37.45% [468450/1251000] [374.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002086] [CE 4.182 (4.237)] [KD 3.653 (3.473)] 2024-10-17 00:36:27,635 - Train: 37.45% [468500/1251000] [374.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002085] [CE 4.257 (4.229)] [KD 3.703 (3.546)] 2024-10-17 00:36:39,669 - Train: 37.45% [468550/1251000] [374.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002085] [CE 3.647 (4.228)] [KD 3.224 (3.549)] 2024-10-17 00:36:51,808 - Train: 37.46% [468600/1251000] [374.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002085] [CE 4.128 (4.282)] [KD 3.459 (3.567)] 2024-10-17 00:37:04,107 - Train: 37.46% [468650/1251000] [374.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002085] [CE 4.310 (4.293)] [KD 3.478 (3.587)] 2024-10-17 00:37:16,443 - Train: 37.47% [468700/1251000] [374.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002085] [CE 4.512 (4.269)] [KD 3.703 (3.511)] 2024-10-17 00:37:28,445 - Train: 37.47% [468750/1251000] [374.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002085] [CE 4.097 (4.253)] [KD 3.583 (3.528)] 2024-10-17 00:37:40,602 - Train: 37.47% [468800/1251000] [374.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002084] [CE 4.104 (4.306)] [KD 3.402 (3.586)] 2024-10-17 00:37:52,696 - Train: 37.48% [468850/1251000] [374.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002084] [CE 4.154 (4.204)] [KD 3.332 (3.536)] 2024-10-17 00:38:04,867 - Train: 37.48% [468900/1251000] [374.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002084] [CE 4.441 (4.353)] [KD 3.406 (3.585)] 2024-10-17 00:38:17,039 - Train: 37.49% [468950/1251000] [374.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002084] [CE 4.271 (4.336)] [KD 3.610 (3.547)] 2024-10-17 00:38:29,357 - Train: 37.49% [469000/1251000] [374.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002084] [CE 4.558 (4.245)] [KD 3.648 (3.543)] 2024-10-17 00:38:41,432 - Train: 37.49% [469050/1251000] [374.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002084] [CE 3.993 (4.300)] [KD 3.587 (3.581)] 2024-10-17 00:38:53,506 - Train: 37.50% [469100/1251000] [375.0/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.002083] [CE 3.950 (4.331)] [KD 3.447 (3.531)] 2024-10-17 00:39:11,953 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37374] [top5_cnt 46289] [top_all 50000] 2024-10-17 00:39:11,953 - net: 74.748 (92.578) 2024-10-17 00:39:23,826 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.231)] [top1_cnt 39738] [top5_cnt 47344] [top_all 50000] 2024-10-17 00:39:23,826 - net_E: 79.476 (94.688) 2024-10-17 00:39:23,962 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 00:39:23,962 - ==> Total time: 1 day, 9:26:04 Eta: 2 days, 7:43:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:39:35,953 - Train: 37.50% [469150/1251000] [375.0/1000.0] [batch_t 0.235 (0.288)] [data_t 0.009] [optim_t 0.226] [lr 0.002083] [CE 4.096 (4.272)] [KD 3.356 (3.533)] 2024-10-17 00:39:48,102 - Train: 37.51% [469200/1251000] [375.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002083] [CE 3.505 (4.262)] [KD 3.056 (3.512)] 2024-10-17 00:39:59,880 - Train: 37.51% [469250/1251000] [375.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002083] [CE 4.463 (4.236)] [KD 3.711 (3.489)] 2024-10-17 00:40:12,118 - Train: 37.51% [469300/1251000] [375.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002083] [CE 4.240 (4.219)] [KD 3.566 (3.503)] 2024-10-17 00:40:24,392 - Train: 37.52% [469350/1251000] [375.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002083] [CE 4.129 (4.254)] [KD 3.462 (3.544)] 2024-10-17 00:40:36,367 - Train: 37.52% [469400/1251000] [375.2/1000.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.002082] [CE 3.726 (4.231)] [KD 3.363 (3.536)] 2024-10-17 00:40:48,613 - Train: 37.53% [469450/1251000] [375.3/1000.0] [batch_t 0.303 (0.245)] [data_t 0.009] [optim_t 0.294] [lr 0.002082] [CE 3.625 (4.317)] [KD 3.252 (3.552)] 2024-10-17 00:41:00,870 - Train: 37.53% [469500/1251000] [375.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002082] [CE 4.740 (4.299)] [KD 3.676 (3.516)] 2024-10-17 00:41:13,030 - Train: 37.53% [469550/1251000] [375.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002082] [CE 4.139 (4.344)] [KD 3.619 (3.619)] 2024-10-17 00:41:25,286 - Train: 37.54% [469600/1251000] [375.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002082] [CE 4.077 (4.282)] [KD 3.525 (3.540)] 2024-10-17 00:41:37,644 - Train: 37.54% [469650/1251000] [375.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002081] [CE 4.304 (4.273)] [KD 3.497 (3.551)] 2024-10-17 00:41:49,721 - Train: 37.55% [469700/1251000] [375.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002081] [CE 3.742 (4.255)] [KD 3.365 (3.575)] 2024-10-17 00:42:01,991 - Train: 37.55% [469750/1251000] [375.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002081] [CE 4.873 (4.270)] [KD 3.880 (3.566)] 2024-10-17 00:42:14,148 - Train: 37.55% [469800/1251000] [375.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002081] [CE 4.265 (4.205)] [KD 3.484 (3.517)] 2024-10-17 00:42:26,016 - Train: 37.56% [469850/1251000] [375.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002081] [CE 4.137 (4.305)] [KD 3.452 (3.573)] 2024-10-17 00:42:38,176 - Train: 37.56% [469900/1251000] [375.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002081] [CE 4.150 (4.323)] [KD 3.457 (3.491)] 2024-10-17 00:42:50,456 - Train: 37.57% [469950/1251000] [375.7/1000.0] [batch_t 0.369 (0.245)] [data_t 0.009] [optim_t 0.361] [lr 0.002080] [CE 4.543 (4.320)] [KD 3.734 (3.575)] 2024-10-17 00:43:02,185 - Train: 37.57% [470000/1251000] [375.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002080] [CE 4.229 (4.288)] [KD 3.566 (3.593)] 2024-10-17 00:43:14,010 - Train: 37.57% [470050/1251000] [375.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002080] [CE 3.579 (4.270)] [KD 3.267 (3.568)] 2024-10-17 00:43:26,063 - Train: 37.58% [470100/1251000] [375.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002080] [CE 4.229 (4.263)] [KD 3.686 (3.553)] 2024-10-17 00:43:38,036 - Train: 37.58% [470150/1251000] [375.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002080] [CE 3.556 (4.257)] [KD 3.307 (3.505)] 2024-10-17 00:43:50,258 - Train: 37.59% [470200/1251000] [375.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002080] [CE 4.059 (4.335)] [KD 3.723 (3.633)] 2024-10-17 00:44:02,170 - Train: 37.59% [470250/1251000] [375.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002079] [CE 3.738 (4.266)] [KD 3.206 (3.586)] 2024-10-17 00:44:14,260 - Train: 37.59% [470300/1251000] [375.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002079] [CE 3.729 (4.238)] [KD 3.336 (3.514)] 2024-10-17 00:44:26,135 - Train: 37.60% [470350/1251000] [376.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002079] [CE 4.567 (4.273)] [KD 3.576 (3.520)] 2024-10-17 00:44:44,320 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37476] [top5_cnt 46275] [top_all 50000] 2024-10-17 00:44:44,321 - net: 74.952 (92.550) 2024-10-17 00:44:56,566 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39734] [top5_cnt 47343] [top_all 50000] 2024-10-17 00:44:56,566 - net_E: 79.468 (94.686) 2024-10-17 00:44:56,693 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 00:44:56,693 - ==> Total time: 1 day, 9:31:37 Eta: 2 days, 7:38:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:45:05,643 - Train: 37.60% [470400/1251000] [376.0/1000.0] [batch_t 0.233 (0.321)] [data_t 0.009] [optim_t 0.224] [lr 0.002079] [CE 4.358 (4.347)] [KD 3.572 (3.456)] 2024-10-17 00:45:18,428 - Train: 37.61% [470450/1251000] [376.1/1000.0] [batch_t 0.231 (0.256)] [data_t 0.009] [optim_t 0.223] [lr 0.002079] [CE 5.010 (4.268)] [KD 3.728 (3.474)] 2024-10-17 00:45:30,264 - Train: 37.61% [470500/1251000] [376.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002079] [CE 4.533 (4.219)] [KD 3.503 (3.510)] 2024-10-17 00:45:42,213 - Train: 37.61% [470550/1251000] [376.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002078] [CE 4.818 (4.248)] [KD 3.649 (3.504)] 2024-10-17 00:45:54,046 - Train: 37.62% [470600/1251000] [376.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002078] [CE 4.759 (4.249)] [KD 3.676 (3.509)] 2024-10-17 00:46:06,298 - Train: 37.62% [470650/1251000] [376.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002078] [CE 3.491 (4.212)] [KD 3.409 (3.510)] 2024-10-17 00:46:18,027 - Train: 37.63% [470700/1251000] [376.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002078] [CE 4.740 (4.338)] [KD 3.716 (3.565)] 2024-10-17 00:46:30,117 - Train: 37.63% [470750/1251000] [376.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002078] [CE 4.357 (4.266)] [KD 3.511 (3.503)] 2024-10-17 00:46:41,998 - Train: 37.63% [470800/1251000] [376.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002078] [CE 4.081 (4.313)] [KD 3.469 (3.564)] 2024-10-17 00:46:54,183 - Train: 37.64% [470850/1251000] [376.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002077] [CE 4.073 (4.197)] [KD 3.484 (3.515)] 2024-10-17 00:47:06,057 - Train: 37.64% [470900/1251000] [376.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002077] [CE 4.150 (4.253)] [KD 3.460 (3.516)] 2024-10-17 00:47:18,135 - Train: 37.65% [470950/1251000] [376.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002077] [CE 4.247 (4.258)] [KD 3.505 (3.569)] 2024-10-17 00:47:29,928 - Train: 37.65% [471000/1251000] [376.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002077] [CE 4.335 (4.263)] [KD 3.734 (3.552)] 2024-10-17 00:47:42,216 - Train: 37.65% [471050/1251000] [376.5/1000.0] [batch_t 0.373 (0.246)] [data_t 0.009] [optim_t 0.364] [lr 0.002077] [CE 4.268 (4.225)] [KD 3.503 (3.533)] 2024-10-17 00:47:54,119 - Train: 37.66% [471100/1251000] [376.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002076] [CE 3.773 (4.325)] [KD 3.281 (3.534)] 2024-10-17 00:48:05,984 - Train: 37.66% [471150/1251000] [376.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002076] [CE 4.208 (4.295)] [KD 3.432 (3.578)] 2024-10-17 00:48:17,692 - Train: 37.67% [471200/1251000] [376.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002076] [CE 4.415 (4.198)] [KD 3.702 (3.451)] 2024-10-17 00:48:29,871 - Train: 37.67% [471250/1251000] [376.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002076] [CE 3.952 (4.267)] [KD 3.406 (3.574)] 2024-10-17 00:48:41,772 - Train: 37.67% [471300/1251000] [376.7/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002076] [CE 3.810 (4.323)] [KD 3.475 (3.561)] 2024-10-17 00:48:53,785 - Train: 37.68% [471350/1251000] [376.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002076] [CE 4.186 (4.302)] [KD 3.391 (3.540)] 2024-10-17 00:49:05,750 - Train: 37.68% [471400/1251000] [376.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002075] [CE 3.948 (4.247)] [KD 3.428 (3.522)] 2024-10-17 00:49:17,750 - Train: 37.69% [471450/1251000] [376.9/1000.0] [batch_t 0.364 (0.240)] [data_t 0.009] [optim_t 0.355] [lr 0.002075] [CE 4.057 (4.282)] [KD 3.582 (3.568)] 2024-10-17 00:49:29,578 - Train: 37.69% [471500/1251000] [376.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002075] [CE 4.099 (4.229)] [KD 3.299 (3.514)] 2024-10-17 00:49:41,712 - Train: 37.69% [471550/1251000] [376.9/1000.0] [batch_t 0.314 (0.243)] [data_t 0.009] [optim_t 0.305] [lr 0.002075] [CE 4.376 (4.268)] [KD 3.585 (3.543)] 2024-10-17 00:49:53,427 - Train: 37.70% [471600/1251000] [377.0/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002075] [CE 3.990 (4.234)] [KD 3.352 (3.493)] 2024-10-17 00:50:12,240 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37361] [top5_cnt 46324] [top_all 50000] 2024-10-17 00:50:12,241 - net: 74.722 (92.648) 2024-10-17 00:50:24,497 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39717] [top5_cnt 47345] [top_all 50000] 2024-10-17 00:50:24,497 - net_E: 79.434 (94.690) 2024-10-17 00:50:24,625 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 00:50:24,626 - ==> Total time: 1 day, 9:37:05 Eta: 2 days, 7:33:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:50:33,646 - Train: 37.70% [471650/1251000] [377.0/1000.0] [batch_t 0.232 (0.334)] [data_t 0.009] [optim_t 0.223] [lr 0.002075] [CE 4.179 (4.173)] [KD 3.496 (3.561)] 2024-10-17 00:50:45,772 - Train: 37.71% [471700/1251000] [377.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002074] [CE 4.070 (4.253)] [KD 3.443 (3.557)] 2024-10-17 00:50:57,671 - Train: 37.71% [471750/1251000] [377.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002074] [CE 4.559 (4.242)] [KD 3.668 (3.481)] 2024-10-17 00:51:09,977 - Train: 37.71% [471800/1251000] [377.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002074] [CE 4.280 (4.214)] [KD 3.788 (3.516)] 2024-10-17 00:51:22,281 - Train: 37.72% [471850/1251000] [377.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002074] [CE 4.540 (4.297)] [KD 3.847 (3.563)] 2024-10-17 00:51:34,994 - Train: 37.72% [471900/1251000] [377.2/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.002074] [CE 4.396 (4.301)] [KD 3.598 (3.580)] 2024-10-17 00:51:47,150 - Train: 37.73% [471950/1251000] [377.3/1000.0] [batch_t 0.268 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.002074] [CE 3.730 (4.236)] [KD 3.318 (3.495)] 2024-10-17 00:51:59,718 - Train: 37.73% [472000/1251000] [377.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002073] [CE 4.396 (4.282)] [KD 3.731 (3.513)] 2024-10-17 00:52:12,018 - Train: 37.73% [472050/1251000] [377.3/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002073] [CE 4.034 (4.346)] [KD 3.346 (3.547)] 2024-10-17 00:52:24,683 - Train: 37.74% [472100/1251000] [377.4/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.002073] [CE 3.377 (4.217)] [KD 3.004 (3.488)] 2024-10-17 00:52:37,260 - Train: 37.74% [472150/1251000] [377.4/1000.0] [batch_t 0.251 (0.251)] [data_t 0.009] [optim_t 0.243] [lr 0.002073] [CE 4.362 (4.254)] [KD 3.661 (3.516)] 2024-10-17 00:52:49,802 - Train: 37.75% [472200/1251000] [377.5/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.002073] [CE 3.600 (4.230)] [KD 3.365 (3.489)] 2024-10-17 00:53:02,331 - Train: 37.75% [472250/1251000] [377.5/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.002073] [CE 4.317 (4.284)] [KD 3.710 (3.558)] 2024-10-17 00:53:14,845 - Train: 37.75% [472300/1251000] [377.5/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002072] [CE 4.477 (4.262)] [KD 3.661 (3.556)] 2024-10-17 00:53:27,078 - Train: 37.76% [472350/1251000] [377.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002072] [CE 4.087 (4.294)] [KD 3.333 (3.556)] 2024-10-17 00:53:39,420 - Train: 37.76% [472400/1251000] [377.6/1000.0] [batch_t 0.262 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.002072] [CE 4.239 (4.303)] [KD 3.700 (3.605)] 2024-10-17 00:53:51,858 - Train: 37.77% [472450/1251000] [377.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002072] [CE 4.159 (4.313)] [KD 3.308 (3.538)] 2024-10-17 00:54:04,001 - Train: 37.77% [472500/1251000] [377.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002072] [CE 3.876 (4.268)] [KD 3.286 (3.522)] 2024-10-17 00:54:16,314 - Train: 37.77% [472550/1251000] [377.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002071] [CE 4.341 (4.330)] [KD 3.416 (3.593)] 2024-10-17 00:54:28,542 - Train: 37.78% [472600/1251000] [377.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002071] [CE 4.459 (4.341)] [KD 3.487 (3.560)] 2024-10-17 00:54:40,834 - Train: 37.78% [472650/1251000] [377.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002071] [CE 3.747 (4.226)] [KD 3.290 (3.459)] 2024-10-17 00:54:52,647 - Train: 37.79% [472700/1251000] [377.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002071] [CE 4.385 (4.219)] [KD 3.671 (3.488)] 2024-10-17 00:55:04,626 - Train: 37.79% [472750/1251000] [377.9/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002071] [CE 4.561 (4.322)] [KD 3.525 (3.479)] 2024-10-17 00:55:17,075 - Train: 37.79% [472800/1251000] [377.9/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.002071] [CE 4.061 (4.323)] [KD 3.253 (3.500)] 2024-10-17 00:55:29,359 - Train: 37.80% [472850/1251000] [378.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002070] [CE 3.576 (4.267)] [KD 3.030 (3.523)] 2024-10-17 00:55:48,436 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37592] [top5_cnt 46349] [top_all 50000] 2024-10-17 00:55:48,437 - net: 75.184 (92.698) 2024-10-17 00:56:00,800 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39712] [top5_cnt 47339] [top_all 50000] 2024-10-17 00:56:00,801 - net_E: 79.424 (94.678) 2024-10-17 00:56:00,943 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 00:56:00,943 - ==> Total time: 1 day, 9:42:41 Eta: 2 days, 7:28:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 00:56:10,211 - Train: 37.80% [472900/1251000] [378.0/1000.0] [batch_t 0.238 (0.363)] [data_t 0.009] [optim_t 0.229] [lr 0.002070] [CE 3.809 (4.225)] [KD 3.183 (3.526)] 2024-10-17 00:56:22,269 - Train: 37.81% [472950/1251000] [378.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002070] [CE 4.308 (4.223)] [KD 3.562 (3.509)] 2024-10-17 00:56:34,649 - Train: 37.81% [473000/1251000] [378.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002070] [CE 4.508 (4.233)] [KD 3.645 (3.481)] 2024-10-17 00:56:47,018 - Train: 37.81% [473050/1251000] [378.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002070] [CE 4.403 (4.256)] [KD 3.668 (3.531)] 2024-10-17 00:56:59,104 - Train: 37.82% [473100/1251000] [378.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002070] [CE 4.097 (4.182)] [KD 3.401 (3.413)] 2024-10-17 00:57:11,226 - Train: 37.82% [473150/1251000] [378.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002069] [CE 4.552 (4.257)] [KD 3.500 (3.462)] 2024-10-17 00:57:23,311 - Train: 37.83% [473200/1251000] [378.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002069] [CE 4.156 (4.250)] [KD 3.347 (3.505)] 2024-10-17 00:57:35,449 - Train: 37.83% [473250/1251000] [378.3/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002069] [CE 4.312 (4.225)] [KD 3.458 (3.460)] 2024-10-17 00:57:47,531 - Train: 37.83% [473300/1251000] [378.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002069] [CE 4.453 (4.300)] [KD 3.467 (3.501)] 2024-10-17 00:57:59,973 - Train: 37.84% [473350/1251000] [378.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002069] [CE 4.589 (4.258)] [KD 3.483 (3.473)] 2024-10-17 00:58:11,859 - Train: 37.84% [473400/1251000] [378.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002069] [CE 3.904 (4.326)] [KD 3.346 (3.568)] 2024-10-17 00:58:24,013 - Train: 37.85% [473450/1251000] [378.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002068] [CE 4.547 (4.291)] [KD 3.749 (3.467)] 2024-10-17 00:58:36,016 - Train: 37.85% [473500/1251000] [378.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002068] [CE 4.373 (4.211)] [KD 3.533 (3.512)] 2024-10-17 00:58:48,315 - Train: 37.85% [473550/1251000] [378.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002068] [CE 4.046 (4.253)] [KD 3.349 (3.534)] 2024-10-17 00:59:00,265 - Train: 37.86% [473600/1251000] [378.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002068] [CE 4.522 (4.324)] [KD 3.776 (3.640)] 2024-10-17 00:59:12,788 - Train: 37.86% [473650/1251000] [378.6/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.002068] [CE 3.713 (4.176)] [KD 3.281 (3.546)] 2024-10-17 00:59:24,944 - Train: 37.87% [473700/1251000] [378.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002067] [CE 4.412 (4.292)] [KD 3.670 (3.627)] 2024-10-17 00:59:37,121 - Train: 37.87% [473750/1251000] [378.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002067] [CE 4.156 (4.224)] [KD 3.421 (3.534)] 2024-10-17 00:59:49,123 - Train: 37.87% [473800/1251000] [378.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002067] [CE 4.264 (4.292)] [KD 3.428 (3.522)] 2024-10-17 01:00:01,625 - Train: 37.88% [473850/1251000] [378.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002067] [CE 4.485 (4.252)] [KD 3.416 (3.473)] 2024-10-17 01:00:13,581 - Train: 37.88% [473900/1251000] [378.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002067] [CE 4.680 (4.297)] [KD 3.730 (3.495)] 2024-10-17 01:00:25,905 - Train: 37.89% [473950/1251000] [378.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002067] [CE 3.987 (4.204)] [KD 3.305 (3.489)] 2024-10-17 01:00:37,920 - Train: 37.89% [474000/1251000] [378.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002066] [CE 4.084 (4.215)] [KD 3.574 (3.540)] 2024-10-17 01:00:50,107 - Train: 37.89% [474050/1251000] [378.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002066] [CE 4.482 (4.291)] [KD 3.589 (3.587)] 2024-10-17 01:01:02,208 - Train: 37.90% [474100/1251000] [379.0/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002066] [CE 4.159 (4.181)] [KD 3.490 (3.536)] 2024-10-17 01:01:21,817 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37628] [top5_cnt 46354] [top_all 50000] 2024-10-17 01:01:21,817 - net: 75.256 (92.708) 2024-10-17 01:01:34,569 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 39701] [top5_cnt 47335] [top_all 50000] 2024-10-17 01:01:34,569 - net_E: 79.402 (94.670) 2024-10-17 01:01:34,713 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:01:34,713 - ==> Total time: 1 day, 9:48:15 Eta: 2 days, 7:23:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:01:43,998 - Train: 37.90% [474150/1251000] [379.0/1000.0] [batch_t 0.234 (0.383)] [data_t 0.009] [optim_t 0.225] [lr 0.002066] [CE 4.212 (4.189)] [KD 3.405 (3.479)] 2024-10-17 01:01:56,069 - Train: 37.91% [474200/1251000] [379.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002066] [CE 4.553 (4.338)] [KD 3.747 (3.470)] 2024-10-17 01:02:07,984 - Train: 37.91% [474250/1251000] [379.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002066] [CE 4.145 (4.259)] [KD 3.326 (3.479)] 2024-10-17 01:02:20,180 - Train: 37.91% [474300/1251000] [379.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002065] [CE 4.060 (4.241)] [KD 3.463 (3.472)] 2024-10-17 01:02:32,539 - Train: 37.92% [474350/1251000] [379.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002065] [CE 4.738 (4.275)] [KD 3.587 (3.483)] 2024-10-17 01:02:44,546 - Train: 37.92% [474400/1251000] [379.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002065] [CE 4.010 (4.184)] [KD 3.198 (3.486)] 2024-10-17 01:02:56,821 - Train: 37.93% [474450/1251000] [379.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002065] [CE 3.770 (4.243)] [KD 3.406 (3.515)] 2024-10-17 01:03:09,102 - Train: 37.93% [474500/1251000] [379.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002065] [CE 3.962 (4.302)] [KD 3.433 (3.550)] 2024-10-17 01:03:21,028 - Train: 37.93% [474550/1251000] [379.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002065] [CE 4.597 (4.311)] [KD 3.575 (3.475)] 2024-10-17 01:03:33,040 - Train: 37.94% [474600/1251000] [379.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002064] [CE 3.892 (4.332)] [KD 3.423 (3.549)] 2024-10-17 01:03:45,287 - Train: 37.94% [474650/1251000] [379.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002064] [CE 4.562 (4.320)] [KD 3.697 (3.595)] 2024-10-17 01:03:57,144 - Train: 37.95% [474700/1251000] [379.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002064] [CE 4.247 (4.254)] [KD 3.378 (3.490)] 2024-10-17 01:04:09,109 - Train: 37.95% [474750/1251000] [379.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002064] [CE 4.064 (4.259)] [KD 3.592 (3.534)] 2024-10-17 01:04:21,135 - Train: 37.95% [474800/1251000] [379.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002064] [CE 4.835 (4.314)] [KD 3.598 (3.566)] 2024-10-17 01:04:33,100 - Train: 37.96% [474850/1251000] [379.6/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002064] [CE 4.383 (4.231)] [KD 3.507 (3.527)] 2024-10-17 01:04:44,980 - Train: 37.96% [474900/1251000] [379.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002063] [CE 3.680 (4.236)] [KD 3.334 (3.556)] 2024-10-17 01:04:57,122 - Train: 37.97% [474950/1251000] [379.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002063] [CE 4.769 (4.319)] [KD 3.756 (3.546)] 2024-10-17 01:05:09,237 - Train: 37.97% [475000/1251000] [379.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002063] [CE 4.564 (4.315)] [KD 3.652 (3.538)] 2024-10-17 01:05:21,296 - Train: 37.97% [475050/1251000] [379.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002063] [CE 4.418 (4.368)] [KD 3.712 (3.619)] 2024-10-17 01:05:33,220 - Train: 37.98% [475100/1251000] [379.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002063] [CE 4.686 (4.365)] [KD 3.389 (3.589)] 2024-10-17 01:05:45,317 - Train: 37.98% [475150/1251000] [379.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002062] [CE 3.993 (4.216)] [KD 3.326 (3.515)] 2024-10-17 01:05:57,232 - Train: 37.99% [475200/1251000] [379.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002062] [CE 4.092 (4.215)] [KD 3.508 (3.530)] 2024-10-17 01:06:09,385 - Train: 37.99% [475250/1251000] [379.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002062] [CE 4.501 (4.384)] [KD 3.702 (3.652)] 2024-10-17 01:06:21,439 - Train: 37.99% [475300/1251000] [379.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002062] [CE 4.135 (4.305)] [KD 3.439 (3.556)] 2024-10-17 01:06:33,692 - Train: 38.00% [475350/1251000] [380.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002062] [CE 4.149 (4.305)] [KD 3.691 (3.584)] 2024-10-17 01:06:53,584 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 37643] [top5_cnt 46285] [top_all 50000] 2024-10-17 01:06:53,584 - net: 75.286 (92.570) 2024-10-17 01:07:06,127 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39683] [top5_cnt 47352] [top_all 50000] 2024-10-17 01:07:06,127 - net_E: 79.366 (94.704) 2024-10-17 01:07:06,267 - Max [top1: 75.360 (epoch: 351)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:07:06,267 - ==> Total time: 1 day, 9:53:46 Eta: 2 days, 7:18:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:07:15,145 - Train: 38.00% [475400/1251000] [380.0/1000.0] [batch_t 0.235 (0.372)] [data_t 0.009] [optim_t 0.226] [lr 0.002062] [CE 4.179 (4.155)] [KD 3.589 (3.436)] 2024-10-17 01:07:27,594 - Train: 38.01% [475450/1251000] [380.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002061] [CE 4.516 (4.215)] [KD 3.477 (3.474)] 2024-10-17 01:07:39,577 - Train: 38.01% [475500/1251000] [380.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002061] [CE 4.449 (4.318)] [KD 3.448 (3.507)] 2024-10-17 01:07:52,442 - Train: 38.01% [475550/1251000] [380.1/1000.0] [batch_t 0.235 (0.257)] [data_t 0.010] [optim_t 0.225] [lr 0.002061] [CE 4.083 (4.264)] [KD 3.558 (3.507)] 2024-10-17 01:08:05,309 - Train: 38.02% [475600/1251000] [380.2/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.002061] [CE 4.270 (4.224)] [KD 3.628 (3.543)] 2024-10-17 01:08:17,915 - Train: 38.02% [475650/1251000] [380.2/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002061] [CE 4.508 (4.282)] [KD 3.731 (3.548)] 2024-10-17 01:08:30,457 - Train: 38.03% [475700/1251000] [380.3/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.002061] [CE 4.562 (4.285)] [KD 3.745 (3.502)] 2024-10-17 01:08:42,974 - Train: 38.03% [475750/1251000] [380.3/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002060] [CE 4.425 (4.194)] [KD 3.862 (3.504)] 2024-10-17 01:08:55,631 - Train: 38.03% [475800/1251000] [380.3/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.002060] [CE 4.313 (4.345)] [KD 3.435 (3.587)] 2024-10-17 01:09:08,217 - Train: 38.04% [475850/1251000] [380.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002060] [CE 4.403 (4.310)] [KD 3.604 (3.588)] 2024-10-17 01:09:21,178 - Train: 38.04% [475900/1251000] [380.4/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.002060] [CE 3.861 (4.255)] [KD 3.382 (3.538)] 2024-10-17 01:09:33,532 - Train: 38.05% [475950/1251000] [380.5/1000.0] [batch_t 0.286 (0.247)] [data_t 0.009] [optim_t 0.277] [lr 0.002060] [CE 3.988 (4.319)] [KD 3.446 (3.539)] 2024-10-17 01:09:45,784 - Train: 38.05% [476000/1251000] [380.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002060] [CE 3.866 (4.241)] [KD 3.392 (3.537)] 2024-10-17 01:09:58,021 - Train: 38.05% [476050/1251000] [380.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002059] [CE 4.354 (4.289)] [KD 3.688 (3.524)] 2024-10-17 01:10:10,728 - Train: 38.06% [476100/1251000] [380.6/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002059] [CE 4.140 (4.290)] [KD 3.495 (3.526)] 2024-10-17 01:10:22,968 - Train: 38.06% [476150/1251000] [380.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002059] [CE 4.551 (4.277)] [KD 3.592 (3.552)] 2024-10-17 01:10:35,058 - Train: 38.07% [476200/1251000] [380.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002059] [CE 4.257 (4.242)] [KD 3.427 (3.553)] 2024-10-17 01:10:47,282 - Train: 38.07% [476250/1251000] [380.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002059] [CE 4.210 (4.252)] [KD 3.748 (3.476)] 2024-10-17 01:10:59,323 - Train: 38.07% [476300/1251000] [380.7/1000.0] [batch_t 0.380 (0.241)] [data_t 0.009] [optim_t 0.371] [lr 0.002058] [CE 3.979 (4.265)] [KD 3.356 (3.560)] 2024-10-17 01:11:11,265 - Train: 38.08% [476350/1251000] [380.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002058] [CE 4.102 (4.265)] [KD 3.478 (3.528)] 2024-10-17 01:11:23,216 - Train: 38.08% [476400/1251000] [380.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002058] [CE 4.900 (4.271)] [KD 4.008 (3.549)] 2024-10-17 01:11:35,548 - Train: 38.09% [476450/1251000] [380.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002058] [CE 4.417 (4.239)] [KD 3.675 (3.512)] 2024-10-17 01:11:47,791 - Train: 38.09% [476500/1251000] [380.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002058] [CE 4.201 (4.292)] [KD 3.378 (3.524)] 2024-10-17 01:11:59,945 - Train: 38.09% [476550/1251000] [380.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002058] [CE 4.898 (4.386)] [KD 4.156 (3.623)] 2024-10-17 01:12:11,992 - Train: 38.10% [476600/1251000] [381.0/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002057] [CE 4.255 (4.221)] [KD 3.601 (3.545)] 2024-10-17 01:12:31,548 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37781] [top5_cnt 46469] [top_all 50000] 2024-10-17 01:12:31,549 - net: 75.562 (92.938) 2024-10-17 01:12:43,632 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 39698] [top5_cnt 47345] [top_all 50000] 2024-10-17 01:12:43,633 - net_E: 79.396 (94.690) 2024-10-17 01:12:43,791 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:12:43,791 - ==> Total time: 1 day, 9:59:24 Eta: 2 days, 7:13:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:12:53,825 - Train: 38.10% [476650/1251000] [381.0/1000.0] [batch_t 0.237 (0.290)] [data_t 0.009] [optim_t 0.228] [lr 0.002057] [CE 4.270 (4.290)] [KD 3.470 (3.455)] 2024-10-17 01:13:06,260 - Train: 38.11% [476700/1251000] [381.1/1000.0] [batch_t 0.432 (0.249)] [data_t 0.009] [optim_t 0.423] [lr 0.002057] [CE 4.678 (4.308)] [KD 3.922 (3.485)] 2024-10-17 01:13:18,443 - Train: 38.11% [476750/1251000] [381.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002057] [CE 4.926 (4.261)] [KD 3.869 (3.523)] 2024-10-17 01:13:30,280 - Train: 38.11% [476800/1251000] [381.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002057] [CE 4.418 (4.282)] [KD 3.719 (3.495)] 2024-10-17 01:13:42,375 - Train: 38.12% [476850/1251000] [381.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002057] [CE 4.192 (4.247)] [KD 3.582 (3.484)] 2024-10-17 01:13:54,695 - Train: 38.12% [476900/1251000] [381.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002056] [CE 4.156 (4.240)] [KD 3.403 (3.495)] 2024-10-17 01:14:07,123 - Train: 38.13% [476950/1251000] [381.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002056] [CE 4.151 (4.263)] [KD 3.443 (3.535)] 2024-10-17 01:14:19,313 - Train: 38.13% [477000/1251000] [381.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002056] [CE 4.392 (4.346)] [KD 3.547 (3.518)] 2024-10-17 01:14:31,767 - Train: 38.13% [477050/1251000] [381.3/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.002056] [CE 3.786 (4.245)] [KD 3.183 (3.505)] 2024-10-17 01:14:43,963 - Train: 38.14% [477100/1251000] [381.4/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002056] [CE 4.352 (4.361)] [KD 3.667 (3.511)] 2024-10-17 01:14:56,232 - Train: 38.14% [477150/1251000] [381.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002056] [CE 4.434 (4.338)] [KD 3.614 (3.605)] 2024-10-17 01:15:08,404 - Train: 38.15% [477200/1251000] [381.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002055] [CE 4.256 (4.266)] [KD 3.591 (3.541)] 2024-10-17 01:15:21,037 - Train: 38.15% [477250/1251000] [381.5/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.002055] [CE 4.599 (4.239)] [KD 3.825 (3.509)] 2024-10-17 01:15:32,960 - Train: 38.15% [477300/1251000] [381.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002055] [CE 4.358 (4.272)] [KD 3.511 (3.556)] 2024-10-17 01:15:45,302 - Train: 38.16% [477350/1251000] [381.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002055] [CE 4.131 (4.234)] [KD 3.653 (3.559)] 2024-10-17 01:15:57,451 - Train: 38.16% [477400/1251000] [381.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002055] [CE 4.721 (4.269)] [KD 3.658 (3.581)] 2024-10-17 01:16:09,656 - Train: 38.17% [477450/1251000] [381.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002054] [CE 4.128 (4.301)] [KD 3.449 (3.522)] 2024-10-17 01:16:21,798 - Train: 38.17% [477500/1251000] [381.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002054] [CE 4.516 (4.337)] [KD 3.529 (3.532)] 2024-10-17 01:16:34,145 - Train: 38.17% [477550/1251000] [381.7/1000.0] [batch_t 0.380 (0.247)] [data_t 0.009] [optim_t 0.371] [lr 0.002054] [CE 4.034 (4.217)] [KD 3.456 (3.442)] 2024-10-17 01:16:46,121 - Train: 38.18% [477600/1251000] [381.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002054] [CE 4.822 (4.214)] [KD 3.966 (3.502)] 2024-10-17 01:16:58,597 - Train: 38.18% [477650/1251000] [381.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002054] [CE 4.303 (4.272)] [KD 3.507 (3.576)] 2024-10-17 01:17:10,546 - Train: 38.19% [477700/1251000] [381.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002054] [CE 4.391 (4.269)] [KD 3.565 (3.538)] 2024-10-17 01:17:22,784 - Train: 38.19% [477750/1251000] [381.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002053] [CE 3.992 (4.253)] [KD 3.397 (3.509)] 2024-10-17 01:17:34,998 - Train: 38.19% [477800/1251000] [381.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002053] [CE 4.612 (4.385)] [KD 4.029 (3.631)] 2024-10-17 01:17:47,378 - Train: 38.20% [477850/1251000] [382.0/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002053] [CE 4.120 (4.272)] [KD 2.985 (3.485)] 2024-10-17 01:18:07,907 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 37780] [top5_cnt 46467] [top_all 50000] 2024-10-17 01:18:07,907 - net: 75.560 (92.934) 2024-10-17 01:18:20,225 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39703] [top5_cnt 47346] [top_all 50000] 2024-10-17 01:18:20,225 - net_E: 79.406 (94.692) 2024-10-17 01:18:20,349 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:18:20,350 - ==> Total time: 1 day, 10:05:00 Eta: 2 days, 7:08:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:18:28,681 - Train: 38.20% [477900/1251000] [382.0/1000.0] [batch_t 0.240 (0.394)] [data_t 0.009] [optim_t 0.232] [lr 0.002053] [CE 4.270 (4.275)] [KD 3.393 (3.445)] 2024-10-17 01:18:40,689 - Train: 38.21% [477950/1251000] [382.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002053] [CE 4.221 (4.171)] [KD 3.619 (3.427)] 2024-10-17 01:18:52,888 - Train: 38.21% [478000/1251000] [382.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002053] [CE 4.015 (4.176)] [KD 3.522 (3.437)] 2024-10-17 01:19:05,245 - Train: 38.21% [478050/1251000] [382.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002052] [CE 5.140 (4.329)] [KD 4.203 (3.530)] 2024-10-17 01:19:17,269 - Train: 38.22% [478100/1251000] [382.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002052] [CE 4.368 (4.230)] [KD 3.563 (3.503)] 2024-10-17 01:19:29,208 - Train: 38.22% [478150/1251000] [382.2/1000.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.002052] [CE 4.086 (4.266)] [KD 3.395 (3.549)] 2024-10-17 01:19:42,068 - Train: 38.23% [478200/1251000] [382.3/1000.0] [batch_t 0.454 (0.257)] [data_t 0.009] [optim_t 0.445] [lr 0.002052] [CE 3.583 (4.226)] [KD 3.190 (3.439)] 2024-10-17 01:19:54,102 - Train: 38.23% [478250/1251000] [382.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002052] [CE 4.212 (4.270)] [KD 3.409 (3.450)] 2024-10-17 01:20:06,371 - Train: 38.23% [478300/1251000] [382.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002052] [CE 4.368 (4.259)] [KD 3.545 (3.489)] 2024-10-17 01:20:18,906 - Train: 38.24% [478350/1251000] [382.4/1000.0] [batch_t 0.278 (0.251)] [data_t 0.009] [optim_t 0.269] [lr 0.002051] [CE 4.405 (4.292)] [KD 3.787 (3.489)] 2024-10-17 01:20:31,317 - Train: 38.24% [478400/1251000] [382.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002051] [CE 4.671 (4.246)] [KD 3.632 (3.454)] 2024-10-17 01:20:43,389 - Train: 38.25% [478450/1251000] [382.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002051] [CE 4.544 (4.311)] [KD 3.569 (3.566)] 2024-10-17 01:20:55,346 - Train: 38.25% [478500/1251000] [382.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002051] [CE 4.209 (4.248)] [KD 3.326 (3.478)] 2024-10-17 01:21:07,549 - Train: 38.25% [478550/1251000] [382.5/1000.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.002051] [CE 4.724 (4.299)] [KD 3.654 (3.571)] 2024-10-17 01:21:20,018 - Train: 38.26% [478600/1251000] [382.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002050] [CE 4.497 (4.271)] [KD 3.807 (3.566)] 2024-10-17 01:21:32,130 - Train: 38.26% [478650/1251000] [382.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002050] [CE 4.235 (4.305)] [KD 3.547 (3.559)] 2024-10-17 01:21:44,245 - Train: 38.27% [478700/1251000] [382.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002050] [CE 4.313 (4.311)] [KD 3.568 (3.526)] 2024-10-17 01:21:56,358 - Train: 38.27% [478750/1251000] [382.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002050] [CE 4.454 (4.321)] [KD 3.452 (3.503)] 2024-10-17 01:22:08,765 - Train: 38.27% [478800/1251000] [382.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002050] [CE 4.324 (4.244)] [KD 3.386 (3.449)] 2024-10-17 01:22:20,721 - Train: 38.28% [478850/1251000] [382.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002050] [CE 4.787 (4.248)] [KD 3.560 (3.509)] 2024-10-17 01:22:32,899 - Train: 38.28% [478900/1251000] [382.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.002049] [CE 4.338 (4.290)] [KD 3.456 (3.602)] 2024-10-17 01:22:45,325 - Train: 38.29% [478950/1251000] [382.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002049] [CE 4.155 (4.278)] [KD 3.418 (3.535)] 2024-10-17 01:22:57,725 - Train: 38.29% [479000/1251000] [382.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.002049] [CE 4.622 (4.237)] [KD 3.583 (3.464)] 2024-10-17 01:23:09,663 - Train: 38.29% [479050/1251000] [382.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002049] [CE 4.309 (4.217)] [KD 3.587 (3.498)] 2024-10-17 01:23:21,620 - Train: 38.30% [479100/1251000] [383.0/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002049] [CE 4.388 (4.332)] [KD 3.526 (3.604)] 2024-10-17 01:23:41,791 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37301] [top5_cnt 46213] [top_all 50000] 2024-10-17 01:23:41,791 - net: 74.602 (92.426) 2024-10-17 01:23:54,510 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39679] [top5_cnt 47364] [top_all 50000] 2024-10-17 01:23:54,511 - net_E: 79.358 (94.728) 2024-10-17 01:23:54,657 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:23:54,657 - ==> Total time: 1 day, 10:10:35 Eta: 2 days, 7:03:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:24:02,682 - Train: 38.30% [479150/1251000] [383.0/1000.0] [batch_t 0.243 (0.397)] [data_t 0.009] [optim_t 0.234] [lr 0.002049] [CE 4.488 (4.274)] [KD 3.565 (3.553)] 2024-10-17 01:24:15,177 - Train: 38.31% [479200/1251000] [383.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002048] [CE 4.044 (4.270)] [KD 3.332 (3.490)] 2024-10-17 01:24:27,560 - Train: 38.31% [479250/1251000] [383.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.002048] [CE 4.322 (4.299)] [KD 3.559 (3.493)] 2024-10-17 01:24:39,387 - Train: 38.31% [479300/1251000] [383.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002048] [CE 4.220 (4.252)] [KD 3.385 (3.521)] 2024-10-17 01:24:51,203 - Train: 38.32% [479350/1251000] [383.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002048] [CE 4.122 (4.376)] [KD 3.470 (3.598)] 2024-10-17 01:25:03,406 - Train: 38.32% [479400/1251000] [383.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002048] [CE 4.727 (4.310)] [KD 3.738 (3.556)] 2024-10-17 01:25:15,456 - Train: 38.33% [479450/1251000] [383.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002048] [CE 4.406 (4.245)] [KD 3.625 (3.493)] 2024-10-17 01:25:27,300 - Train: 38.33% [479500/1251000] [383.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002047] [CE 4.064 (4.216)] [KD 3.614 (3.492)] 2024-10-17 01:25:39,296 - Train: 38.33% [479550/1251000] [383.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002047] [CE 3.772 (4.238)] [KD 3.434 (3.512)] 2024-10-17 01:25:51,584 - Train: 38.34% [479600/1251000] [383.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002047] [CE 4.148 (4.304)] [KD 3.430 (3.585)] 2024-10-17 01:26:03,752 - Train: 38.34% [479650/1251000] [383.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002047] [CE 3.943 (4.261)] [KD 3.065 (3.561)] 2024-10-17 01:26:15,740 - Train: 38.35% [479700/1251000] [383.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002047] [CE 4.519 (4.267)] [KD 3.636 (3.466)] 2024-10-17 01:26:27,698 - Train: 38.35% [479750/1251000] [383.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002046] [CE 4.026 (4.251)] [KD 3.410 (3.487)] 2024-10-17 01:26:39,884 - Train: 38.35% [479800/1251000] [383.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002046] [CE 4.540 (4.326)] [KD 3.636 (3.581)] 2024-10-17 01:26:51,978 - Train: 38.36% [479850/1251000] [383.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002046] [CE 3.899 (4.231)] [KD 3.370 (3.489)] 2024-10-17 01:27:04,014 - Train: 38.36% [479900/1251000] [383.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002046] [CE 4.301 (4.293)] [KD 3.563 (3.526)] 2024-10-17 01:27:15,933 - Train: 38.37% [479950/1251000] [383.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002046] [CE 4.190 (4.288)] [KD 3.635 (3.543)] 2024-10-17 01:27:28,290 - Train: 38.37% [480000/1251000] [383.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002046] [CE 4.414 (4.254)] [KD 3.797 (3.538)] 2024-10-17 01:27:40,760 - Train: 38.37% [480050/1251000] [383.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002045] [CE 4.168 (4.228)] [KD 3.473 (3.531)] 2024-10-17 01:27:52,669 - Train: 38.38% [480100/1251000] [383.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002045] [CE 4.262 (4.270)] [KD 3.506 (3.539)] 2024-10-17 01:28:04,504 - Train: 38.38% [480150/1251000] [383.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.002045] [CE 4.237 (4.305)] [KD 3.554 (3.575)] 2024-10-17 01:28:16,608 - Train: 38.39% [480200/1251000] [383.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002045] [CE 4.191 (4.317)] [KD 3.410 (3.593)] 2024-10-17 01:28:28,798 - Train: 38.39% [480250/1251000] [383.9/1000.0] [batch_t 0.437 (0.244)] [data_t 0.009] [optim_t 0.429] [lr 0.002045] [CE 4.324 (4.332)] [KD 3.780 (3.533)] 2024-10-17 01:28:40,759 - Train: 38.39% [480300/1251000] [383.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002045] [CE 3.988 (4.283)] [KD 3.299 (3.525)] 2024-10-17 01:28:52,719 - Train: 38.40% [480350/1251000] [384.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002044] [CE 4.054 (4.243)] [KD 3.485 (3.510)] 2024-10-17 01:29:13,483 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37381] [top5_cnt 46199] [top_all 50000] 2024-10-17 01:29:13,483 - net: 74.762 (92.398) 2024-10-17 01:29:25,992 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39734] [top5_cnt 47368] [top_all 50000] 2024-10-17 01:29:25,992 - net_E: 79.468 (94.736) 2024-10-17 01:29:26,155 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:29:26,155 - ==> Total time: 1 day, 10:16:06 Eta: 2 days, 6:58:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:29:34,120 - Train: 38.40% [480400/1251000] [384.0/1000.0] [batch_t 0.236 (0.403)] [data_t 0.009] [optim_t 0.227] [lr 0.002044] [CE 3.962 (4.338)] [KD 3.504 (3.599)] 2024-10-17 01:29:46,006 - Train: 38.41% [480450/1251000] [384.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002044] [CE 4.454 (4.276)] [KD 3.522 (3.534)] 2024-10-17 01:29:58,324 - Train: 38.41% [480500/1251000] [384.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002044] [CE 4.361 (4.282)] [KD 3.553 (3.513)] 2024-10-17 01:30:10,503 - Train: 38.41% [480550/1251000] [384.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002044] [CE 4.541 (4.347)] [KD 3.580 (3.549)] 2024-10-17 01:30:22,354 - Train: 38.42% [480600/1251000] [384.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002044] [CE 4.331 (4.209)] [KD 3.592 (3.502)] 2024-10-17 01:30:34,600 - Train: 38.42% [480650/1251000] [384.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002043] [CE 4.521 (4.199)] [KD 3.404 (3.471)] 2024-10-17 01:30:46,690 - Train: 38.43% [480700/1251000] [384.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002043] [CE 4.509 (4.249)] [KD 3.597 (3.508)] 2024-10-17 01:30:58,992 - Train: 38.43% [480750/1251000] [384.3/1000.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.002043] [CE 4.199 (4.345)] [KD 3.469 (3.534)] 2024-10-17 01:31:11,425 - Train: 38.43% [480800/1251000] [384.3/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.240] [lr 0.002043] [CE 4.340 (4.353)] [KD 3.482 (3.524)] 2024-10-17 01:31:23,738 - Train: 38.44% [480850/1251000] [384.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002043] [CE 4.140 (4.247)] [KD 3.283 (3.433)] 2024-10-17 01:31:36,043 - Train: 38.44% [480900/1251000] [384.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002042] [CE 4.612 (4.314)] [KD 3.768 (3.565)] 2024-10-17 01:31:48,496 - Train: 38.45% [480950/1251000] [384.5/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002042] [CE 4.108 (4.227)] [KD 3.404 (3.525)] 2024-10-17 01:32:00,836 - Train: 38.45% [481000/1251000] [384.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002042] [CE 4.616 (4.304)] [KD 3.598 (3.529)] 2024-10-17 01:32:13,282 - Train: 38.45% [481050/1251000] [384.5/1000.0] [batch_t 0.259 (0.249)] [data_t 0.009] [optim_t 0.250] [lr 0.002042] [CE 4.321 (4.256)] [KD 3.722 (3.507)] 2024-10-17 01:32:25,519 - Train: 38.46% [481100/1251000] [384.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002042] [CE 4.355 (4.300)] [KD 3.693 (3.542)] 2024-10-17 01:32:37,829 - Train: 38.46% [481150/1251000] [384.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002042] [CE 3.980 (4.318)] [KD 3.441 (3.541)] 2024-10-17 01:32:50,310 - Train: 38.47% [481200/1251000] [384.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.002041] [CE 4.207 (4.264)] [KD 3.503 (3.497)] 2024-10-17 01:33:02,399 - Train: 38.47% [481250/1251000] [384.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002041] [CE 4.449 (4.290)] [KD 3.798 (3.539)] 2024-10-17 01:33:14,709 - Train: 38.47% [481300/1251000] [384.7/1000.0] [batch_t 0.294 (0.246)] [data_t 0.009] [optim_t 0.285] [lr 0.002041] [CE 4.137 (4.233)] [KD 3.344 (3.471)] 2024-10-17 01:33:26,816 - Train: 38.48% [481350/1251000] [384.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002041] [CE 3.674 (4.276)] [KD 3.256 (3.510)] 2024-10-17 01:33:39,052 - Train: 38.48% [481400/1251000] [384.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002041] [CE 4.654 (4.221)] [KD 3.685 (3.505)] 2024-10-17 01:33:51,321 - Train: 38.49% [481450/1251000] [384.9/1000.0] [batch_t 0.256 (0.245)] [data_t 0.009] [optim_t 0.247] [lr 0.002041] [CE 4.102 (4.277)] [KD 3.587 (3.608)] 2024-10-17 01:34:03,538 - Train: 38.49% [481500/1251000] [384.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002040] [CE 4.174 (4.218)] [KD 3.500 (3.576)] 2024-10-17 01:34:15,490 - Train: 38.49% [481550/1251000] [384.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002040] [CE 4.367 (4.292)] [KD 3.659 (3.542)] 2024-10-17 01:34:27,780 - Train: 38.50% [481600/1251000] [385.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002040] [CE 3.977 (4.289)] [KD 3.332 (3.548)] 2024-10-17 01:34:48,799 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 37688] [top5_cnt 46415] [top_all 50000] 2024-10-17 01:34:48,800 - net: 75.376 (92.830) 2024-10-17 01:35:01,941 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.256)] [top1_cnt 39697] [top5_cnt 47370] [top_all 50000] 2024-10-17 01:35:01,941 - net_E: 79.394 (94.740) 2024-10-17 01:35:02,101 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:35:02,102 - ==> Total time: 1 day, 10:21:42 Eta: 2 days, 6:53:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:35:11,217 - Train: 38.50% [481650/1251000] [385.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.002040] [CE 4.733 (4.339)] [KD 3.783 (3.485)] 2024-10-17 01:35:23,239 - Train: 38.51% [481700/1251000] [385.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002040] [CE 3.723 (4.266)] [KD 3.096 (3.487)] 2024-10-17 01:35:35,718 - Train: 38.51% [481750/1251000] [385.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002040] [CE 4.317 (4.245)] [KD 3.675 (3.458)] 2024-10-17 01:35:47,944 - Train: 38.51% [481800/1251000] [385.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002039] [CE 4.380 (4.187)] [KD 3.587 (3.446)] 2024-10-17 01:36:00,055 - Train: 38.52% [481850/1251000] [385.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002039] [CE 4.185 (4.257)] [KD 3.523 (3.482)] 2024-10-17 01:36:12,451 - Train: 38.52% [481900/1251000] [385.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.002039] [CE 4.400 (4.228)] [KD 3.568 (3.480)] 2024-10-17 01:36:25,138 - Train: 38.53% [481950/1251000] [385.3/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002039] [CE 4.936 (4.289)] [KD 3.853 (3.545)] 2024-10-17 01:36:37,236 - Train: 38.53% [482000/1251000] [385.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002039] [CE 4.239 (4.210)] [KD 3.378 (3.478)] 2024-10-17 01:36:49,736 - Train: 38.53% [482050/1251000] [385.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002038] [CE 3.846 (4.196)] [KD 3.379 (3.470)] 2024-10-17 01:37:02,230 - Train: 38.54% [482100/1251000] [385.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002038] [CE 4.344 (4.233)] [KD 3.759 (3.521)] 2024-10-17 01:37:15,014 - Train: 38.54% [482150/1251000] [385.4/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.002038] [CE 4.303 (4.283)] [KD 3.513 (3.523)] 2024-10-17 01:37:27,322 - Train: 38.55% [482200/1251000] [385.5/1000.0] [batch_t 0.286 (0.246)] [data_t 0.009] [optim_t 0.277] [lr 0.002038] [CE 4.120 (4.268)] [KD 3.618 (3.577)] 2024-10-17 01:37:39,928 - Train: 38.55% [482250/1251000] [385.5/1000.0] [batch_t 0.279 (0.252)] [data_t 0.009] [optim_t 0.270] [lr 0.002038] [CE 4.117 (4.356)] [KD 3.401 (3.578)] 2024-10-17 01:37:52,719 - Train: 38.55% [482300/1251000] [385.5/1000.0] [batch_t 0.232 (0.256)] [data_t 0.009] [optim_t 0.223] [lr 0.002038] [CE 4.563 (4.360)] [KD 3.479 (3.544)] 2024-10-17 01:38:04,897 - Train: 38.56% [482350/1251000] [385.6/1000.0] [batch_t 0.378 (0.243)] [data_t 0.009] [optim_t 0.369] [lr 0.002037] [CE 4.140 (4.230)] [KD 3.325 (3.437)] 2024-10-17 01:38:16,788 - Train: 38.56% [482400/1251000] [385.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002037] [CE 4.704 (4.285)] [KD 3.961 (3.491)] 2024-10-17 01:38:28,731 - Train: 38.57% [482450/1251000] [385.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002037] [CE 4.549 (4.278)] [KD 3.588 (3.503)] 2024-10-17 01:38:41,226 - Train: 38.57% [482500/1251000] [385.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002037] [CE 4.511 (4.261)] [KD 3.561 (3.521)] 2024-10-17 01:38:54,137 - Train: 38.57% [482550/1251000] [385.7/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.002037] [CE 4.318 (4.322)] [KD 3.510 (3.551)] 2024-10-17 01:39:06,294 - Train: 38.58% [482600/1251000] [385.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002037] [CE 4.307 (4.279)] [KD 3.565 (3.511)] 2024-10-17 01:39:18,042 - Train: 38.58% [482650/1251000] [385.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002036] [CE 3.897 (4.227)] [KD 3.450 (3.524)] 2024-10-17 01:39:30,062 - Train: 38.59% [482700/1251000] [385.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002036] [CE 4.205 (4.303)] [KD 3.590 (3.553)] 2024-10-17 01:39:42,150 - Train: 38.59% [482750/1251000] [385.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002036] [CE 3.918 (4.305)] [KD 3.138 (3.573)] 2024-10-17 01:39:54,418 - Train: 38.59% [482800/1251000] [385.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002036] [CE 4.536 (4.317)] [KD 3.514 (3.546)] 2024-10-17 01:40:06,221 - Train: 38.60% [482850/1251000] [386.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002036] [CE 4.288 (4.309)] [KD 3.496 (3.535)] 2024-10-17 01:40:26,930 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 37387] [top5_cnt 46258] [top_all 50000] 2024-10-17 01:40:26,931 - net: 74.774 (92.516) 2024-10-17 01:40:39,111 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39663] [top5_cnt 47385] [top_all 50000] 2024-10-17 01:40:39,111 - net_E: 79.326 (94.770) 2024-10-17 01:40:39,224 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:40:39,224 - ==> Total time: 1 day, 10:27:19 Eta: 2 days, 6:48:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:40:46,672 - Train: 38.60% [482900/1251000] [386.0/1000.0] [batch_t 0.232 (0.438)] [data_t 0.009] [optim_t 0.223] [lr 0.002035] [CE 4.228 (4.281)] [KD 3.716 (3.536)] 2024-10-17 01:40:58,752 - Train: 38.61% [482950/1251000] [386.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002035] [CE 3.745 (4.321)] [KD 3.315 (3.499)] 2024-10-17 01:41:11,205 - Train: 38.61% [483000/1251000] [386.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002035] [CE 4.229 (4.224)] [KD 3.453 (3.504)] 2024-10-17 01:41:23,156 - Train: 38.61% [483050/1251000] [386.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002035] [CE 4.216 (4.293)] [KD 3.482 (3.534)] 2024-10-17 01:41:34,894 - Train: 38.62% [483100/1251000] [386.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002035] [CE 4.287 (4.239)] [KD 3.562 (3.520)] 2024-10-17 01:41:46,768 - Train: 38.62% [483150/1251000] [386.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002035] [CE 4.625 (4.291)] [KD 3.563 (3.488)] 2024-10-17 01:41:58,742 - Train: 38.63% [483200/1251000] [386.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002034] [CE 4.799 (4.224)] [KD 3.803 (3.486)] 2024-10-17 01:42:10,824 - Train: 38.63% [483250/1251000] [386.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002034] [CE 4.881 (4.222)] [KD 3.653 (3.453)] 2024-10-17 01:42:22,844 - Train: 38.63% [483300/1251000] [386.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002034] [CE 4.308 (4.237)] [KD 3.563 (3.500)] 2024-10-17 01:42:34,670 - Train: 38.64% [483350/1251000] [386.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002034] [CE 4.031 (4.283)] [KD 3.287 (3.562)] 2024-10-17 01:42:46,824 - Train: 38.64% [483400/1251000] [386.4/1000.0] [batch_t 0.268 (0.243)] [data_t 0.046] [optim_t 0.222] [lr 0.002034] [CE 4.156 (4.246)] [KD 3.506 (3.483)] 2024-10-17 01:42:59,045 - Train: 38.65% [483450/1251000] [386.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002034] [CE 3.918 (4.297)] [KD 3.179 (3.510)] 2024-10-17 01:43:10,787 - Train: 38.65% [483500/1251000] [386.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002033] [CE 4.422 (4.298)] [KD 3.496 (3.511)] 2024-10-17 01:43:22,839 - Train: 38.65% [483550/1251000] [386.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002033] [CE 4.368 (4.287)] [KD 3.780 (3.578)] 2024-10-17 01:43:34,848 - Train: 38.66% [483600/1251000] [386.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002033] [CE 4.437 (4.274)] [KD 3.452 (3.493)] 2024-10-17 01:43:46,975 - Train: 38.66% [483650/1251000] [386.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002033] [CE 4.229 (4.330)] [KD 3.421 (3.543)] 2024-10-17 01:43:58,648 - Train: 38.67% [483700/1251000] [386.7/1000.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.002033] [CE 4.618 (4.247)] [KD 3.823 (3.526)] 2024-10-17 01:44:10,513 - Train: 38.67% [483750/1251000] [386.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002033] [CE 4.251 (4.265)] [KD 3.597 (3.482)] 2024-10-17 01:44:22,666 - Train: 38.67% [483800/1251000] [386.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002032] [CE 4.624 (4.291)] [KD 3.650 (3.482)] 2024-10-17 01:44:34,536 - Train: 38.68% [483850/1251000] [386.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002032] [CE 4.087 (4.275)] [KD 3.570 (3.526)] 2024-10-17 01:44:46,643 - Train: 38.68% [483900/1251000] [386.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002032] [CE 4.408 (4.227)] [KD 3.629 (3.478)] 2024-10-17 01:44:58,786 - Train: 38.69% [483950/1251000] [386.9/1000.0] [batch_t 0.243 (0.243)] [data_t 0.020] [optim_t 0.223] [lr 0.002032] [CE 4.294 (4.314)] [KD 3.595 (3.526)] 2024-10-17 01:45:11,207 - Train: 38.69% [484000/1251000] [386.9/1000.0] [batch_t 0.297 (0.248)] [data_t 0.076] [optim_t 0.221] [lr 0.002032] [CE 4.204 (4.333)] [KD 3.236 (3.537)] 2024-10-17 01:45:23,082 - Train: 38.69% [484050/1251000] [386.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002031] [CE 4.564 (4.201)] [KD 3.752 (3.497)] 2024-10-17 01:45:35,199 - Train: 38.70% [484100/1251000] [387.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002031] [CE 4.293 (4.258)] [KD 3.503 (3.502)] 2024-10-17 01:45:56,030 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 37764] [top5_cnt 46469] [top_all 50000] 2024-10-17 01:45:56,030 - net: 75.528 (92.938) 2024-10-17 01:46:08,140 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39650] [top5_cnt 47410] [top_all 50000] 2024-10-17 01:46:08,140 - net_E: 79.300 (94.820) 2024-10-17 01:46:08,278 - Max [top1: 75.562 (epoch: 381)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:46:08,279 - ==> Total time: 1 day, 10:32:48 Eta: 2 days, 6:43:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:46:15,568 - Train: 38.70% [484150/1251000] [387.0/1000.0] [batch_t 0.238 (0.426)] [data_t 0.009] [optim_t 0.229] [lr 0.002031] [CE 4.227 (4.301)] [KD 3.401 (3.454)] 2024-10-17 01:46:28,112 - Train: 38.71% [484200/1251000] [387.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.002031] [CE 4.604 (4.234)] [KD 3.486 (3.456)] 2024-10-17 01:46:40,333 - Train: 38.71% [484250/1251000] [387.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002031] [CE 4.466 (4.238)] [KD 3.508 (3.431)] 2024-10-17 01:46:52,667 - Train: 38.71% [484300/1251000] [387.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002031] [CE 4.246 (4.252)] [KD 3.453 (3.484)] 2024-10-17 01:47:05,464 - Train: 38.72% [484350/1251000] [387.2/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.002030] [CE 4.146 (4.331)] [KD 3.559 (3.538)] 2024-10-17 01:47:18,021 - Train: 38.72% [484400/1251000] [387.2/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002030] [CE 4.335 (4.219)] [KD 3.548 (3.496)] 2024-10-17 01:47:30,607 - Train: 38.73% [484450/1251000] [387.3/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002030] [CE 4.406 (4.292)] [KD 3.531 (3.472)] 2024-10-17 01:47:43,067 - Train: 38.73% [484500/1251000] [387.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002030] [CE 4.022 (4.240)] [KD 3.218 (3.476)] 2024-10-17 01:47:55,476 - Train: 38.73% [484550/1251000] [387.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002030] [CE 4.395 (4.286)] [KD 3.547 (3.535)] 2024-10-17 01:48:08,184 - Train: 38.74% [484600/1251000] [387.4/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.002030] [CE 3.890 (4.252)] [KD 3.379 (3.519)] 2024-10-17 01:48:20,582 - Train: 38.74% [484650/1251000] [387.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.002029] [CE 4.094 (4.245)] [KD 3.349 (3.463)] 2024-10-17 01:48:33,245 - Train: 38.75% [484700/1251000] [387.5/1000.0] [batch_t 0.246 (0.253)] [data_t 0.009] [optim_t 0.237] [lr 0.002029] [CE 4.058 (4.206)] [KD 3.263 (3.458)] 2024-10-17 01:48:46,209 - Train: 38.75% [484750/1251000] [387.5/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.002029] [CE 4.242 (4.273)] [KD 3.386 (3.498)] 2024-10-17 01:48:58,506 - Train: 38.75% [484800/1251000] [387.5/1000.0] [batch_t 0.313 (0.246)] [data_t 0.009] [optim_t 0.304] [lr 0.002029] [CE 4.313 (4.307)] [KD 3.449 (3.540)] 2024-10-17 01:49:11,020 - Train: 38.76% [484850/1251000] [387.6/1000.0] [batch_t 0.255 (0.250)] [data_t 0.009] [optim_t 0.247] [lr 0.002029] [CE 4.033 (4.310)] [KD 3.535 (3.478)] 2024-10-17 01:49:23,869 - Train: 38.76% [484900/1251000] [387.6/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.002029] [CE 4.279 (4.254)] [KD 3.294 (3.471)] 2024-10-17 01:49:36,715 - Train: 38.76% [484950/1251000] [387.6/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.002028] [CE 4.731 (4.202)] [KD 3.858 (3.506)] 2024-10-17 01:49:49,505 - Train: 38.77% [485000/1251000] [387.7/1000.0] [batch_t 0.272 (0.256)] [data_t 0.009] [optim_t 0.263] [lr 0.002028] [CE 4.682 (4.307)] [KD 3.655 (3.559)] 2024-10-17 01:50:02,103 - Train: 38.77% [485050/1251000] [387.7/1000.0] [batch_t 0.252 (0.252)] [data_t 0.009] [optim_t 0.243] [lr 0.002028] [CE 4.047 (4.275)] [KD 3.634 (3.512)] 2024-10-17 01:50:14,684 - Train: 38.78% [485100/1251000] [387.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002028] [CE 4.792 (4.237)] [KD 3.800 (3.519)] 2024-10-17 01:50:26,922 - Train: 38.78% [485150/1251000] [387.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002028] [CE 3.960 (4.229)] [KD 3.308 (3.496)] 2024-10-17 01:50:39,434 - Train: 38.78% [485200/1251000] [387.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002027] [CE 4.128 (4.341)] [KD 3.520 (3.525)] 2024-10-17 01:50:52,375 - Train: 38.79% [485250/1251000] [387.9/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.002027] [CE 4.462 (4.296)] [KD 3.832 (3.520)] 2024-10-17 01:51:04,674 - Train: 38.79% [485300/1251000] [387.9/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.002027] [CE 4.553 (4.274)] [KD 3.611 (3.500)] 2024-10-17 01:51:17,311 - Train: 38.80% [485350/1251000] [388.0/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.002027] [CE 4.383 (4.269)] [KD 3.750 (3.509)] 2024-10-17 01:51:39,106 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 37818] [top5_cnt 46476] [top_all 50000] 2024-10-17 01:51:39,106 - net: 75.636 (92.952) 2024-10-17 01:51:51,129 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 39672] [top5_cnt 47399] [top_all 50000] 2024-10-17 01:51:51,129 - net_E: 79.344 (94.798) 2024-10-17 01:51:51,260 - Max [top1: 75.636 (epoch: 388)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:51:51,260 - ==> Total time: 1 day, 10:38:31 Eta: 2 days, 6:38:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:51:59,900 - Train: 38.80% [485400/1251000] [388.0/1000.0] [batch_t 0.235 (0.345)] [data_t 0.009] [optim_t 0.226] [lr 0.002027] [CE 3.811 (4.187)] [KD 3.470 (3.400)] 2024-10-17 01:52:12,090 - Train: 38.80% [485450/1251000] [388.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002027] [CE 4.277 (4.290)] [KD 3.552 (3.533)] 2024-10-17 01:52:24,186 - Train: 38.81% [485500/1251000] [388.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002026] [CE 3.439 (4.325)] [KD 3.143 (3.551)] 2024-10-17 01:52:36,383 - Train: 38.81% [485550/1251000] [388.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002026] [CE 4.526 (4.278)] [KD 3.629 (3.451)] 2024-10-17 01:52:48,198 - Train: 38.82% [485600/1251000] [388.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002026] [CE 4.273 (4.280)] [KD 3.666 (3.481)] 2024-10-17 01:53:00,056 - Train: 38.82% [485650/1251000] [388.2/1000.0] [batch_t 0.375 (0.237)] [data_t 0.009] [optim_t 0.366] [lr 0.002026] [CE 4.308 (4.374)] [KD 3.535 (3.509)] 2024-10-17 01:53:12,447 - Train: 38.82% [485700/1251000] [388.2/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002026] [CE 4.710 (4.288)] [KD 3.671 (3.470)] 2024-10-17 01:53:24,480 - Train: 38.83% [485750/1251000] [388.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002026] [CE 4.092 (4.162)] [KD 3.386 (3.433)] 2024-10-17 01:53:36,402 - Train: 38.83% [485800/1251000] [388.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002025] [CE 4.353 (4.317)] [KD 3.614 (3.513)] 2024-10-17 01:53:48,142 - Train: 38.84% [485850/1251000] [388.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002025] [CE 4.468 (4.289)] [KD 3.456 (3.538)] 2024-10-17 01:54:00,314 - Train: 38.84% [485900/1251000] [388.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002025] [CE 4.685 (4.255)] [KD 3.648 (3.502)] 2024-10-17 01:54:12,481 - Train: 38.84% [485950/1251000] [388.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002025] [CE 4.606 (4.291)] [KD 3.463 (3.517)] 2024-10-17 01:54:24,719 - Train: 38.85% [486000/1251000] [388.5/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002025] [CE 4.022 (4.327)] [KD 3.585 (3.578)] 2024-10-17 01:54:37,027 - Train: 38.85% [486050/1251000] [388.5/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.002024] [CE 4.009 (4.252)] [KD 3.339 (3.500)] 2024-10-17 01:54:49,296 - Train: 38.86% [486100/1251000] [388.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002024] [CE 4.144 (4.287)] [KD 3.250 (3.494)] 2024-10-17 01:55:01,561 - Train: 38.86% [486150/1251000] [388.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002024] [CE 4.632 (4.214)] [KD 3.662 (3.492)] 2024-10-17 01:55:13,606 - Train: 38.86% [486200/1251000] [388.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002024] [CE 4.641 (4.279)] [KD 3.658 (3.523)] 2024-10-17 01:55:25,500 - Train: 38.87% [486250/1251000] [388.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002024] [CE 4.306 (4.252)] [KD 3.514 (3.526)] 2024-10-17 01:55:38,111 - Train: 38.87% [486300/1251000] [388.7/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.002024] [CE 4.090 (4.248)] [KD 3.734 (3.489)] 2024-10-17 01:55:50,445 - Train: 38.88% [486350/1251000] [388.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002023] [CE 3.931 (4.243)] [KD 3.174 (3.497)] 2024-10-17 01:56:02,413 - Train: 38.88% [486400/1251000] [388.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002023] [CE 4.708 (4.298)] [KD 3.673 (3.487)] 2024-10-17 01:56:14,585 - Train: 38.88% [486450/1251000] [388.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002023] [CE 4.364 (4.283)] [KD 3.579 (3.511)] 2024-10-17 01:56:27,014 - Train: 38.89% [486500/1251000] [388.9/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002023] [CE 4.213 (4.292)] [KD 3.521 (3.476)] 2024-10-17 01:56:39,385 - Train: 38.89% [486550/1251000] [388.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.002023] [CE 4.550 (4.279)] [KD 3.526 (3.534)] 2024-10-17 01:56:51,741 - Train: 38.90% [486600/1251000] [389.0/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002023] [CE 4.828 (4.303)] [KD 3.781 (3.555)] 2024-10-17 01:57:14,039 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.253)] [top1_cnt 37859] [top5_cnt 46485] [top_all 50000] 2024-10-17 01:57:14,040 - net: 75.718 (92.970) 2024-10-17 01:57:26,516 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39650] [top5_cnt 47403] [top_all 50000] 2024-10-17 01:57:26,517 - net_E: 79.300 (94.806) 2024-10-17 01:57:26,652 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 01:57:26,652 - ==> Total time: 1 day, 10:44:07 Eta: 2 days, 6:33:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 01:57:34,394 - Train: 38.90% [486650/1251000] [389.0/1000.0] [batch_t 0.245 (0.330)] [data_t 0.009] [optim_t 0.236] [lr 0.002022] [CE 4.377 (4.398)] [KD 3.717 (3.573)] 2024-10-17 01:57:46,495 - Train: 38.90% [486700/1251000] [389.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002022] [CE 4.836 (4.303)] [KD 3.807 (3.479)] 2024-10-17 01:57:58,909 - Train: 38.91% [486750/1251000] [389.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002022] [CE 3.969 (4.216)] [KD 3.315 (3.448)] 2024-10-17 01:58:11,261 - Train: 38.91% [486800/1251000] [389.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002022] [CE 4.564 (4.237)] [KD 3.681 (3.497)] 2024-10-17 01:58:23,087 - Train: 38.92% [486850/1251000] [389.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002022] [CE 4.080 (4.287)] [KD 3.150 (3.467)] 2024-10-17 01:58:35,272 - Train: 38.92% [486900/1251000] [389.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002022] [CE 3.557 (4.303)] [KD 3.026 (3.492)] 2024-10-17 01:58:47,218 - Train: 38.92% [486950/1251000] [389.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002021] [CE 4.578 (4.213)] [KD 3.689 (3.452)] 2024-10-17 01:58:59,485 - Train: 38.93% [487000/1251000] [389.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002021] [CE 4.599 (4.232)] [KD 3.743 (3.499)] 2024-10-17 01:59:11,386 - Train: 38.93% [487050/1251000] [389.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002021] [CE 4.437 (4.219)] [KD 3.446 (3.454)] 2024-10-17 01:59:23,391 - Train: 38.94% [487100/1251000] [389.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002021] [CE 4.102 (4.227)] [KD 3.356 (3.509)] 2024-10-17 01:59:35,470 - Train: 38.94% [487150/1251000] [389.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002021] [CE 4.711 (4.323)] [KD 3.669 (3.537)] 2024-10-17 01:59:47,942 - Train: 38.94% [487200/1251000] [389.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002020] [CE 4.619 (4.213)] [KD 3.395 (3.464)] 2024-10-17 01:59:59,768 - Train: 38.95% [487250/1251000] [389.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002020] [CE 4.202 (4.249)] [KD 3.408 (3.553)] 2024-10-17 02:00:11,591 - Train: 38.95% [487300/1251000] [389.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002020] [CE 4.041 (4.176)] [KD 3.295 (3.482)] 2024-10-17 02:00:23,535 - Train: 38.96% [487350/1251000] [389.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002020] [CE 4.345 (4.249)] [KD 3.709 (3.524)] 2024-10-17 02:00:35,811 - Train: 38.96% [487400/1251000] [389.6/1000.0] [batch_t 0.372 (0.245)] [data_t 0.009] [optim_t 0.363] [lr 0.002020] [CE 4.429 (4.323)] [KD 3.564 (3.547)] 2024-10-17 02:00:47,767 - Train: 38.96% [487450/1251000] [389.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002020] [CE 4.129 (4.221)] [KD 3.371 (3.474)] 2024-10-17 02:00:59,643 - Train: 38.97% [487500/1251000] [389.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002019] [CE 4.365 (4.400)] [KD 3.404 (3.593)] 2024-10-17 02:01:11,564 - Train: 38.97% [487550/1251000] [389.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002019] [CE 3.813 (4.250)] [KD 3.254 (3.532)] 2024-10-17 02:01:23,657 - Train: 38.98% [487600/1251000] [389.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002019] [CE 3.865 (4.234)] [KD 3.277 (3.543)] 2024-10-17 02:01:35,671 - Train: 38.98% [487650/1251000] [389.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002019] [CE 4.146 (4.273)] [KD 3.436 (3.490)] 2024-10-17 02:01:47,614 - Train: 38.98% [487700/1251000] [389.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002019] [CE 4.140 (4.216)] [KD 3.580 (3.486)] 2024-10-17 02:02:00,207 - Train: 38.99% [487750/1251000] [389.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.002019] [CE 4.450 (4.296)] [KD 3.489 (3.550)] 2024-10-17 02:02:12,373 - Train: 38.99% [487800/1251000] [389.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002018] [CE 4.657 (4.248)] [KD 3.708 (3.523)] 2024-10-17 02:02:24,225 - Train: 39.00% [487850/1251000] [390.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002018] [CE 4.007 (4.289)] [KD 3.257 (3.511)] 2024-10-17 02:02:46,579 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 37560] [top5_cnt 46341] [top_all 50000] 2024-10-17 02:02:46,580 - net: 75.120 (92.682) 2024-10-17 02:02:59,551 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.253)] [top1_cnt 39641] [top5_cnt 47395] [top_all 50000] 2024-10-17 02:02:59,552 - net_E: 79.282 (94.790) 2024-10-17 02:02:59,715 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:02:59,715 - ==> Total time: 1 day, 10:49:40 Eta: 2 days, 6:28:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:03:09,989 - Train: 39.00% [487900/1251000] [390.0/1000.0] [batch_t 0.241 (0.335)] [data_t 0.009] [optim_t 0.232] [lr 0.002018] [CE 4.038 (4.197)] [KD 3.456 (3.449)] 2024-10-17 02:03:22,536 - Train: 39.00% [487950/1251000] [390.0/1000.0] [batch_t 0.244 (0.251)] [data_t 0.009] [optim_t 0.235] [lr 0.002018] [CE 4.023 (4.226)] [KD 3.284 (3.442)] 2024-10-17 02:03:35,327 - Train: 39.01% [488000/1251000] [390.1/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.002018] [CE 4.217 (4.296)] [KD 3.678 (3.534)] 2024-10-17 02:03:47,162 - Train: 39.01% [488050/1251000] [390.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002017] [CE 4.033 (4.322)] [KD 3.287 (3.488)] 2024-10-17 02:03:59,075 - Train: 39.02% [488100/1251000] [390.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002017] [CE 3.887 (4.259)] [KD 3.266 (3.511)] 2024-10-17 02:04:11,243 - Train: 39.02% [488150/1251000] [390.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002017] [CE 4.632 (4.278)] [KD 3.733 (3.551)] 2024-10-17 02:04:23,361 - Train: 39.02% [488200/1251000] [390.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002017] [CE 4.502 (4.234)] [KD 3.655 (3.485)] 2024-10-17 02:04:35,315 - Train: 39.03% [488250/1251000] [390.3/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002017] [CE 4.178 (4.226)] [KD 3.749 (3.493)] 2024-10-17 02:04:47,506 - Train: 39.03% [488300/1251000] [390.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002017] [CE 4.252 (4.287)] [KD 3.638 (3.512)] 2024-10-17 02:04:59,764 - Train: 39.04% [488350/1251000] [390.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002016] [CE 4.162 (4.249)] [KD 3.295 (3.480)] 2024-10-17 02:05:12,035 - Train: 39.04% [488400/1251000] [390.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002016] [CE 4.484 (4.240)] [KD 3.687 (3.499)] 2024-10-17 02:05:24,432 - Train: 39.04% [488450/1251000] [390.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002016] [CE 4.206 (4.235)] [KD 3.534 (3.508)] 2024-10-17 02:05:36,571 - Train: 39.05% [488500/1251000] [390.5/1000.0] [batch_t 0.255 (0.243)] [data_t 0.030] [optim_t 0.225] [lr 0.002016] [CE 3.819 (4.213)] [KD 3.402 (3.459)] 2024-10-17 02:05:49,368 - Train: 39.05% [488550/1251000] [390.5/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.002016] [CE 3.894 (4.197)] [KD 3.195 (3.486)] 2024-10-17 02:06:01,801 - Train: 39.06% [488600/1251000] [390.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002016] [CE 4.141 (4.202)] [KD 3.286 (3.462)] 2024-10-17 02:06:13,782 - Train: 39.06% [488650/1251000] [390.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002015] [CE 4.243 (4.242)] [KD 3.535 (3.513)] 2024-10-17 02:06:25,762 - Train: 39.06% [488700/1251000] [390.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002015] [CE 4.336 (4.240)] [KD 3.508 (3.468)] 2024-10-17 02:06:38,271 - Train: 39.07% [488750/1251000] [390.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002015] [CE 4.769 (4.279)] [KD 3.673 (3.526)] 2024-10-17 02:06:50,752 - Train: 39.07% [488800/1251000] [390.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002015] [CE 4.701 (4.193)] [KD 3.637 (3.409)] 2024-10-17 02:07:03,276 - Train: 39.08% [488850/1251000] [390.8/1000.0] [batch_t 0.267 (0.250)] [data_t 0.043] [optim_t 0.224] [lr 0.002015] [CE 3.881 (4.329)] [KD 3.192 (3.509)] 2024-10-17 02:07:15,884 - Train: 39.08% [488900/1251000] [390.8/1000.0] [batch_t 0.278 (0.252)] [data_t 0.055] [optim_t 0.224] [lr 0.002014] [CE 4.034 (4.288)] [KD 3.377 (3.509)] 2024-10-17 02:07:28,828 - Train: 39.08% [488950/1251000] [390.8/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.002014] [CE 3.767 (4.224)] [KD 3.143 (3.479)] 2024-10-17 02:07:41,064 - Train: 39.09% [489000/1251000] [390.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002014] [CE 4.695 (4.300)] [KD 3.625 (3.516)] 2024-10-17 02:07:53,045 - Train: 39.09% [489050/1251000] [390.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002014] [CE 4.349 (4.294)] [KD 3.503 (3.498)] 2024-10-17 02:08:05,974 - Train: 39.10% [489100/1251000] [391.0/1000.0] [batch_t 0.235 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.002014] [CE 4.325 (4.302)] [KD 3.838 (3.519)] 2024-10-17 02:08:28,366 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 37722] [top5_cnt 46401] [top_all 50000] 2024-10-17 02:08:28,367 - net: 75.444 (92.802) 2024-10-17 02:08:40,803 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39666] [top5_cnt 47393] [top_all 50000] 2024-10-17 02:08:40,804 - net_E: 79.332 (94.786) 2024-10-17 02:08:40,969 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:08:40,969 - ==> Total time: 1 day, 10:55:21 Eta: 2 days, 6:23:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:08:47,294 - Train: 39.10% [489150/1251000] [391.0/1000.0] [batch_t 0.233 (0.557)] [data_t 0.009] [optim_t 0.224] [lr 0.002014] [CE 4.248 (4.166)] [KD 3.489 (3.399)] 2024-10-17 02:08:59,303 - Train: 39.10% [489200/1251000] [391.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002013] [CE 4.109 (4.187)] [KD 3.367 (3.439)] 2024-10-17 02:09:11,548 - Train: 39.11% [489250/1251000] [391.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002013] [CE 4.396 (4.262)] [KD 3.555 (3.511)] 2024-10-17 02:09:23,599 - Train: 39.11% [489300/1251000] [391.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002013] [CE 4.598 (4.255)] [KD 3.635 (3.423)] 2024-10-17 02:09:35,359 - Train: 39.12% [489350/1251000] [391.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002013] [CE 3.970 (4.189)] [KD 3.405 (3.434)] 2024-10-17 02:09:47,094 - Train: 39.12% [489400/1251000] [391.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002013] [CE 4.422 (4.247)] [KD 3.571 (3.460)] 2024-10-17 02:09:59,240 - Train: 39.12% [489450/1251000] [391.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002013] [CE 4.198 (4.284)] [KD 3.582 (3.550)] 2024-10-17 02:10:11,113 - Train: 39.13% [489500/1251000] [391.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002012] [CE 4.084 (4.265)] [KD 3.417 (3.560)] 2024-10-17 02:10:23,099 - Train: 39.13% [489550/1251000] [391.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002012] [CE 4.187 (4.159)] [KD 3.358 (3.383)] 2024-10-17 02:10:34,980 - Train: 39.14% [489600/1251000] [391.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.002012] [CE 3.794 (4.214)] [KD 3.161 (3.496)] 2024-10-17 02:10:47,152 - Train: 39.14% [489650/1251000] [391.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002012] [CE 4.676 (4.288)] [KD 3.903 (3.514)] 2024-10-17 02:10:58,941 - Train: 39.14% [489700/1251000] [391.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002012] [CE 3.770 (4.244)] [KD 3.293 (3.502)] 2024-10-17 02:11:11,011 - Train: 39.15% [489750/1251000] [391.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002011] [CE 4.108 (4.255)] [KD 3.467 (3.448)] 2024-10-17 02:11:23,262 - Train: 39.15% [489800/1251000] [391.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002011] [CE 4.327 (4.244)] [KD 3.283 (3.472)] 2024-10-17 02:11:35,357 - Train: 39.16% [489850/1251000] [391.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002011] [CE 4.454 (4.314)] [KD 3.388 (3.512)] 2024-10-17 02:11:47,230 - Train: 39.16% [489900/1251000] [391.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002011] [CE 4.768 (4.243)] [KD 3.792 (3.472)] 2024-10-17 02:11:59,302 - Train: 39.16% [489950/1251000] [391.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002011] [CE 3.924 (4.250)] [KD 3.241 (3.478)] 2024-10-17 02:12:11,020 - Train: 39.17% [490000/1251000] [391.7/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002011] [CE 4.750 (4.248)] [KD 3.718 (3.485)] 2024-10-17 02:12:23,181 - Train: 39.17% [490050/1251000] [391.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002010] [CE 4.655 (4.278)] [KD 3.735 (3.502)] 2024-10-17 02:12:35,352 - Train: 39.18% [490100/1251000] [391.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002010] [CE 3.825 (4.239)] [KD 3.334 (3.528)] 2024-10-17 02:12:47,402 - Train: 39.18% [490150/1251000] [391.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002010] [CE 4.688 (4.253)] [KD 3.731 (3.478)] 2024-10-17 02:12:59,671 - Train: 39.18% [490200/1251000] [391.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002010] [CE 4.145 (4.279)] [KD 3.364 (3.503)] 2024-10-17 02:13:11,960 - Train: 39.19% [490250/1251000] [391.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002010] [CE 4.447 (4.325)] [KD 3.461 (3.484)] 2024-10-17 02:13:23,872 - Train: 39.19% [490300/1251000] [391.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002010] [CE 4.859 (4.274)] [KD 3.939 (3.513)] 2024-10-17 02:13:35,884 - Train: 39.20% [490350/1251000] [392.0/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002009] [CE 4.110 (4.295)] [KD 3.387 (3.564)] 2024-10-17 02:13:58,147 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.235)] [top1_cnt 37712] [top5_cnt 46416] [top_all 50000] 2024-10-17 02:13:58,148 - net: 75.424 (92.832) 2024-10-17 02:14:10,651 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39682] [top5_cnt 47382] [top_all 50000] 2024-10-17 02:14:10,651 - net_E: 79.364 (94.764) 2024-10-17 02:14:10,811 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:14:10,812 - ==> Total time: 1 day, 11:00:51 Eta: 2 days, 6:18:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:14:16,427 - Train: 39.20% [490400/1251000] [392.0/1000.0] [batch_t 0.236 (0.541)] [data_t 0.009] [optim_t 0.227] [lr 0.002009] [CE 3.564 (4.144)] [KD 3.343 (3.395)] 2024-10-17 02:14:28,733 - Train: 39.20% [490450/1251000] [392.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002009] [CE 3.962 (4.290)] [KD 3.419 (3.480)] 2024-10-17 02:14:41,054 - Train: 39.21% [490500/1251000] [392.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002009] [CE 4.360 (4.237)] [KD 3.434 (3.471)] 2024-10-17 02:14:53,196 - Train: 39.21% [490550/1251000] [392.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002009] [CE 3.921 (4.279)] [KD 3.217 (3.480)] 2024-10-17 02:15:05,014 - Train: 39.22% [490600/1251000] [392.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002009] [CE 4.423 (4.200)] [KD 3.484 (3.457)] 2024-10-17 02:15:17,107 - Train: 39.22% [490650/1251000] [392.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002008] [CE 4.359 (4.258)] [KD 3.472 (3.484)] 2024-10-17 02:15:29,099 - Train: 39.22% [490700/1251000] [392.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002008] [CE 4.215 (4.257)] [KD 3.367 (3.548)] 2024-10-17 02:15:41,239 - Train: 39.23% [490750/1251000] [392.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002008] [CE 3.973 (4.213)] [KD 3.303 (3.484)] 2024-10-17 02:15:53,065 - Train: 39.23% [490800/1251000] [392.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002008] [CE 4.115 (4.254)] [KD 3.347 (3.526)] 2024-10-17 02:16:05,070 - Train: 39.24% [490850/1251000] [392.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002008] [CE 4.058 (4.252)] [KD 3.513 (3.511)] 2024-10-17 02:16:17,176 - Train: 39.24% [490900/1251000] [392.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002007] [CE 4.158 (4.213)] [KD 3.515 (3.462)] 2024-10-17 02:16:29,141 - Train: 39.24% [490950/1251000] [392.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002007] [CE 4.317 (4.264)] [KD 3.509 (3.520)] 2024-10-17 02:16:41,158 - Train: 39.25% [491000/1251000] [392.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002007] [CE 4.145 (4.329)] [KD 3.331 (3.510)] 2024-10-17 02:16:53,573 - Train: 39.25% [491050/1251000] [392.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.002007] [CE 4.516 (4.281)] [KD 3.429 (3.440)] 2024-10-17 02:17:05,742 - Train: 39.26% [491100/1251000] [392.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002007] [CE 4.193 (4.226)] [KD 3.520 (3.464)] 2024-10-17 02:17:17,783 - Train: 39.26% [491150/1251000] [392.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002007] [CE 4.072 (4.209)] [KD 3.597 (3.509)] 2024-10-17 02:17:30,029 - Train: 39.26% [491200/1251000] [392.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002006] [CE 3.931 (4.274)] [KD 3.212 (3.553)] 2024-10-17 02:17:42,052 - Train: 39.27% [491250/1251000] [392.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002006] [CE 4.338 (4.285)] [KD 3.484 (3.489)] 2024-10-17 02:17:54,552 - Train: 39.27% [491300/1251000] [392.7/1000.0] [batch_t 0.367 (0.250)] [data_t 0.009] [optim_t 0.358] [lr 0.002006] [CE 4.696 (4.324)] [KD 3.758 (3.534)] 2024-10-17 02:18:06,728 - Train: 39.28% [491350/1251000] [392.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002006] [CE 4.383 (4.266)] [KD 3.493 (3.516)] 2024-10-17 02:18:18,793 - Train: 39.28% [491400/1251000] [392.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002006] [CE 4.347 (4.192)] [KD 3.675 (3.481)] 2024-10-17 02:18:30,948 - Train: 39.28% [491450/1251000] [392.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002006] [CE 4.172 (4.197)] [KD 3.369 (3.509)] 2024-10-17 02:18:42,884 - Train: 39.29% [491500/1251000] [392.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002005] [CE 4.071 (4.225)] [KD 3.163 (3.542)] 2024-10-17 02:18:55,137 - Train: 39.29% [491550/1251000] [392.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002005] [CE 4.738 (4.293)] [KD 3.941 (3.525)] 2024-10-17 02:19:07,229 - Train: 39.30% [491600/1251000] [393.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002005] [CE 3.967 (4.281)] [KD 3.332 (3.559)] 2024-10-17 02:19:30,228 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37610] [top5_cnt 46342] [top_all 50000] 2024-10-17 02:19:30,229 - net: 75.220 (92.684) 2024-10-17 02:19:42,385 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39686] [top5_cnt 47370] [top_all 50000] 2024-10-17 02:19:42,386 - net_E: 79.372 (94.740) 2024-10-17 02:19:42,549 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:19:42,549 - ==> Total time: 1 day, 11:06:23 Eta: 2 days, 6:13:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:19:48,384 - Train: 39.30% [491650/1251000] [393.0/1000.0] [batch_t 0.235 (0.646)] [data_t 0.009] [optim_t 0.226] [lr 0.002005] [CE 4.042 (4.137)] [KD 3.056 (3.326)] 2024-10-17 02:20:00,577 - Train: 39.30% [491700/1251000] [393.0/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002005] [CE 4.466 (4.234)] [KD 3.785 (3.452)] 2024-10-17 02:20:12,828 - Train: 39.31% [491750/1251000] [393.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002004] [CE 4.377 (4.195)] [KD 3.430 (3.438)] 2024-10-17 02:20:24,763 - Train: 39.31% [491800/1251000] [393.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002004] [CE 4.668 (4.303)] [KD 3.783 (3.489)] 2024-10-17 02:20:36,741 - Train: 39.32% [491850/1251000] [393.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002004] [CE 4.658 (4.206)] [KD 3.876 (3.443)] 2024-10-17 02:20:48,740 - Train: 39.32% [491900/1251000] [393.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002004] [CE 4.129 (4.307)] [KD 3.503 (3.445)] 2024-10-17 02:21:00,767 - Train: 39.32% [491950/1251000] [393.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002004] [CE 4.122 (4.239)] [KD 3.373 (3.396)] 2024-10-17 02:21:12,680 - Train: 39.33% [492000/1251000] [393.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002004] [CE 4.025 (4.253)] [KD 3.271 (3.429)] 2024-10-17 02:21:24,818 - Train: 39.33% [492050/1251000] [393.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002003] [CE 4.054 (4.185)] [KD 3.528 (3.434)] 2024-10-17 02:21:36,871 - Train: 39.34% [492100/1251000] [393.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002003] [CE 4.302 (4.201)] [KD 3.740 (3.429)] 2024-10-17 02:21:48,828 - Train: 39.34% [492150/1251000] [393.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002003] [CE 4.019 (4.208)] [KD 3.210 (3.413)] 2024-10-17 02:22:00,809 - Train: 39.34% [492200/1251000] [393.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002003] [CE 4.283 (4.249)] [KD 3.339 (3.451)] 2024-10-17 02:22:12,830 - Train: 39.35% [492250/1251000] [393.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002003] [CE 4.501 (4.245)] [KD 3.471 (3.537)] 2024-10-17 02:22:24,763 - Train: 39.35% [492300/1251000] [393.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002003] [CE 4.800 (4.277)] [KD 3.479 (3.453)] 2024-10-17 02:22:36,907 - Train: 39.36% [492350/1251000] [393.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.002002] [CE 4.453 (4.321)] [KD 3.641 (3.523)] 2024-10-17 02:22:48,892 - Train: 39.36% [492400/1251000] [393.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002002] [CE 4.220 (4.294)] [KD 3.391 (3.449)] 2024-10-17 02:23:00,771 - Train: 39.36% [492450/1251000] [393.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002002] [CE 4.232 (4.304)] [KD 3.544 (3.526)] 2024-10-17 02:23:12,785 - Train: 39.37% [492500/1251000] [393.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002002] [CE 4.431 (4.289)] [KD 3.492 (3.480)] 2024-10-17 02:23:24,831 - Train: 39.37% [492550/1251000] [393.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002002] [CE 4.015 (4.358)] [KD 3.498 (3.571)] 2024-10-17 02:23:37,033 - Train: 39.38% [492600/1251000] [393.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002001] [CE 4.055 (4.230)] [KD 3.454 (3.555)] 2024-10-17 02:23:48,942 - Train: 39.38% [492650/1251000] [393.8/1000.0] [batch_t 0.261 (0.238)] [data_t 0.009] [optim_t 0.252] [lr 0.002001] [CE 4.488 (4.327)] [KD 3.771 (3.586)] 2024-10-17 02:24:01,253 - Train: 39.38% [492700/1251000] [393.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002001] [CE 4.665 (4.375)] [KD 3.800 (3.594)] 2024-10-17 02:24:13,577 - Train: 39.39% [492750/1251000] [393.9/1000.0] [batch_t 0.272 (0.246)] [data_t 0.009] [optim_t 0.263] [lr 0.002001] [CE 4.631 (4.273)] [KD 3.776 (3.566)] 2024-10-17 02:24:26,145 - Train: 39.39% [492800/1251000] [393.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.002001] [CE 4.177 (4.220)] [KD 3.625 (3.438)] 2024-10-17 02:24:38,281 - Train: 39.40% [492850/1251000] [394.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002001] [CE 4.188 (4.358)] [KD 3.381 (3.595)] 2024-10-17 02:25:01,078 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37439] [top5_cnt 46249] [top_all 50000] 2024-10-17 02:25:01,079 - net: 74.878 (92.498) 2024-10-17 02:25:13,554 - Test (net_E): 100.00% [50/50] [batch_t 0.075 (0.241)] [top1_cnt 39711] [top5_cnt 47391] [top_all 50000] 2024-10-17 02:25:13,555 - net_E: 79.422 (94.782) 2024-10-17 02:25:13,712 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:25:13,712 - ==> Total time: 1 day, 11:11:54 Eta: 2 days, 6:08:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:25:18,735 - Train: 39.40% [492900/1251000] [394.0/1000.0] [batch_t 0.237 (0.605)] [data_t 0.009] [optim_t 0.228] [lr 0.002000] [CE 4.312 (4.114)] [KD 3.585 (3.388)] 2024-10-17 02:25:30,771 - Train: 39.40% [492950/1251000] [394.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002000] [CE 4.417 (4.234)] [KD 3.278 (3.440)] 2024-10-17 02:25:43,146 - Train: 39.41% [493000/1251000] [394.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002000] [CE 4.733 (4.260)] [KD 3.881 (3.423)] 2024-10-17 02:25:55,524 - Train: 39.41% [493050/1251000] [394.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002000] [CE 4.096 (4.214)] [KD 3.515 (3.446)] 2024-10-17 02:26:07,317 - Train: 39.42% [493100/1251000] [394.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002000] [CE 4.378 (4.229)] [KD 3.481 (3.494)] 2024-10-17 02:26:19,124 - Train: 39.42% [493150/1251000] [394.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002000] [CE 4.135 (4.247)] [KD 3.285 (3.473)] 2024-10-17 02:26:31,305 - Train: 39.42% [493200/1251000] [394.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001999] [CE 4.142 (4.154)] [KD 3.657 (3.451)] 2024-10-17 02:26:43,479 - Train: 39.43% [493250/1251000] [394.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001999] [CE 4.151 (4.209)] [KD 3.532 (3.456)] 2024-10-17 02:26:55,402 - Train: 39.43% [493300/1251000] [394.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001999] [CE 3.635 (4.237)] [KD 3.354 (3.447)] 2024-10-17 02:27:07,210 - Train: 39.44% [493350/1251000] [394.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001999] [CE 4.457 (4.296)] [KD 3.487 (3.478)] 2024-10-17 02:27:19,448 - Train: 39.44% [493400/1251000] [394.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001999] [CE 4.444 (4.289)] [KD 3.680 (3.528)] 2024-10-17 02:27:31,488 - Train: 39.44% [493450/1251000] [394.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001998] [CE 4.003 (4.305)] [KD 3.544 (3.531)] 2024-10-17 02:27:43,263 - Train: 39.45% [493500/1251000] [394.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001998] [CE 3.907 (4.219)] [KD 3.194 (3.500)] 2024-10-17 02:27:55,161 - Train: 39.45% [493550/1251000] [394.5/1000.0] [batch_t 0.363 (0.238)] [data_t 0.009] [optim_t 0.355] [lr 0.001998] [CE 4.138 (4.241)] [KD 3.401 (3.474)] 2024-10-17 02:28:07,347 - Train: 39.46% [493600/1251000] [394.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001998] [CE 4.307 (4.269)] [KD 3.428 (3.449)] 2024-10-17 02:28:19,742 - Train: 39.46% [493650/1251000] [394.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001998] [CE 4.419 (4.231)] [KD 3.464 (3.466)] 2024-10-17 02:28:31,631 - Train: 39.46% [493700/1251000] [394.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001998] [CE 4.492 (4.255)] [KD 3.775 (3.548)] 2024-10-17 02:28:43,661 - Train: 39.47% [493750/1251000] [394.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001997] [CE 4.474 (4.255)] [KD 3.759 (3.483)] 2024-10-17 02:28:55,941 - Train: 39.47% [493800/1251000] [394.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001997] [CE 4.590 (4.266)] [KD 3.607 (3.515)] 2024-10-17 02:29:08,121 - Train: 39.48% [493850/1251000] [394.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001997] [CE 4.478 (4.256)] [KD 3.592 (3.491)] 2024-10-17 02:29:20,123 - Train: 39.48% [493900/1251000] [394.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001997] [CE 4.124 (4.215)] [KD 3.140 (3.519)] 2024-10-17 02:29:32,181 - Train: 39.48% [493950/1251000] [394.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001997] [CE 3.969 (4.313)] [KD 3.361 (3.503)] 2024-10-17 02:29:44,483 - Train: 39.49% [494000/1251000] [394.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001997] [CE 4.773 (4.327)] [KD 3.748 (3.548)] 2024-10-17 02:29:56,818 - Train: 39.49% [494050/1251000] [394.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001996] [CE 4.492 (4.272)] [KD 3.701 (3.499)] 2024-10-17 02:30:08,717 - Train: 39.50% [494100/1251000] [395.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001996] [CE 4.487 (4.247)] [KD 3.550 (3.525)] 2024-10-17 02:30:31,670 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37666] [top5_cnt 46415] [top_all 50000] 2024-10-17 02:30:31,670 - net: 75.332 (92.830) 2024-10-17 02:30:43,875 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39686] [top5_cnt 47392] [top_all 50000] 2024-10-17 02:30:43,875 - net_E: 79.372 (94.784) 2024-10-17 02:30:44,011 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:30:44,011 - ==> Total time: 1 day, 11:17:24 Eta: 2 days, 6:03:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:30:49,245 - Train: 39.50% [494150/1251000] [395.0/1000.0] [batch_t 0.235 (0.733)] [data_t 0.009] [optim_t 0.226] [lr 0.001996] [CE 4.213 (4.146)] [KD 3.567 (3.468)] 2024-10-17 02:31:01,423 - Train: 39.50% [494200/1251000] [395.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001996] [CE 4.107 (4.310)] [KD 3.334 (3.484)] 2024-10-17 02:31:13,719 - Train: 39.51% [494250/1251000] [395.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001996] [CE 3.802 (4.250)] [KD 3.109 (3.433)] 2024-10-17 02:31:25,921 - Train: 39.51% [494300/1251000] [395.1/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001995] [CE 4.332 (4.229)] [KD 3.409 (3.455)] 2024-10-17 02:31:37,853 - Train: 39.52% [494350/1251000] [395.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001995] [CE 4.556 (4.248)] [KD 3.406 (3.442)] 2024-10-17 02:31:49,870 - Train: 39.52% [494400/1251000] [395.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001995] [CE 3.963 (4.285)] [KD 3.345 (3.503)] 2024-10-17 02:32:01,824 - Train: 39.52% [494450/1251000] [395.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001995] [CE 4.252 (4.285)] [KD 3.467 (3.481)] 2024-10-17 02:32:14,055 - Train: 39.53% [494500/1251000] [395.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001995] [CE 5.136 (4.391)] [KD 3.816 (3.520)] 2024-10-17 02:32:26,116 - Train: 39.53% [494550/1251000] [395.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001995] [CE 3.766 (4.218)] [KD 2.982 (3.435)] 2024-10-17 02:32:38,116 - Train: 39.54% [494600/1251000] [395.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001994] [CE 4.377 (4.232)] [KD 3.431 (3.494)] 2024-10-17 02:32:50,315 - Train: 39.54% [494650/1251000] [395.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001994] [CE 3.970 (4.306)] [KD 3.397 (3.497)] 2024-10-17 02:33:02,357 - Train: 39.54% [494700/1251000] [395.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001994] [CE 4.226 (4.299)] [KD 3.501 (3.493)] 2024-10-17 02:33:14,156 - Train: 39.55% [494750/1251000] [395.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001994] [CE 3.825 (4.187)] [KD 3.222 (3.490)] 2024-10-17 02:33:26,166 - Train: 39.55% [494800/1251000] [395.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001994] [CE 4.597 (4.239)] [KD 3.429 (3.530)] 2024-10-17 02:33:38,377 - Train: 39.56% [494850/1251000] [395.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001994] [CE 4.322 (4.290)] [KD 3.568 (3.515)] 2024-10-17 02:33:50,341 - Train: 39.56% [494900/1251000] [395.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001993] [CE 4.235 (4.323)] [KD 3.443 (3.489)] 2024-10-17 02:34:02,558 - Train: 39.56% [494950/1251000] [395.6/1000.0] [batch_t 0.288 (0.244)] [data_t 0.009] [optim_t 0.279] [lr 0.001993] [CE 4.574 (4.244)] [KD 3.690 (3.517)] 2024-10-17 02:34:14,731 - Train: 39.57% [495000/1251000] [395.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001993] [CE 4.610 (4.267)] [KD 3.614 (3.451)] 2024-10-17 02:34:26,680 - Train: 39.57% [495050/1251000] [395.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001993] [CE 4.481 (4.298)] [KD 3.360 (3.491)] 2024-10-17 02:34:38,663 - Train: 39.58% [495100/1251000] [395.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001993] [CE 4.375 (4.273)] [KD 3.442 (3.473)] 2024-10-17 02:34:50,555 - Train: 39.58% [495150/1251000] [395.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001992] [CE 4.499 (4.282)] [KD 3.777 (3.482)] 2024-10-17 02:35:02,705 - Train: 39.58% [495200/1251000] [395.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001992] [CE 4.303 (4.192)] [KD 3.525 (3.494)] 2024-10-17 02:35:14,808 - Train: 39.59% [495250/1251000] [395.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001992] [CE 4.174 (4.329)] [KD 3.744 (3.531)] 2024-10-17 02:35:26,871 - Train: 39.59% [495300/1251000] [395.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001992] [CE 4.299 (4.253)] [KD 3.303 (3.494)] 2024-10-17 02:35:38,714 - Train: 39.60% [495350/1251000] [396.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001992] [CE 4.192 (4.237)] [KD 3.399 (3.485)] 2024-10-17 02:36:02,007 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 37690] [top5_cnt 46359] [top_all 50000] 2024-10-17 02:36:02,007 - net: 75.380 (92.718) 2024-10-17 02:36:14,379 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39675] [top5_cnt 47387] [top_all 50000] 2024-10-17 02:36:14,379 - net_E: 79.350 (94.774) 2024-10-17 02:36:14,511 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:36:14,512 - ==> Total time: 1 day, 11:22:55 Eta: 2 days, 5:57:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:36:19,401 - Train: 39.60% [495400/1251000] [396.0/1000.0] [batch_t 0.235 (0.862)] [data_t 0.009] [optim_t 0.226] [lr 0.001992] [CE 4.463 (4.304)] [KD 3.490 (3.364)] 2024-10-17 02:36:31,699 - Train: 39.60% [495450/1251000] [396.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001991] [CE 3.959 (4.237)] [KD 3.129 (3.383)] 2024-10-17 02:36:43,975 - Train: 39.61% [495500/1251000] [396.1/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.001991] [CE 3.671 (4.264)] [KD 3.286 (3.450)] 2024-10-17 02:36:56,061 - Train: 39.61% [495550/1251000] [396.1/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.001991] [CE 4.030 (4.216)] [KD 3.276 (3.423)] 2024-10-17 02:37:08,449 - Train: 39.62% [495600/1251000] [396.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001991] [CE 4.312 (4.244)] [KD 3.533 (3.473)] 2024-10-17 02:37:20,760 - Train: 39.62% [495650/1251000] [396.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001991] [CE 3.772 (4.243)] [KD 3.308 (3.493)] 2024-10-17 02:37:32,764 - Train: 39.62% [495700/1251000] [396.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001991] [CE 3.371 (4.224)] [KD 3.034 (3.458)] 2024-10-17 02:37:44,607 - Train: 39.63% [495750/1251000] [396.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001990] [CE 3.908 (4.199)] [KD 3.251 (3.466)] 2024-10-17 02:37:56,793 - Train: 39.63% [495800/1251000] [396.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001990] [CE 4.590 (4.302)] [KD 3.502 (3.419)] 2024-10-17 02:38:09,136 - Train: 39.64% [495850/1251000] [396.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001990] [CE 4.090 (4.272)] [KD 3.357 (3.473)] 2024-10-17 02:38:21,668 - Train: 39.64% [495900/1251000] [396.4/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001990] [CE 4.506 (4.267)] [KD 3.599 (3.468)] 2024-10-17 02:38:34,122 - Train: 39.64% [495950/1251000] [396.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001990] [CE 4.381 (4.279)] [KD 3.449 (3.536)] 2024-10-17 02:38:46,153 - Train: 39.65% [496000/1251000] [396.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001989] [CE 4.310 (4.276)] [KD 3.725 (3.513)] 2024-10-17 02:38:58,146 - Train: 39.65% [496050/1251000] [396.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001989] [CE 3.988 (4.274)] [KD 3.392 (3.518)] 2024-10-17 02:39:10,468 - Train: 39.66% [496100/1251000] [396.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001989] [CE 4.328 (4.238)] [KD 3.493 (3.444)] 2024-10-17 02:39:22,639 - Train: 39.66% [496150/1251000] [396.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001989] [CE 4.413 (4.264)] [KD 3.531 (3.449)] 2024-10-17 02:39:35,050 - Train: 39.66% [496200/1251000] [396.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001989] [CE 4.646 (4.247)] [KD 3.495 (3.448)] 2024-10-17 02:39:47,274 - Train: 39.67% [496250/1251000] [396.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001989] [CE 4.403 (4.246)] [KD 3.693 (3.439)] 2024-10-17 02:39:59,570 - Train: 39.67% [496300/1251000] [396.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001988] [CE 4.196 (4.235)] [KD 3.449 (3.448)] 2024-10-17 02:40:11,813 - Train: 39.68% [496350/1251000] [396.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001988] [CE 4.204 (4.175)] [KD 3.558 (3.450)] 2024-10-17 02:40:24,159 - Train: 39.68% [496400/1251000] [396.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001988] [CE 4.125 (4.256)] [KD 3.392 (3.460)] 2024-10-17 02:40:36,281 - Train: 39.68% [496450/1251000] [396.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001988] [CE 4.529 (4.305)] [KD 3.532 (3.520)] 2024-10-17 02:40:48,316 - Train: 39.69% [496500/1251000] [396.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001988] [CE 4.185 (4.275)] [KD 3.232 (3.498)] 2024-10-17 02:41:00,689 - Train: 39.69% [496550/1251000] [396.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001988] [CE 4.520 (4.263)] [KD 3.845 (3.467)] 2024-10-17 02:41:13,093 - Train: 39.70% [496600/1251000] [397.0/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001987] [CE 4.053 (4.261)] [KD 3.445 (3.479)] 2024-10-17 02:41:36,751 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 37782] [top5_cnt 46454] [top_all 50000] 2024-10-17 02:41:36,752 - net: 75.564 (92.908) 2024-10-17 02:41:49,252 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39720] [top5_cnt 47389] [top_all 50000] 2024-10-17 02:41:49,253 - net_E: 79.440 (94.778) 2024-10-17 02:41:49,426 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:41:49,426 - ==> Total time: 1 day, 11:28:30 Eta: 2 days, 5:52:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:41:54,224 - Train: 39.70% [496650/1251000] [397.0/1000.0] [batch_t 0.236 (1.171)] [data_t 0.009] [optim_t 0.227] [lr 0.001987] [CE 4.087 (3.887)] [KD 3.296 (3.252)] 2024-10-17 02:42:06,612 - Train: 39.70% [496700/1251000] [397.0/1000.0] [batch_t 0.407 (0.248)] [data_t 0.009] [optim_t 0.399] [lr 0.001987] [CE 3.930 (4.293)] [KD 3.384 (3.470)] 2024-10-17 02:42:18,668 - Train: 39.71% [496750/1251000] [397.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001987] [CE 4.572 (4.296)] [KD 3.342 (3.497)] 2024-10-17 02:42:31,224 - Train: 39.71% [496800/1251000] [397.1/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.001987] [CE 4.437 (4.276)] [KD 3.517 (3.495)] 2024-10-17 02:42:43,134 - Train: 39.72% [496850/1251000] [397.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001986] [CE 4.168 (4.220)] [KD 3.443 (3.391)] 2024-10-17 02:42:55,142 - Train: 39.72% [496900/1251000] [397.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001986] [CE 4.142 (4.287)] [KD 3.365 (3.474)] 2024-10-17 02:43:07,406 - Train: 39.72% [496950/1251000] [397.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001986] [CE 4.228 (4.299)] [KD 3.515 (3.501)] 2024-10-17 02:43:19,312 - Train: 39.73% [497000/1251000] [397.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001986] [CE 4.211 (4.276)] [KD 3.209 (3.532)] 2024-10-17 02:43:31,348 - Train: 39.73% [497050/1251000] [397.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001986] [CE 4.301 (4.266)] [KD 3.583 (3.481)] 2024-10-17 02:43:43,567 - Train: 39.74% [497100/1251000] [397.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001986] [CE 4.434 (4.270)] [KD 3.150 (3.467)] 2024-10-17 02:43:55,859 - Train: 39.74% [497150/1251000] [397.4/1000.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.001985] [CE 4.480 (4.259)] [KD 3.699 (3.498)] 2024-10-17 02:44:08,043 - Train: 39.74% [497200/1251000] [397.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001985] [CE 4.531 (4.305)] [KD 3.499 (3.532)] 2024-10-17 02:44:20,013 - Train: 39.75% [497250/1251000] [397.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001985] [CE 4.169 (4.246)] [KD 3.274 (3.474)] 2024-10-17 02:44:32,129 - Train: 39.75% [497300/1251000] [397.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001985] [CE 4.402 (4.248)] [KD 3.584 (3.488)] 2024-10-17 02:44:44,545 - Train: 39.76% [497350/1251000] [397.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001985] [CE 4.229 (4.253)] [KD 3.530 (3.450)] 2024-10-17 02:44:56,748 - Train: 39.76% [497400/1251000] [397.6/1000.0] [batch_t 0.268 (0.244)] [data_t 0.009] [optim_t 0.259] [lr 0.001985] [CE 3.988 (4.236)] [KD 3.416 (3.508)] 2024-10-17 02:45:09,229 - Train: 39.76% [497450/1251000] [397.6/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001984] [CE 3.968 (4.276)] [KD 3.321 (3.491)] 2024-10-17 02:45:21,302 - Train: 39.77% [497500/1251000] [397.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001984] [CE 4.109 (4.263)] [KD 3.413 (3.449)] 2024-10-17 02:45:33,574 - Train: 39.77% [497550/1251000] [397.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001984] [CE 4.533 (4.246)] [KD 3.460 (3.499)] 2024-10-17 02:45:45,879 - Train: 39.78% [497600/1251000] [397.8/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001984] [CE 4.694 (4.374)] [KD 3.657 (3.529)] 2024-10-17 02:45:57,898 - Train: 39.78% [497650/1251000] [397.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001984] [CE 4.329 (4.248)] [KD 3.488 (3.497)] 2024-10-17 02:46:10,302 - Train: 39.78% [497700/1251000] [397.8/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001983] [CE 3.438 (4.262)] [KD 3.220 (3.504)] 2024-10-17 02:46:22,887 - Train: 39.79% [497750/1251000] [397.9/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001983] [CE 3.627 (4.290)] [KD 3.245 (3.510)] 2024-10-17 02:46:34,985 - Train: 39.79% [497800/1251000] [397.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001983] [CE 4.272 (4.247)] [KD 3.586 (3.461)] 2024-10-17 02:46:47,012 - Train: 39.80% [497850/1251000] [398.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001983] [CE 4.518 (4.261)] [KD 3.584 (3.480)] 2024-10-17 02:47:11,337 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.255)] [top1_cnt 37396] [top5_cnt 46204] [top_all 50000] 2024-10-17 02:47:11,338 - net: 74.792 (92.408) 2024-10-17 02:47:23,778 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39710] [top5_cnt 47381] [top_all 50000] 2024-10-17 02:47:23,779 - net_E: 79.420 (94.762) 2024-10-17 02:47:23,914 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:47:23,914 - ==> Total time: 1 day, 11:34:04 Eta: 2 days, 5:47:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:47:28,419 - Train: 39.80% [497900/1251000] [398.0/1000.0] [batch_t 0.264 (1.659)] [data_t 0.009] [optim_t 0.255] [lr 0.001983] [CE 4.212 (4.381)] [KD 3.759 (3.799)] 2024-10-17 02:47:40,480 - Train: 39.80% [497950/1251000] [398.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001983] [CE 4.503 (4.235)] [KD 3.774 (3.496)] 2024-10-17 02:47:53,023 - Train: 39.81% [498000/1251000] [398.1/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001982] [CE 4.419 (4.185)] [KD 3.662 (3.453)] 2024-10-17 02:48:05,199 - Train: 39.81% [498050/1251000] [398.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001982] [CE 4.674 (4.288)] [KD 3.560 (3.417)] 2024-10-17 02:48:17,071 - Train: 39.82% [498100/1251000] [398.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001982] [CE 3.831 (4.203)] [KD 3.192 (3.373)] 2024-10-17 02:48:29,088 - Train: 39.82% [498150/1251000] [398.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001982] [CE 4.117 (4.200)] [KD 3.252 (3.487)] 2024-10-17 02:48:40,963 - Train: 39.82% [498200/1251000] [398.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001982] [CE 4.021 (4.283)] [KD 3.059 (3.436)] 2024-10-17 02:48:52,894 - Train: 39.83% [498250/1251000] [398.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001982] [CE 4.235 (4.206)] [KD 3.358 (3.425)] 2024-10-17 02:49:04,956 - Train: 39.83% [498300/1251000] [398.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001981] [CE 4.424 (4.265)] [KD 3.569 (3.455)] 2024-10-17 02:49:17,172 - Train: 39.84% [498350/1251000] [398.4/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001981] [CE 4.086 (4.295)] [KD 3.347 (3.539)] 2024-10-17 02:49:29,038 - Train: 39.84% [498400/1251000] [398.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001981] [CE 4.109 (4.226)] [KD 3.478 (3.389)] 2024-10-17 02:49:40,921 - Train: 39.84% [498450/1251000] [398.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001981] [CE 3.891 (4.266)] [KD 3.352 (3.474)] 2024-10-17 02:49:52,690 - Train: 39.85% [498500/1251000] [398.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001981] [CE 4.081 (4.243)] [KD 3.563 (3.467)] 2024-10-17 02:50:05,110 - Train: 39.85% [498550/1251000] [398.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001980] [CE 4.131 (4.280)] [KD 3.331 (3.537)] 2024-10-17 02:50:17,224 - Train: 39.86% [498600/1251000] [398.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001980] [CE 4.489 (4.270)] [KD 3.398 (3.464)] 2024-10-17 02:50:29,832 - Train: 39.86% [498650/1251000] [398.6/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001980] [CE 3.900 (4.295)] [KD 3.378 (3.479)] 2024-10-17 02:50:41,805 - Train: 39.86% [498700/1251000] [398.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001980] [CE 4.307 (4.281)] [KD 3.532 (3.503)] 2024-10-17 02:50:53,724 - Train: 39.87% [498750/1251000] [398.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001980] [CE 4.495 (4.277)] [KD 3.495 (3.498)] 2024-10-17 02:51:05,794 - Train: 39.87% [498800/1251000] [398.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001980] [CE 4.438 (4.311)] [KD 3.668 (3.484)] 2024-10-17 02:51:18,060 - Train: 39.88% [498850/1251000] [398.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001979] [CE 4.205 (4.270)] [KD 3.609 (3.492)] 2024-10-17 02:51:30,290 - Train: 39.88% [498900/1251000] [398.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001979] [CE 3.882 (4.234)] [KD 3.625 (3.526)] 2024-10-17 02:51:42,665 - Train: 39.88% [498950/1251000] [398.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001979] [CE 4.638 (4.294)] [KD 3.591 (3.497)] 2024-10-17 02:51:55,044 - Train: 39.89% [499000/1251000] [398.9/1000.0] [batch_t 0.381 (0.247)] [data_t 0.009] [optim_t 0.372] [lr 0.001979] [CE 4.266 (4.241)] [KD 3.362 (3.427)] 2024-10-17 02:52:07,130 - Train: 39.89% [499050/1251000] [398.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001979] [CE 4.575 (4.268)] [KD 3.781 (3.462)] 2024-10-17 02:52:19,572 - Train: 39.90% [499100/1251000] [399.0/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001979] [CE 4.726 (4.197)] [KD 3.887 (3.504)] 2024-10-17 02:52:44,202 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37529] [top5_cnt 46337] [top_all 50000] 2024-10-17 02:52:44,203 - net: 75.058 (92.674) 2024-10-17 02:52:56,376 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39702] [top5_cnt 47365] [top_all 50000] 2024-10-17 02:52:56,377 - net_E: 79.404 (94.730) 2024-10-17 02:52:56,526 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:52:56,526 - ==> Total time: 1 day, 11:39:37 Eta: 2 days, 5:42:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:53:00,618 - Train: 39.90% [499150/1251000] [399.0/1000.0] [batch_t 2.589 (2.589)] [data_t 1.205] [optim_t 1.384] [lr 0.001978] [CE 4.476 (4.476)] [KD 3.606 (3.606)] 2024-10-17 02:53:13,017 - Train: 39.90% [499200/1251000] [399.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001978] [CE 4.384 (4.234)] [KD 3.583 (3.395)] 2024-10-17 02:53:25,499 - Train: 39.91% [499250/1251000] [399.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001978] [CE 4.052 (4.190)] [KD 3.423 (3.416)] 2024-10-17 02:53:37,515 - Train: 39.91% [499300/1251000] [399.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001978] [CE 4.597 (4.211)] [KD 3.609 (3.412)] 2024-10-17 02:53:49,382 - Train: 39.92% [499350/1251000] [399.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001978] [CE 4.239 (4.225)] [KD 3.592 (3.452)] 2024-10-17 02:54:01,371 - Train: 39.92% [499400/1251000] [399.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001977] [CE 3.719 (4.232)] [KD 3.315 (3.446)] 2024-10-17 02:54:13,780 - Train: 39.92% [499450/1251000] [399.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001977] [CE 5.013 (4.308)] [KD 4.016 (3.511)] 2024-10-17 02:54:26,010 - Train: 39.93% [499500/1251000] [399.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001977] [CE 4.183 (4.228)] [KD 3.539 (3.488)] 2024-10-17 02:54:37,950 - Train: 39.93% [499550/1251000] [399.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001977] [CE 3.844 (4.216)] [KD 2.970 (3.435)] 2024-10-17 02:54:49,925 - Train: 39.94% [499600/1251000] [399.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001977] [CE 4.333 (4.270)] [KD 3.586 (3.502)] 2024-10-17 02:55:02,150 - Train: 39.94% [499650/1251000] [399.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001977] [CE 3.829 (4.250)] [KD 3.350 (3.440)] 2024-10-17 02:55:14,088 - Train: 39.94% [499700/1251000] [399.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001976] [CE 3.934 (4.192)] [KD 3.384 (3.381)] 2024-10-17 02:55:25,834 - Train: 39.95% [499750/1251000] [399.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001976] [CE 4.157 (4.175)] [KD 3.461 (3.459)] 2024-10-17 02:55:38,164 - Train: 39.95% [499800/1251000] [399.5/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001976] [CE 3.961 (4.363)] [KD 3.309 (3.499)] 2024-10-17 02:55:50,463 - Train: 39.96% [499850/1251000] [399.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001976] [CE 4.099 (4.334)] [KD 3.456 (3.531)] 2024-10-17 02:56:02,495 - Train: 39.96% [499900/1251000] [399.6/1000.0] [batch_t 0.270 (0.241)] [data_t 0.009] [optim_t 0.261] [lr 0.001976] [CE 3.682 (4.247)] [KD 3.179 (3.484)] 2024-10-17 02:56:15,133 - Train: 39.96% [499950/1251000] [399.6/1000.0] [batch_t 0.275 (0.253)] [data_t 0.009] [optim_t 0.267] [lr 0.001975] [CE 4.053 (4.257)] [KD 3.305 (3.509)] 2024-10-17 02:56:27,721 - Train: 39.97% [500000/1251000] [399.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001975] [CE 4.104 (4.331)] [KD 3.475 (3.531)] 2024-10-17 02:56:40,166 - Train: 39.97% [500050/1251000] [399.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001975] [CE 3.931 (4.241)] [KD 3.093 (3.377)] 2024-10-17 02:56:52,452 - Train: 39.98% [500100/1251000] [399.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001975] [CE 4.267 (4.190)] [KD 3.336 (3.456)] 2024-10-17 02:57:04,776 - Train: 39.98% [500150/1251000] [399.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001975] [CE 4.239 (4.311)] [KD 3.767 (3.522)] 2024-10-17 02:57:17,297 - Train: 39.98% [500200/1251000] [399.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001975] [CE 4.617 (4.312)] [KD 3.920 (3.487)] 2024-10-17 02:57:29,735 - Train: 39.99% [500250/1251000] [399.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.001974] [CE 4.752 (4.272)] [KD 3.733 (3.487)] 2024-10-17 02:57:41,814 - Train: 39.99% [500300/1251000] [399.9/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.001974] [CE 4.419 (4.265)] [KD 3.634 (3.474)] 2024-10-17 02:57:54,356 - Train: 40.00% [500350/1251000] [400.0/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001974] [CE 4.122 (4.194)] [KD 3.221 (3.404)] 2024-10-17 02:58:06,703 - Train: 40.00% [500400/1251000] [400.0/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.001974] [CE 4.156 (4.235)] [KD 3.406 (3.396)] 2024-10-17 02:58:18,943 - Test (net): 100.00% [50/50] [batch_t 0.095 (0.241)] [top1_cnt 37794] [top5_cnt 46440] [top_all 50000] 2024-10-17 02:58:18,943 - net: 75.588 (92.880) 2024-10-17 02:58:31,278 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39723] [top5_cnt 47365] [top_all 50000] 2024-10-17 02:58:31,279 - net_E: 79.446 (94.730) 2024-10-17 02:58:31,433 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 02:58:31,433 - ==> Total time: 1 day, 11:45:12 Eta: 2 days, 5:37:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 02:58:47,961 - Train: 40.00% [500450/1251000] [400.0/1000.0] [batch_t 0.231 (0.295)] [data_t 0.009] [optim_t 0.223] [lr 0.001974] [CE 4.170 (4.214)] [KD 3.442 (3.384)] 2024-10-17 02:59:00,312 - Train: 40.01% [500500/1251000] [400.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001974] [CE 4.589 (4.190)] [KD 3.585 (3.379)] 2024-10-17 02:59:12,181 - Train: 40.01% [500550/1251000] [400.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001973] [CE 3.945 (4.196)] [KD 3.332 (3.407)] 2024-10-17 02:59:24,073 - Train: 40.02% [500600/1251000] [400.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001973] [CE 4.667 (4.281)] [KD 3.415 (3.487)] 2024-10-17 02:59:36,386 - Train: 40.02% [500650/1251000] [400.2/1000.0] [batch_t 0.463 (0.246)] [data_t 0.009] [optim_t 0.454] [lr 0.001973] [CE 3.984 (4.251)] [KD 3.261 (3.501)] 2024-10-17 02:59:48,586 - Train: 40.02% [500700/1251000] [400.2/1000.0] [batch_t 0.374 (0.244)] [data_t 0.009] [optim_t 0.365] [lr 0.001973] [CE 4.074 (4.228)] [KD 3.369 (3.447)] 2024-10-17 03:00:00,449 - Train: 40.03% [500750/1251000] [400.3/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001973] [CE 4.053 (4.212)] [KD 3.329 (3.460)] 2024-10-17 03:00:12,680 - Train: 40.03% [500800/1251000] [400.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001972] [CE 3.764 (4.269)] [KD 3.320 (3.480)] 2024-10-17 03:00:24,830 - Train: 40.04% [500850/1251000] [400.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001972] [CE 4.551 (4.302)] [KD 3.617 (3.552)] 2024-10-17 03:00:36,921 - Train: 40.04% [500900/1251000] [400.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001972] [CE 4.250 (4.309)] [KD 3.316 (3.469)] 2024-10-17 03:00:49,035 - Train: 40.04% [500950/1251000] [400.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001972] [CE 4.460 (4.260)] [KD 3.617 (3.469)] 2024-10-17 03:01:00,989 - Train: 40.05% [501000/1251000] [400.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001972] [CE 4.180 (4.325)] [KD 3.262 (3.510)] 2024-10-17 03:01:12,907 - Train: 40.05% [501050/1251000] [400.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001972] [CE 4.512 (4.316)] [KD 3.681 (3.447)] 2024-10-17 03:01:25,133 - Train: 40.06% [501100/1251000] [400.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001971] [CE 3.967 (4.250)] [KD 3.372 (3.438)] 2024-10-17 03:01:37,281 - Train: 40.06% [501150/1251000] [400.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001971] [CE 4.338 (4.249)] [KD 3.604 (3.518)] 2024-10-17 03:01:49,240 - Train: 40.06% [501200/1251000] [400.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001971] [CE 4.712 (4.242)] [KD 3.675 (3.466)] 2024-10-17 03:02:01,380 - Train: 40.07% [501250/1251000] [400.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001971] [CE 4.437 (4.247)] [KD 3.352 (3.457)] 2024-10-17 03:02:13,522 - Train: 40.07% [501300/1251000] [400.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001971] [CE 4.367 (4.247)] [KD 3.458 (3.429)] 2024-10-17 03:02:25,402 - Train: 40.08% [501350/1251000] [400.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001971] [CE 4.317 (4.283)] [KD 3.563 (3.422)] 2024-10-17 03:02:37,296 - Train: 40.08% [501400/1251000] [400.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001970] [CE 3.631 (4.233)] [KD 3.360 (3.451)] 2024-10-17 03:02:49,432 - Train: 40.08% [501450/1251000] [400.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001970] [CE 4.274 (4.257)] [KD 3.506 (3.486)] 2024-10-17 03:03:01,806 - Train: 40.09% [501500/1251000] [400.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001970] [CE 4.105 (4.223)] [KD 3.410 (3.400)] 2024-10-17 03:03:13,924 - Train: 40.09% [501550/1251000] [400.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001970] [CE 4.648 (4.195)] [KD 3.569 (3.419)] 2024-10-17 03:03:25,873 - Train: 40.10% [501600/1251000] [401.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001970] [CE 4.200 (4.287)] [KD 3.375 (3.501)] 2024-10-17 03:03:37,740 - Train: 40.10% [501650/1251000] [401.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001969] [CE 4.118 (4.273)] [KD 3.289 (3.517)] 2024-10-17 03:03:50,198 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37690] [top5_cnt 46355] [top_all 50000] 2024-10-17 03:03:50,199 - net: 75.380 (92.710) 2024-10-17 03:04:02,433 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39709] [top5_cnt 47366] [top_all 50000] 2024-10-17 03:04:02,434 - net_E: 79.418 (94.732) 2024-10-17 03:04:02,560 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 03:04:02,560 - ==> Total time: 1 day, 11:50:43 Eta: 2 days, 5:32:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:04:20,215 - Train: 40.10% [501700/1251000] [401.0/1000.0] [batch_t 0.239 (0.262)] [data_t 0.009] [optim_t 0.230] [lr 0.001969] [CE 4.327 (4.272)] [KD 3.567 (3.497)] 2024-10-17 03:04:33,139 - Train: 40.11% [501750/1251000] [401.1/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001969] [CE 3.879 (4.223)] [KD 3.256 (3.450)] 2024-10-17 03:04:45,068 - Train: 40.11% [501800/1251000] [401.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001969] [CE 4.678 (4.255)] [KD 3.696 (3.446)] 2024-10-17 03:04:56,828 - Train: 40.12% [501850/1251000] [401.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001969] [CE 4.012 (4.273)] [KD 3.392 (3.481)] 2024-10-17 03:05:08,750 - Train: 40.12% [501900/1251000] [401.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001969] [CE 4.305 (4.245)] [KD 3.602 (3.487)] 2024-10-17 03:05:21,125 - Train: 40.12% [501950/1251000] [401.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001968] [CE 4.221 (4.285)] [KD 3.449 (3.420)] 2024-10-17 03:05:33,119 - Train: 40.13% [502000/1251000] [401.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001968] [CE 4.613 (4.213)] [KD 3.824 (3.458)] 2024-10-17 03:05:44,913 - Train: 40.13% [502050/1251000] [401.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001968] [CE 4.315 (4.263)] [KD 3.609 (3.456)] 2024-10-17 03:05:56,804 - Train: 40.14% [502100/1251000] [401.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001968] [CE 4.052 (4.189)] [KD 3.249 (3.450)] 2024-10-17 03:06:09,161 - Train: 40.14% [502150/1251000] [401.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001968] [CE 4.254 (4.272)] [KD 3.688 (3.508)] 2024-10-17 03:06:21,043 - Train: 40.14% [502200/1251000] [401.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001968] [CE 4.456 (4.319)] [KD 3.621 (3.446)] 2024-10-17 03:06:32,910 - Train: 40.15% [502250/1251000] [401.5/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001967] [CE 4.141 (4.243)] [KD 3.524 (3.450)] 2024-10-17 03:06:44,665 - Train: 40.15% [502300/1251000] [401.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001967] [CE 4.530 (4.240)] [KD 3.455 (3.477)] 2024-10-17 03:06:57,176 - Train: 40.16% [502350/1251000] [401.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001967] [CE 4.234 (4.222)] [KD 3.545 (3.444)] 2024-10-17 03:07:09,132 - Train: 40.16% [502400/1251000] [401.6/1000.0] [batch_t 0.373 (0.239)] [data_t 0.009] [optim_t 0.364] [lr 0.001967] [CE 3.964 (4.229)] [KD 3.369 (3.410)] 2024-10-17 03:07:20,895 - Train: 40.16% [502450/1251000] [401.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001967] [CE 4.266 (4.237)] [KD 3.659 (3.505)] 2024-10-17 03:07:33,075 - Train: 40.17% [502500/1251000] [401.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001966] [CE 4.755 (4.218)] [KD 3.496 (3.467)] 2024-10-17 03:07:45,531 - Train: 40.17% [502550/1251000] [401.7/1000.0] [batch_t 0.372 (0.249)] [data_t 0.009] [optim_t 0.363] [lr 0.001966] [CE 4.328 (4.286)] [KD 3.461 (3.400)] 2024-10-17 03:07:57,287 - Train: 40.18% [502600/1251000] [401.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001966] [CE 4.369 (4.244)] [KD 3.617 (3.462)] 2024-10-17 03:08:09,361 - Train: 40.18% [502650/1251000] [401.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001966] [CE 4.539 (4.225)] [KD 3.692 (3.454)] 2024-10-17 03:08:21,406 - Train: 40.18% [502700/1251000] [401.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001966] [CE 4.499 (4.207)] [KD 3.543 (3.415)] 2024-10-17 03:08:33,534 - Train: 40.19% [502750/1251000] [401.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001966] [CE 4.137 (4.315)] [KD 3.169 (3.483)] 2024-10-17 03:08:45,584 - Train: 40.19% [502800/1251000] [401.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001965] [CE 4.002 (4.310)] [KD 3.386 (3.534)] 2024-10-17 03:08:57,495 - Train: 40.20% [502850/1251000] [402.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001965] [CE 4.378 (4.192)] [KD 3.579 (3.473)] 2024-10-17 03:09:09,211 - Train: 40.20% [502900/1251000] [402.0/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001965] [CE 3.975 (4.279)] [KD 3.581 (3.502)] 2024-10-17 03:09:22,194 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 37743] [top5_cnt 46389] [top_all 50000] 2024-10-17 03:09:22,194 - net: 75.486 (92.778) 2024-10-17 03:09:34,518 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39719] [top5_cnt 47370] [top_all 50000] 2024-10-17 03:09:34,518 - net_E: 79.438 (94.740) 2024-10-17 03:09:34,686 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.476 (epoch: 375)] 2024-10-17 03:09:34,686 - ==> Total time: 1 day, 11:56:15 Eta: 2 days, 5:27:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:09:50,809 - Train: 40.20% [502950/1251000] [402.0/1000.0] [batch_t 0.237 (0.312)] [data_t 0.009] [optim_t 0.228] [lr 0.001965] [CE 4.303 (4.241)] [KD 3.433 (3.418)] 2024-10-17 03:10:03,174 - Train: 40.21% [503000/1251000] [402.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001965] [CE 4.347 (4.280)] [KD 3.457 (3.461)] 2024-10-17 03:10:15,214 - Train: 40.21% [503050/1251000] [402.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001964] [CE 3.434 (4.265)] [KD 3.172 (3.430)] 2024-10-17 03:10:27,033 - Train: 40.22% [503100/1251000] [402.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001964] [CE 4.470 (4.249)] [KD 3.389 (3.441)] 2024-10-17 03:10:39,104 - Train: 40.22% [503150/1251000] [402.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001964] [CE 3.630 (4.207)] [KD 3.195 (3.499)] 2024-10-17 03:10:50,954 - Train: 40.22% [503200/1251000] [402.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001964] [CE 3.977 (4.295)] [KD 3.407 (3.471)] 2024-10-17 03:11:03,099 - Train: 40.23% [503250/1251000] [402.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001964] [CE 4.403 (4.210)] [KD 3.336 (3.444)] 2024-10-17 03:11:15,297 - Train: 40.23% [503300/1251000] [402.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001964] [CE 4.290 (4.213)] [KD 3.379 (3.441)] 2024-10-17 03:11:27,599 - Train: 40.24% [503350/1251000] [402.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001963] [CE 4.038 (4.260)] [KD 3.391 (3.488)] 2024-10-17 03:11:39,454 - Train: 40.24% [503400/1251000] [402.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001963] [CE 4.619 (4.255)] [KD 3.421 (3.429)] 2024-10-17 03:11:51,337 - Train: 40.24% [503450/1251000] [402.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001963] [CE 4.228 (4.247)] [KD 3.696 (3.468)] 2024-10-17 03:12:03,367 - Train: 40.25% [503500/1251000] [402.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001963] [CE 4.185 (4.191)] [KD 3.418 (3.366)] 2024-10-17 03:12:15,432 - Train: 40.25% [503550/1251000] [402.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001963] [CE 4.594 (4.189)] [KD 3.842 (3.414)] 2024-10-17 03:12:27,735 - Train: 40.26% [503600/1251000] [402.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001963] [CE 4.680 (4.283)] [KD 3.630 (3.504)] 2024-10-17 03:12:39,742 - Train: 40.26% [503650/1251000] [402.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001962] [CE 4.387 (4.332)] [KD 3.584 (3.540)] 2024-10-17 03:12:51,772 - Train: 40.26% [503700/1251000] [402.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001962] [CE 4.011 (4.218)] [KD 3.437 (3.509)] 2024-10-17 03:13:03,524 - Train: 40.27% [503750/1251000] [402.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001962] [CE 4.314 (4.266)] [KD 3.698 (3.528)] 2024-10-17 03:13:15,809 - Train: 40.27% [503800/1251000] [402.7/1000.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.001962] [CE 4.330 (4.255)] [KD 3.347 (3.540)] 2024-10-17 03:13:28,149 - Train: 40.28% [503850/1251000] [402.8/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.001962] [CE 4.334 (4.223)] [KD 3.808 (3.444)] 2024-10-17 03:13:40,228 - Train: 40.28% [503900/1251000] [402.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001961] [CE 4.259 (4.283)] [KD 3.602 (3.506)] 2024-10-17 03:13:52,429 - Train: 40.28% [503950/1251000] [402.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001961] [CE 4.699 (4.263)] [KD 3.595 (3.495)] 2024-10-17 03:14:04,412 - Train: 40.29% [504000/1251000] [402.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001961] [CE 4.280 (4.285)] [KD 3.652 (3.499)] 2024-10-17 03:14:16,354 - Train: 40.29% [504050/1251000] [402.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001961] [CE 4.051 (4.181)] [KD 3.495 (3.436)] 2024-10-17 03:14:28,397 - Train: 40.30% [504100/1251000] [403.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001961] [CE 4.427 (4.254)] [KD 3.372 (3.446)] 2024-10-17 03:14:40,388 - Train: 40.30% [504150/1251000] [403.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001961] [CE 3.971 (4.245)] [KD 3.310 (3.481)] 2024-10-17 03:14:53,935 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.253)] [top1_cnt 37576] [top5_cnt 46409] [top_all 50000] 2024-10-17 03:14:53,936 - net: 75.152 (92.818) 2024-10-17 03:15:06,765 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 39749] [top5_cnt 47375] [top_all 50000] 2024-10-17 03:15:06,765 - net_E: 79.498 (94.750) 2024-10-17 03:15:06,909 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.498 (epoch: 403)] 2024-10-17 03:15:06,909 - ==> Total time: 1 day, 12:01:47 Eta: 2 days, 5:22:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:15:24,103 - Train: 40.30% [504200/1251000] [403.0/1000.0] [batch_t 0.236 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.001960] [CE 4.229 (4.247)] [KD 3.361 (3.410)] 2024-10-17 03:15:36,298 - Train: 40.31% [504250/1251000] [403.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001960] [CE 4.740 (4.291)] [KD 3.739 (3.424)] 2024-10-17 03:15:48,356 - Train: 40.31% [504300/1251000] [403.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001960] [CE 4.035 (4.248)] [KD 3.206 (3.400)] 2024-10-17 03:16:00,381 - Train: 40.32% [504350/1251000] [403.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001960] [CE 3.959 (4.304)] [KD 3.352 (3.443)] 2024-10-17 03:16:12,639 - Train: 40.32% [504400/1251000] [403.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001960] [CE 4.548 (4.370)] [KD 3.623 (3.490)] 2024-10-17 03:16:24,984 - Train: 40.32% [504450/1251000] [403.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001960] [CE 4.154 (4.259)] [KD 3.401 (3.455)] 2024-10-17 03:16:36,975 - Train: 40.33% [504500/1251000] [403.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001959] [CE 4.244 (4.259)] [KD 3.605 (3.443)] 2024-10-17 03:16:49,116 - Train: 40.33% [504550/1251000] [403.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001959] [CE 4.847 (4.205)] [KD 3.681 (3.407)] 2024-10-17 03:17:01,753 - Train: 40.34% [504600/1251000] [403.4/1000.0] [batch_t 0.412 (0.253)] [data_t 0.009] [optim_t 0.403] [lr 0.001959] [CE 4.193 (4.283)] [KD 3.505 (3.450)] 2024-10-17 03:17:14,003 - Train: 40.34% [504650/1251000] [403.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001959] [CE 4.704 (4.300)] [KD 3.609 (3.491)] 2024-10-17 03:17:26,206 - Train: 40.34% [504700/1251000] [403.4/1000.0] [batch_t 0.394 (0.244)] [data_t 0.009] [optim_t 0.385] [lr 0.001959] [CE 3.792 (4.178)] [KD 3.277 (3.429)] 2024-10-17 03:17:38,624 - Train: 40.35% [504750/1251000] [403.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001958] [CE 4.177 (4.304)] [KD 3.595 (3.468)] 2024-10-17 03:17:51,317 - Train: 40.35% [504800/1251000] [403.5/1000.0] [batch_t 0.372 (0.254)] [data_t 0.009] [optim_t 0.363] [lr 0.001958] [CE 4.487 (4.242)] [KD 3.727 (3.472)] 2024-10-17 03:18:03,622 - Train: 40.36% [504850/1251000] [403.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001958] [CE 3.999 (4.223)] [KD 3.381 (3.475)] 2024-10-17 03:18:15,907 - Train: 40.36% [504900/1251000] [403.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001958] [CE 3.694 (4.221)] [KD 2.982 (3.427)] 2024-10-17 03:18:28,475 - Train: 40.36% [504950/1251000] [403.6/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.236] [lr 0.001958] [CE 4.095 (4.246)] [KD 3.504 (3.429)] 2024-10-17 03:18:41,130 - Train: 40.37% [505000/1251000] [403.7/1000.0] [batch_t 0.237 (0.253)] [data_t 0.010] [optim_t 0.227] [lr 0.001958] [CE 4.432 (4.290)] [KD 3.416 (3.448)] 2024-10-17 03:18:53,370 - Train: 40.37% [505050/1251000] [403.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001957] [CE 4.009 (4.261)] [KD 3.433 (3.466)] 2024-10-17 03:19:05,431 - Train: 40.38% [505100/1251000] [403.8/1000.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.001957] [CE 4.035 (4.221)] [KD 3.456 (3.459)] 2024-10-17 03:19:17,947 - Train: 40.38% [505150/1251000] [403.8/1000.0] [batch_t 0.273 (0.250)] [data_t 0.009] [optim_t 0.264] [lr 0.001957] [CE 4.472 (4.227)] [KD 3.569 (3.456)] 2024-10-17 03:19:30,565 - Train: 40.38% [505200/1251000] [403.8/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001957] [CE 4.284 (4.302)] [KD 3.330 (3.438)] 2024-10-17 03:19:43,125 - Train: 40.39% [505250/1251000] [403.9/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001957] [CE 4.140 (4.247)] [KD 3.320 (3.470)] 2024-10-17 03:19:56,060 - Train: 40.39% [505300/1251000] [403.9/1000.0] [batch_t 0.294 (0.259)] [data_t 0.009] [optim_t 0.285] [lr 0.001956] [CE 4.580 (4.275)] [KD 3.324 (3.440)] 2024-10-17 03:20:08,806 - Train: 40.40% [505350/1251000] [404.0/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.001956] [CE 4.450 (4.304)] [KD 3.510 (3.491)] 2024-10-17 03:20:21,018 - Train: 40.40% [505400/1251000] [404.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001956] [CE 4.031 (4.243)] [KD 3.469 (3.389)] 2024-10-17 03:20:34,111 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 37631] [top5_cnt 46298] [top_all 50000] 2024-10-17 03:20:34,111 - net: 75.262 (92.596) 2024-10-17 03:20:46,370 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39766] [top5_cnt 47395] [top_all 50000] 2024-10-17 03:20:46,371 - net_E: 79.532 (94.790) 2024-10-17 03:20:46,527 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:20:46,527 - ==> Total time: 1 day, 12:07:27 Eta: 2 days, 5:17:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:21:03,128 - Train: 40.40% [505450/1251000] [404.0/1000.0] [batch_t 0.237 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.001956] [CE 3.882 (4.241)] [KD 3.249 (3.451)] 2024-10-17 03:21:15,407 - Train: 40.41% [505500/1251000] [404.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001956] [CE 4.015 (4.265)] [KD 3.249 (3.429)] 2024-10-17 03:21:27,839 - Train: 40.41% [505550/1251000] [404.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001956] [CE 4.396 (4.199)] [KD 3.604 (3.420)] 2024-10-17 03:21:39,730 - Train: 40.42% [505600/1251000] [404.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001955] [CE 4.266 (4.256)] [KD 3.394 (3.478)] 2024-10-17 03:21:51,917 - Train: 40.42% [505650/1251000] [404.2/1000.0] [batch_t 0.334 (0.244)] [data_t 0.009] [optim_t 0.325] [lr 0.001955] [CE 3.589 (4.214)] [KD 3.050 (3.427)] 2024-10-17 03:22:03,865 - Train: 40.42% [505700/1251000] [404.2/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.001955] [CE 3.988 (4.224)] [KD 3.332 (3.455)] 2024-10-17 03:22:16,120 - Train: 40.43% [505750/1251000] [404.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001955] [CE 4.510 (4.205)] [KD 3.518 (3.443)] 2024-10-17 03:22:28,113 - Train: 40.43% [505800/1251000] [404.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001955] [CE 4.230 (4.225)] [KD 3.489 (3.424)] 2024-10-17 03:22:40,395 - Train: 40.44% [505850/1251000] [404.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001955] [CE 4.011 (4.277)] [KD 3.356 (3.502)] 2024-10-17 03:22:52,533 - Train: 40.44% [505900/1251000] [404.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001954] [CE 4.093 (4.290)] [KD 3.637 (3.506)] 2024-10-17 03:23:04,559 - Train: 40.44% [505950/1251000] [404.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001954] [CE 4.505 (4.260)] [KD 4.010 (3.505)] 2024-10-17 03:23:16,620 - Train: 40.45% [506000/1251000] [404.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001954] [CE 4.044 (4.243)] [KD 3.256 (3.449)] 2024-10-17 03:23:28,698 - Train: 40.45% [506050/1251000] [404.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001954] [CE 3.864 (4.311)] [KD 3.284 (3.502)] 2024-10-17 03:23:40,930 - Train: 40.46% [506100/1251000] [404.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001954] [CE 3.905 (4.316)] [KD 3.450 (3.507)] 2024-10-17 03:23:53,285 - Train: 40.46% [506150/1251000] [404.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001953] [CE 4.462 (4.281)] [KD 3.615 (3.516)] 2024-10-17 03:24:05,483 - Train: 40.46% [506200/1251000] [404.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001953] [CE 4.254 (4.267)] [KD 3.251 (3.432)] 2024-10-17 03:24:17,325 - Train: 40.47% [506250/1251000] [404.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001953] [CE 4.025 (4.249)] [KD 3.323 (3.390)] 2024-10-17 03:24:29,440 - Train: 40.47% [506300/1251000] [404.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001953] [CE 4.544 (4.252)] [KD 3.710 (3.443)] 2024-10-17 03:24:41,438 - Train: 40.48% [506350/1251000] [404.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001953] [CE 4.064 (4.203)] [KD 3.294 (3.432)] 2024-10-17 03:24:53,561 - Train: 40.48% [506400/1251000] [404.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001953] [CE 3.699 (4.288)] [KD 3.145 (3.446)] 2024-10-17 03:25:05,663 - Train: 40.48% [506450/1251000] [404.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001952] [CE 4.279 (4.262)] [KD 3.252 (3.435)] 2024-10-17 03:25:18,041 - Train: 40.49% [506500/1251000] [404.9/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.001952] [CE 4.548 (4.225)] [KD 3.542 (3.415)] 2024-10-17 03:25:30,104 - Train: 40.49% [506550/1251000] [404.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001952] [CE 4.148 (4.199)] [KD 3.266 (3.446)] 2024-10-17 03:25:42,424 - Train: 40.50% [506600/1251000] [405.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001952] [CE 3.823 (4.254)] [KD 3.393 (3.451)] 2024-10-17 03:25:54,473 - Train: 40.50% [506650/1251000] [405.0/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001952] [CE 4.175 (4.195)] [KD 3.564 (3.422)] 2024-10-17 03:26:07,725 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37546] [top5_cnt 46393] [top_all 50000] 2024-10-17 03:26:07,725 - net: 75.092 (92.786) 2024-10-17 03:26:20,042 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39735] [top5_cnt 47392] [top_all 50000] 2024-10-17 03:26:20,042 - net_E: 79.470 (94.784) 2024-10-17 03:26:20,197 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:26:20,198 - ==> Total time: 1 day, 12:13:00 Eta: 2 days, 5:12:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:26:35,901 - Train: 40.50% [506700/1251000] [405.0/1000.0] [batch_t 0.232 (0.270)] [data_t 0.009] [optim_t 0.223] [lr 0.001951] [CE 3.686 (4.196)] [KD 3.054 (3.423)] 2024-10-17 03:26:48,195 - Train: 40.51% [506750/1251000] [405.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001951] [CE 4.473 (4.274)] [KD 3.510 (3.509)] 2024-10-17 03:27:00,343 - Train: 40.51% [506800/1251000] [405.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001951] [CE 4.395 (4.282)] [KD 3.420 (3.468)] 2024-10-17 03:27:12,362 - Train: 40.52% [506850/1251000] [405.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001951] [CE 3.774 (4.293)] [KD 3.323 (3.430)] 2024-10-17 03:27:24,627 - Train: 40.52% [506900/1251000] [405.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001951] [CE 4.300 (4.273)] [KD 3.453 (3.460)] 2024-10-17 03:27:36,983 - Train: 40.52% [506950/1251000] [405.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001951] [CE 4.172 (4.221)] [KD 3.227 (3.415)] 2024-10-17 03:27:49,248 - Train: 40.53% [507000/1251000] [405.3/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.001950] [CE 4.461 (4.263)] [KD 3.354 (3.472)] 2024-10-17 03:28:01,162 - Train: 40.53% [507050/1251000] [405.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001950] [CE 4.199 (4.254)] [KD 3.497 (3.463)] 2024-10-17 03:28:13,601 - Train: 40.54% [507100/1251000] [405.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001950] [CE 3.698 (4.244)] [KD 3.130 (3.454)] 2024-10-17 03:28:25,645 - Train: 40.54% [507150/1251000] [405.4/1000.0] [batch_t 0.373 (0.241)] [data_t 0.009] [optim_t 0.365] [lr 0.001950] [CE 4.399 (4.227)] [KD 3.535 (3.470)] 2024-10-17 03:28:37,664 - Train: 40.54% [507200/1251000] [405.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001950] [CE 4.618 (4.227)] [KD 3.691 (3.414)] 2024-10-17 03:28:49,595 - Train: 40.55% [507250/1251000] [405.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001950] [CE 4.672 (4.287)] [KD 3.538 (3.458)] 2024-10-17 03:29:01,596 - Train: 40.55% [507300/1251000] [405.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001949] [CE 4.174 (4.312)] [KD 3.475 (3.487)] 2024-10-17 03:29:13,789 - Train: 40.56% [507350/1251000] [405.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001949] [CE 4.524 (4.173)] [KD 3.609 (3.412)] 2024-10-17 03:29:25,846 - Train: 40.56% [507400/1251000] [405.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001949] [CE 4.600 (4.286)] [KD 3.469 (3.470)] 2024-10-17 03:29:38,008 - Train: 40.56% [507450/1251000] [405.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001949] [CE 4.189 (4.331)] [KD 3.405 (3.519)] 2024-10-17 03:29:50,368 - Train: 40.57% [507500/1251000] [405.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001949] [CE 4.518 (4.214)] [KD 3.707 (3.456)] 2024-10-17 03:30:02,497 - Train: 40.57% [507550/1251000] [405.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001948] [CE 4.303 (4.347)] [KD 3.640 (3.524)] 2024-10-17 03:30:14,460 - Train: 40.58% [507600/1251000] [405.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001948] [CE 4.448 (4.271)] [KD 3.729 (3.460)] 2024-10-17 03:30:26,507 - Train: 40.58% [507650/1251000] [405.8/1000.0] [batch_t 0.308 (0.241)] [data_t 0.009] [optim_t 0.299] [lr 0.001948] [CE 3.966 (4.248)] [KD 3.326 (3.443)] 2024-10-17 03:30:38,858 - Train: 40.58% [507700/1251000] [405.8/1000.0] [batch_t 0.385 (0.247)] [data_t 0.009] [optim_t 0.376] [lr 0.001948] [CE 4.118 (4.265)] [KD 3.435 (3.496)] 2024-10-17 03:30:51,055 - Train: 40.59% [507750/1251000] [405.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001948] [CE 4.525 (4.270)] [KD 3.523 (3.469)] 2024-10-17 03:31:03,205 - Train: 40.59% [507800/1251000] [405.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001948] [CE 4.010 (4.257)] [KD 3.175 (3.443)] 2024-10-17 03:31:15,370 - Train: 40.60% [507850/1251000] [406.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001947] [CE 4.483 (4.242)] [KD 3.611 (3.439)] 2024-10-17 03:31:27,535 - Train: 40.60% [507900/1251000] [406.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001947] [CE 3.828 (4.199)] [KD 3.380 (3.462)] 2024-10-17 03:31:41,303 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37572] [top5_cnt 46388] [top_all 50000] 2024-10-17 03:31:41,304 - net: 75.144 (92.776) 2024-10-17 03:31:53,479 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39720] [top5_cnt 47385] [top_all 50000] 2024-10-17 03:31:53,479 - net_E: 79.440 (94.770) 2024-10-17 03:31:53,659 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:31:53,659 - ==> Total time: 1 day, 12:18:34 Eta: 2 days, 5:07:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:32:08,380 - Train: 40.60% [507950/1251000] [406.0/1000.0] [batch_t 0.235 (0.304)] [data_t 0.009] [optim_t 0.227] [lr 0.001947] [CE 4.649 (4.212)] [KD 3.653 (3.452)] 2024-10-17 03:32:20,566 - Train: 40.61% [508000/1251000] [406.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001947] [CE 3.830 (4.176)] [KD 3.343 (3.411)] 2024-10-17 03:32:32,322 - Train: 40.61% [508050/1251000] [406.1/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001947] [CE 4.677 (4.310)] [KD 3.701 (3.520)] 2024-10-17 03:32:44,604 - Train: 40.62% [508100/1251000] [406.2/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001947] [CE 4.232 (4.306)] [KD 3.577 (3.474)] 2024-10-17 03:32:56,945 - Train: 40.62% [508150/1251000] [406.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001946] [CE 4.207 (4.253)] [KD 3.251 (3.491)] 2024-10-17 03:33:08,901 - Train: 40.62% [508200/1251000] [406.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001946] [CE 4.170 (4.224)] [KD 3.336 (3.426)] 2024-10-17 03:33:20,797 - Train: 40.63% [508250/1251000] [406.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001946] [CE 4.158 (4.230)] [KD 3.413 (3.437)] 2024-10-17 03:33:32,803 - Train: 40.63% [508300/1251000] [406.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001946] [CE 4.164 (4.215)] [KD 3.503 (3.433)] 2024-10-17 03:33:44,850 - Train: 40.64% [508350/1251000] [406.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001946] [CE 3.991 (4.304)] [KD 3.172 (3.460)] 2024-10-17 03:33:56,854 - Train: 40.64% [508400/1251000] [406.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001945] [CE 3.871 (4.264)] [KD 3.305 (3.448)] 2024-10-17 03:34:08,905 - Train: 40.64% [508450/1251000] [406.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001945] [CE 4.440 (4.295)] [KD 3.287 (3.452)] 2024-10-17 03:34:20,946 - Train: 40.65% [508500/1251000] [406.5/1000.0] [batch_t 0.377 (0.241)] [data_t 0.009] [optim_t 0.368] [lr 0.001945] [CE 3.920 (4.236)] [KD 3.307 (3.404)] 2024-10-17 03:34:32,855 - Train: 40.65% [508550/1251000] [406.5/1000.0] [batch_t 0.372 (0.238)] [data_t 0.009] [optim_t 0.363] [lr 0.001945] [CE 4.114 (4.194)] [KD 3.223 (3.399)] 2024-10-17 03:34:44,669 - Train: 40.66% [508600/1251000] [406.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001945] [CE 3.886 (4.237)] [KD 3.177 (3.430)] 2024-10-17 03:34:56,930 - Train: 40.66% [508650/1251000] [406.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001945] [CE 4.543 (4.262)] [KD 3.558 (3.433)] 2024-10-17 03:35:09,280 - Train: 40.66% [508700/1251000] [406.6/1000.0] [batch_t 0.339 (0.247)] [data_t 0.009] [optim_t 0.330] [lr 0.001944] [CE 3.975 (4.247)] [KD 3.487 (3.426)] 2024-10-17 03:35:21,166 - Train: 40.67% [508750/1251000] [406.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001944] [CE 4.109 (4.191)] [KD 3.344 (3.410)] 2024-10-17 03:35:33,313 - Train: 40.67% [508800/1251000] [406.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001944] [CE 4.036 (4.187)] [KD 3.383 (3.394)] 2024-10-17 03:35:45,016 - Train: 40.68% [508850/1251000] [406.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.001944] [CE 4.142 (4.266)] [KD 3.512 (3.428)] 2024-10-17 03:35:57,112 - Train: 40.68% [508900/1251000] [406.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001944] [CE 3.683 (4.295)] [KD 3.263 (3.438)] 2024-10-17 03:36:09,070 - Train: 40.68% [508950/1251000] [406.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001943] [CE 4.629 (4.282)] [KD 3.560 (3.440)] 2024-10-17 03:36:21,347 - Train: 40.69% [509000/1251000] [406.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001943] [CE 3.867 (4.271)] [KD 3.225 (3.458)] 2024-10-17 03:36:33,148 - Train: 40.69% [509050/1251000] [406.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001943] [CE 3.979 (4.263)] [KD 3.266 (3.505)] 2024-10-17 03:36:45,014 - Train: 40.70% [509100/1251000] [407.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001943] [CE 4.292 (4.299)] [KD 3.546 (3.489)] 2024-10-17 03:36:56,927 - Train: 40.70% [509150/1251000] [407.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001943] [CE 4.388 (4.261)] [KD 3.313 (3.462)] 2024-10-17 03:37:10,966 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37810] [top5_cnt 46432] [top_all 50000] 2024-10-17 03:37:10,966 - net: 75.620 (92.864) 2024-10-17 03:37:23,063 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39750] [top5_cnt 47395] [top_all 50000] 2024-10-17 03:37:23,063 - net_E: 79.500 (94.790) 2024-10-17 03:37:23,227 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:37:23,228 - ==> Total time: 1 day, 12:24:03 Eta: 2 days, 5:02:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:37:37,276 - Train: 40.70% [509200/1251000] [407.0/1000.0] [batch_t 0.234 (0.294)] [data_t 0.009] [optim_t 0.225] [lr 0.001943] [CE 4.677 (4.223)] [KD 3.812 (3.435)] 2024-10-17 03:37:49,429 - Train: 40.71% [509250/1251000] [407.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001942] [CE 4.837 (4.291)] [KD 3.505 (3.461)] 2024-10-17 03:38:01,440 - Train: 40.71% [509300/1251000] [407.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001942] [CE 4.096 (4.254)] [KD 3.606 (3.429)] 2024-10-17 03:38:13,683 - Train: 40.72% [509350/1251000] [407.2/1000.0] [batch_t 0.443 (0.245)] [data_t 0.009] [optim_t 0.434] [lr 0.001942] [CE 3.807 (4.232)] [KD 3.322 (3.420)] 2024-10-17 03:38:25,725 - Train: 40.72% [509400/1251000] [407.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001942] [CE 4.511 (4.214)] [KD 3.780 (3.419)] 2024-10-17 03:38:37,711 - Train: 40.72% [509450/1251000] [407.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001942] [CE 4.309 (4.312)] [KD 3.479 (3.428)] 2024-10-17 03:38:49,608 - Train: 40.73% [509500/1251000] [407.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001942] [CE 3.741 (4.212)] [KD 3.196 (3.450)] 2024-10-17 03:39:01,620 - Train: 40.73% [509550/1251000] [407.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001941] [CE 4.097 (4.201)] [KD 3.497 (3.452)] 2024-10-17 03:39:13,603 - Train: 40.74% [509600/1251000] [407.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001941] [CE 4.422 (4.160)] [KD 3.673 (3.385)] 2024-10-17 03:39:25,481 - Train: 40.74% [509650/1251000] [407.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001941] [CE 4.369 (4.295)] [KD 3.275 (3.437)] 2024-10-17 03:39:37,527 - Train: 40.74% [509700/1251000] [407.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001941] [CE 4.258 (4.243)] [KD 3.629 (3.436)] 2024-10-17 03:39:49,641 - Train: 40.75% [509750/1251000] [407.5/1000.0] [batch_t 0.383 (0.242)] [data_t 0.009] [optim_t 0.375] [lr 0.001941] [CE 4.253 (4.260)] [KD 3.780 (3.481)] 2024-10-17 03:40:01,690 - Train: 40.75% [509800/1251000] [407.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001940] [CE 4.376 (4.201)] [KD 3.428 (3.369)] 2024-10-17 03:40:13,592 - Train: 40.76% [509850/1251000] [407.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001940] [CE 4.013 (4.287)] [KD 3.181 (3.468)] 2024-10-17 03:40:25,530 - Train: 40.76% [509900/1251000] [407.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001940] [CE 4.505 (4.200)] [KD 3.419 (3.400)] 2024-10-17 03:40:37,330 - Train: 40.76% [509950/1251000] [407.6/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001940] [CE 4.205 (4.185)] [KD 3.602 (3.431)] 2024-10-17 03:40:49,784 - Train: 40.77% [510000/1251000] [407.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001940] [CE 4.191 (4.273)] [KD 3.563 (3.495)] 2024-10-17 03:41:02,149 - Train: 40.77% [510050/1251000] [407.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001940] [CE 3.987 (4.181)] [KD 3.381 (3.462)] 2024-10-17 03:41:14,139 - Train: 40.78% [510100/1251000] [407.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001939] [CE 4.662 (4.328)] [KD 3.763 (3.495)] 2024-10-17 03:41:26,589 - Train: 40.78% [510150/1251000] [407.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001939] [CE 4.329 (4.239)] [KD 3.403 (3.432)] 2024-10-17 03:41:38,861 - Train: 40.78% [510200/1251000] [407.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001939] [CE 3.643 (4.304)] [KD 3.149 (3.450)] 2024-10-17 03:41:51,154 - Train: 40.79% [510250/1251000] [407.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001939] [CE 4.571 (4.224)] [KD 3.649 (3.478)] 2024-10-17 03:42:03,237 - Train: 40.79% [510300/1251000] [407.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001939] [CE 4.533 (4.280)] [KD 3.582 (3.555)] 2024-10-17 03:42:15,741 - Train: 40.80% [510350/1251000] [408.0/1000.0] [batch_t 0.272 (0.250)] [data_t 0.009] [optim_t 0.263] [lr 0.001938] [CE 4.090 (4.208)] [KD 3.338 (3.465)] 2024-10-17 03:42:27,932 - Train: 40.80% [510400/1251000] [408.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001938] [CE 4.160 (4.240)] [KD 3.416 (3.483)] 2024-10-17 03:42:42,233 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37727] [top5_cnt 46377] [top_all 50000] 2024-10-17 03:42:42,233 - net: 75.454 (92.754) 2024-10-17 03:42:54,733 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39732] [top5_cnt 47398] [top_all 50000] 2024-10-17 03:42:54,734 - net_E: 79.464 (94.796) 2024-10-17 03:42:54,900 - Max [top1: 75.718 (epoch: 389)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:42:54,901 - ==> Total time: 1 day, 12:29:35 Eta: 2 days, 4:57:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:43:08,868 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.238 (0.302)] [data_t 0.009] [optim_t 0.229] [lr 0.001938] [CE 4.749 (4.281)] [KD 3.817 (3.493)] 2024-10-17 03:43:21,256 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001938] [CE 4.349 (4.267)] [KD 3.413 (3.423)] 2024-10-17 03:43:33,664 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001938] [CE 4.475 (4.244)] [KD 3.534 (3.425)] 2024-10-17 03:43:45,873 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001938] [CE 4.294 (4.326)] [KD 3.725 (3.522)] 2024-10-17 03:43:57,885 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001937] [CE 4.037 (4.139)] [KD 3.512 (3.369)] 2024-10-17 03:44:09,875 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001937] [CE 3.962 (4.263)] [KD 3.354 (3.412)] 2024-10-17 03:44:21,878 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001937] [CE 4.349 (4.214)] [KD 3.707 (3.432)] 2024-10-17 03:44:34,250 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001937] [CE 3.842 (4.203)] [KD 3.152 (3.389)] 2024-10-17 03:44:46,405 - Train: 40.84% [510850/1251000] [408.4/1000.0] [batch_t 0.379 (0.243)] [data_t 0.009] [optim_t 0.370] [lr 0.001937] [CE 3.591 (4.286)] [KD 3.396 (3.466)] 2024-10-17 03:44:58,210 - Train: 40.84% [510900/1251000] [408.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001936] [CE 3.692 (4.223)] [KD 3.371 (3.449)] 2024-10-17 03:45:10,206 - Train: 40.84% [510950/1251000] [408.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001936] [CE 3.748 (4.294)] [KD 3.323 (3.524)] 2024-10-17 03:45:22,549 - Train: 40.85% [511000/1251000] [408.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001936] [CE 4.312 (4.286)] [KD 3.432 (3.475)] 2024-10-17 03:45:34,433 - Train: 40.85% [511050/1251000] [408.5/1000.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.001936] [CE 4.194 (4.278)] [KD 3.744 (3.484)] 2024-10-17 03:45:46,294 - Train: 40.86% [511100/1251000] [408.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001936] [CE 4.648 (4.272)] [KD 3.487 (3.481)] 2024-10-17 03:45:58,616 - Train: 40.86% [511150/1251000] [408.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001936] [CE 4.446 (4.270)] [KD 3.671 (3.481)] 2024-10-17 03:46:10,917 - Train: 40.86% [511200/1251000] [408.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001935] [CE 4.416 (4.214)] [KD 3.558 (3.467)] 2024-10-17 03:46:22,851 - Train: 40.87% [511250/1251000] [408.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001935] [CE 4.199 (4.268)] [KD 3.388 (3.517)] 2024-10-17 03:46:35,031 - Train: 40.87% [511300/1251000] [408.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001935] [CE 4.125 (4.273)] [KD 3.280 (3.502)] 2024-10-17 03:46:46,987 - Train: 40.88% [511350/1251000] [408.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001935] [CE 4.619 (4.278)] [KD 3.625 (3.534)] 2024-10-17 03:46:59,146 - Train: 40.88% [511400/1251000] [408.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001935] [CE 4.359 (4.252)] [KD 3.284 (3.402)] 2024-10-17 03:47:11,357 - Train: 40.88% [511450/1251000] [408.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001935] [CE 4.429 (4.284)] [KD 3.531 (3.492)] 2024-10-17 03:47:23,256 - Train: 40.89% [511500/1251000] [408.9/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.001934] [CE 4.586 (4.237)] [KD 3.740 (3.443)] 2024-10-17 03:47:35,564 - Train: 40.89% [511550/1251000] [408.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001934] [CE 4.519 (4.222)] [KD 3.592 (3.457)] 2024-10-17 03:47:47,855 - Train: 40.90% [511600/1251000] [409.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001934] [CE 4.583 (4.239)] [KD 3.477 (3.479)] 2024-10-17 03:47:59,744 - Train: 40.90% [511650/1251000] [409.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001934] [CE 4.002 (4.260)] [KD 3.455 (3.462)] 2024-10-17 03:48:14,620 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 37897] [top5_cnt 46588] [top_all 50000] 2024-10-17 03:48:14,621 - net: 75.794 (93.176) 2024-10-17 03:48:26,896 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39735] [top5_cnt 47381] [top_all 50000] 2024-10-17 03:48:26,896 - net_E: 79.470 (94.762) 2024-10-17 03:48:27,059 - Max [top1: 75.794 (epoch: 409)] [top1-ema: 79.532 (epoch: 404)] 2024-10-17 03:48:27,060 - ==> Total time: 1 day, 12:35:07 Eta: 2 days, 4:51:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:48:42,185 - Train: 40.90% [511700/1251000] [409.0/1000.0] [batch_t 0.233 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001934] [CE 4.088 (4.239)] [KD 3.284 (3.403)] 2024-10-17 03:48:54,456 - Train: 40.91% [511750/1251000] [409.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001933] [CE 3.945 (4.182)] [KD 3.214 (3.414)] 2024-10-17 03:49:06,700 - Train: 40.91% [511800/1251000] [409.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001933] [CE 3.857 (4.268)] [KD 3.217 (3.434)] 2024-10-17 03:49:18,699 - Train: 40.92% [511850/1251000] [409.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001933] [CE 4.509 (4.222)] [KD 3.440 (3.404)] 2024-10-17 03:49:30,695 - Train: 40.92% [511900/1251000] [409.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001933] [CE 3.877 (4.312)] [KD 3.274 (3.458)] 2024-10-17 03:49:42,974 - Train: 40.92% [511950/1251000] [409.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001933] [CE 4.903 (4.240)] [KD 3.735 (3.450)] 2024-10-17 03:49:55,046 - Train: 40.93% [512000/1251000] [409.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001933] [CE 4.072 (4.236)] [KD 3.599 (3.406)] 2024-10-17 03:50:07,147 - Train: 40.93% [512050/1251000] [409.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001932] [CE 4.618 (4.284)] [KD 3.622 (3.481)] 2024-10-17 03:50:19,411 - Train: 40.94% [512100/1251000] [409.4/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.001932] [CE 4.601 (4.309)] [KD 3.643 (3.445)] 2024-10-17 03:50:31,680 - Train: 40.94% [512150/1251000] [409.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001932] [CE 4.430 (4.277)] [KD 3.492 (3.479)] 2024-10-17 03:50:43,949 - Train: 40.94% [512200/1251000] [409.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001932] [CE 4.297 (4.261)] [KD 3.568 (3.477)] 2024-10-17 03:50:56,254 - Train: 40.95% [512250/1251000] [409.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001932] [CE 4.513 (4.311)] [KD 3.539 (3.448)] 2024-10-17 03:51:08,182 - Train: 40.95% [512300/1251000] [409.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001931] [CE 4.492 (4.261)] [KD 3.457 (3.455)] 2024-10-17 03:51:20,297 - Train: 40.96% [512350/1251000] [409.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001931] [CE 4.149 (4.211)] [KD 3.353 (3.412)] 2024-10-17 03:51:32,542 - Train: 40.96% [512400/1251000] [409.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001931] [CE 3.803 (4.182)] [KD 3.104 (3.441)] 2024-10-17 03:51:44,533 - Train: 40.96% [512450/1251000] [409.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001931] [CE 3.973 (4.282)] [KD 3.329 (3.527)] 2024-10-17 03:51:56,557 - Train: 40.97% [512500/1251000] [409.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001931] [CE 3.375 (4.328)] [KD 3.088 (3.445)] 2024-10-17 03:52:09,006 - Train: 40.97% [512550/1251000] [409.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001931] [CE 3.842 (4.299)] [KD 3.315 (3.456)] 2024-10-17 03:52:21,082 - Train: 40.98% [512600/1251000] [409.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.001930] [CE 4.620 (4.235)] [KD 3.685 (3.456)] 2024-10-17 03:52:33,016 - Train: 40.98% [512650/1251000] [409.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001930] [CE 4.244 (4.193)] [KD 3.242 (3.387)] 2024-10-17 03:52:45,360 - Train: 40.98% [512700/1251000] [409.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001930] [CE 4.007 (4.234)] [KD 3.081 (3.421)] 2024-10-17 03:52:57,675 - Train: 40.99% [512750/1251000] [409.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001930] [CE 4.125 (4.201)] [KD 3.314 (3.417)] 2024-10-17 03:53:09,977 - Train: 40.99% [512800/1251000] [409.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001930] [CE 4.204 (4.239)] [KD 3.511 (3.451)] 2024-10-17 03:53:22,320 - Train: 41.00% [512850/1251000] [410.0/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001930] [CE 4.529 (4.279)] [KD 3.523 (3.438)] 2024-10-17 03:53:34,267 - Train: 41.00% [512900/1251000] [410.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001929] [CE 4.220 (4.270)] [KD 3.526 (3.437)] 2024-10-17 03:53:49,907 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 37919] [top5_cnt 46571] [top_all 50000] 2024-10-17 03:53:49,907 - net: 75.838 (93.142) 2024-10-17 03:54:02,182 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39773] [top5_cnt 47387] [top_all 50000] 2024-10-17 03:54:02,182 - net_E: 79.546 (94.774) 2024-10-17 03:54:02,338 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.546 (epoch: 410)] 2024-10-17 03:54:02,338 - ==> Total time: 1 day, 12:40:42 Eta: 2 days, 4:46:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:54:21,058 - Train: 41.00% [512950/1251000] [410.0/1000.0] [batch_t 0.239 (0.271)] [data_t 0.009] [optim_t 0.230] [lr 0.001929] [CE 4.027 (4.227)] [KD 3.202 (3.370)] 2024-10-17 03:54:33,100 - Train: 41.01% [513000/1251000] [410.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001929] [CE 3.703 (4.255)] [KD 3.183 (3.421)] 2024-10-17 03:54:45,285 - Train: 41.01% [513050/1251000] [410.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001929] [CE 4.090 (4.234)] [KD 3.648 (3.452)] 2024-10-17 03:54:58,100 - Train: 41.02% [513100/1251000] [410.2/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.001929] [CE 4.494 (4.243)] [KD 3.606 (3.419)] 2024-10-17 03:55:09,980 - Train: 41.02% [513150/1251000] [410.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001928] [CE 4.846 (4.270)] [KD 3.623 (3.409)] 2024-10-17 03:55:22,050 - Train: 41.02% [513200/1251000] [410.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001928] [CE 4.045 (4.257)] [KD 3.261 (3.416)] 2024-10-17 03:55:34,668 - Train: 41.03% [513250/1251000] [410.3/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001928] [CE 4.139 (4.217)] [KD 3.376 (3.404)] 2024-10-17 03:55:47,441 - Train: 41.03% [513300/1251000] [410.3/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.234] [lr 0.001928] [CE 3.803 (4.269)] [KD 3.231 (3.403)] 2024-10-17 03:55:59,799 - Train: 41.04% [513350/1251000] [410.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001928] [CE 3.953 (4.300)] [KD 3.078 (3.473)] 2024-10-17 03:56:12,466 - Train: 41.04% [513400/1251000] [410.4/1000.0] [batch_t 0.242 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.001928] [CE 3.885 (4.221)] [KD 3.331 (3.435)] 2024-10-17 03:56:24,651 - Train: 41.04% [513450/1251000] [410.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001927] [CE 4.168 (4.262)] [KD 3.589 (3.466)] 2024-10-17 03:56:36,690 - Train: 41.05% [513500/1251000] [410.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001927] [CE 4.267 (4.225)] [KD 3.513 (3.458)] 2024-10-17 03:56:48,727 - Train: 41.05% [513550/1251000] [410.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001927] [CE 4.319 (4.239)] [KD 3.257 (3.455)] 2024-10-17 03:57:01,184 - Train: 41.06% [513600/1251000] [410.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001927] [CE 4.143 (4.253)] [KD 3.466 (3.463)] 2024-10-17 03:57:13,277 - Train: 41.06% [513650/1251000] [410.6/1000.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.001927] [CE 3.731 (4.266)] [KD 3.255 (3.477)] 2024-10-17 03:57:25,739 - Train: 41.06% [513700/1251000] [410.6/1000.0] [batch_t 0.300 (0.249)] [data_t 0.009] [optim_t 0.291] [lr 0.001926] [CE 4.104 (4.263)] [KD 3.424 (3.396)] 2024-10-17 03:57:38,432 - Train: 41.07% [513750/1251000] [410.7/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.001926] [CE 4.502 (4.283)] [KD 3.584 (3.456)] 2024-10-17 03:57:50,647 - Train: 41.07% [513800/1251000] [410.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001926] [CE 4.841 (4.334)] [KD 3.669 (3.504)] 2024-10-17 03:58:02,627 - Train: 41.08% [513850/1251000] [410.8/1000.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.001926] [CE 3.792 (4.313)] [KD 3.209 (3.535)] 2024-10-17 03:58:14,731 - Train: 41.08% [513900/1251000] [410.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001926] [CE 4.615 (4.329)] [KD 3.575 (3.505)] 2024-10-17 03:58:27,179 - Train: 41.08% [513950/1251000] [410.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001926] [CE 4.197 (4.190)] [KD 3.344 (3.407)] 2024-10-17 03:58:39,557 - Train: 41.09% [514000/1251000] [410.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001925] [CE 4.037 (4.245)] [KD 3.354 (3.415)] 2024-10-17 03:58:51,786 - Train: 41.09% [514050/1251000] [410.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001925] [CE 4.478 (4.224)] [KD 3.500 (3.439)] 2024-10-17 03:59:03,980 - Train: 41.10% [514100/1251000] [411.0/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.001925] [CE 4.139 (4.263)] [KD 3.274 (3.437)] 2024-10-17 03:59:16,308 - Train: 41.10% [514150/1251000] [411.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001925] [CE 4.472 (4.219)] [KD 3.749 (3.473)] 2024-10-17 03:59:31,249 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37840] [top5_cnt 46427] [top_all 50000] 2024-10-17 03:59:31,250 - net: 75.680 (92.854) 2024-10-17 03:59:44,009 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 39775] [top5_cnt 47383] [top_all 50000] 2024-10-17 03:59:44,009 - net_E: 79.550 (94.766) 2024-10-17 03:59:44,143 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.550 (epoch: 411)] 2024-10-17 03:59:44,143 - ==> Total time: 1 day, 12:46:24 Eta: 2 days, 4:41:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 03:59:59,059 - Train: 41.10% [514200/1251000] [411.0/1000.0] [batch_t 0.240 (0.267)] [data_t 0.009] [optim_t 0.231] [lr 0.001925] [CE 4.017 (4.186)] [KD 3.271 (3.383)] 2024-10-17 04:00:11,118 - Train: 41.11% [514250/1251000] [411.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001925] [CE 4.128 (4.212)] [KD 3.390 (3.376)] 2024-10-17 04:00:23,078 - Train: 41.11% [514300/1251000] [411.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001924] [CE 4.485 (4.232)] [KD 3.548 (3.374)] 2024-10-17 04:00:35,503 - Train: 41.12% [514350/1251000] [411.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001924] [CE 4.143 (4.203)] [KD 3.328 (3.420)] 2024-10-17 04:00:47,520 - Train: 41.12% [514400/1251000] [411.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001924] [CE 4.531 (4.273)] [KD 3.371 (3.390)] 2024-10-17 04:00:59,383 - Train: 41.12% [514450/1251000] [411.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001924] [CE 4.377 (4.201)] [KD 3.426 (3.426)] 2024-10-17 04:01:11,519 - Train: 41.13% [514500/1251000] [411.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001924] [CE 4.193 (4.197)] [KD 3.394 (3.429)] 2024-10-17 04:01:23,579 - Train: 41.13% [514550/1251000] [411.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001923] [CE 4.849 (4.291)] [KD 3.626 (3.511)] 2024-10-17 04:01:35,728 - Train: 41.14% [514600/1251000] [411.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001923] [CE 4.137 (4.316)] [KD 3.262 (3.500)] 2024-10-17 04:01:48,132 - Train: 41.14% [514650/1251000] [411.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001923] [CE 4.202 (4.281)] [KD 3.368 (3.507)] 2024-10-17 04:02:00,436 - Train: 41.14% [514700/1251000] [411.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001923] [CE 4.289 (4.319)] [KD 3.389 (3.473)] 2024-10-17 04:02:12,578 - Train: 41.15% [514750/1251000] [411.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001923] [CE 4.731 (4.335)] [KD 3.524 (3.494)] 2024-10-17 04:02:24,771 - Train: 41.15% [514800/1251000] [411.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001923] [CE 4.270 (4.334)] [KD 3.241 (3.503)] 2024-10-17 04:02:36,983 - Train: 41.16% [514850/1251000] [411.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001922] [CE 3.879 (4.219)] [KD 3.091 (3.394)] 2024-10-17 04:02:49,038 - Train: 41.16% [514900/1251000] [411.6/1000.0] [batch_t 0.447 (0.241)] [data_t 0.009] [optim_t 0.438] [lr 0.001922] [CE 4.487 (4.280)] [KD 3.367 (3.441)] 2024-10-17 04:03:01,154 - Train: 41.16% [514950/1251000] [411.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001922] [CE 3.837 (4.238)] [KD 3.213 (3.470)] 2024-10-17 04:03:13,404 - Train: 41.17% [515000/1251000] [411.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001922] [CE 3.863 (4.275)] [KD 3.136 (3.477)] 2024-10-17 04:03:25,381 - Train: 41.17% [515050/1251000] [411.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001922] [CE 3.992 (4.225)] [KD 3.122 (3.397)] 2024-10-17 04:03:37,353 - Train: 41.18% [515100/1251000] [411.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001921] [CE 3.700 (4.312)] [KD 3.199 (3.495)] 2024-10-17 04:03:49,567 - Train: 41.18% [515150/1251000] [411.8/1000.0] [batch_t 0.394 (0.244)] [data_t 0.009] [optim_t 0.385] [lr 0.001921] [CE 4.627 (4.192)] [KD 3.428 (3.392)] 2024-10-17 04:04:01,624 - Train: 41.18% [515200/1251000] [411.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001921] [CE 4.573 (4.318)] [KD 3.533 (3.372)] 2024-10-17 04:04:13,966 - Train: 41.19% [515250/1251000] [411.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001921] [CE 4.606 (4.300)] [KD 3.430 (3.421)] 2024-10-17 04:04:25,846 - Train: 41.19% [515300/1251000] [411.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001921] [CE 4.697 (4.195)] [KD 3.739 (3.444)] 2024-10-17 04:04:37,762 - Train: 41.20% [515350/1251000] [412.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001921] [CE 4.505 (4.287)] [KD 3.471 (3.400)] 2024-10-17 04:04:49,662 - Train: 41.20% [515400/1251000] [412.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001920] [CE 4.186 (4.169)] [KD 3.303 (3.393)] 2024-10-17 04:05:04,613 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 37622] [top5_cnt 46461] [top_all 50000] 2024-10-17 04:05:04,613 - net: 75.244 (92.922) 2024-10-17 04:05:16,870 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39743] [top5_cnt 47387] [top_all 50000] 2024-10-17 04:05:16,871 - net_E: 79.486 (94.774) 2024-10-17 04:05:16,994 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.550 (epoch: 411)] 2024-10-17 04:05:16,995 - ==> Total time: 1 day, 12:51:57 Eta: 2 days, 4:36:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:05:30,277 - Train: 41.20% [515450/1251000] [412.0/1000.0] [batch_t 0.237 (0.317)] [data_t 0.009] [optim_t 0.228] [lr 0.001920] [CE 4.613 (4.243)] [KD 3.483 (3.448)] 2024-10-17 04:05:42,704 - Train: 41.21% [515500/1251000] [412.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001920] [CE 4.196 (4.220)] [KD 3.495 (3.419)] 2024-10-17 04:05:54,732 - Train: 41.21% [515550/1251000] [412.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001920] [CE 3.804 (4.205)] [KD 3.261 (3.380)] 2024-10-17 04:06:06,763 - Train: 41.22% [515600/1251000] [412.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001920] [CE 4.577 (4.272)] [KD 3.660 (3.408)] 2024-10-17 04:06:18,800 - Train: 41.22% [515650/1251000] [412.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001919] [CE 4.486 (4.247)] [KD 3.422 (3.440)] 2024-10-17 04:06:30,534 - Train: 41.22% [515700/1251000] [412.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001919] [CE 4.937 (4.217)] [KD 3.910 (3.446)] 2024-10-17 04:06:42,591 - Train: 41.23% [515750/1251000] [412.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001919] [CE 4.202 (4.239)] [KD 3.207 (3.386)] 2024-10-17 04:06:54,765 - Train: 41.23% [515800/1251000] [412.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001919] [CE 4.345 (4.257)] [KD 3.502 (3.443)] 2024-10-17 04:07:06,916 - Train: 41.24% [515850/1251000] [412.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001919] [CE 4.215 (4.311)] [KD 3.276 (3.516)] 2024-10-17 04:07:18,911 - Train: 41.24% [515900/1251000] [412.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001919] [CE 4.521 (4.164)] [KD 3.658 (3.426)] 2024-10-17 04:07:31,027 - Train: 41.24% [515950/1251000] [412.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001918] [CE 4.571 (4.295)] [KD 3.477 (3.515)] 2024-10-17 04:07:42,917 - Train: 41.25% [516000/1251000] [412.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001918] [CE 4.433 (4.246)] [KD 3.553 (3.455)] 2024-10-17 04:07:54,821 - Train: 41.25% [516050/1251000] [412.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001918] [CE 4.491 (4.188)] [KD 3.499 (3.395)] 2024-10-17 04:08:06,977 - Train: 41.25% [516100/1251000] [412.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001918] [CE 4.287 (4.232)] [KD 3.454 (3.452)] 2024-10-17 04:08:18,944 - Train: 41.26% [516150/1251000] [412.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001918] [CE 4.531 (4.327)] [KD 3.485 (3.427)] 2024-10-17 04:08:30,928 - Train: 41.26% [516200/1251000] [412.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001918] [CE 4.379 (4.274)] [KD 3.475 (3.445)] 2024-10-17 04:08:43,058 - Train: 41.27% [516250/1251000] [412.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001917] [CE 3.902 (4.189)] [KD 3.266 (3.399)] 2024-10-17 04:08:54,951 - Train: 41.27% [516300/1251000] [412.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001917] [CE 4.358 (4.247)] [KD 3.457 (3.449)] 2024-10-17 04:09:06,969 - Train: 41.27% [516350/1251000] [412.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001917] [CE 3.640 (4.237)] [KD 3.133 (3.417)] 2024-10-17 04:09:18,918 - Train: 41.28% [516400/1251000] [412.8/1000.0] [batch_t 0.314 (0.239)] [data_t 0.009] [optim_t 0.305] [lr 0.001917] [CE 3.747 (4.258)] [KD 3.268 (3.409)] 2024-10-17 04:09:31,048 - Train: 41.28% [516450/1251000] [412.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001917] [CE 3.858 (4.210)] [KD 3.256 (3.458)] 2024-10-17 04:09:43,078 - Train: 41.29% [516500/1251000] [412.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001916] [CE 3.887 (4.284)] [KD 3.283 (3.524)] 2024-10-17 04:09:54,979 - Train: 41.29% [516550/1251000] [412.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001916] [CE 3.899 (4.241)] [KD 3.079 (3.465)] 2024-10-17 04:10:06,958 - Train: 41.29% [516600/1251000] [412.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001916] [CE 4.821 (4.320)] [KD 3.669 (3.452)] 2024-10-17 04:10:18,962 - Train: 41.30% [516650/1251000] [413.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001916] [CE 4.077 (4.244)] [KD 3.230 (3.455)] 2024-10-17 04:10:35,118 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.259)] [top1_cnt 37777] [top5_cnt 46479] [top_all 50000] 2024-10-17 04:10:35,118 - net: 75.554 (92.958) 2024-10-17 04:10:47,433 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39774] [top5_cnt 47391] [top_all 50000] 2024-10-17 04:10:47,434 - net_E: 79.548 (94.782) 2024-10-17 04:10:47,569 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.550 (epoch: 411)] 2024-10-17 04:10:47,569 - ==> Total time: 1 day, 12:57:28 Eta: 2 days, 4:31:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:11:00,742 - Train: 41.30% [516700/1251000] [413.0/1000.0] [batch_t 0.233 (0.319)] [data_t 0.009] [optim_t 0.224] [lr 0.001916] [CE 4.180 (4.287)] [KD 3.314 (3.453)] 2024-10-17 04:11:13,079 - Train: 41.31% [516750/1251000] [413.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001916] [CE 4.414 (4.279)] [KD 3.306 (3.442)] 2024-10-17 04:11:25,527 - Train: 41.31% [516800/1251000] [413.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001915] [CE 3.627 (4.280)] [KD 2.987 (3.484)] 2024-10-17 04:11:37,341 - Train: 41.31% [516850/1251000] [413.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.001915] [CE 4.248 (4.152)] [KD 3.458 (3.371)] 2024-10-17 04:11:49,631 - Train: 41.32% [516900/1251000] [413.2/1000.0] [batch_t 0.381 (0.246)] [data_t 0.009] [optim_t 0.372] [lr 0.001915] [CE 4.340 (4.189)] [KD 3.483 (3.379)] 2024-10-17 04:12:01,559 - Train: 41.32% [516950/1251000] [413.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001915] [CE 4.375 (4.290)] [KD 3.517 (3.451)] 2024-10-17 04:12:13,764 - Train: 41.33% [517000/1251000] [413.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001915] [CE 3.810 (4.220)] [KD 3.163 (3.376)] 2024-10-17 04:12:25,940 - Train: 41.33% [517050/1251000] [413.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001914] [CE 3.897 (4.301)] [KD 3.277 (3.437)] 2024-10-17 04:12:37,718 - Train: 41.33% [517100/1251000] [413.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001914] [CE 4.865 (4.299)] [KD 3.545 (3.459)] 2024-10-17 04:12:49,751 - Train: 41.34% [517150/1251000] [413.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001914] [CE 3.876 (4.183)] [KD 3.220 (3.339)] 2024-10-17 04:13:02,010 - Train: 41.34% [517200/1251000] [413.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001914] [CE 3.823 (4.247)] [KD 3.349 (3.382)] 2024-10-17 04:13:14,356 - Train: 41.35% [517250/1251000] [413.5/1000.0] [batch_t 0.258 (0.247)] [data_t 0.009] [optim_t 0.249] [lr 0.001914] [CE 4.414 (4.248)] [KD 3.521 (3.419)] 2024-10-17 04:13:26,548 - Train: 41.35% [517300/1251000] [413.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001914] [CE 4.050 (4.238)] [KD 3.327 (3.405)] 2024-10-17 04:13:38,887 - Train: 41.35% [517350/1251000] [413.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001913] [CE 4.011 (4.256)] [KD 3.313 (3.439)] 2024-10-17 04:13:50,997 - Train: 41.36% [517400/1251000] [413.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001913] [CE 4.117 (4.238)] [KD 3.603 (3.399)] 2024-10-17 04:14:02,877 - Train: 41.36% [517450/1251000] [413.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001913] [CE 4.063 (4.241)] [KD 3.325 (3.460)] 2024-10-17 04:14:14,810 - Train: 41.37% [517500/1251000] [413.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001913] [CE 3.840 (4.169)] [KD 3.057 (3.419)] 2024-10-17 04:14:27,018 - Train: 41.37% [517550/1251000] [413.7/1000.0] [batch_t 0.272 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.001913] [CE 4.529 (4.225)] [KD 3.617 (3.424)] 2024-10-17 04:14:39,558 - Train: 41.37% [517600/1251000] [413.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001912] [CE 4.378 (4.263)] [KD 3.560 (3.461)] 2024-10-17 04:14:51,607 - Train: 41.38% [517650/1251000] [413.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001912] [CE 4.476 (4.252)] [KD 3.550 (3.442)] 2024-10-17 04:15:03,393 - Train: 41.38% [517700/1251000] [413.8/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.001912] [CE 4.229 (4.271)] [KD 3.480 (3.431)] 2024-10-17 04:15:15,731 - Train: 41.39% [517750/1251000] [413.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001912] [CE 4.362 (4.251)] [KD 3.661 (3.404)] 2024-10-17 04:15:27,972 - Train: 41.39% [517800/1251000] [413.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001912] [CE 4.167 (4.224)] [KD 3.616 (3.476)] 2024-10-17 04:15:39,817 - Train: 41.39% [517850/1251000] [413.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001912] [CE 4.631 (4.242)] [KD 3.397 (3.416)] 2024-10-17 04:15:51,905 - Train: 41.40% [517900/1251000] [414.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001911] [CE 4.356 (4.213)] [KD 3.540 (3.381)] 2024-10-17 04:16:07,863 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37707] [top5_cnt 46322] [top_all 50000] 2024-10-17 04:16:07,864 - net: 75.414 (92.644) 2024-10-17 04:16:19,872 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39747] [top5_cnt 47383] [top_all 50000] 2024-10-17 04:16:19,873 - net_E: 79.494 (94.766) 2024-10-17 04:16:19,999 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.550 (epoch: 411)] 2024-10-17 04:16:19,999 - ==> Total time: 1 day, 13:03:00 Eta: 2 days, 4:26:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:16:31,865 - Train: 41.40% [517950/1251000] [414.0/1000.0] [batch_t 0.232 (0.293)] [data_t 0.009] [optim_t 0.224] [lr 0.001911] [CE 4.305 (4.251)] [KD 3.526 (3.407)] 2024-10-17 04:16:43,873 - Train: 41.41% [518000/1251000] [414.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001911] [CE 4.147 (4.273)] [KD 3.365 (3.450)] 2024-10-17 04:16:55,770 - Train: 41.41% [518050/1251000] [414.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001911] [CE 4.355 (4.173)] [KD 3.641 (3.424)] 2024-10-17 04:17:07,926 - Train: 41.41% [518100/1251000] [414.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001911] [CE 4.110 (4.279)] [KD 3.408 (3.509)] 2024-10-17 04:17:19,772 - Train: 41.42% [518150/1251000] [414.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001911] [CE 4.155 (4.171)] [KD 3.438 (3.455)] 2024-10-17 04:17:31,997 - Train: 41.42% [518200/1251000] [414.2/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001910] [CE 4.331 (4.229)] [KD 3.492 (3.424)] 2024-10-17 04:17:44,008 - Train: 41.43% [518250/1251000] [414.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001910] [CE 4.377 (4.290)] [KD 3.649 (3.437)] 2024-10-17 04:17:56,090 - Train: 41.43% [518300/1251000] [414.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001910] [CE 4.137 (4.229)] [KD 3.477 (3.429)] 2024-10-17 04:18:08,132 - Train: 41.43% [518350/1251000] [414.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001910] [CE 4.263 (4.283)] [KD 3.470 (3.442)] 2024-10-17 04:18:20,209 - Train: 41.44% [518400/1251000] [414.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001910] [CE 4.497 (4.235)] [KD 3.438 (3.427)] 2024-10-17 04:18:32,216 - Train: 41.44% [518450/1251000] [414.4/1000.0] [batch_t 0.294 (0.240)] [data_t 0.009] [optim_t 0.285] [lr 0.001909] [CE 4.444 (4.272)] [KD 3.774 (3.407)] 2024-10-17 04:18:44,956 - Train: 41.45% [518500/1251000] [414.5/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001909] [CE 4.399 (4.216)] [KD 3.153 (3.436)] 2024-10-17 04:18:56,798 - Train: 41.45% [518550/1251000] [414.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001909] [CE 4.220 (4.328)] [KD 3.455 (3.462)] 2024-10-17 04:19:08,994 - Train: 41.45% [518600/1251000] [414.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001909] [CE 4.663 (4.153)] [KD 3.668 (3.414)] 2024-10-17 04:19:21,625 - Train: 41.46% [518650/1251000] [414.6/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001909] [CE 4.596 (4.235)] [KD 3.705 (3.393)] 2024-10-17 04:19:33,940 - Train: 41.46% [518700/1251000] [414.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001909] [CE 4.231 (4.265)] [KD 3.454 (3.485)] 2024-10-17 04:19:46,064 - Train: 41.47% [518750/1251000] [414.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001908] [CE 4.305 (4.255)] [KD 3.432 (3.460)] 2024-10-17 04:19:58,639 - Train: 41.47% [518800/1251000] [414.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001908] [CE 4.105 (4.222)] [KD 3.223 (3.403)] 2024-10-17 04:20:10,894 - Train: 41.47% [518850/1251000] [414.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001908] [CE 3.976 (4.204)] [KD 3.503 (3.440)] 2024-10-17 04:20:23,226 - Train: 41.48% [518900/1251000] [414.8/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001908] [CE 4.589 (4.282)] [KD 3.626 (3.428)] 2024-10-17 04:20:35,570 - Train: 41.48% [518950/1251000] [414.8/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001908] [CE 4.488 (4.248)] [KD 3.483 (3.475)] 2024-10-17 04:20:47,998 - Train: 41.49% [519000/1251000] [414.9/1000.0] [batch_t 0.277 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.001907] [CE 4.374 (4.271)] [KD 3.433 (3.461)] 2024-10-17 04:21:00,441 - Train: 41.49% [519050/1251000] [414.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001907] [CE 4.081 (4.289)] [KD 3.479 (3.467)] 2024-10-17 04:21:13,267 - Train: 41.49% [519100/1251000] [414.9/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.232] [lr 0.001907] [CE 4.246 (4.264)] [KD 3.399 (3.461)] 2024-10-17 04:21:25,553 - Train: 41.50% [519150/1251000] [415.0/1000.0] [batch_t 0.280 (0.246)] [data_t 0.020] [optim_t 0.260] [lr 0.001907] [CE 3.393 (4.223)] [KD 3.171 (3.440)] 2024-10-17 04:21:41,209 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 37488] [top5_cnt 46348] [top_all 50000] 2024-10-17 04:21:41,210 - net: 74.976 (92.696) 2024-10-17 04:21:53,428 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39753] [top5_cnt 47392] [top_all 50000] 2024-10-17 04:21:53,428 - net_E: 79.506 (94.784) 2024-10-17 04:21:53,570 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.550 (epoch: 411)] 2024-10-17 04:21:53,571 - ==> Total time: 1 day, 13:08:34 Eta: 2 days, 4:21:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:22:05,596 - Train: 41.50% [519200/1251000] [415.0/1000.0] [batch_t 0.233 (0.309)] [data_t 0.009] [optim_t 0.224] [lr 0.001907] [CE 4.628 (4.276)] [KD 3.553 (3.401)] 2024-10-17 04:22:17,824 - Train: 41.51% [519250/1251000] [415.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001907] [CE 4.676 (4.297)] [KD 3.821 (3.448)] 2024-10-17 04:22:29,996 - Train: 41.51% [519300/1251000] [415.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001906] [CE 4.159 (4.306)] [KD 3.523 (3.484)] 2024-10-17 04:22:42,061 - Train: 41.51% [519350/1251000] [415.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001906] [CE 4.324 (4.287)] [KD 3.373 (3.434)] 2024-10-17 04:22:54,180 - Train: 41.52% [519400/1251000] [415.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001906] [CE 4.454 (4.310)] [KD 3.648 (3.454)] 2024-10-17 04:23:06,242 - Train: 41.52% [519450/1251000] [415.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001906] [CE 4.722 (4.250)] [KD 3.560 (3.430)] 2024-10-17 04:23:18,377 - Train: 41.53% [519500/1251000] [415.3/1000.0] [batch_t 0.379 (0.243)] [data_t 0.009] [optim_t 0.370] [lr 0.001906] [CE 4.746 (4.255)] [KD 3.763 (3.393)] 2024-10-17 04:23:30,422 - Train: 41.53% [519550/1251000] [415.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001905] [CE 4.370 (4.223)] [KD 3.339 (3.370)] 2024-10-17 04:23:42,179 - Train: 41.53% [519600/1251000] [415.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001905] [CE 4.606 (4.206)] [KD 3.801 (3.386)] 2024-10-17 04:23:54,513 - Train: 41.54% [519650/1251000] [415.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001905] [CE 4.231 (4.192)] [KD 3.569 (3.353)] 2024-10-17 04:24:06,737 - Train: 41.54% [519700/1251000] [415.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001905] [CE 3.796 (4.238)] [KD 3.228 (3.412)] 2024-10-17 04:24:18,941 - Train: 41.55% [519750/1251000] [415.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001905] [CE 4.005 (4.266)] [KD 3.310 (3.427)] 2024-10-17 04:24:30,793 - Train: 41.55% [519800/1251000] [415.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001905] [CE 4.235 (4.202)] [KD 3.585 (3.392)] 2024-10-17 04:24:43,170 - Train: 41.55% [519850/1251000] [415.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001904] [CE 4.558 (4.283)] [KD 3.238 (3.389)] 2024-10-17 04:24:55,223 - Train: 41.56% [519900/1251000] [415.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001904] [CE 4.616 (4.270)] [KD 3.498 (3.441)] 2024-10-17 04:25:07,437 - Train: 41.56% [519950/1251000] [415.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001904] [CE 4.486 (4.249)] [KD 3.425 (3.403)] 2024-10-17 04:25:19,618 - Train: 41.57% [520000/1251000] [415.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001904] [CE 4.517 (4.231)] [KD 3.589 (3.380)] 2024-10-17 04:25:31,818 - Train: 41.57% [520050/1251000] [415.7/1000.0] [batch_t 0.450 (0.244)] [data_t 0.009] [optim_t 0.441] [lr 0.001904] [CE 4.314 (4.307)] [KD 3.231 (3.458)] 2024-10-17 04:25:43,833 - Train: 41.57% [520100/1251000] [415.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001903] [CE 4.295 (4.252)] [KD 3.726 (3.467)] 2024-10-17 04:25:56,152 - Train: 41.58% [520150/1251000] [415.8/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001903] [CE 4.630 (4.275)] [KD 3.556 (3.467)] 2024-10-17 04:26:08,253 - Train: 41.58% [520200/1251000] [415.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001903] [CE 3.601 (4.181)] [KD 3.016 (3.363)] 2024-10-17 04:26:20,441 - Train: 41.59% [520250/1251000] [415.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001903] [CE 4.196 (4.244)] [KD 3.363 (3.376)] 2024-10-17 04:26:32,931 - Train: 41.59% [520300/1251000] [415.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001903] [CE 4.547 (4.260)] [KD 3.576 (3.418)] 2024-10-17 04:26:45,109 - Train: 41.59% [520350/1251000] [415.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001903] [CE 4.173 (4.265)] [KD 3.215 (3.384)] 2024-10-17 04:26:56,950 - Train: 41.60% [520400/1251000] [416.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001902] [CE 4.194 (4.281)] [KD 3.289 (3.412)] 2024-10-17 04:27:13,976 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 37744] [top5_cnt 46413] [top_all 50000] 2024-10-17 04:27:13,976 - net: 75.488 (92.826) 2024-10-17 04:27:26,334 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.240)] [top1_cnt 39785] [top5_cnt 47411] [top_all 50000] 2024-10-17 04:27:26,335 - net_E: 79.570 (94.822) 2024-10-17 04:27:26,504 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.570 (epoch: 416)] 2024-10-17 04:27:26,504 - ==> Total time: 1 day, 13:14:07 Eta: 2 days, 4:16:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:27:40,318 - Train: 41.60% [520450/1251000] [416.0/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.001902] [CE 4.148 (4.283)] [KD 3.372 (3.383)] 2024-10-17 04:27:53,069 - Train: 41.61% [520500/1251000] [416.1/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.001902] [CE 4.478 (4.192)] [KD 3.676 (3.377)] 2024-10-17 04:28:05,331 - Train: 41.61% [520550/1251000] [416.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001902] [CE 3.881 (4.258)] [KD 3.205 (3.380)] 2024-10-17 04:28:17,175 - Train: 41.61% [520600/1251000] [416.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001902] [CE 4.286 (4.298)] [KD 3.332 (3.409)] 2024-10-17 04:28:29,087 - Train: 41.62% [520650/1251000] [416.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001902] [CE 4.230 (4.351)] [KD 3.630 (3.503)] 2024-10-17 04:28:41,000 - Train: 41.62% [520700/1251000] [416.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001901] [CE 4.175 (4.150)] [KD 3.298 (3.397)] 2024-10-17 04:28:53,038 - Train: 41.63% [520750/1251000] [416.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001901] [CE 4.415 (4.314)] [KD 3.570 (3.503)] 2024-10-17 04:29:05,713 - Train: 41.63% [520800/1251000] [416.3/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001901] [CE 4.308 (4.246)] [KD 3.403 (3.402)] 2024-10-17 04:29:17,713 - Train: 41.63% [520850/1251000] [416.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001901] [CE 4.094 (4.287)] [KD 3.559 (3.440)] 2024-10-17 04:29:29,612 - Train: 41.64% [520900/1251000] [416.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001901] [CE 3.798 (4.284)] [KD 3.098 (3.510)] 2024-10-17 04:29:41,598 - Train: 41.64% [520950/1251000] [416.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001900] [CE 4.401 (4.291)] [KD 3.358 (3.442)] 2024-10-17 04:29:53,852 - Train: 41.65% [521000/1251000] [416.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001900] [CE 4.377 (4.229)] [KD 3.421 (3.420)] 2024-10-17 04:30:06,283 - Train: 41.65% [521050/1251000] [416.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001900] [CE 3.993 (4.218)] [KD 3.390 (3.431)] 2024-10-17 04:30:18,510 - Train: 41.65% [521100/1251000] [416.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001900] [CE 4.063 (4.229)] [KD 3.286 (3.478)] 2024-10-17 04:30:31,036 - Train: 41.66% [521150/1251000] [416.6/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001900] [CE 4.549 (4.201)] [KD 3.565 (3.454)] 2024-10-17 04:30:43,353 - Train: 41.66% [521200/1251000] [416.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001900] [CE 4.099 (4.284)] [KD 3.351 (3.515)] 2024-10-17 04:30:55,597 - Train: 41.67% [521250/1251000] [416.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001899] [CE 4.185 (4.275)] [KD 3.565 (3.450)] 2024-10-17 04:31:07,935 - Train: 41.67% [521300/1251000] [416.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001899] [CE 4.585 (4.312)] [KD 3.280 (3.469)] 2024-10-17 04:31:20,547 - Train: 41.67% [521350/1251000] [416.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001899] [CE 4.537 (4.273)] [KD 3.495 (3.466)] 2024-10-17 04:31:32,846 - Train: 41.68% [521400/1251000] [416.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001899] [CE 4.287 (4.212)] [KD 3.598 (3.438)] 2024-10-17 04:31:45,303 - Train: 41.68% [521450/1251000] [416.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001899] [CE 4.492 (4.317)] [KD 3.472 (3.484)] 2024-10-17 04:31:57,801 - Train: 41.69% [521500/1251000] [416.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.228] [lr 0.001898] [CE 3.985 (4.294)] [KD 3.281 (3.487)] 2024-10-17 04:32:10,230 - Train: 41.69% [521550/1251000] [416.9/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001898] [CE 4.073 (4.197)] [KD 3.391 (3.461)] 2024-10-17 04:32:22,579 - Train: 41.69% [521600/1251000] [416.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001898] [CE 4.720 (4.245)] [KD 3.567 (3.418)] 2024-10-17 04:32:35,170 - Train: 41.70% [521650/1251000] [417.0/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001898] [CE 3.561 (4.216)] [KD 3.400 (3.429)] 2024-10-17 04:32:51,241 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 37610] [top5_cnt 46365] [top_all 50000] 2024-10-17 04:32:51,242 - net: 75.220 (92.730) 2024-10-17 04:33:03,540 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39751] [top5_cnt 47413] [top_all 50000] 2024-10-17 04:33:03,541 - net_E: 79.502 (94.826) 2024-10-17 04:33:03,679 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.570 (epoch: 416)] 2024-10-17 04:33:03,679 - ==> Total time: 1 day, 13:19:44 Eta: 2 days, 4:11:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:33:17,425 - Train: 41.70% [521700/1251000] [417.0/1000.0] [batch_t 0.234 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.001898] [CE 4.238 (4.272)] [KD 3.217 (3.425)] 2024-10-17 04:33:29,450 - Train: 41.71% [521750/1251000] [417.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001898] [CE 4.440 (4.264)] [KD 3.598 (3.424)] 2024-10-17 04:33:42,322 - Train: 41.71% [521800/1251000] [417.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.001897] [CE 4.395 (4.202)] [KD 3.450 (3.419)] 2024-10-17 04:33:54,109 - Train: 41.71% [521850/1251000] [417.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001897] [CE 3.937 (4.255)] [KD 3.176 (3.388)] 2024-10-17 04:34:06,032 - Train: 41.72% [521900/1251000] [417.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001897] [CE 4.536 (4.237)] [KD 3.548 (3.400)] 2024-10-17 04:34:18,276 - Train: 41.72% [521950/1251000] [417.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001897] [CE 4.672 (4.204)] [KD 3.504 (3.362)] 2024-10-17 04:34:30,482 - Train: 41.73% [522000/1251000] [417.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001897] [CE 4.459 (4.224)] [KD 3.456 (3.374)] 2024-10-17 04:34:42,882 - Train: 41.73% [522050/1251000] [417.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001896] [CE 4.200 (4.297)] [KD 3.429 (3.433)] 2024-10-17 04:34:54,945 - Train: 41.73% [522100/1251000] [417.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001896] [CE 4.101 (4.333)] [KD 3.303 (3.491)] 2024-10-17 04:35:07,526 - Train: 41.74% [522150/1251000] [417.4/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001896] [CE 4.690 (4.229)] [KD 3.481 (3.411)] 2024-10-17 04:35:19,641 - Train: 41.74% [522200/1251000] [417.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001896] [CE 4.124 (4.222)] [KD 3.488 (3.408)] 2024-10-17 04:35:31,523 - Train: 41.75% [522250/1251000] [417.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001896] [CE 4.330 (4.249)] [KD 3.481 (3.406)] 2024-10-17 04:35:43,955 - Train: 41.75% [522300/1251000] [417.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001896] [CE 4.207 (4.228)] [KD 3.153 (3.368)] 2024-10-17 04:35:56,071 - Train: 41.75% [522350/1251000] [417.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001895] [CE 4.009 (4.303)] [KD 3.400 (3.417)] 2024-10-17 04:36:08,348 - Train: 41.76% [522400/1251000] [417.6/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001895] [CE 4.186 (4.228)] [KD 3.574 (3.431)] 2024-10-17 04:36:20,870 - Train: 41.76% [522450/1251000] [417.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001895] [CE 4.284 (4.229)] [KD 3.400 (3.426)] 2024-10-17 04:36:33,127 - Train: 41.77% [522500/1251000] [417.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001895] [CE 4.436 (4.255)] [KD 3.544 (3.452)] 2024-10-17 04:36:45,250 - Train: 41.77% [522550/1251000] [417.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001895] [CE 4.242 (4.289)] [KD 3.368 (3.447)] 2024-10-17 04:36:57,458 - Train: 41.77% [522600/1251000] [417.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001894] [CE 4.083 (4.225)] [KD 3.482 (3.414)] 2024-10-17 04:37:09,764 - Train: 41.78% [522650/1251000] [417.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001894] [CE 4.624 (4.275)] [KD 3.594 (3.460)] 2024-10-17 04:37:22,247 - Train: 41.78% [522700/1251000] [417.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001894] [CE 4.511 (4.265)] [KD 3.415 (3.419)] 2024-10-17 04:37:34,734 - Train: 41.79% [522750/1251000] [417.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001894] [CE 4.546 (4.294)] [KD 3.432 (3.408)] 2024-10-17 04:37:47,268 - Train: 41.79% [522800/1251000] [417.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001894] [CE 4.560 (4.288)] [KD 3.507 (3.433)] 2024-10-17 04:37:59,182 - Train: 41.79% [522850/1251000] [417.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001894] [CE 4.267 (4.215)] [KD 3.533 (3.430)] 2024-10-17 04:38:11,438 - Train: 41.80% [522900/1251000] [418.0/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.001893] [CE 4.248 (4.304)] [KD 3.542 (3.496)] 2024-10-17 04:38:28,343 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 37843] [top5_cnt 46484] [top_all 50000] 2024-10-17 04:38:28,344 - net: 75.686 (92.968) 2024-10-17 04:38:40,691 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.240)] [top1_cnt 39743] [top5_cnt 47417] [top_all 50000] 2024-10-17 04:38:40,692 - net_E: 79.486 (94.834) 2024-10-17 04:38:40,831 - Max [top1: 75.838 (epoch: 410)] [top1-ema: 79.570 (epoch: 416)] 2024-10-17 04:38:40,831 - ==> Total time: 1 day, 13:25:21 Eta: 2 days, 4:06:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:38:52,923 - Train: 41.80% [522950/1251000] [418.0/1000.0] [batch_t 0.236 (0.327)] [data_t 0.009] [optim_t 0.227] [lr 0.001893] [CE 4.426 (4.303)] [KD 3.266 (3.407)] 2024-10-17 04:39:04,995 - Train: 41.81% [523000/1251000] [418.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001893] [CE 4.273 (4.270)] [KD 3.408 (3.331)] 2024-10-17 04:39:17,437 - Train: 41.81% [523050/1251000] [418.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001893] [CE 4.356 (4.268)] [KD 3.532 (3.372)] 2024-10-17 04:39:29,674 - Train: 41.81% [523100/1251000] [418.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001893] [CE 4.496 (4.273)] [KD 3.422 (3.414)] 2024-10-17 04:39:41,493 - Train: 41.82% [523150/1251000] [418.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001893] [CE 4.411 (4.220)] [KD 3.328 (3.374)] 2024-10-17 04:39:53,386 - Train: 41.82% [523200/1251000] [418.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001892] [CE 4.322 (4.229)] [KD 3.462 (3.367)] 2024-10-17 04:40:05,864 - Train: 41.83% [523250/1251000] [418.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001892] [CE 3.795 (4.201)] [KD 3.255 (3.351)] 2024-10-17 04:40:18,014 - Train: 41.83% [523300/1251000] [418.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001892] [CE 4.290 (4.219)] [KD 3.315 (3.437)] 2024-10-17 04:40:30,064 - Train: 41.83% [523350/1251000] [418.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001892] [CE 3.762 (4.290)] [KD 3.149 (3.448)] 2024-10-17 04:40:42,106 - Train: 41.84% [523400/1251000] [418.4/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001892] [CE 4.044 (4.209)] [KD 3.334 (3.348)] 2024-10-17 04:40:54,574 - Train: 41.84% [523450/1251000] [418.4/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001891] [CE 4.085 (4.221)] [KD 3.358 (3.395)] 2024-10-17 04:41:06,648 - Train: 41.85% [523500/1251000] [418.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001891] [CE 4.041 (4.271)] [KD 3.358 (3.453)] 2024-10-17 04:41:18,735 - Train: 41.85% [523550/1251000] [418.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001891] [CE 4.426 (4.190)] [KD 3.702 (3.394)] 2024-10-17 04:41:30,590 - Train: 41.85% [523600/1251000] [418.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001891] [CE 4.148 (4.245)] [KD 3.220 (3.396)] 2024-10-17 04:41:43,225 - Train: 41.86% [523650/1251000] [418.6/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001891] [CE 4.631 (4.188)] [KD 3.534 (3.394)] 2024-10-17 04:41:55,308 - Train: 41.86% [523700/1251000] [418.6/1000.0] [batch_t 0.328 (0.242)] [data_t 0.009] [optim_t 0.319] [lr 0.001891] [CE 4.492 (4.300)] [KD 3.333 (3.469)] 2024-10-17 04:42:07,212 - Train: 41.87% [523750/1251000] [418.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001890] [CE 4.402 (4.244)] [KD 3.464 (3.466)] 2024-10-17 04:42:19,092 - Train: 41.87% [523800/1251000] [418.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001890] [CE 3.908 (4.262)] [KD 3.157 (3.445)] 2024-10-17 04:42:31,533 - Train: 41.87% [523850/1251000] [418.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001890] [CE 4.476 (4.309)] [KD 3.682 (3.493)] 2024-10-17 04:42:43,680 - Train: 41.88% [523900/1251000] [418.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001890] [CE 4.252 (4.195)] [KD 3.380 (3.419)] 2024-10-17 04:42:55,754 - Train: 41.88% [523950/1251000] [418.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001890] [CE 4.601 (4.240)] [KD 3.445 (3.452)] 2024-10-17 04:43:07,822 - Train: 41.89% [524000/1251000] [418.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001889] [CE 3.845 (4.208)] [KD 3.201 (3.467)] 2024-10-17 04:43:20,399 - Train: 41.89% [524050/1251000] [418.9/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001889] [CE 4.424 (4.301)] [KD 3.639 (3.448)] 2024-10-17 04:43:32,539 - Train: 41.89% [524100/1251000] [418.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001889] [CE 4.660 (4.264)] [KD 3.647 (3.384)] 2024-10-17 04:43:44,651 - Train: 41.90% [524150/1251000] [419.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001889] [CE 4.004 (4.153)] [KD 3.286 (3.359)] 2024-10-17 04:44:01,618 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37996] [top5_cnt 46588] [top_all 50000] 2024-10-17 04:44:01,619 - net: 75.992 (93.176) 2024-10-17 04:44:13,880 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39796] [top5_cnt 47412] [top_all 50000] 2024-10-17 04:44:13,880 - net_E: 79.592 (94.824) 2024-10-17 04:44:14,026 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.592 (epoch: 419)] 2024-10-17 04:44:14,027 - ==> Total time: 1 day, 13:30:54 Eta: 2 days, 4:01:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:44:27,443 - Train: 41.90% [524200/1251000] [419.0/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.001889] [CE 4.641 (4.288)] [KD 3.822 (3.396)] 2024-10-17 04:44:39,829 - Train: 41.91% [524250/1251000] [419.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001889] [CE 3.970 (4.275)] [KD 3.038 (3.406)] 2024-10-17 04:44:51,973 - Train: 41.91% [524300/1251000] [419.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001888] [CE 4.443 (4.247)] [KD 3.529 (3.440)] 2024-10-17 04:45:04,252 - Train: 41.91% [524350/1251000] [419.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001888] [CE 4.384 (4.224)] [KD 3.425 (3.376)] 2024-10-17 04:45:16,183 - Train: 41.92% [524400/1251000] [419.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001888] [CE 4.569 (4.227)] [KD 3.454 (3.431)] 2024-10-17 04:45:28,192 - Train: 41.92% [524450/1251000] [419.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001888] [CE 4.600 (4.188)] [KD 3.551 (3.408)] 2024-10-17 04:45:40,073 - Train: 41.93% [524500/1251000] [419.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001888] [CE 4.505 (4.282)] [KD 3.507 (3.397)] 2024-10-17 04:45:52,193 - Train: 41.93% [524550/1251000] [419.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001887] [CE 4.263 (4.237)] [KD 3.261 (3.399)] 2024-10-17 04:46:04,127 - Train: 41.93% [524600/1251000] [419.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001887] [CE 4.015 (4.298)] [KD 3.393 (3.441)] 2024-10-17 04:46:16,534 - Train: 41.94% [524650/1251000] [419.4/1000.0] [batch_t 0.386 (0.248)] [data_t 0.009] [optim_t 0.377] [lr 0.001887] [CE 4.310 (4.301)] [KD 3.669 (3.525)] 2024-10-17 04:46:28,482 - Train: 41.94% [524700/1251000] [419.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001887] [CE 3.495 (4.194)] [KD 3.034 (3.415)] 2024-10-17 04:46:40,455 - Train: 41.95% [524750/1251000] [419.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001887] [CE 4.205 (4.207)] [KD 3.690 (3.426)] 2024-10-17 04:46:52,445 - Train: 41.95% [524800/1251000] [419.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001887] [CE 4.363 (4.220)] [KD 3.460 (3.408)] 2024-10-17 04:47:04,731 - Train: 41.95% [524850/1251000] [419.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001886] [CE 4.277 (4.225)] [KD 3.328 (3.394)] 2024-10-17 04:47:16,908 - Train: 41.96% [524900/1251000] [419.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001886] [CE 4.242 (4.278)] [KD 3.487 (3.458)] 2024-10-17 04:47:29,378 - Train: 41.96% [524950/1251000] [419.6/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.001886] [CE 4.439 (4.277)] [KD 3.512 (3.405)] 2024-10-17 04:47:41,379 - Train: 41.97% [525000/1251000] [419.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001886] [CE 4.184 (4.293)] [KD 3.359 (3.441)] 2024-10-17 04:47:53,589 - Train: 41.97% [525050/1251000] [419.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001886] [CE 4.409 (4.207)] [KD 3.380 (3.424)] 2024-10-17 04:48:06,036 - Train: 41.97% [525100/1251000] [419.7/1000.0] [batch_t 0.259 (0.249)] [data_t 0.009] [optim_t 0.249] [lr 0.001885] [CE 4.667 (4.351)] [KD 3.710 (3.515)] 2024-10-17 04:48:18,400 - Train: 41.98% [525150/1251000] [419.8/1000.0] [batch_t 0.310 (0.247)] [data_t 0.009] [optim_t 0.301] [lr 0.001885] [CE 4.419 (4.259)] [KD 3.429 (3.473)] 2024-10-17 04:48:30,751 - Train: 41.98% [525200/1251000] [419.8/1000.0] [batch_t 0.273 (0.247)] [data_t 0.009] [optim_t 0.264] [lr 0.001885] [CE 4.372 (4.214)] [KD 3.421 (3.416)] 2024-10-17 04:48:43,129 - Train: 41.99% [525250/1251000] [419.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001885] [CE 4.011 (4.270)] [KD 3.458 (3.441)] 2024-10-17 04:48:55,662 - Train: 41.99% [525300/1251000] [419.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001885] [CE 3.774 (4.233)] [KD 3.234 (3.451)] 2024-10-17 04:49:07,977 - Train: 41.99% [525350/1251000] [419.9/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001885] [CE 4.013 (4.270)] [KD 3.331 (3.442)] 2024-10-17 04:49:20,400 - Train: 42.00% [525400/1251000] [420.0/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001884] [CE 4.565 (4.269)] [KD 3.637 (3.497)] 2024-10-17 04:49:37,714 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 37638] [top5_cnt 46425] [top_all 50000] 2024-10-17 04:49:37,714 - net: 75.276 (92.850) 2024-10-17 04:49:50,268 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39792] [top5_cnt 47414] [top_all 50000] 2024-10-17 04:49:50,269 - net_E: 79.584 (94.828) 2024-10-17 04:49:50,423 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.592 (epoch: 419)] 2024-10-17 04:49:50,423 - ==> Total time: 1 day, 13:36:31 Eta: 2 days, 3:56:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:50:03,054 - Train: 42.00% [525450/1251000] [420.0/1000.0] [batch_t 0.235 (0.292)] [data_t 0.009] [optim_t 0.227] [lr 0.001884] [CE 3.789 (4.145)] [KD 3.264 (3.332)] 2024-10-17 04:50:15,173 - Train: 42.01% [525500/1251000] [420.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001884] [CE 4.024 (4.269)] [KD 3.372 (3.415)] 2024-10-17 04:50:27,488 - Train: 42.01% [525550/1251000] [420.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001884] [CE 4.052 (4.159)] [KD 3.272 (3.361)] 2024-10-17 04:50:39,477 - Train: 42.01% [525600/1251000] [420.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001884] [CE 4.348 (4.226)] [KD 3.569 (3.421)] 2024-10-17 04:50:51,409 - Train: 42.02% [525650/1251000] [420.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001883] [CE 4.548 (4.293)] [KD 3.501 (3.351)] 2024-10-17 04:51:03,575 - Train: 42.02% [525700/1251000] [420.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001883] [CE 4.116 (4.200)] [KD 3.214 (3.339)] 2024-10-17 04:51:15,854 - Train: 42.03% [525750/1251000] [420.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001883] [CE 4.303 (4.257)] [KD 3.559 (3.391)] 2024-10-17 04:51:28,159 - Train: 42.03% [525800/1251000] [420.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001883] [CE 4.319 (4.313)] [KD 3.545 (3.481)] 2024-10-17 04:51:40,339 - Train: 42.03% [525850/1251000] [420.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001883] [CE 3.946 (4.233)] [KD 3.150 (3.414)] 2024-10-17 04:51:52,654 - Train: 42.04% [525900/1251000] [420.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001883] [CE 4.395 (4.275)] [KD 3.222 (3.377)] 2024-10-17 04:52:04,987 - Train: 42.04% [525950/1251000] [420.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001882] [CE 4.522 (4.185)] [KD 3.356 (3.359)] 2024-10-17 04:52:17,319 - Train: 42.05% [526000/1251000] [420.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001882] [CE 3.871 (4.244)] [KD 3.266 (3.428)] 2024-10-17 04:52:29,778 - Train: 42.05% [526050/1251000] [420.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.001882] [CE 4.553 (4.260)] [KD 3.491 (3.445)] 2024-10-17 04:52:42,316 - Train: 42.05% [526100/1251000] [420.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001882] [CE 4.118 (4.277)] [KD 3.344 (3.443)] 2024-10-17 04:52:54,743 - Train: 42.06% [526150/1251000] [420.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001882] [CE 4.038 (4.263)] [KD 3.413 (3.418)] 2024-10-17 04:53:07,365 - Train: 42.06% [526200/1251000] [420.6/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001881] [CE 4.656 (4.234)] [KD 3.501 (3.419)] 2024-10-17 04:53:19,508 - Train: 42.07% [526250/1251000] [420.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001881] [CE 4.509 (4.250)] [KD 3.670 (3.466)] 2024-10-17 04:53:31,633 - Train: 42.07% [526300/1251000] [420.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001881] [CE 3.900 (4.260)] [KD 3.300 (3.433)] 2024-10-17 04:53:43,919 - Train: 42.07% [526350/1251000] [420.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001881] [CE 3.831 (4.248)] [KD 3.179 (3.463)] 2024-10-17 04:53:56,363 - Train: 42.08% [526400/1251000] [420.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001881] [CE 4.323 (4.155)] [KD 3.575 (3.321)] 2024-10-17 04:54:08,582 - Train: 42.08% [526450/1251000] [420.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001881] [CE 4.742 (4.265)] [KD 3.633 (3.435)] 2024-10-17 04:54:20,791 - Train: 42.09% [526500/1251000] [420.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001880] [CE 3.976 (4.153)] [KD 3.195 (3.371)] 2024-10-17 04:54:32,762 - Train: 42.09% [526550/1251000] [420.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001880] [CE 3.978 (4.316)] [KD 3.251 (3.494)] 2024-10-17 04:54:44,982 - Train: 42.09% [526600/1251000] [420.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001880] [CE 4.411 (4.284)] [KD 3.604 (3.449)] 2024-10-17 04:54:57,377 - Train: 42.10% [526650/1251000] [421.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001880] [CE 4.093 (4.310)] [KD 3.281 (3.458)] 2024-10-17 04:55:15,112 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 37920] [top5_cnt 46558] [top_all 50000] 2024-10-17 04:55:15,113 - net: 75.840 (93.116) 2024-10-17 04:55:27,379 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.237)] [top1_cnt 39751] [top5_cnt 47400] [top_all 50000] 2024-10-17 04:55:27,379 - net_E: 79.502 (94.800) 2024-10-17 04:55:27,503 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.592 (epoch: 419)] 2024-10-17 04:55:27,503 - ==> Total time: 1 day, 13:42:08 Eta: 2 days, 3:51:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 04:55:37,965 - Train: 42.10% [526700/1251000] [421.0/1000.0] [batch_t 0.234 (0.319)] [data_t 0.009] [optim_t 0.225] [lr 0.001880] [CE 4.520 (4.192)] [KD 3.390 (3.305)] 2024-10-17 04:55:50,250 - Train: 42.11% [526750/1251000] [421.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001880] [CE 4.352 (4.241)] [KD 3.504 (3.377)] 2024-10-17 04:56:02,426 - Train: 42.11% [526800/1251000] [421.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001879] [CE 4.627 (4.233)] [KD 3.567 (3.389)] 2024-10-17 04:56:14,594 - Train: 42.11% [526850/1251000] [421.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001879] [CE 4.191 (4.228)] [KD 3.188 (3.349)] 2024-10-17 04:56:26,453 - Train: 42.12% [526900/1251000] [421.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001879] [CE 4.481 (4.215)] [KD 3.398 (3.317)] 2024-10-17 04:56:38,499 - Train: 42.12% [526950/1251000] [421.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001879] [CE 3.742 (4.224)] [KD 3.181 (3.376)] 2024-10-17 04:56:50,594 - Train: 42.13% [527000/1251000] [421.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001879] [CE 4.262 (4.273)] [KD 3.527 (3.412)] 2024-10-17 04:57:02,831 - Train: 42.13% [527050/1251000] [421.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001878] [CE 4.217 (4.320)] [KD 3.233 (3.489)] 2024-10-17 04:57:15,150 - Train: 42.13% [527100/1251000] [421.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001878] [CE 4.292 (4.185)] [KD 3.349 (3.383)] 2024-10-17 04:57:27,256 - Train: 42.14% [527150/1251000] [421.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001878] [CE 3.713 (4.276)] [KD 3.154 (3.471)] 2024-10-17 04:57:39,330 - Train: 42.14% [527200/1251000] [421.4/1000.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.242] [lr 0.001878] [CE 4.060 (4.279)] [KD 3.383 (3.389)] 2024-10-17 04:57:51,839 - Train: 42.15% [527250/1251000] [421.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001878] [CE 4.141 (4.291)] [KD 3.270 (3.404)] 2024-10-17 04:58:04,043 - Train: 42.15% [527300/1251000] [421.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001878] [CE 4.047 (4.270)] [KD 3.384 (3.422)] 2024-10-17 04:58:16,457 - Train: 42.15% [527350/1251000] [421.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001877] [CE 4.268 (4.269)] [KD 3.518 (3.438)] 2024-10-17 04:58:28,521 - Train: 42.16% [527400/1251000] [421.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001877] [CE 4.137 (4.278)] [KD 3.316 (3.428)] 2024-10-17 04:58:40,652 - Train: 42.16% [527450/1251000] [421.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001877] [CE 4.594 (4.309)] [KD 3.546 (3.447)] 2024-10-17 04:58:52,768 - Train: 42.17% [527500/1251000] [421.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001877] [CE 4.707 (4.251)] [KD 3.471 (3.376)] 2024-10-17 04:59:05,099 - Train: 42.17% [527550/1251000] [421.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001877] [CE 4.165 (4.187)] [KD 3.362 (3.389)] 2024-10-17 04:59:17,274 - Train: 42.17% [527600/1251000] [421.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001876] [CE 4.747 (4.214)] [KD 3.558 (3.398)] 2024-10-17 04:59:29,489 - Train: 42.18% [527650/1251000] [421.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001876] [CE 4.054 (4.168)] [KD 3.487 (3.387)] 2024-10-17 04:59:41,695 - Train: 42.18% [527700/1251000] [421.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001876] [CE 4.079 (4.242)] [KD 3.392 (3.398)] 2024-10-17 04:59:54,350 - Train: 42.19% [527750/1251000] [421.9/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001876] [CE 3.529 (4.186)] [KD 3.146 (3.413)] 2024-10-17 05:00:06,570 - Train: 42.19% [527800/1251000] [421.9/1000.0] [batch_t 0.288 (0.244)] [data_t 0.009] [optim_t 0.279] [lr 0.001876] [CE 4.307 (4.293)] [KD 3.358 (3.501)] 2024-10-17 05:00:18,794 - Train: 42.19% [527850/1251000] [421.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001876] [CE 4.357 (4.240)] [KD 3.553 (3.390)] 2024-10-17 05:00:31,103 - Train: 42.20% [527900/1251000] [422.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001875] [CE 4.659 (4.194)] [KD 3.593 (3.342)] 2024-10-17 05:00:48,678 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 37806] [top5_cnt 46523] [top_all 50000] 2024-10-17 05:00:48,679 - net: 75.612 (93.046) 2024-10-17 05:01:00,700 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.234)] [top1_cnt 39794] [top5_cnt 47403] [top_all 50000] 2024-10-17 05:01:00,701 - net_E: 79.588 (94.806) 2024-10-17 05:01:00,833 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.592 (epoch: 419)] 2024-10-17 05:01:00,833 - ==> Total time: 1 day, 13:47:41 Eta: 2 days, 3:45:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:01:11,529 - Train: 42.20% [527950/1251000] [422.0/1000.0] [batch_t 0.233 (0.339)] [data_t 0.009] [optim_t 0.224] [lr 0.001875] [CE 4.250 (4.269)] [KD 3.286 (3.389)] 2024-10-17 05:01:23,812 - Train: 42.21% [528000/1251000] [422.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001875] [CE 4.180 (4.233)] [KD 3.270 (3.370)] 2024-10-17 05:01:36,053 - Train: 42.21% [528050/1251000] [422.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001875] [CE 4.566 (4.245)] [KD 3.577 (3.397)] 2024-10-17 05:01:48,062 - Train: 42.21% [528100/1251000] [422.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001875] [CE 4.366 (4.236)] [KD 3.286 (3.383)] 2024-10-17 05:02:00,093 - Train: 42.22% [528150/1251000] [422.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001874] [CE 4.511 (4.266)] [KD 3.835 (3.427)] 2024-10-17 05:02:12,118 - Train: 42.22% [528200/1251000] [422.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001874] [CE 4.288 (4.250)] [KD 3.471 (3.422)] 2024-10-17 05:02:24,456 - Train: 42.23% [528250/1251000] [422.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001874] [CE 4.409 (4.275)] [KD 3.429 (3.445)] 2024-10-17 05:02:36,818 - Train: 42.23% [528300/1251000] [422.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001874] [CE 4.399 (4.254)] [KD 3.369 (3.397)] 2024-10-17 05:02:48,956 - Train: 42.23% [528350/1251000] [422.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001874] [CE 4.163 (4.245)] [KD 3.169 (3.407)] 2024-10-17 05:03:00,918 - Train: 42.24% [528400/1251000] [422.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001874] [CE 4.105 (4.264)] [KD 3.364 (3.378)] 2024-10-17 05:03:13,123 - Train: 42.24% [528450/1251000] [422.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001873] [CE 4.500 (4.320)] [KD 3.773 (3.431)] 2024-10-17 05:03:25,154 - Train: 42.25% [528500/1251000] [422.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001873] [CE 4.429 (4.254)] [KD 3.618 (3.424)] 2024-10-17 05:03:37,182 - Train: 42.25% [528550/1251000] [422.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001873] [CE 3.752 (4.290)] [KD 3.321 (3.431)] 2024-10-17 05:03:49,305 - Train: 42.25% [528600/1251000] [422.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001873] [CE 3.969 (4.319)] [KD 3.332 (3.466)] 2024-10-17 05:04:01,709 - Train: 42.26% [528650/1251000] [422.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001873] [CE 4.260 (4.264)] [KD 3.446 (3.419)] 2024-10-17 05:04:13,879 - Train: 42.26% [528700/1251000] [422.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001872] [CE 4.532 (4.202)] [KD 3.338 (3.409)] 2024-10-17 05:04:25,917 - Train: 42.27% [528750/1251000] [422.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001872] [CE 4.454 (4.299)] [KD 3.441 (3.395)] 2024-10-17 05:04:37,898 - Train: 42.27% [528800/1251000] [422.7/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.001872] [CE 4.794 (4.296)] [KD 3.826 (3.447)] 2024-10-17 05:04:50,342 - Train: 42.27% [528850/1251000] [422.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001872] [CE 3.969 (4.245)] [KD 3.326 (3.399)] 2024-10-17 05:05:02,818 - Train: 42.28% [528900/1251000] [422.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.001872] [CE 4.047 (4.271)] [KD 3.332 (3.403)] 2024-10-17 05:05:15,159 - Train: 42.28% [528950/1251000] [422.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.001872] [CE 3.846 (4.288)] [KD 3.388 (3.457)] 2024-10-17 05:05:27,584 - Train: 42.29% [529000/1251000] [422.9/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001871] [CE 4.884 (4.217)] [KD 3.641 (3.428)] 2024-10-17 05:05:39,926 - Train: 42.29% [529050/1251000] [422.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001871] [CE 4.519 (4.255)] [KD 3.566 (3.418)] 2024-10-17 05:05:52,249 - Train: 42.29% [529100/1251000] [422.9/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.001871] [CE 4.350 (4.200)] [KD 3.463 (3.394)] 2024-10-17 05:06:04,830 - Train: 42.30% [529150/1251000] [423.0/1000.0] [batch_t 0.461 (0.252)] [data_t 0.009] [optim_t 0.453] [lr 0.001871] [CE 4.561 (4.244)] [KD 3.309 (3.391)] 2024-10-17 05:06:22,657 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 37919] [top5_cnt 46557] [top_all 50000] 2024-10-17 05:06:22,658 - net: 75.838 (93.114) 2024-10-17 05:06:35,320 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39811] [top5_cnt 47404] [top_all 50000] 2024-10-17 05:06:35,320 - net_E: 79.622 (94.808) 2024-10-17 05:06:35,457 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.622 (epoch: 423)] 2024-10-17 05:06:35,457 - ==> Total time: 1 day, 13:53:16 Eta: 2 days, 3:40:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:06:47,512 - Train: 42.30% [529200/1251000] [423.0/1000.0] [batch_t 0.233 (0.275)] [data_t 0.009] [optim_t 0.224] [lr 0.001871] [CE 4.655 (4.179)] [KD 3.555 (3.349)] 2024-10-17 05:06:59,908 - Train: 42.31% [529250/1251000] [423.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001870] [CE 4.172 (4.176)] [KD 3.314 (3.327)] 2024-10-17 05:07:12,149 - Train: 42.31% [529300/1251000] [423.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001870] [CE 4.738 (4.341)] [KD 3.736 (3.428)] 2024-10-17 05:07:24,571 - Train: 42.31% [529350/1251000] [423.1/1000.0] [batch_t 0.277 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.001870] [CE 4.049 (4.298)] [KD 3.432 (3.475)] 2024-10-17 05:07:37,369 - Train: 42.32% [529400/1251000] [423.2/1000.0] [batch_t 0.265 (0.256)] [data_t 0.009] [optim_t 0.256] [lr 0.001870] [CE 4.396 (4.211)] [KD 3.652 (3.403)] 2024-10-17 05:07:50,470 - Train: 42.32% [529450/1251000] [423.2/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.001870] [CE 3.833 (4.250)] [KD 3.118 (3.361)] 2024-10-17 05:08:02,703 - Train: 42.33% [529500/1251000] [423.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001870] [CE 4.131 (4.238)] [KD 3.244 (3.378)] 2024-10-17 05:08:15,122 - Train: 42.33% [529550/1251000] [423.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001869] [CE 3.926 (4.299)] [KD 3.330 (3.405)] 2024-10-17 05:08:27,700 - Train: 42.33% [529600/1251000] [423.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001869] [CE 4.076 (4.180)] [KD 3.295 (3.354)] 2024-10-17 05:08:39,995 - Train: 42.34% [529650/1251000] [423.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001869] [CE 4.668 (4.243)] [KD 3.725 (3.416)] 2024-10-17 05:08:52,020 - Train: 42.34% [529700/1251000] [423.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001869] [CE 3.916 (4.200)] [KD 3.519 (3.391)] 2024-10-17 05:09:03,941 - Train: 42.35% [529750/1251000] [423.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001869] [CE 4.546 (4.273)] [KD 3.635 (3.387)] 2024-10-17 05:09:15,839 - Train: 42.35% [529800/1251000] [423.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001868] [CE 4.450 (4.252)] [KD 3.580 (3.368)] 2024-10-17 05:09:28,127 - Train: 42.35% [529850/1251000] [423.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001868] [CE 4.606 (4.255)] [KD 3.207 (3.365)] 2024-10-17 05:09:40,230 - Train: 42.36% [529900/1251000] [423.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001868] [CE 4.851 (4.269)] [KD 3.715 (3.370)] 2024-10-17 05:09:52,426 - Train: 42.36% [529950/1251000] [423.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001868] [CE 4.173 (4.272)] [KD 3.302 (3.415)] 2024-10-17 05:10:04,949 - Train: 42.37% [530000/1251000] [423.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001868] [CE 4.348 (4.276)] [KD 3.268 (3.428)] 2024-10-17 05:10:17,439 - Train: 42.37% [530050/1251000] [423.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001868] [CE 4.313 (4.223)] [KD 3.344 (3.424)] 2024-10-17 05:10:29,515 - Train: 42.37% [530100/1251000] [423.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001867] [CE 4.371 (4.236)] [KD 3.580 (3.414)] 2024-10-17 05:10:41,412 - Train: 42.38% [530150/1251000] [423.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001867] [CE 4.604 (4.275)] [KD 3.459 (3.426)] 2024-10-17 05:10:53,357 - Train: 42.38% [530200/1251000] [423.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001867] [CE 4.219 (4.234)] [KD 3.364 (3.380)] 2024-10-17 05:11:05,651 - Train: 42.39% [530250/1251000] [423.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001867] [CE 4.071 (4.268)] [KD 3.278 (3.385)] 2024-10-17 05:11:17,997 - Train: 42.39% [530300/1251000] [423.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001867] [CE 4.156 (4.231)] [KD 3.361 (3.446)] 2024-10-17 05:11:30,176 - Train: 42.39% [530350/1251000] [423.9/1000.0] [batch_t 0.276 (0.243)] [data_t 0.009] [optim_t 0.267] [lr 0.001866] [CE 4.210 (4.216)] [KD 3.464 (3.414)] 2024-10-17 05:11:42,474 - Train: 42.40% [530400/1251000] [424.0/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001866] [CE 4.455 (4.279)] [KD 3.134 (3.418)] 2024-10-17 05:12:00,365 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 37878] [top5_cnt 46456] [top_all 50000] 2024-10-17 05:12:00,365 - net: 75.756 (92.912) 2024-10-17 05:12:12,430 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 39838] [top5_cnt 47403] [top_all 50000] 2024-10-17 05:12:12,431 - net_E: 79.676 (94.806) 2024-10-17 05:12:12,576 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.676 (epoch: 424)] 2024-10-17 05:12:12,576 - ==> Total time: 1 day, 13:58:53 Eta: 2 days, 3:35:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:12:24,067 - Train: 42.40% [530450/1251000] [424.0/1000.0] [batch_t 0.232 (0.279)] [data_t 0.009] [optim_t 0.223] [lr 0.001866] [CE 4.381 (4.177)] [KD 3.479 (3.347)] 2024-10-17 05:12:36,050 - Train: 42.41% [530500/1251000] [424.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001866] [CE 4.846 (4.238)] [KD 3.466 (3.381)] 2024-10-17 05:12:48,769 - Train: 42.41% [530550/1251000] [424.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.001866] [CE 4.462 (4.225)] [KD 3.530 (3.392)] 2024-10-17 05:13:00,647 - Train: 42.41% [530600/1251000] [424.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001866] [CE 3.829 (4.236)] [KD 3.195 (3.433)] 2024-10-17 05:13:12,933 - Train: 42.42% [530650/1251000] [424.2/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.261] [lr 0.001865] [CE 3.991 (4.227)] [KD 3.250 (3.391)] 2024-10-17 05:13:25,437 - Train: 42.42% [530700/1251000] [424.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001865] [CE 4.241 (4.215)] [KD 3.264 (3.412)] 2024-10-17 05:13:37,594 - Train: 42.43% [530750/1251000] [424.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001865] [CE 4.651 (4.225)] [KD 3.589 (3.439)] 2024-10-17 05:13:49,525 - Train: 42.43% [530800/1251000] [424.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001865] [CE 4.020 (4.270)] [KD 3.305 (3.438)] 2024-10-17 05:14:02,083 - Train: 42.43% [530850/1251000] [424.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001865] [CE 3.905 (4.228)] [KD 3.046 (3.354)] 2024-10-17 05:14:14,183 - Train: 42.44% [530900/1251000] [424.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001864] [CE 4.002 (4.338)] [KD 3.200 (3.409)] 2024-10-17 05:14:26,691 - Train: 42.44% [530950/1251000] [424.4/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001864] [CE 4.428 (4.227)] [KD 3.523 (3.438)] 2024-10-17 05:14:38,957 - Train: 42.45% [531000/1251000] [424.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001864] [CE 4.085 (4.334)] [KD 3.102 (3.465)] 2024-10-17 05:14:51,023 - Train: 42.45% [531050/1251000] [424.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001864] [CE 4.546 (4.230)] [KD 3.379 (3.389)] 2024-10-17 05:15:03,447 - Train: 42.45% [531100/1251000] [424.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001864] [CE 4.047 (4.249)] [KD 3.125 (3.410)] 2024-10-17 05:15:16,292 - Train: 42.46% [531150/1251000] [424.6/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.001864] [CE 4.585 (4.361)] [KD 3.489 (3.479)] 2024-10-17 05:15:28,458 - Train: 42.46% [531200/1251000] [424.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001863] [CE 3.837 (4.227)] [KD 3.267 (3.362)] 2024-10-17 05:15:42,030 - Train: 42.47% [531250/1251000] [424.7/1000.0] [batch_t 0.306 (0.271)] [data_t 0.009] [optim_t 0.297] [lr 0.001863] [CE 4.303 (4.315)] [KD 3.168 (3.445)] 2024-10-17 05:15:55,078 - Train: 42.47% [531300/1251000] [424.7/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.001863] [CE 4.133 (4.247)] [KD 3.543 (3.366)] 2024-10-17 05:16:07,993 - Train: 42.47% [531350/1251000] [424.7/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.227] [lr 0.001863] [CE 4.212 (4.261)] [KD 3.281 (3.399)] 2024-10-17 05:16:20,377 - Train: 42.48% [531400/1251000] [424.8/1000.0] [batch_t 0.452 (0.248)] [data_t 0.009] [optim_t 0.443] [lr 0.001863] [CE 4.563 (4.200)] [KD 3.707 (3.399)] 2024-10-17 05:16:32,548 - Train: 42.48% [531450/1251000] [424.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001862] [CE 4.649 (4.321)] [KD 3.595 (3.453)] 2024-10-17 05:16:45,105 - Train: 42.49% [531500/1251000] [424.9/1000.0] [batch_t 0.257 (0.251)] [data_t 0.009] [optim_t 0.249] [lr 0.001862] [CE 3.981 (4.247)] [KD 3.239 (3.431)] 2024-10-17 05:16:57,454 - Train: 42.49% [531550/1251000] [424.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001862] [CE 4.254 (4.221)] [KD 3.518 (3.365)] 2024-10-17 05:17:09,878 - Train: 42.49% [531600/1251000] [424.9/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.001862] [CE 4.720 (4.295)] [KD 3.578 (3.443)] 2024-10-17 05:17:22,066 - Train: 42.50% [531650/1251000] [425.0/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001862] [CE 3.981 (4.172)] [KD 3.147 (3.347)] 2024-10-17 05:17:40,991 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 37746] [top5_cnt 46395] [top_all 50000] 2024-10-17 05:17:40,991 - net: 75.492 (92.790) 2024-10-17 05:17:53,656 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39830] [top5_cnt 47402] [top_all 50000] 2024-10-17 05:17:53,657 - net_E: 79.660 (94.804) 2024-10-17 05:17:53,803 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.676 (epoch: 424)] 2024-10-17 05:17:53,804 - ==> Total time: 1 day, 14:04:34 Eta: 2 days, 3:30:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:18:04,299 - Train: 42.50% [531700/1251000] [425.0/1000.0] [batch_t 0.239 (0.348)] [data_t 0.009] [optim_t 0.230] [lr 0.001862] [CE 4.360 (4.296)] [KD 3.613 (3.442)] 2024-10-17 05:18:16,304 - Train: 42.51% [531750/1251000] [425.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001861] [CE 4.172 (4.238)] [KD 3.501 (3.392)] 2024-10-17 05:18:28,754 - Train: 42.51% [531800/1251000] [425.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001861] [CE 3.880 (4.259)] [KD 3.202 (3.389)] 2024-10-17 05:18:40,809 - Train: 42.51% [531850/1251000] [425.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.001861] [CE 4.601 (4.267)] [KD 3.391 (3.375)] 2024-10-17 05:18:52,963 - Train: 42.52% [531900/1251000] [425.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001861] [CE 3.960 (4.191)] [KD 3.201 (3.379)] 2024-10-17 05:19:05,350 - Train: 42.52% [531950/1251000] [425.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001861] [CE 4.015 (4.229)] [KD 3.259 (3.408)] 2024-10-17 05:19:17,256 - Train: 42.53% [532000/1251000] [425.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001860] [CE 4.490 (4.272)] [KD 3.303 (3.366)] 2024-10-17 05:19:29,347 - Train: 42.53% [532050/1251000] [425.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001860] [CE 4.253 (4.269)] [KD 3.412 (3.412)] 2024-10-17 05:19:41,513 - Train: 42.53% [532100/1251000] [425.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001860] [CE 4.234 (4.235)] [KD 3.551 (3.398)] 2024-10-17 05:19:53,354 - Train: 42.54% [532150/1251000] [425.4/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001860] [CE 3.855 (4.263)] [KD 3.021 (3.425)] 2024-10-17 05:20:05,995 - Train: 42.54% [532200/1251000] [425.4/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001860] [CE 4.102 (4.224)] [KD 3.441 (3.346)] 2024-10-17 05:20:18,564 - Train: 42.55% [532250/1251000] [425.5/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001860] [CE 3.874 (4.269)] [KD 3.192 (3.444)] 2024-10-17 05:20:30,632 - Train: 42.55% [532300/1251000] [425.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001859] [CE 4.856 (4.214)] [KD 3.553 (3.352)] 2024-10-17 05:20:43,036 - Train: 42.55% [532350/1251000] [425.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001859] [CE 3.852 (4.276)] [KD 3.378 (3.452)] 2024-10-17 05:20:55,611 - Train: 42.56% [532400/1251000] [425.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001859] [CE 4.606 (4.351)] [KD 3.549 (3.435)] 2024-10-17 05:21:08,001 - Train: 42.56% [532450/1251000] [425.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001859] [CE 3.885 (4.210)] [KD 3.304 (3.389)] 2024-10-17 05:21:20,643 - Train: 42.57% [532500/1251000] [425.7/1000.0] [batch_t 0.245 (0.253)] [data_t 0.009] [optim_t 0.236] [lr 0.001859] [CE 3.846 (4.170)] [KD 3.183 (3.389)] 2024-10-17 05:21:33,210 - Train: 42.57% [532550/1251000] [425.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001858] [CE 4.210 (4.221)] [KD 3.245 (3.432)] 2024-10-17 05:21:45,500 - Train: 42.57% [532600/1251000] [425.7/1000.0] [batch_t 0.283 (0.246)] [data_t 0.009] [optim_t 0.274] [lr 0.001858] [CE 3.888 (4.231)] [KD 3.266 (3.391)] 2024-10-17 05:21:57,793 - Train: 42.58% [532650/1251000] [425.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001858] [CE 4.257 (4.216)] [KD 3.491 (3.358)] 2024-10-17 05:22:10,256 - Train: 42.58% [532700/1251000] [425.8/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.001858] [CE 4.129 (4.240)] [KD 3.177 (3.346)] 2024-10-17 05:22:22,776 - Train: 42.59% [532750/1251000] [425.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001858] [CE 3.994 (4.259)] [KD 3.227 (3.388)] 2024-10-17 05:22:35,266 - Train: 42.59% [532800/1251000] [425.9/1000.0] [batch_t 0.254 (0.250)] [data_t 0.009] [optim_t 0.245] [lr 0.001858] [CE 3.985 (4.160)] [KD 3.347 (3.352)] 2024-10-17 05:22:47,686 - Train: 42.59% [532850/1251000] [425.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001857] [CE 4.058 (4.264)] [KD 3.392 (3.408)] 2024-10-17 05:23:00,381 - Train: 42.60% [532900/1251000] [426.0/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001857] [CE 4.255 (4.230)] [KD 3.413 (3.414)] 2024-10-17 05:23:19,252 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37892] [top5_cnt 46524] [top_all 50000] 2024-10-17 05:23:19,253 - net: 75.784 (93.048) 2024-10-17 05:23:31,489 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39808] [top5_cnt 47393] [top_all 50000] 2024-10-17 05:23:31,489 - net_E: 79.616 (94.786) 2024-10-17 05:23:31,643 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.676 (epoch: 424)] 2024-10-17 05:23:31,643 - ==> Total time: 1 day, 14:10:12 Eta: 2 days, 3:25:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:23:41,532 - Train: 42.60% [532950/1251000] [426.0/1000.0] [batch_t 0.236 (0.339)] [data_t 0.009] [optim_t 0.227] [lr 0.001857] [CE 4.548 (4.294)] [KD 3.465 (3.407)] 2024-10-17 05:23:53,431 - Train: 42.61% [533000/1251000] [426.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001857] [CE 4.485 (4.255)] [KD 3.460 (3.402)] 2024-10-17 05:24:05,816 - Train: 42.61% [533050/1251000] [426.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001857] [CE 3.956 (4.202)] [KD 3.168 (3.366)] 2024-10-17 05:24:17,739 - Train: 42.61% [533100/1251000] [426.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001857] [CE 4.797 (4.277)] [KD 3.739 (3.419)] 2024-10-17 05:24:30,225 - Train: 42.62% [533150/1251000] [426.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001856] [CE 4.592 (4.330)] [KD 3.678 (3.423)] 2024-10-17 05:24:42,484 - Train: 42.62% [533200/1251000] [426.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001856] [CE 4.023 (4.273)] [KD 3.103 (3.430)] 2024-10-17 05:24:55,176 - Train: 42.63% [533250/1251000] [426.3/1000.0] [batch_t 0.269 (0.254)] [data_t 0.009] [optim_t 0.260] [lr 0.001856] [CE 4.289 (4.214)] [KD 3.278 (3.379)] 2024-10-17 05:25:09,050 - Train: 42.63% [533300/1251000] [426.3/1000.0] [batch_t 0.337 (0.277)] [data_t 0.009] [optim_t 0.328] [lr 0.001856] [CE 4.517 (4.210)] [KD 3.623 (3.439)] 2024-10-17 05:25:21,983 - Train: 42.63% [533350/1251000] [426.3/1000.0] [batch_t 0.309 (0.259)] [data_t 0.009] [optim_t 0.300] [lr 0.001856] [CE 4.219 (4.275)] [KD 3.504 (3.426)] 2024-10-17 05:25:35,911 - Train: 42.64% [533400/1251000] [426.4/1000.0] [batch_t 0.236 (0.278)] [data_t 0.009] [optim_t 0.227] [lr 0.001855] [CE 4.446 (4.212)] [KD 3.238 (3.357)] 2024-10-17 05:25:49,680 - Train: 42.64% [533450/1251000] [426.4/1000.0] [batch_t 0.364 (0.275)] [data_t 0.009] [optim_t 0.355] [lr 0.001855] [CE 4.355 (4.253)] [KD 3.497 (3.416)] 2024-10-17 05:26:03,628 - Train: 42.65% [533500/1251000] [426.5/1000.0] [batch_t 0.295 (0.279)] [data_t 0.009] [optim_t 0.286] [lr 0.001855] [CE 3.990 (4.229)] [KD 3.127 (3.400)] 2024-10-17 05:26:17,763 - Train: 42.65% [533550/1251000] [426.5/1000.0] [batch_t 0.319 (0.283)] [data_t 0.009] [optim_t 0.311] [lr 0.001855] [CE 3.839 (4.221)] [KD 3.167 (3.371)] 2024-10-17 05:26:31,668 - Train: 42.65% [533600/1251000] [426.5/1000.0] [batch_t 0.317 (0.278)] [data_t 0.009] [optim_t 0.308] [lr 0.001855] [CE 4.532 (4.248)] [KD 3.378 (3.406)] 2024-10-17 05:26:45,547 - Train: 42.66% [533650/1251000] [426.6/1000.0] [batch_t 0.260 (0.277)] [data_t 0.009] [optim_t 0.251] [lr 0.001855] [CE 4.230 (4.255)] [KD 3.369 (3.421)] 2024-10-17 05:26:59,082 - Train: 42.66% [533700/1251000] [426.6/1000.0] [batch_t 0.234 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.001854] [CE 4.141 (4.233)] [KD 3.324 (3.389)] 2024-10-17 05:27:11,725 - Train: 42.67% [533750/1251000] [426.7/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001854] [CE 4.503 (4.220)] [KD 3.675 (3.404)] 2024-10-17 05:27:24,610 - Train: 42.67% [533800/1251000] [426.7/1000.0] [batch_t 0.279 (0.258)] [data_t 0.009] [optim_t 0.270] [lr 0.001854] [CE 4.394 (4.262)] [KD 3.498 (3.422)] 2024-10-17 05:27:38,015 - Train: 42.67% [533850/1251000] [426.7/1000.0] [batch_t 0.287 (0.268)] [data_t 0.009] [optim_t 0.278] [lr 0.001854] [CE 4.481 (4.274)] [KD 3.374 (3.417)] 2024-10-17 05:27:51,285 - Train: 42.68% [533900/1251000] [426.8/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.001854] [CE 4.810 (4.295)] [KD 3.594 (3.422)] 2024-10-17 05:28:03,588 - Train: 42.68% [533950/1251000] [426.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001853] [CE 4.226 (4.263)] [KD 3.399 (3.455)] 2024-10-17 05:28:15,875 - Train: 42.69% [534000/1251000] [426.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001853] [CE 4.448 (4.193)] [KD 3.418 (3.379)] 2024-10-17 05:28:28,175 - Train: 42.69% [534050/1251000] [426.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001853] [CE 4.099 (4.278)] [KD 3.723 (3.444)] 2024-10-17 05:28:40,175 - Train: 42.69% [534100/1251000] [426.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001853] [CE 4.439 (4.259)] [KD 3.401 (3.380)] 2024-10-17 05:28:52,402 - Train: 42.70% [534150/1251000] [427.0/1000.0] [batch_t 0.252 (0.244)] [data_t 0.029] [optim_t 0.223] [lr 0.001853] [CE 3.863 (4.215)] [KD 3.254 (3.418)] 2024-10-17 05:29:13,017 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 37907] [top5_cnt 46504] [top_all 50000] 2024-10-17 05:29:13,018 - net: 75.814 (93.008) 2024-10-17 05:29:27,126 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.275)] [top1_cnt 39819] [top5_cnt 47381] [top_all 50000] 2024-10-17 05:29:27,127 - net_E: 79.638 (94.762) 2024-10-17 05:29:27,249 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.676 (epoch: 424)] 2024-10-17 05:29:27,250 - ==> Total time: 1 day, 14:16:07 Eta: 2 days, 3:21:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:29:37,245 - Train: 42.70% [534200/1251000] [427.0/1000.0] [batch_t 0.236 (0.364)] [data_t 0.009] [optim_t 0.227] [lr 0.001853] [CE 3.926 (4.128)] [KD 3.207 (3.331)] 2024-10-17 05:29:50,155 - Train: 42.71% [534250/1251000] [427.1/1000.0] [batch_t 0.231 (0.258)] [data_t 0.009] [optim_t 0.222] [lr 0.001852] [CE 4.571 (4.146)] [KD 3.170 (3.259)] 2024-10-17 05:30:03,267 - Train: 42.71% [534300/1251000] [427.1/1000.0] [batch_t 0.232 (0.262)] [data_t 0.009] [optim_t 0.223] [lr 0.001852] [CE 4.214 (4.168)] [KD 3.629 (3.259)] 2024-10-17 05:30:15,141 - Train: 42.71% [534350/1251000] [427.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001852] [CE 4.419 (4.248)] [KD 3.385 (3.358)] 2024-10-17 05:30:27,279 - Train: 42.72% [534400/1251000] [427.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001852] [CE 4.497 (4.311)] [KD 3.328 (3.412)] 2024-10-17 05:30:39,519 - Train: 42.72% [534450/1251000] [427.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001852] [CE 4.356 (4.200)] [KD 3.504 (3.350)] 2024-10-17 05:30:52,554 - Train: 42.73% [534500/1251000] [427.3/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.001851] [CE 4.247 (4.243)] [KD 3.404 (3.417)] 2024-10-17 05:31:05,782 - Train: 42.73% [534550/1251000] [427.3/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.001851] [CE 4.506 (4.217)] [KD 3.439 (3.366)] 2024-10-17 05:31:19,309 - Train: 42.73% [534600/1251000] [427.3/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.001851] [CE 4.239 (4.285)] [KD 3.255 (3.368)] 2024-10-17 05:31:33,003 - Train: 42.74% [534650/1251000] [427.4/1000.0] [batch_t 0.247 (0.274)] [data_t 0.009] [optim_t 0.238] [lr 0.001851] [CE 4.059 (4.296)] [KD 3.410 (3.437)] 2024-10-17 05:31:46,253 - Train: 42.74% [534700/1251000] [427.4/1000.0] [batch_t 0.366 (0.265)] [data_t 0.009] [optim_t 0.357] [lr 0.001851] [CE 3.978 (4.234)] [KD 3.242 (3.405)] 2024-10-17 05:31:58,006 - Train: 42.75% [534750/1251000] [427.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001851] [CE 3.253 (4.189)] [KD 2.796 (3.387)] 2024-10-17 05:32:10,589 - Train: 42.75% [534800/1251000] [427.5/1000.0] [batch_t 0.373 (0.252)] [data_t 0.009] [optim_t 0.364] [lr 0.001850] [CE 4.558 (4.256)] [KD 3.656 (3.380)] 2024-10-17 05:32:23,157 - Train: 42.75% [534850/1251000] [427.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001850] [CE 4.279 (4.275)] [KD 3.347 (3.399)] 2024-10-17 05:32:35,793 - Train: 42.76% [534900/1251000] [427.6/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001850] [CE 4.256 (4.256)] [KD 3.436 (3.385)] 2024-10-17 05:32:48,659 - Train: 42.76% [534950/1251000] [427.6/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.001850] [CE 4.207 (4.217)] [KD 3.288 (3.370)] 2024-10-17 05:33:00,975 - Train: 42.77% [535000/1251000] [427.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001850] [CE 4.736 (4.273)] [KD 3.726 (3.412)] 2024-10-17 05:33:13,231 - Train: 42.77% [535050/1251000] [427.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001849] [CE 4.540 (4.219)] [KD 3.331 (3.390)] 2024-10-17 05:33:25,577 - Train: 42.77% [535100/1251000] [427.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001849] [CE 4.287 (4.292)] [KD 3.378 (3.481)] 2024-10-17 05:33:38,412 - Train: 42.78% [535150/1251000] [427.8/1000.0] [batch_t 0.245 (0.257)] [data_t 0.009] [optim_t 0.236] [lr 0.001849] [CE 4.426 (4.259)] [KD 3.470 (3.386)] 2024-10-17 05:33:51,928 - Train: 42.78% [535200/1251000] [427.8/1000.0] [batch_t 0.275 (0.270)] [data_t 0.009] [optim_t 0.266] [lr 0.001849] [CE 4.460 (4.269)] [KD 3.675 (3.439)] 2024-10-17 05:34:05,101 - Train: 42.79% [535250/1251000] [427.9/1000.0] [batch_t 0.253 (0.263)] [data_t 0.010] [optim_t 0.243] [lr 0.001849] [CE 4.279 (4.325)] [KD 3.284 (3.446)] 2024-10-17 05:34:18,336 - Train: 42.79% [535300/1251000] [427.9/1000.0] [batch_t 0.289 (0.265)] [data_t 0.009] [optim_t 0.281] [lr 0.001849] [CE 3.986 (4.251)] [KD 3.150 (3.427)] 2024-10-17 05:34:32,344 - Train: 42.79% [535350/1251000] [427.9/1000.0] [batch_t 0.256 (0.280)] [data_t 0.009] [optim_t 0.247] [lr 0.001848] [CE 4.484 (4.230)] [KD 3.409 (3.351)] 2024-10-17 05:34:44,988 - Train: 42.80% [535400/1251000] [428.0/1000.0] [batch_t 0.324 (0.253)] [data_t 0.009] [optim_t 0.315] [lr 0.001848] [CE 3.985 (4.114)] [KD 3.284 (3.382)] 2024-10-17 05:35:04,041 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 37867] [top5_cnt 46476] [top_all 50000] 2024-10-17 05:35:04,042 - net: 75.734 (92.952) 2024-10-17 05:35:16,647 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39852] [top5_cnt 47402] [top_all 50000] 2024-10-17 05:35:16,648 - net_E: 79.704 (94.804) 2024-10-17 05:35:16,795 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.704 (epoch: 428)] 2024-10-17 05:35:16,795 - ==> Total time: 1 day, 14:21:57 Eta: 2 days, 3:16:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:35:27,471 - Train: 42.80% [535450/1251000] [428.0/1000.0] [batch_t 0.235 (0.290)] [data_t 0.009] [optim_t 0.226] [lr 0.001848] [CE 3.995 (4.294)] [KD 3.465 (3.449)] 2024-10-17 05:35:39,777 - Train: 42.81% [535500/1251000] [428.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001848] [CE 3.840 (4.269)] [KD 3.300 (3.383)] 2024-10-17 05:35:52,420 - Train: 42.81% [535550/1251000] [428.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001848] [CE 4.438 (4.212)] [KD 3.639 (3.350)] 2024-10-17 05:36:04,474 - Train: 42.81% [535600/1251000] [428.1/1000.0] [batch_t 0.266 (0.241)] [data_t 0.009] [optim_t 0.257] [lr 0.001847] [CE 3.657 (4.296)] [KD 3.127 (3.425)] 2024-10-17 05:36:17,080 - Train: 42.82% [535650/1251000] [428.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001847] [CE 4.520 (4.210)] [KD 3.500 (3.313)] 2024-10-17 05:36:30,509 - Train: 42.82% [535700/1251000] [428.2/1000.0] [batch_t 0.300 (0.268)] [data_t 0.009] [optim_t 0.291] [lr 0.001847] [CE 4.510 (4.160)] [KD 3.593 (3.272)] 2024-10-17 05:36:44,024 - Train: 42.83% [535750/1251000] [428.3/1000.0] [batch_t 0.300 (0.270)] [data_t 0.009] [optim_t 0.291] [lr 0.001847] [CE 4.408 (4.233)] [KD 3.468 (3.329)] 2024-10-17 05:36:57,750 - Train: 42.83% [535800/1251000] [428.3/1000.0] [batch_t 0.274 (0.274)] [data_t 0.009] [optim_t 0.265] [lr 0.001847] [CE 4.195 (4.227)] [KD 3.272 (3.326)] 2024-10-17 05:37:11,435 - Train: 42.83% [535850/1251000] [428.3/1000.0] [batch_t 0.293 (0.274)] [data_t 0.009] [optim_t 0.284] [lr 0.001847] [CE 4.414 (4.292)] [KD 3.419 (3.452)] 2024-10-17 05:37:25,169 - Train: 42.84% [535900/1251000] [428.4/1000.0] [batch_t 0.242 (0.275)] [data_t 0.009] [optim_t 0.233] [lr 0.001846] [CE 3.658 (4.246)] [KD 3.377 (3.399)] 2024-10-17 05:37:37,852 - Train: 42.84% [535950/1251000] [428.4/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001846] [CE 3.802 (4.219)] [KD 3.057 (3.370)] 2024-10-17 05:37:50,725 - Train: 42.85% [536000/1251000] [428.5/1000.0] [batch_t 0.246 (0.257)] [data_t 0.009] [optim_t 0.237] [lr 0.001846] [CE 4.005 (4.253)] [KD 3.159 (3.363)] 2024-10-17 05:38:03,313 - Train: 42.85% [536050/1251000] [428.5/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.001846] [CE 4.211 (4.282)] [KD 3.494 (3.438)] 2024-10-17 05:38:16,152 - Train: 42.85% [536100/1251000] [428.5/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.001846] [CE 4.347 (4.191)] [KD 3.283 (3.383)] 2024-10-17 05:38:29,249 - Train: 42.86% [536150/1251000] [428.6/1000.0] [batch_t 0.271 (0.262)] [data_t 0.009] [optim_t 0.262] [lr 0.001845] [CE 4.096 (4.269)] [KD 3.312 (3.376)] 2024-10-17 05:38:42,159 - Train: 42.86% [536200/1251000] [428.6/1000.0] [batch_t 0.235 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.001845] [CE 4.908 (4.270)] [KD 3.825 (3.442)] 2024-10-17 05:38:55,567 - Train: 42.87% [536250/1251000] [428.7/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.231] [lr 0.001845] [CE 4.412 (4.243)] [KD 3.652 (3.408)] 2024-10-17 05:39:08,919 - Train: 42.87% [536300/1251000] [428.7/1000.0] [batch_t 0.237 (0.267)] [data_t 0.009] [optim_t 0.228] [lr 0.001845] [CE 4.181 (4.270)] [KD 3.338 (3.389)] 2024-10-17 05:39:21,553 - Train: 42.87% [536350/1251000] [428.7/1000.0] [batch_t 0.261 (0.253)] [data_t 0.009] [optim_t 0.253] [lr 0.001845] [CE 3.997 (4.207)] [KD 3.425 (3.427)] 2024-10-17 05:39:34,201 - Train: 42.88% [536400/1251000] [428.8/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001845] [CE 3.818 (4.155)] [KD 3.195 (3.355)] 2024-10-17 05:39:47,606 - Train: 42.88% [536450/1251000] [428.8/1000.0] [batch_t 0.300 (0.268)] [data_t 0.009] [optim_t 0.292] [lr 0.001844] [CE 4.040 (4.211)] [KD 3.142 (3.389)] 2024-10-17 05:40:00,915 - Train: 42.89% [536500/1251000] [428.9/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.001844] [CE 4.144 (4.176)] [KD 3.192 (3.391)] 2024-10-17 05:40:13,315 - Train: 42.89% [536550/1251000] [428.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001844] [CE 4.312 (4.281)] [KD 3.501 (3.401)] 2024-10-17 05:40:26,297 - Train: 42.89% [536600/1251000] [428.9/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.001844] [CE 4.500 (4.204)] [KD 3.612 (3.413)] 2024-10-17 05:40:38,933 - Train: 42.90% [536650/1251000] [429.0/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001844] [CE 4.625 (4.253)] [KD 3.671 (3.440)] 2024-10-17 05:40:58,351 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 37936] [top5_cnt 46494] [top_all 50000] 2024-10-17 05:40:58,352 - net: 75.872 (92.988) 2024-10-17 05:41:10,940 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39857] [top5_cnt 47402] [top_all 50000] 2024-10-17 05:41:10,941 - net_E: 79.714 (94.804) 2024-10-17 05:41:11,097 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.714 (epoch: 429)] 2024-10-17 05:41:11,098 - ==> Total time: 1 day, 14:27:51 Eta: 2 days, 3:11:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:41:21,891 - Train: 42.90% [536700/1251000] [429.0/1000.0] [batch_t 0.237 (0.289)] [data_t 0.009] [optim_t 0.228] [lr 0.001843] [CE 4.384 (4.289)] [KD 3.307 (3.387)] 2024-10-17 05:41:34,983 - Train: 42.91% [536750/1251000] [429.1/1000.0] [batch_t 0.252 (0.262)] [data_t 0.009] [optim_t 0.243] [lr 0.001843] [CE 4.409 (4.248)] [KD 3.685 (3.391)] 2024-10-17 05:41:48,519 - Train: 42.91% [536800/1251000] [429.1/1000.0] [batch_t 0.281 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.001843] [CE 4.155 (4.198)] [KD 3.395 (3.363)] 2024-10-17 05:42:01,360 - Train: 42.91% [536850/1251000] [429.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.001843] [CE 4.437 (4.155)] [KD 3.410 (3.326)] 2024-10-17 05:42:13,908 - Train: 42.92% [536900/1251000] [429.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001843] [CE 4.062 (4.248)] [KD 3.449 (3.393)] 2024-10-17 05:42:26,465 - Train: 42.92% [536950/1251000] [429.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001843] [CE 4.085 (4.249)] [KD 3.217 (3.394)] 2024-10-17 05:42:39,376 - Train: 42.93% [537000/1251000] [429.3/1000.0] [batch_t 0.289 (0.258)] [data_t 0.009] [optim_t 0.280] [lr 0.001842] [CE 4.025 (4.178)] [KD 3.305 (3.305)] 2024-10-17 05:42:52,677 - Train: 42.93% [537050/1251000] [429.3/1000.0] [batch_t 0.273 (0.266)] [data_t 0.009] [optim_t 0.264] [lr 0.001842] [CE 4.134 (4.317)] [KD 3.357 (3.419)] 2024-10-17 05:43:06,845 - Train: 42.93% [537100/1251000] [429.3/1000.0] [batch_t 0.275 (0.283)] [data_t 0.009] [optim_t 0.266] [lr 0.001842] [CE 4.584 (4.237)] [KD 3.585 (3.366)] 2024-10-17 05:43:20,844 - Train: 42.94% [537150/1251000] [429.4/1000.0] [batch_t 0.267 (0.280)] [data_t 0.009] [optim_t 0.258] [lr 0.001842] [CE 3.829 (4.219)] [KD 3.330 (3.380)] 2024-10-17 05:43:34,827 - Train: 42.94% [537200/1251000] [429.4/1000.0] [batch_t 0.285 (0.280)] [data_t 0.009] [optim_t 0.276] [lr 0.001842] [CE 4.465 (4.228)] [KD 3.636 (3.362)] 2024-10-17 05:43:48,321 - Train: 42.95% [537250/1251000] [429.5/1000.0] [batch_t 0.236 (0.270)] [data_t 0.010] [optim_t 0.226] [lr 0.001841] [CE 4.415 (4.322)] [KD 3.582 (3.464)] 2024-10-17 05:44:01,126 - Train: 42.95% [537300/1251000] [429.5/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.001841] [CE 3.937 (4.226)] [KD 3.257 (3.396)] 2024-10-17 05:44:14,621 - Train: 42.95% [537350/1251000] [429.5/1000.0] [batch_t 0.307 (0.270)] [data_t 0.009] [optim_t 0.298] [lr 0.001841] [CE 4.480 (4.203)] [KD 3.477 (3.349)] 2024-10-17 05:44:27,773 - Train: 42.96% [537400/1251000] [429.6/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.001841] [CE 4.386 (4.205)] [KD 3.691 (3.368)] 2024-10-17 05:44:40,545 - Train: 42.96% [537450/1251000] [429.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.001841] [CE 4.535 (4.225)] [KD 3.502 (3.384)] 2024-10-17 05:44:52,523 - Train: 42.97% [537500/1251000] [429.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001841] [CE 4.014 (4.205)] [KD 3.391 (3.384)] 2024-10-17 05:45:04,385 - Train: 42.97% [537550/1251000] [429.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001840] [CE 4.185 (4.298)] [KD 3.496 (3.389)] 2024-10-17 05:45:18,826 - Train: 42.97% [537600/1251000] [429.7/1000.0] [batch_t 0.306 (0.289)] [data_t 0.009] [optim_t 0.297] [lr 0.001840] [CE 4.528 (4.240)] [KD 3.578 (3.383)] 2024-10-17 05:45:33,002 - Train: 42.98% [537650/1251000] [429.8/1000.0] [batch_t 0.303 (0.283)] [data_t 0.009] [optim_t 0.294] [lr 0.001840] [CE 4.082 (4.243)] [KD 3.114 (3.437)] 2024-10-17 05:45:46,824 - Train: 42.98% [537700/1251000] [429.8/1000.0] [batch_t 0.284 (0.276)] [data_t 0.009] [optim_t 0.275] [lr 0.001840] [CE 4.548 (4.260)] [KD 3.605 (3.374)] 2024-10-17 05:46:00,324 - Train: 42.99% [537750/1251000] [429.9/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.001840] [CE 4.586 (4.230)] [KD 3.359 (3.452)] 2024-10-17 05:46:12,981 - Train: 42.99% [537800/1251000] [429.9/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001839] [CE 3.820 (4.240)] [KD 3.070 (3.388)] 2024-10-17 05:46:26,056 - Train: 42.99% [537850/1251000] [429.9/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.228] [lr 0.001839] [CE 4.379 (4.279)] [KD 3.424 (3.401)] 2024-10-17 05:46:38,474 - Train: 43.00% [537900/1251000] [430.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001839] [CE 4.060 (4.287)] [KD 3.390 (3.434)] 2024-10-17 05:46:59,919 - Test (net): 100.00% [50/50] [batch_t 0.112 (0.276)] [top1_cnt 37706] [top5_cnt 46405] [top_all 50000] 2024-10-17 05:46:59,919 - net: 75.412 (92.810) 2024-10-17 05:47:13,864 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.271)] [top1_cnt 39867] [top5_cnt 47414] [top_all 50000] 2024-10-17 05:47:13,864 - net_E: 79.734 (94.828) 2024-10-17 05:47:14,044 - Max [top1: 75.992 (epoch: 419)] [top1-ema: 79.734 (epoch: 430)] 2024-10-17 05:47:14,044 - ==> Total time: 1 day, 14:33:54 Eta: 2 days, 3:07:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:47:24,767 - Train: 43.00% [537950/1251000] [430.0/1000.0] [batch_t 0.235 (0.312)] [data_t 0.009] [optim_t 0.226] [lr 0.001839] [CE 4.370 (4.266)] [KD 3.733 (3.381)] 2024-10-17 05:47:37,361 - Train: 43.01% [538000/1251000] [430.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001839] [CE 4.236 (4.189)] [KD 3.371 (3.384)] 2024-10-17 05:47:51,185 - Train: 43.01% [538050/1251000] [430.1/1000.0] [batch_t 0.271 (0.276)] [data_t 0.009] [optim_t 0.262] [lr 0.001839] [CE 4.347 (4.230)] [KD 3.325 (3.356)] 2024-10-17 05:48:04,180 - Train: 43.01% [538100/1251000] [430.1/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.001838] [CE 4.617 (4.208)] [KD 3.406 (3.353)] 2024-10-17 05:48:16,639 - Train: 43.02% [538150/1251000] [430.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001838] [CE 4.497 (4.309)] [KD 3.524 (3.385)] 2024-10-17 05:48:29,465 - Train: 43.02% [538200/1251000] [430.2/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.001838] [CE 3.956 (4.324)] [KD 3.003 (3.368)] 2024-10-17 05:48:42,014 - Train: 43.03% [538250/1251000] [430.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001838] [CE 4.184 (4.246)] [KD 3.231 (3.347)] 2024-10-17 05:48:55,103 - Train: 43.03% [538300/1251000] [430.3/1000.0] [batch_t 0.303 (0.262)] [data_t 0.009] [optim_t 0.294] [lr 0.001838] [CE 4.205 (4.164)] [KD 3.346 (3.352)] 2024-10-17 05:49:08,732 - Train: 43.03% [538350/1251000] [430.3/1000.0] [batch_t 0.294 (0.272)] [data_t 0.009] [optim_t 0.284] [lr 0.001837] [CE 4.429 (4.255)] [KD 3.268 (3.355)] 2024-10-17 05:49:22,353 - Train: 43.04% [538400/1251000] [430.4/1000.0] [batch_t 0.232 (0.272)] [data_t 0.009] [optim_t 0.223] [lr 0.001837] [CE 4.101 (4.161)] [KD 3.311 (3.349)] 2024-10-17 05:49:35,697 - Train: 43.04% [538450/1251000] [430.4/1000.0] [batch_t 0.233 (0.267)] [data_t 0.009] [optim_t 0.223] [lr 0.001837] [CE 3.659 (4.271)] [KD 3.059 (3.409)] 2024-10-17 05:49:49,334 - Train: 43.05% [538500/1251000] [430.5/1000.0] [batch_t 0.513 (0.273)] [data_t 0.009] [optim_t 0.505] [lr 0.001837] [CE 4.654 (4.307)] [KD 3.478 (3.420)] 2024-10-17 05:50:01,513 - Train: 43.05% [538550/1251000] [430.5/1000.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.257] [lr 0.001837] [CE 3.956 (4.207)] [KD 3.406 (3.424)] 2024-10-17 05:50:14,260 - Train: 43.05% [538600/1251000] [430.5/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001837] [CE 4.803 (4.243)] [KD 3.504 (3.377)] 2024-10-17 05:50:26,660 - Train: 43.06% [538650/1251000] [430.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001836] [CE 3.919 (4.255)] [KD 3.226 (3.404)] 2024-10-17 05:50:38,942 - Train: 43.06% [538700/1251000] [430.6/1000.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.244] [lr 0.001836] [CE 4.015 (4.260)] [KD 3.134 (3.412)] 2024-10-17 05:50:51,784 - Train: 43.07% [538750/1251000] [430.7/1000.0] [batch_t 0.266 (0.257)] [data_t 0.009] [optim_t 0.257] [lr 0.001836] [CE 4.483 (4.271)] [KD 3.670 (3.374)] 2024-10-17 05:51:05,435 - Train: 43.07% [538800/1251000] [430.7/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.001836] [CE 4.379 (4.221)] [KD 3.581 (3.381)] 2024-10-17 05:51:19,407 - Train: 43.07% [538850/1251000] [430.7/1000.0] [batch_t 0.253 (0.279)] [data_t 0.009] [optim_t 0.245] [lr 0.001836] [CE 4.237 (4.224)] [KD 3.588 (3.410)] 2024-10-17 05:51:33,438 - Train: 43.08% [538900/1251000] [430.8/1000.0] [batch_t 0.312 (0.280)] [data_t 0.009] [optim_t 0.303] [lr 0.001835] [CE 4.430 (4.213)] [KD 3.381 (3.350)] 2024-10-17 05:51:47,669 - Train: 43.08% [538950/1251000] [430.8/1000.0] [batch_t 0.341 (0.285)] [data_t 0.009] [optim_t 0.332] [lr 0.001835] [CE 4.148 (4.151)] [KD 3.217 (3.371)] 2024-10-17 05:52:00,843 - Train: 43.09% [539000/1251000] [430.9/1000.0] [batch_t 0.410 (0.263)] [data_t 0.009] [optim_t 0.401] [lr 0.001835] [CE 3.959 (4.211)] [KD 3.333 (3.366)] 2024-10-17 05:52:13,572 - Train: 43.09% [539050/1251000] [430.9/1000.0] [batch_t 0.295 (0.254)] [data_t 0.009] [optim_t 0.286] [lr 0.001835] [CE 4.449 (4.278)] [KD 3.400 (3.395)] 2024-10-17 05:52:26,482 - Train: 43.09% [539100/1251000] [430.9/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.001835] [CE 4.499 (4.290)] [KD 3.395 (3.426)] 2024-10-17 05:52:39,219 - Train: 43.10% [539150/1251000] [431.0/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001835] [CE 3.908 (4.213)] [KD 3.304 (3.385)] 2024-10-17 05:52:59,336 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 38006] [top5_cnt 46609] [top_all 50000] 2024-10-17 05:52:59,336 - net: 76.012 (93.218) 2024-10-17 05:53:11,904 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39840] [top5_cnt 47400] [top_all 50000] 2024-10-17 05:53:11,905 - net_E: 79.680 (94.800) 2024-10-17 05:53:12,030 - Max [top1: 76.012 (epoch: 431)] [top1-ema: 79.734 (epoch: 430)] 2024-10-17 05:53:12,030 - ==> Total time: 1 day, 14:39:52 Eta: 2 days, 3:02:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:53:22,971 - Train: 43.10% [539200/1251000] [431.0/1000.0] [batch_t 0.240 (0.341)] [data_t 0.009] [optim_t 0.232] [lr 0.001834] [CE 4.260 (4.258)] [KD 3.403 (3.361)] 2024-10-17 05:53:35,291 - Train: 43.11% [539250/1251000] [431.1/1000.0] [batch_t 0.290 (0.246)] [data_t 0.009] [optim_t 0.282] [lr 0.001834] [CE 4.099 (4.192)] [KD 3.446 (3.385)] 2024-10-17 05:53:49,517 - Train: 43.11% [539300/1251000] [431.1/1000.0] [batch_t 0.269 (0.284)] [data_t 0.009] [optim_t 0.260] [lr 0.001834] [CE 4.204 (4.241)] [KD 3.290 (3.342)] 2024-10-17 05:54:03,377 - Train: 43.11% [539350/1251000] [431.1/1000.0] [batch_t 0.273 (0.277)] [data_t 0.009] [optim_t 0.264] [lr 0.001834] [CE 4.131 (4.316)] [KD 3.316 (3.383)] 2024-10-17 05:54:17,127 - Train: 43.12% [539400/1251000] [431.2/1000.0] [batch_t 0.360 (0.275)] [data_t 0.009] [optim_t 0.351] [lr 0.001834] [CE 4.123 (4.277)] [KD 3.296 (3.388)] 2024-10-17 05:54:29,918 - Train: 43.12% [539450/1251000] [431.2/1000.0] [batch_t 0.273 (0.256)] [data_t 0.009] [optim_t 0.264] [lr 0.001833] [CE 4.696 (4.198)] [KD 3.633 (3.349)] 2024-10-17 05:54:42,695 - Train: 43.13% [539500/1251000] [431.3/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.001833] [CE 4.461 (4.297)] [KD 3.379 (3.394)] 2024-10-17 05:54:55,470 - Train: 43.13% [539550/1251000] [431.3/1000.0] [batch_t 0.246 (0.255)] [data_t 0.009] [optim_t 0.237] [lr 0.001833] [CE 4.210 (4.243)] [KD 3.371 (3.330)] 2024-10-17 05:55:08,284 - Train: 43.13% [539600/1251000] [431.3/1000.0] [batch_t 0.264 (0.256)] [data_t 0.009] [optim_t 0.255] [lr 0.001833] [CE 4.668 (4.215)] [KD 3.700 (3.379)] 2024-10-17 05:55:21,722 - Train: 43.14% [539650/1251000] [431.4/1000.0] [batch_t 0.307 (0.269)] [data_t 0.009] [optim_t 0.299] [lr 0.001833] [CE 4.280 (4.212)] [KD 3.573 (3.396)] 2024-10-17 05:55:35,706 - Train: 43.14% [539700/1251000] [431.4/1000.0] [batch_t 0.278 (0.280)] [data_t 0.009] [optim_t 0.269] [lr 0.001833] [CE 4.343 (4.220)] [KD 3.387 (3.359)] 2024-10-17 05:55:49,573 - Train: 43.15% [539750/1251000] [431.5/1000.0] [batch_t 0.259 (0.277)] [data_t 0.009] [optim_t 0.250] [lr 0.001832] [CE 4.377 (4.267)] [KD 3.442 (3.404)] 2024-10-17 05:56:03,415 - Train: 43.15% [539800/1251000] [431.5/1000.0] [batch_t 0.261 (0.277)] [data_t 0.009] [optim_t 0.252] [lr 0.001832] [CE 4.167 (4.180)] [KD 3.089 (3.378)] 2024-10-17 05:56:17,189 - Train: 43.15% [539850/1251000] [431.5/1000.0] [batch_t 0.246 (0.275)] [data_t 0.009] [optim_t 0.237] [lr 0.001832] [CE 4.522 (4.244)] [KD 3.525 (3.383)] 2024-10-17 05:56:29,821 - Train: 43.16% [539900/1251000] [431.6/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001832] [CE 4.361 (4.250)] [KD 3.442 (3.411)] 2024-10-17 05:56:42,382 - Train: 43.16% [539950/1251000] [431.6/1000.0] [batch_t 0.285 (0.251)] [data_t 0.009] [optim_t 0.276] [lr 0.001832] [CE 4.374 (4.206)] [KD 3.441 (3.335)] 2024-10-17 05:56:55,086 - Train: 43.17% [540000/1251000] [431.7/1000.0] [batch_t 0.266 (0.254)] [data_t 0.009] [optim_t 0.257] [lr 0.001831] [CE 4.063 (4.224)] [KD 3.233 (3.433)] 2024-10-17 05:57:08,105 - Train: 43.17% [540050/1251000] [431.7/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.001831] [CE 3.511 (4.249)] [KD 2.865 (3.386)] 2024-10-17 05:57:21,761 - Train: 43.17% [540100/1251000] [431.7/1000.0] [batch_t 0.250 (0.273)] [data_t 0.009] [optim_t 0.241] [lr 0.001831] [CE 3.790 (4.261)] [KD 3.154 (3.354)] 2024-10-17 05:57:35,759 - Train: 43.18% [540150/1251000] [431.8/1000.0] [batch_t 0.310 (0.280)] [data_t 0.009] [optim_t 0.301] [lr 0.001831] [CE 4.327 (4.242)] [KD 3.405 (3.373)] 2024-10-17 05:57:48,907 - Train: 43.18% [540200/1251000] [431.8/1000.0] [batch_t 0.245 (0.263)] [data_t 0.009] [optim_t 0.236] [lr 0.001831] [CE 3.883 (4.205)] [KD 3.166 (3.383)] 2024-10-17 05:58:02,346 - Train: 43.19% [540250/1251000] [431.9/1000.0] [batch_t 0.263 (0.269)] [data_t 0.009] [optim_t 0.255] [lr 0.001830] [CE 3.992 (4.317)] [KD 3.399 (3.475)] 2024-10-17 05:58:14,913 - Train: 43.19% [540300/1251000] [431.9/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001830] [CE 4.464 (4.269)] [KD 3.645 (3.432)] 2024-10-17 05:58:27,645 - Train: 43.19% [540350/1251000] [431.9/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001830] [CE 4.907 (4.233)] [KD 3.690 (3.406)] 2024-10-17 05:58:40,591 - Train: 43.20% [540400/1251000] [432.0/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.001830] [CE 3.718 (4.196)] [KD 3.111 (3.370)] 2024-10-17 05:59:00,696 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.245)] [top1_cnt 37988] [top5_cnt 46564] [top_all 50000] 2024-10-17 05:59:00,696 - net: 75.976 (93.128) 2024-10-17 05:59:14,444 - Test (net_E): 100.00% [50/50] [batch_t 0.125 (0.268)] [top1_cnt 39859] [top5_cnt 47429] [top_all 50000] 2024-10-17 05:59:14,444 - net_E: 79.718 (94.858) 2024-10-17 05:59:14,587 - Max [top1: 76.012 (epoch: 431)] [top1-ema: 79.734 (epoch: 430)] 2024-10-17 05:59:14,587 - ==> Total time: 1 day, 14:45:55 Eta: 2 days, 2:58:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 05:59:23,305 - Train: 43.20% [540450/1251000] [432.0/1000.0] [batch_t 0.236 (0.411)] [data_t 0.009] [optim_t 0.227] [lr 0.001830] [CE 4.765 (4.261)] [KD 3.617 (3.331)] 2024-10-17 05:59:35,768 - Train: 43.21% [540500/1251000] [432.1/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.001830] [CE 4.415 (4.167)] [KD 3.511 (3.293)] 2024-10-17 05:59:49,062 - Train: 43.21% [540550/1251000] [432.1/1000.0] [batch_t 0.268 (0.266)] [data_t 0.009] [optim_t 0.259] [lr 0.001829] [CE 3.365 (4.173)] [KD 2.894 (3.309)] 2024-10-17 06:00:02,744 - Train: 43.21% [540600/1251000] [432.1/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.001829] [CE 4.170 (4.243)] [KD 3.323 (3.354)] 2024-10-17 06:00:15,258 - Train: 43.22% [540650/1251000] [432.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001829] [CE 4.353 (4.233)] [KD 3.313 (3.353)] 2024-10-17 06:00:27,352 - Train: 43.22% [540700/1251000] [432.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001829] [CE 3.899 (4.190)] [KD 3.141 (3.379)] 2024-10-17 06:00:40,390 - Train: 43.23% [540750/1251000] [432.3/1000.0] [batch_t 0.273 (0.261)] [data_t 0.009] [optim_t 0.265] [lr 0.001829] [CE 4.042 (4.209)] [KD 3.177 (3.292)] 2024-10-17 06:00:53,811 - Train: 43.23% [540800/1251000] [432.3/1000.0] [batch_t 0.241 (0.268)] [data_t 0.009] [optim_t 0.232] [lr 0.001828] [CE 4.291 (4.213)] [KD 3.102 (3.356)] 2024-10-17 06:01:07,441 - Train: 43.23% [540850/1251000] [432.3/1000.0] [batch_t 0.267 (0.273)] [data_t 0.009] [optim_t 0.258] [lr 0.001828] [CE 4.385 (4.274)] [KD 3.509 (3.356)] 2024-10-17 06:01:21,061 - Train: 43.24% [540900/1251000] [432.4/1000.0] [batch_t 0.240 (0.272)] [data_t 0.009] [optim_t 0.231] [lr 0.001828] [CE 4.153 (4.274)] [KD 3.267 (3.369)] 2024-10-17 06:01:34,178 - Train: 43.24% [540950/1251000] [432.4/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.001828] [CE 4.125 (4.222)] [KD 3.312 (3.375)] 2024-10-17 06:01:46,312 - Train: 43.25% [541000/1251000] [432.5/1000.0] [batch_t 0.273 (0.243)] [data_t 0.009] [optim_t 0.264] [lr 0.001828] [CE 4.619 (4.200)] [KD 3.463 (3.372)] 2024-10-17 06:01:58,732 - Train: 43.25% [541050/1251000] [432.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001828] [CE 4.458 (4.201)] [KD 3.429 (3.438)] 2024-10-17 06:02:11,647 - Train: 43.25% [541100/1251000] [432.5/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001827] [CE 4.490 (4.247)] [KD 3.468 (3.371)] 2024-10-17 06:02:24,605 - Train: 43.26% [541150/1251000] [432.6/1000.0] [batch_t 0.274 (0.259)] [data_t 0.009] [optim_t 0.265] [lr 0.001827] [CE 4.312 (4.298)] [KD 3.330 (3.410)] 2024-10-17 06:02:37,931 - Train: 43.26% [541200/1251000] [432.6/1000.0] [batch_t 0.235 (0.266)] [data_t 0.009] [optim_t 0.226] [lr 0.001827] [CE 4.049 (4.218)] [KD 3.099 (3.340)] 2024-10-17 06:02:51,324 - Train: 43.27% [541250/1251000] [432.7/1000.0] [batch_t 0.239 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.001827] [CE 4.236 (4.210)] [KD 3.250 (3.315)] 2024-10-17 06:03:04,359 - Train: 43.27% [541300/1251000] [432.7/1000.0] [batch_t 0.270 (0.261)] [data_t 0.009] [optim_t 0.261] [lr 0.001827] [CE 4.441 (4.315)] [KD 3.711 (3.400)] 2024-10-17 06:03:16,556 - Train: 43.27% [541350/1251000] [432.7/1000.0] [batch_t 0.283 (0.244)] [data_t 0.009] [optim_t 0.274] [lr 0.001826] [CE 4.307 (4.229)] [KD 3.523 (3.391)] 2024-10-17 06:03:29,482 - Train: 43.28% [541400/1251000] [432.8/1000.0] [batch_t 0.254 (0.258)] [data_t 0.009] [optim_t 0.245] [lr 0.001826] [CE 4.171 (4.217)] [KD 3.544 (3.372)] 2024-10-17 06:03:42,823 - Train: 43.28% [541450/1251000] [432.8/1000.0] [batch_t 0.254 (0.267)] [data_t 0.009] [optim_t 0.245] [lr 0.001826] [CE 4.224 (4.296)] [KD 3.225 (3.419)] 2024-10-17 06:03:56,394 - Train: 43.29% [541500/1251000] [432.9/1000.0] [batch_t 0.548 (0.271)] [data_t 0.009] [optim_t 0.539] [lr 0.001826] [CE 4.427 (4.253)] [KD 3.280 (3.390)] 2024-10-17 06:04:09,305 - Train: 43.29% [541550/1251000] [432.9/1000.0] [batch_t 0.287 (0.258)] [data_t 0.009] [optim_t 0.279] [lr 0.001826] [CE 4.556 (4.272)] [KD 3.524 (3.352)] 2024-10-17 06:04:22,518 - Train: 43.29% [541600/1251000] [432.9/1000.0] [batch_t 0.258 (0.264)] [data_t 0.009] [optim_t 0.249] [lr 0.001826] [CE 4.220 (4.227)] [KD 3.251 (3.349)] 2024-10-17 06:04:34,631 - Train: 43.30% [541650/1251000] [433.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001825] [CE 3.850 (4.215)] [KD 3.357 (3.378)] 2024-10-17 06:04:55,064 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38030] [top5_cnt 46531] [top_all 50000] 2024-10-17 06:04:55,064 - net: 76.060 (93.062) 2024-10-17 06:05:07,960 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 39874] [top5_cnt 47442] [top_all 50000] 2024-10-17 06:05:07,961 - net_E: 79.748 (94.884) 2024-10-17 06:05:08,106 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:05:08,106 - ==> Total time: 1 day, 14:51:48 Eta: 2 days, 2:53:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:05:19,295 - Train: 43.30% [541700/1251000] [433.0/1000.0] [batch_t 0.241 (0.346)] [data_t 0.009] [optim_t 0.232] [lr 0.001825] [CE 4.310 (4.137)] [KD 3.443 (3.257)] 2024-10-17 06:05:32,624 - Train: 43.31% [541750/1251000] [433.1/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.001825] [CE 3.513 (4.229)] [KD 2.986 (3.297)] 2024-10-17 06:05:46,149 - Train: 43.31% [541800/1251000] [433.1/1000.0] [batch_t 0.288 (0.270)] [data_t 0.062] [optim_t 0.226] [lr 0.001825] [CE 4.377 (4.268)] [KD 3.313 (3.386)] 2024-10-17 06:05:59,765 - Train: 43.31% [541850/1251000] [433.1/1000.0] [batch_t 0.284 (0.272)] [data_t 0.051] [optim_t 0.232] [lr 0.001825] [CE 3.886 (4.190)] [KD 3.370 (3.360)] 2024-10-17 06:06:12,952 - Train: 43.32% [541900/1251000] [433.2/1000.0] [batch_t 0.315 (0.264)] [data_t 0.009] [optim_t 0.306] [lr 0.001824] [CE 4.162 (4.148)] [KD 3.259 (3.291)] 2024-10-17 06:06:25,161 - Train: 43.32% [541950/1251000] [433.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001824] [CE 4.375 (4.252)] [KD 3.397 (3.399)] 2024-10-17 06:06:38,439 - Train: 43.33% [542000/1251000] [433.3/1000.0] [batch_t 0.239 (0.265)] [data_t 0.009] [optim_t 0.230] [lr 0.001824] [CE 3.913 (4.202)] [KD 3.195 (3.342)] 2024-10-17 06:06:51,611 - Train: 43.33% [542050/1251000] [433.3/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.001824] [CE 4.434 (4.259)] [KD 3.855 (3.373)] 2024-10-17 06:07:05,034 - Train: 43.33% [542100/1251000] [433.3/1000.0] [batch_t 0.238 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.001824] [CE 4.591 (4.228)] [KD 3.519 (3.371)] 2024-10-17 06:07:18,847 - Train: 43.34% [542150/1251000] [433.4/1000.0] [batch_t 0.276 (0.276)] [data_t 0.009] [optim_t 0.267] [lr 0.001824] [CE 3.892 (4.288)] [KD 3.432 (3.417)] 2024-10-17 06:07:32,561 - Train: 43.34% [542200/1251000] [433.4/1000.0] [batch_t 0.273 (0.274)] [data_t 0.009] [optim_t 0.264] [lr 0.001823] [CE 3.775 (4.263)] [KD 3.110 (3.444)] 2024-10-17 06:07:46,676 - Train: 43.35% [542250/1251000] [433.5/1000.0] [batch_t 0.268 (0.282)] [data_t 0.009] [optim_t 0.259] [lr 0.001823] [CE 4.145 (4.232)] [KD 3.248 (3.413)] 2024-10-17 06:08:00,590 - Train: 43.35% [542300/1251000] [433.5/1000.0] [batch_t 0.286 (0.278)] [data_t 0.009] [optim_t 0.277] [lr 0.001823] [CE 4.266 (4.206)] [KD 3.506 (3.383)] 2024-10-17 06:08:14,632 - Train: 43.35% [542350/1251000] [433.5/1000.0] [batch_t 0.237 (0.281)] [data_t 0.009] [optim_t 0.228] [lr 0.001823] [CE 4.208 (4.234)] [KD 3.497 (3.395)] 2024-10-17 06:08:27,330 - Train: 43.36% [542400/1251000] [433.6/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.001823] [CE 4.840 (4.187)] [KD 3.561 (3.365)] 2024-10-17 06:08:40,546 - Train: 43.36% [542450/1251000] [433.6/1000.0] [batch_t 0.312 (0.264)] [data_t 0.009] [optim_t 0.303] [lr 0.001822] [CE 4.328 (4.259)] [KD 3.221 (3.341)] 2024-10-17 06:08:53,643 - Train: 43.37% [542500/1251000] [433.7/1000.0] [batch_t 0.273 (0.262)] [data_t 0.009] [optim_t 0.264] [lr 0.001822] [CE 4.167 (4.306)] [KD 3.423 (3.382)] 2024-10-17 06:09:07,944 - Train: 43.37% [542550/1251000] [433.7/1000.0] [batch_t 0.266 (0.286)] [data_t 0.009] [optim_t 0.256] [lr 0.001822] [CE 4.686 (4.274)] [KD 3.620 (3.398)] 2024-10-17 06:09:21,988 - Train: 43.37% [542600/1251000] [433.7/1000.0] [batch_t 0.252 (0.281)] [data_t 0.009] [optim_t 0.243] [lr 0.001822] [CE 4.039 (4.257)] [KD 3.323 (3.373)] 2024-10-17 06:09:36,230 - Train: 43.38% [542650/1251000] [433.8/1000.0] [batch_t 0.290 (0.285)] [data_t 0.009] [optim_t 0.281] [lr 0.001822] [CE 3.977 (4.209)] [KD 3.445 (3.396)] 2024-10-17 06:09:49,735 - Train: 43.38% [542700/1251000] [433.8/1000.0] [batch_t 0.239 (0.270)] [data_t 0.009] [optim_t 0.230] [lr 0.001822] [CE 3.999 (4.254)] [KD 3.376 (3.418)] 2024-10-17 06:10:02,651 - Train: 43.39% [542750/1251000] [433.9/1000.0] [batch_t 0.240 (0.258)] [data_t 0.009] [optim_t 0.231] [lr 0.001821] [CE 4.171 (4.203)] [KD 3.393 (3.421)] 2024-10-17 06:10:15,398 - Train: 43.39% [542800/1251000] [433.9/1000.0] [batch_t 0.301 (0.255)] [data_t 0.009] [optim_t 0.292] [lr 0.001821] [CE 3.538 (4.305)] [KD 2.931 (3.425)] 2024-10-17 06:10:28,314 - Train: 43.39% [542850/1251000] [433.9/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001821] [CE 3.834 (4.249)] [KD 3.064 (3.348)] 2024-10-17 06:10:42,193 - Train: 43.40% [542900/1251000] [434.0/1000.0] [batch_t 0.298 (0.277)] [data_t 0.009] [optim_t 0.289] [lr 0.001821] [CE 4.597 (4.304)] [KD 3.477 (3.376)] 2024-10-17 06:11:05,250 - Test (net): 100.00% [50/50] [batch_t 0.105 (0.277)] [top1_cnt 37942] [top5_cnt 46558] [top_all 50000] 2024-10-17 06:11:05,251 - net: 75.884 (93.116) 2024-10-17 06:11:19,291 - Test (net_E): 100.00% [50/50] [batch_t 0.109 (0.272)] [top1_cnt 39830] [top5_cnt 47434] [top_all 50000] 2024-10-17 06:11:19,292 - net_E: 79.660 (94.868) 2024-10-17 06:11:19,454 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:11:19,454 - ==> Total time: 1 day, 14:58:00 Eta: 2 days, 2:49:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:11:27,357 - Train: 43.40% [542950/1251000] [434.0/1000.0] [batch_t 0.234 (0.397)] [data_t 0.010] [optim_t 0.224] [lr 0.001821] [CE 4.150 (4.240)] [KD 3.323 (3.359)] 2024-10-17 06:11:40,269 - Train: 43.41% [543000/1251000] [434.1/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.001820] [CE 4.480 (4.268)] [KD 3.432 (3.318)] 2024-10-17 06:11:52,373 - Train: 43.41% [543050/1251000] [434.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001820] [CE 4.085 (4.195)] [KD 3.477 (3.322)] 2024-10-17 06:12:04,686 - Train: 43.41% [543100/1251000] [434.1/1000.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.001820] [CE 4.021 (4.222)] [KD 3.198 (3.369)] 2024-10-17 06:12:18,411 - Train: 43.42% [543150/1251000] [434.2/1000.0] [batch_t 0.248 (0.274)] [data_t 0.009] [optim_t 0.239] [lr 0.001820] [CE 4.676 (4.217)] [KD 3.664 (3.305)] 2024-10-17 06:12:32,151 - Train: 43.42% [543200/1251000] [434.2/1000.0] [batch_t 0.293 (0.275)] [data_t 0.009] [optim_t 0.284] [lr 0.001820] [CE 4.659 (4.206)] [KD 3.400 (3.321)] 2024-10-17 06:12:46,126 - Train: 43.43% [543250/1251000] [434.3/1000.0] [batch_t 0.262 (0.279)] [data_t 0.009] [optim_t 0.252] [lr 0.001820] [CE 4.521 (4.226)] [KD 3.565 (3.393)] 2024-10-17 06:12:59,918 - Train: 43.43% [543300/1251000] [434.3/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.001819] [CE 3.913 (4.233)] [KD 3.222 (3.346)] 2024-10-17 06:13:12,386 - Train: 43.43% [543350/1251000] [434.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001819] [CE 4.439 (4.219)] [KD 3.312 (3.352)] 2024-10-17 06:13:25,213 - Train: 43.44% [543400/1251000] [434.4/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.001819] [CE 3.615 (4.272)] [KD 3.126 (3.397)] 2024-10-17 06:13:38,195 - Train: 43.44% [543450/1251000] [434.4/1000.0] [batch_t 0.272 (0.260)] [data_t 0.009] [optim_t 0.263] [lr 0.001819] [CE 4.400 (4.137)] [KD 3.297 (3.316)] 2024-10-17 06:13:51,289 - Train: 43.45% [543500/1251000] [434.5/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.001819] [CE 4.024 (4.299)] [KD 3.069 (3.364)] 2024-10-17 06:14:04,956 - Train: 43.45% [543550/1251000] [434.5/1000.0] [batch_t 0.239 (0.273)] [data_t 0.009] [optim_t 0.230] [lr 0.001818] [CE 4.226 (4.257)] [KD 3.514 (3.365)] 2024-10-17 06:14:18,713 - Train: 43.45% [543600/1251000] [434.5/1000.0] [batch_t 0.293 (0.275)] [data_t 0.009] [optim_t 0.285] [lr 0.001818] [CE 3.959 (4.188)] [KD 3.245 (3.317)] 2024-10-17 06:14:32,517 - Train: 43.46% [543650/1251000] [434.6/1000.0] [batch_t 0.252 (0.276)] [data_t 0.009] [optim_t 0.243] [lr 0.001818] [CE 4.491 (4.288)] [KD 3.525 (3.429)] 2024-10-17 06:14:46,673 - Train: 43.46% [543700/1251000] [434.6/1000.0] [batch_t 0.275 (0.283)] [data_t 0.009] [optim_t 0.265] [lr 0.001818] [CE 3.945 (4.232)] [KD 3.317 (3.381)] 2024-10-17 06:14:59,982 - Train: 43.47% [543750/1251000] [434.7/1000.0] [batch_t 0.233 (0.266)] [data_t 0.009] [optim_t 0.224] [lr 0.001818] [CE 4.093 (4.254)] [KD 3.153 (3.373)] 2024-10-17 06:15:12,652 - Train: 43.47% [543800/1251000] [434.7/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001818] [CE 4.223 (4.293)] [KD 3.334 (3.404)] 2024-10-17 06:15:25,466 - Train: 43.47% [543850/1251000] [434.7/1000.0] [batch_t 0.274 (0.256)] [data_t 0.009] [optim_t 0.265] [lr 0.001817] [CE 3.733 (4.359)] [KD 3.314 (3.432)] 2024-10-17 06:15:38,801 - Train: 43.48% [543900/1251000] [434.8/1000.0] [batch_t 0.234 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.001817] [CE 4.753 (4.255)] [KD 3.728 (3.311)] 2024-10-17 06:15:51,240 - Train: 43.48% [543950/1251000] [434.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001817] [CE 3.860 (4.176)] [KD 3.247 (3.394)] 2024-10-17 06:16:05,037 - Train: 43.49% [544000/1251000] [434.9/1000.0] [batch_t 0.293 (0.276)] [data_t 0.009] [optim_t 0.284] [lr 0.001817] [CE 4.092 (4.277)] [KD 3.299 (3.399)] 2024-10-17 06:16:18,970 - Train: 43.49% [544050/1251000] [434.9/1000.0] [batch_t 0.288 (0.279)] [data_t 0.009] [optim_t 0.280] [lr 0.001817] [CE 3.689 (4.184)] [KD 3.160 (3.351)] 2024-10-17 06:16:33,030 - Train: 43.49% [544100/1251000] [434.9/1000.0] [batch_t 0.237 (0.281)] [data_t 0.009] [optim_t 0.228] [lr 0.001816] [CE 3.804 (4.253)] [KD 3.206 (3.398)] 2024-10-17 06:16:46,471 - Train: 43.50% [544150/1251000] [435.0/1000.0] [batch_t 0.252 (0.269)] [data_t 0.010] [optim_t 0.242] [lr 0.001816] [CE 3.958 (4.222)] [KD 3.219 (3.386)] 2024-10-17 06:17:08,128 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 37939] [top5_cnt 46580] [top_all 50000] 2024-10-17 06:17:08,128 - net: 75.878 (93.160) 2024-10-17 06:17:21,261 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 39847] [top5_cnt 47426] [top_all 50000] 2024-10-17 06:17:21,262 - net_E: 79.694 (94.852) 2024-10-17 06:17:21,438 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:17:21,438 - ==> Total time: 1 day, 15:04:02 Eta: 2 days, 2:44:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:17:30,408 - Train: 43.50% [544200/1251000] [435.0/1000.0] [batch_t 0.239 (0.312)] [data_t 0.009] [optim_t 0.230] [lr 0.001816] [CE 3.983 (4.158)] [KD 3.354 (3.274)] 2024-10-17 06:17:42,505 - Train: 43.51% [544250/1251000] [435.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001816] [CE 4.349 (4.166)] [KD 3.144 (3.254)] 2024-10-17 06:17:55,463 - Train: 43.51% [544300/1251000] [435.1/1000.0] [batch_t 0.278 (0.259)] [data_t 0.009] [optim_t 0.269] [lr 0.001816] [CE 4.102 (4.224)] [KD 3.267 (3.307)] 2024-10-17 06:18:09,039 - Train: 43.51% [544350/1251000] [435.1/1000.0] [batch_t 0.261 (0.271)] [data_t 0.009] [optim_t 0.252] [lr 0.001816] [CE 4.949 (4.234)] [KD 3.531 (3.347)] 2024-10-17 06:18:22,968 - Train: 43.52% [544400/1251000] [435.2/1000.0] [batch_t 0.302 (0.278)] [data_t 0.009] [optim_t 0.293] [lr 0.001815] [CE 3.888 (4.291)] [KD 3.513 (3.391)] 2024-10-17 06:18:35,808 - Train: 43.52% [544450/1251000] [435.2/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.001815] [CE 3.892 (4.213)] [KD 3.068 (3.339)] 2024-10-17 06:18:48,171 - Train: 43.53% [544500/1251000] [435.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001815] [CE 4.065 (4.204)] [KD 3.274 (3.306)] 2024-10-17 06:19:01,163 - Train: 43.53% [544550/1251000] [435.3/1000.0] [batch_t 0.264 (0.260)] [data_t 0.009] [optim_t 0.255] [lr 0.001815] [CE 3.903 (4.192)] [KD 3.154 (3.331)] 2024-10-17 06:19:14,721 - Train: 43.53% [544600/1251000] [435.3/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.001815] [CE 4.131 (4.160)] [KD 3.453 (3.338)] 2024-10-17 06:19:28,300 - Train: 43.54% [544650/1251000] [435.4/1000.0] [batch_t 0.281 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.001814] [CE 4.300 (4.313)] [KD 3.337 (3.400)] 2024-10-17 06:19:42,152 - Train: 43.54% [544700/1251000] [435.4/1000.0] [batch_t 0.243 (0.277)] [data_t 0.009] [optim_t 0.234] [lr 0.001814] [CE 3.910 (4.181)] [KD 3.054 (3.341)] 2024-10-17 06:19:56,166 - Train: 43.55% [544750/1251000] [435.5/1000.0] [batch_t 0.271 (0.280)] [data_t 0.009] [optim_t 0.262] [lr 0.001814] [CE 4.136 (4.223)] [KD 3.302 (3.334)] 2024-10-17 06:20:08,736 - Train: 43.55% [544800/1251000] [435.5/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001814] [CE 4.571 (4.240)] [KD 3.455 (3.408)] 2024-10-17 06:20:21,146 - Train: 43.55% [544850/1251000] [435.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001814] [CE 3.699 (4.225)] [KD 3.020 (3.419)] 2024-10-17 06:20:34,634 - Train: 43.56% [544900/1251000] [435.6/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.001814] [CE 4.385 (4.160)] [KD 3.465 (3.336)] 2024-10-17 06:20:47,721 - Train: 43.56% [544950/1251000] [435.6/1000.0] [batch_t 0.291 (0.262)] [data_t 0.009] [optim_t 0.282] [lr 0.001813] [CE 4.395 (4.264)] [KD 3.517 (3.309)] 2024-10-17 06:21:01,545 - Train: 43.57% [545000/1251000] [435.7/1000.0] [batch_t 0.273 (0.276)] [data_t 0.009] [optim_t 0.264] [lr 0.001813] [CE 4.255 (4.202)] [KD 3.476 (3.410)] 2024-10-17 06:21:15,226 - Train: 43.57% [545050/1251000] [435.7/1000.0] [batch_t 0.283 (0.273)] [data_t 0.009] [optim_t 0.274] [lr 0.001813] [CE 4.224 (4.228)] [KD 3.507 (3.395)] 2024-10-17 06:21:28,450 - Train: 43.57% [545100/1251000] [435.7/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.001813] [CE 3.671 (4.188)] [KD 3.227 (3.383)] 2024-10-17 06:21:40,603 - Train: 43.58% [545150/1251000] [435.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001813] [CE 4.549 (4.167)] [KD 3.582 (3.293)] 2024-10-17 06:21:53,067 - Train: 43.58% [545200/1251000] [435.8/1000.0] [batch_t 0.280 (0.249)] [data_t 0.009] [optim_t 0.272] [lr 0.001812] [CE 4.349 (4.246)] [KD 3.054 (3.338)] 2024-10-17 06:22:06,214 - Train: 43.59% [545250/1251000] [435.9/1000.0] [batch_t 0.258 (0.263)] [data_t 0.009] [optim_t 0.249] [lr 0.001812] [CE 4.054 (4.226)] [KD 3.314 (3.347)] 2024-10-17 06:22:19,575 - Train: 43.59% [545300/1251000] [435.9/1000.0] [batch_t 0.233 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.001812] [CE 4.662 (4.295)] [KD 3.615 (3.411)] 2024-10-17 06:22:33,380 - Train: 43.59% [545350/1251000] [435.9/1000.0] [batch_t 0.304 (0.276)] [data_t 0.009] [optim_t 0.295] [lr 0.001812] [CE 4.052 (4.178)] [KD 3.327 (3.383)] 2024-10-17 06:22:47,389 - Train: 43.60% [545400/1251000] [436.0/1000.0] [batch_t 0.271 (0.280)] [data_t 0.009] [optim_t 0.262] [lr 0.001812] [CE 4.562 (4.251)] [KD 3.482 (3.329)] 2024-10-17 06:23:09,350 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38002] [top5_cnt 46593] [top_all 50000] 2024-10-17 06:23:09,350 - net: 76.004 (93.186) 2024-10-17 06:23:22,357 - Test (net_E): 100.00% [50/50] [batch_t 0.107 (0.251)] [top1_cnt 39834] [top5_cnt 47437] [top_all 50000] 2024-10-17 06:23:22,358 - net_E: 79.668 (94.874) 2024-10-17 06:23:22,509 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:23:22,509 - ==> Total time: 1 day, 15:10:03 Eta: 2 days, 2:39:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:23:29,985 - Train: 43.60% [545450/1251000] [436.0/1000.0] [batch_t 0.234 (0.431)] [data_t 0.009] [optim_t 0.225] [lr 0.001812] [CE 4.113 (4.247)] [KD 3.286 (3.329)] 2024-10-17 06:23:42,101 - Train: 43.61% [545500/1251000] [436.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001811] [CE 4.952 (4.171)] [KD 3.808 (3.288)] 2024-10-17 06:23:54,479 - Train: 43.61% [545550/1251000] [436.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001811] [CE 3.998 (4.178)] [KD 3.428 (3.331)] 2024-10-17 06:24:07,659 - Train: 43.61% [545600/1251000] [436.1/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.001811] [CE 4.314 (4.238)] [KD 3.300 (3.362)] 2024-10-17 06:24:20,656 - Train: 43.62% [545650/1251000] [436.2/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.001811] [CE 4.827 (4.273)] [KD 3.496 (3.374)] 2024-10-17 06:24:32,824 - Train: 43.62% [545700/1251000] [436.2/1000.0] [batch_t 0.310 (0.243)] [data_t 0.009] [optim_t 0.301] [lr 0.001811] [CE 4.548 (4.276)] [KD 3.233 (3.314)] 2024-10-17 06:24:44,718 - Train: 43.63% [545750/1251000] [436.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001810] [CE 4.445 (4.262)] [KD 3.344 (3.401)] 2024-10-17 06:24:57,174 - Train: 43.63% [545800/1251000] [436.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.001810] [CE 3.863 (4.282)] [KD 3.222 (3.401)] 2024-10-17 06:25:10,385 - Train: 43.63% [545850/1251000] [436.3/1000.0] [batch_t 0.236 (0.264)] [data_t 0.009] [optim_t 0.227] [lr 0.001810] [CE 4.612 (4.218)] [KD 3.408 (3.379)] 2024-10-17 06:25:23,774 - Train: 43.64% [545900/1251000] [436.4/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.232] [lr 0.001810] [CE 4.420 (4.227)] [KD 3.659 (3.326)] 2024-10-17 06:25:37,193 - Train: 43.64% [545950/1251000] [436.4/1000.0] [batch_t 0.275 (0.268)] [data_t 0.009] [optim_t 0.266] [lr 0.001810] [CE 4.041 (4.256)] [KD 3.282 (3.344)] 2024-10-17 06:25:51,046 - Train: 43.65% [546000/1251000] [436.5/1000.0] [batch_t 0.292 (0.277)] [data_t 0.009] [optim_t 0.283] [lr 0.001810] [CE 4.096 (4.209)] [KD 3.212 (3.324)] 2024-10-17 06:26:04,013 - Train: 43.65% [546050/1251000] [436.5/1000.0] [batch_t 0.241 (0.259)] [data_t 0.009] [optim_t 0.232] [lr 0.001809] [CE 3.725 (4.222)] [KD 3.136 (3.337)] 2024-10-17 06:26:15,964 - Train: 43.65% [546100/1251000] [436.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001809] [CE 4.450 (4.308)] [KD 3.398 (3.381)] 2024-10-17 06:26:28,908 - Train: 43.66% [546150/1251000] [436.6/1000.0] [batch_t 0.246 (0.259)] [data_t 0.009] [optim_t 0.237] [lr 0.001809] [CE 3.801 (4.280)] [KD 3.176 (3.402)] 2024-10-17 06:26:41,959 - Train: 43.66% [546200/1251000] [436.6/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.001809] [CE 4.140 (4.193)] [KD 3.400 (3.382)] 2024-10-17 06:26:54,988 - Train: 43.67% [546250/1251000] [436.7/1000.0] [batch_t 0.259 (0.260)] [data_t 0.009] [optim_t 0.250] [lr 0.001809] [CE 4.403 (4.261)] [KD 3.492 (3.364)] 2024-10-17 06:27:07,811 - Train: 43.67% [546300/1251000] [436.7/1000.0] [batch_t 0.277 (0.256)] [data_t 0.009] [optim_t 0.268] [lr 0.001808] [CE 4.265 (4.216)] [KD 3.472 (3.409)] 2024-10-17 06:27:20,656 - Train: 43.67% [546350/1251000] [436.7/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001808] [CE 4.382 (4.191)] [KD 3.495 (3.373)] 2024-10-17 06:27:32,768 - Train: 43.68% [546400/1251000] [436.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001808] [CE 4.047 (4.201)] [KD 3.110 (3.306)] 2024-10-17 06:27:45,430 - Train: 43.68% [546450/1251000] [436.8/1000.0] [batch_t 0.274 (0.253)] [data_t 0.009] [optim_t 0.265] [lr 0.001808] [CE 4.406 (4.212)] [KD 3.396 (3.327)] 2024-10-17 06:27:58,402 - Train: 43.69% [546500/1251000] [436.9/1000.0] [batch_t 0.240 (0.259)] [data_t 0.009] [optim_t 0.231] [lr 0.001808] [CE 4.723 (4.171)] [KD 3.522 (3.370)] 2024-10-17 06:28:11,184 - Train: 43.69% [546550/1251000] [436.9/1000.0] [batch_t 0.260 (0.256)] [data_t 0.009] [optim_t 0.251] [lr 0.001808] [CE 4.340 (4.229)] [KD 3.501 (3.375)] 2024-10-17 06:28:23,974 - Train: 43.69% [546600/1251000] [436.9/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.001807] [CE 4.176 (4.167)] [KD 3.640 (3.380)] 2024-10-17 06:28:36,750 - Train: 43.70% [546650/1251000] [437.0/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.234] [lr 0.001807] [CE 3.976 (4.234)] [KD 3.139 (3.363)] 2024-10-17 06:28:58,903 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 37903] [top5_cnt 46572] [top_all 50000] 2024-10-17 06:28:58,903 - net: 75.806 (93.144) 2024-10-17 06:29:12,019 - Test (net_E): 100.00% [50/50] [batch_t 0.114 (0.254)] [top1_cnt 39824] [top5_cnt 47446] [top_all 50000] 2024-10-17 06:29:12,020 - net_E: 79.648 (94.892) 2024-10-17 06:29:12,186 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:29:12,186 - ==> Total time: 1 day, 15:15:52 Eta: 2 days, 2:35:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:29:19,387 - Train: 43.70% [546700/1251000] [437.0/1000.0] [batch_t 0.240 (0.439)] [data_t 0.009] [optim_t 0.232] [lr 0.001807] [CE 4.693 (4.325)] [KD 3.555 (3.363)] 2024-10-17 06:29:32,462 - Train: 43.71% [546750/1251000] [437.1/1000.0] [batch_t 0.362 (0.261)] [data_t 0.009] [optim_t 0.354] [lr 0.001807] [CE 4.038 (4.275)] [KD 3.182 (3.345)] 2024-10-17 06:29:45,754 - Train: 43.71% [546800/1251000] [437.1/1000.0] [batch_t 0.290 (0.266)] [data_t 0.009] [optim_t 0.281] [lr 0.001807] [CE 4.509 (4.263)] [KD 3.639 (3.350)] 2024-10-17 06:29:58,269 - Train: 43.71% [546850/1251000] [437.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001806] [CE 4.078 (4.289)] [KD 3.213 (3.376)] 2024-10-17 06:30:11,208 - Train: 43.72% [546900/1251000] [437.2/1000.0] [batch_t 0.241 (0.259)] [data_t 0.009] [optim_t 0.232] [lr 0.001806] [CE 4.482 (4.228)] [KD 3.512 (3.352)] 2024-10-17 06:30:24,506 - Train: 43.72% [546950/1251000] [437.2/1000.0] [batch_t 0.381 (0.266)] [data_t 0.009] [optim_t 0.372] [lr 0.001806] [CE 4.479 (4.270)] [KD 3.540 (3.425)] 2024-10-17 06:30:37,676 - Train: 43.73% [547000/1251000] [437.3/1000.0] [batch_t 0.285 (0.263)] [data_t 0.009] [optim_t 0.277] [lr 0.001806] [CE 4.138 (4.220)] [KD 3.228 (3.346)] 2024-10-17 06:30:51,707 - Train: 43.73% [547050/1251000] [437.3/1000.0] [batch_t 0.291 (0.281)] [data_t 0.009] [optim_t 0.281] [lr 0.001806] [CE 4.325 (4.254)] [KD 3.266 (3.342)] 2024-10-17 06:31:05,643 - Train: 43.73% [547100/1251000] [437.3/1000.0] [batch_t 0.320 (0.279)] [data_t 0.009] [optim_t 0.312] [lr 0.001805] [CE 4.275 (4.143)] [KD 3.220 (3.306)] 2024-10-17 06:31:18,616 - Train: 43.74% [547150/1251000] [437.4/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.001805] [CE 4.228 (4.266)] [KD 3.492 (3.361)] 2024-10-17 06:31:30,828 - Train: 43.74% [547200/1251000] [437.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001805] [CE 4.070 (4.257)] [KD 3.314 (3.353)] 2024-10-17 06:31:44,090 - Train: 43.75% [547250/1251000] [437.5/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.001805] [CE 3.657 (4.224)] [KD 3.258 (3.309)] 2024-10-17 06:31:56,681 - Train: 43.75% [547300/1251000] [437.5/1000.0] [batch_t 0.276 (0.252)] [data_t 0.009] [optim_t 0.267] [lr 0.001805] [CE 4.009 (4.217)] [KD 3.117 (3.330)] 2024-10-17 06:32:09,967 - Train: 43.75% [547350/1251000] [437.5/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.001805] [CE 3.827 (4.237)] [KD 3.159 (3.401)] 2024-10-17 06:32:23,576 - Train: 43.76% [547400/1251000] [437.6/1000.0] [batch_t 0.235 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.001804] [CE 4.384 (4.208)] [KD 3.395 (3.332)] 2024-10-17 06:32:37,213 - Train: 43.76% [547450/1251000] [437.6/1000.0] [batch_t 0.320 (0.273)] [data_t 0.009] [optim_t 0.311] [lr 0.001804] [CE 4.383 (4.165)] [KD 3.431 (3.326)] 2024-10-17 06:32:50,683 - Train: 43.76% [547500/1251000] [437.6/1000.0] [batch_t 0.285 (0.269)] [data_t 0.009] [optim_t 0.276] [lr 0.001804] [CE 4.455 (4.249)] [KD 3.383 (3.389)] 2024-10-17 06:33:03,916 - Train: 43.77% [547550/1251000] [437.7/1000.0] [batch_t 0.242 (0.265)] [data_t 0.009] [optim_t 0.233] [lr 0.001804] [CE 4.111 (4.256)] [KD 3.025 (3.369)] 2024-10-17 06:33:16,295 - Train: 43.77% [547600/1251000] [437.7/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.001804] [CE 3.839 (4.200)] [KD 3.222 (3.349)] 2024-10-17 06:33:28,462 - Train: 43.78% [547650/1251000] [437.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001803] [CE 3.932 (4.228)] [KD 3.285 (3.331)] 2024-10-17 06:33:41,440 - Train: 43.78% [547700/1251000] [437.8/1000.0] [batch_t 0.246 (0.259)] [data_t 0.009] [optim_t 0.237] [lr 0.001803] [CE 4.485 (4.228)] [KD 3.510 (3.336)] 2024-10-17 06:33:54,457 - Train: 43.78% [547750/1251000] [437.8/1000.0] [batch_t 0.240 (0.260)] [data_t 0.009] [optim_t 0.231] [lr 0.001803] [CE 4.215 (4.216)] [KD 3.105 (3.360)] 2024-10-17 06:34:07,684 - Train: 43.79% [547800/1251000] [437.9/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.001803] [CE 3.551 (4.188)] [KD 3.102 (3.360)] 2024-10-17 06:34:21,013 - Train: 43.79% [547850/1251000] [437.9/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.001803] [CE 3.840 (4.272)] [KD 3.182 (3.406)] 2024-10-17 06:34:33,472 - Train: 43.80% [547900/1251000] [438.0/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001803] [CE 4.625 (4.270)] [KD 3.595 (3.448)] 2024-10-17 06:34:55,452 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 37757] [top5_cnt 46405] [top_all 50000] 2024-10-17 06:34:55,452 - net: 75.514 (92.810) 2024-10-17 06:35:08,949 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.262)] [top1_cnt 39836] [top5_cnt 47448] [top_all 50000] 2024-10-17 06:35:08,949 - net_E: 79.672 (94.896) 2024-10-17 06:35:09,109 - Max [top1: 76.060 (epoch: 433)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:35:09,109 - ==> Total time: 1 day, 15:21:49 Eta: 2 days, 2:30:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:35:16,530 - Train: 43.80% [547950/1251000] [438.0/1000.0] [batch_t 0.241 (0.483)] [data_t 0.009] [optim_t 0.232] [lr 0.001802] [CE 4.566 (4.305)] [KD 3.548 (3.344)] 2024-10-17 06:35:28,989 - Train: 43.80% [548000/1251000] [438.0/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001802] [CE 4.114 (4.202)] [KD 3.181 (3.337)] 2024-10-17 06:35:42,638 - Train: 43.81% [548050/1251000] [438.1/1000.0] [batch_t 0.251 (0.273)] [data_t 0.009] [optim_t 0.242] [lr 0.001802] [CE 4.549 (4.241)] [KD 3.591 (3.393)] 2024-10-17 06:35:55,485 - Train: 43.81% [548100/1251000] [438.1/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.001802] [CE 4.281 (4.226)] [KD 3.345 (3.368)] 2024-10-17 06:36:07,603 - Train: 43.82% [548150/1251000] [438.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.010] [optim_t 0.230] [lr 0.001802] [CE 4.324 (4.205)] [KD 3.136 (3.334)] 2024-10-17 06:36:20,375 - Train: 43.82% [548200/1251000] [438.2/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001801] [CE 4.430 (4.225)] [KD 3.301 (3.300)] 2024-10-17 06:36:33,608 - Train: 43.82% [548250/1251000] [438.2/1000.0] [batch_t 0.268 (0.265)] [data_t 0.009] [optim_t 0.259] [lr 0.001801] [CE 4.607 (4.242)] [KD 3.578 (3.357)] 2024-10-17 06:36:46,950 - Train: 43.83% [548300/1251000] [438.3/1000.0] [batch_t 0.259 (0.267)] [data_t 0.009] [optim_t 0.250] [lr 0.001801] [CE 3.857 (4.262)] [KD 3.023 (3.362)] 2024-10-17 06:37:00,216 - Train: 43.83% [548350/1251000] [438.3/1000.0] [batch_t 0.243 (0.265)] [data_t 0.009] [optim_t 0.234] [lr 0.001801] [CE 4.127 (4.164)] [KD 2.978 (3.274)] 2024-10-17 06:37:13,462 - Train: 43.84% [548400/1251000] [438.4/1000.0] [batch_t 0.263 (0.265)] [data_t 0.009] [optim_t 0.254] [lr 0.001801] [CE 4.401 (4.292)] [KD 3.565 (3.382)] 2024-10-17 06:37:25,655 - Train: 43.84% [548450/1251000] [438.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001801] [CE 3.997 (4.255)] [KD 3.274 (3.360)] 2024-10-17 06:37:38,170 - Train: 43.84% [548500/1251000] [438.4/1000.0] [batch_t 0.327 (0.250)] [data_t 0.009] [optim_t 0.318] [lr 0.001800] [CE 4.166 (4.246)] [KD 3.135 (3.375)] 2024-10-17 06:37:51,329 - Train: 43.85% [548550/1251000] [438.5/1000.0] [batch_t 0.311 (0.263)] [data_t 0.009] [optim_t 0.302] [lr 0.001800] [CE 4.529 (4.252)] [KD 3.550 (3.378)] 2024-10-17 06:38:05,106 - Train: 43.85% [548600/1251000] [438.5/1000.0] [batch_t 0.293 (0.275)] [data_t 0.009] [optim_t 0.284] [lr 0.001800] [CE 3.723 (4.245)] [KD 3.204 (3.347)] 2024-10-17 06:38:18,943 - Train: 43.86% [548650/1251000] [438.6/1000.0] [batch_t 0.239 (0.277)] [data_t 0.009] [optim_t 0.230] [lr 0.001800] [CE 3.874 (4.237)] [KD 3.248 (3.363)] 2024-10-17 06:38:33,068 - Train: 43.86% [548700/1251000] [438.6/1000.0] [batch_t 0.286 (0.282)] [data_t 0.009] [optim_t 0.277] [lr 0.001800] [CE 4.115 (4.246)] [KD 3.332 (3.413)] 2024-10-17 06:38:45,788 - Train: 43.86% [548750/1251000] [438.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001799] [CE 4.156 (4.225)] [KD 3.767 (3.428)] 2024-10-17 06:38:57,740 - Train: 43.87% [548800/1251000] [438.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001799] [CE 4.023 (4.344)] [KD 3.299 (3.444)] 2024-10-17 06:39:10,361 - Train: 43.87% [548850/1251000] [438.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001799] [CE 3.935 (4.224)] [KD 3.357 (3.387)] 2024-10-17 06:39:23,590 - Train: 43.88% [548900/1251000] [438.8/1000.0] [batch_t 0.236 (0.264)] [data_t 0.009] [optim_t 0.227] [lr 0.001799] [CE 4.005 (4.230)] [KD 3.450 (3.331)] 2024-10-17 06:39:36,668 - Train: 43.88% [548950/1251000] [438.8/1000.0] [batch_t 0.249 (0.261)] [data_t 0.009] [optim_t 0.240] [lr 0.001799] [CE 4.282 (4.231)] [KD 3.360 (3.348)] 2024-10-17 06:39:49,957 - Train: 43.88% [549000/1251000] [438.8/1000.0] [batch_t 0.287 (0.266)] [data_t 0.009] [optim_t 0.278] [lr 0.001799] [CE 4.034 (4.242)] [KD 3.204 (3.322)] 2024-10-17 06:40:02,820 - Train: 43.89% [549050/1251000] [438.9/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.001798] [CE 3.959 (4.206)] [KD 3.466 (3.333)] 2024-10-17 06:40:14,869 - Train: 43.89% [549100/1251000] [438.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001798] [CE 4.115 (4.242)] [KD 3.170 (3.362)] 2024-10-17 06:40:27,890 - Train: 43.90% [549150/1251000] [439.0/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.225] [lr 0.001798] [CE 4.392 (4.202)] [KD 3.340 (3.339)] 2024-10-17 06:40:51,402 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.269)] [top1_cnt 38138] [top5_cnt 46593] [top_all 50000] 2024-10-17 06:40:51,402 - net: 76.276 (93.186) 2024-10-17 06:41:04,870 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 39846] [top5_cnt 47444] [top_all 50000] 2024-10-17 06:41:04,870 - net_E: 79.692 (94.888) 2024-10-17 06:41:05,046 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:41:05,047 - ==> Total time: 1 day, 15:27:45 Eta: 2 days, 2:25:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:41:14,957 - Train: 43.90% [549200/1251000] [439.0/1000.0] [batch_t 0.237 (0.343)] [data_t 0.009] [optim_t 0.228] [lr 0.001798] [CE 4.415 (4.180)] [KD 3.352 (3.252)] 2024-10-17 06:41:27,257 - Train: 43.90% [549250/1251000] [439.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001798] [CE 4.376 (4.299)] [KD 3.500 (3.323)] 2024-10-17 06:41:39,621 - Train: 43.91% [549300/1251000] [439.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001797] [CE 4.183 (4.204)] [KD 3.359 (3.361)] 2024-10-17 06:41:51,517 - Train: 43.91% [549350/1251000] [439.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001797] [CE 4.313 (4.143)] [KD 3.451 (3.295)] 2024-10-17 06:42:03,985 - Train: 43.92% [549400/1251000] [439.2/1000.0] [batch_t 0.289 (0.249)] [data_t 0.009] [optim_t 0.280] [lr 0.001797] [CE 4.025 (4.218)] [KD 3.068 (3.355)] 2024-10-17 06:42:17,020 - Train: 43.92% [549450/1251000] [439.2/1000.0] [batch_t 0.255 (0.261)] [data_t 0.009] [optim_t 0.246] [lr 0.001797] [CE 4.321 (4.212)] [KD 3.347 (3.319)] 2024-10-17 06:42:30,520 - Train: 43.92% [549500/1251000] [439.2/1000.0] [batch_t 0.246 (0.270)] [data_t 0.009] [optim_t 0.237] [lr 0.001797] [CE 4.806 (4.223)] [KD 3.541 (3.341)] 2024-10-17 06:42:43,176 - Train: 43.93% [549550/1251000] [439.3/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001797] [CE 4.420 (4.232)] [KD 3.544 (3.366)] 2024-10-17 06:42:55,043 - Train: 43.93% [549600/1251000] [439.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001796] [CE 4.429 (4.272)] [KD 3.434 (3.378)] 2024-10-17 06:43:07,359 - Train: 43.94% [549650/1251000] [439.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001796] [CE 4.403 (4.202)] [KD 3.484 (3.355)] 2024-10-17 06:43:20,768 - Train: 43.94% [549700/1251000] [439.4/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.231] [lr 0.001796] [CE 4.103 (4.208)] [KD 3.441 (3.322)] 2024-10-17 06:43:33,469 - Train: 43.94% [549750/1251000] [439.4/1000.0] [batch_t 0.265 (0.254)] [data_t 0.009] [optim_t 0.256] [lr 0.001796] [CE 3.708 (4.330)] [KD 3.248 (3.398)] 2024-10-17 06:43:46,567 - Train: 43.95% [549800/1251000] [439.5/1000.0] [batch_t 0.267 (0.262)] [data_t 0.009] [optim_t 0.258] [lr 0.001796] [CE 4.354 (4.299)] [KD 3.527 (3.423)] 2024-10-17 06:43:59,343 - Train: 43.95% [549850/1251000] [439.5/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001795] [CE 4.335 (4.263)] [KD 3.352 (3.356)] 2024-10-17 06:44:11,751 - Train: 43.96% [549900/1251000] [439.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001795] [CE 4.456 (4.185)] [KD 3.390 (3.301)] 2024-10-17 06:44:23,920 - Train: 43.96% [549950/1251000] [439.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001795] [CE 3.618 (4.219)] [KD 3.111 (3.379)] 2024-10-17 06:44:35,935 - Train: 43.96% [550000/1251000] [439.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001795] [CE 4.229 (4.290)] [KD 3.537 (3.347)] 2024-10-17 06:44:49,577 - Train: 43.97% [550050/1251000] [439.7/1000.0] [batch_t 0.263 (0.273)] [data_t 0.009] [optim_t 0.254] [lr 0.001795] [CE 3.445 (4.239)] [KD 3.012 (3.397)] 2024-10-17 06:45:03,024 - Train: 43.97% [550100/1251000] [439.7/1000.0] [batch_t 0.380 (0.269)] [data_t 0.009] [optim_t 0.371] [lr 0.001795] [CE 4.351 (4.132)] [KD 3.251 (3.320)] 2024-10-17 06:45:15,982 - Train: 43.98% [550150/1251000] [439.8/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.001794] [CE 4.461 (4.200)] [KD 3.423 (3.336)] 2024-10-17 06:45:28,820 - Train: 43.98% [550200/1251000] [439.8/1000.0] [batch_t 0.240 (0.257)] [data_t 0.009] [optim_t 0.231] [lr 0.001794] [CE 4.502 (4.278)] [KD 3.612 (3.372)] 2024-10-17 06:45:40,740 - Train: 43.98% [550250/1251000] [439.8/1000.0] [batch_t 0.302 (0.238)] [data_t 0.009] [optim_t 0.293] [lr 0.001794] [CE 4.563 (4.221)] [KD 3.568 (3.338)] 2024-10-17 06:45:53,540 - Train: 43.99% [550300/1251000] [439.9/1000.0] [batch_t 0.285 (0.256)] [data_t 0.009] [optim_t 0.276] [lr 0.001794] [CE 3.513 (4.229)] [KD 3.256 (3.353)] 2024-10-17 06:46:07,115 - Train: 43.99% [550350/1251000] [439.9/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.228] [lr 0.001794] [CE 4.231 (4.242)] [KD 3.243 (3.391)] 2024-10-17 06:46:20,095 - Train: 44.00% [550400/1251000] [440.0/1000.0] [batch_t 0.259 (0.259)] [data_t 0.009] [optim_t 0.250] [lr 0.001793] [CE 3.817 (4.195)] [KD 3.210 (3.342)] 2024-10-17 06:46:44,054 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 38087] [top5_cnt 46641] [top_all 50000] 2024-10-17 06:46:44,055 - net: 76.174 (93.282) 2024-10-17 06:46:56,434 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39825] [top5_cnt 47442] [top_all 50000] 2024-10-17 06:46:56,435 - net_E: 79.650 (94.884) 2024-10-17 06:46:56,601 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:46:56,602 - ==> Total time: 1 day, 15:33:37 Eta: 2 days, 2:20:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:47:02,656 - Train: 44.00% [550450/1251000] [440.0/1000.0] [batch_t 0.285 (0.463)] [data_t 0.059] [optim_t 0.226] [lr 0.001793] [CE 4.320 (4.306)] [KD 3.289 (3.217)] 2024-10-17 06:47:15,373 - Train: 44.00% [550500/1251000] [440.0/1000.0] [batch_t 0.276 (0.254)] [data_t 0.009] [optim_t 0.267] [lr 0.001793] [CE 4.065 (4.209)] [KD 3.298 (3.275)] 2024-10-17 06:47:29,230 - Train: 44.01% [550550/1251000] [440.1/1000.0] [batch_t 0.238 (0.277)] [data_t 0.009] [optim_t 0.229] [lr 0.001793] [CE 4.336 (4.206)] [KD 3.415 (3.382)] 2024-10-17 06:47:43,145 - Train: 44.01% [550600/1251000] [440.1/1000.0] [batch_t 0.283 (0.278)] [data_t 0.009] [optim_t 0.274] [lr 0.001793] [CE 4.447 (4.192)] [KD 3.373 (3.248)] 2024-10-17 06:47:57,197 - Train: 44.02% [550650/1251000] [440.2/1000.0] [batch_t 0.428 (0.281)] [data_t 0.009] [optim_t 0.419] [lr 0.001792] [CE 4.173 (4.155)] [KD 3.359 (3.277)] 2024-10-17 06:48:10,192 - Train: 44.02% [550700/1251000] [440.2/1000.0] [batch_t 0.474 (0.260)] [data_t 0.009] [optim_t 0.465] [lr 0.001792] [CE 4.028 (4.289)] [KD 3.130 (3.371)] 2024-10-17 06:48:22,269 - Train: 44.02% [550750/1251000] [440.2/1000.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.001792] [CE 4.824 (4.174)] [KD 3.653 (3.342)] 2024-10-17 06:48:35,836 - Train: 44.03% [550800/1251000] [440.3/1000.0] [batch_t 0.272 (0.271)] [data_t 0.009] [optim_t 0.264] [lr 0.001792] [CE 4.289 (4.247)] [KD 3.569 (3.427)] 2024-10-17 06:48:49,372 - Train: 44.03% [550850/1251000] [440.3/1000.0] [batch_t 0.261 (0.271)] [data_t 0.009] [optim_t 0.252] [lr 0.001792] [CE 4.542 (4.312)] [KD 3.490 (3.428)] 2024-10-17 06:49:03,254 - Train: 44.04% [550900/1251000] [440.4/1000.0] [batch_t 0.261 (0.278)] [data_t 0.009] [optim_t 0.252] [lr 0.001792] [CE 3.735 (4.224)] [KD 3.081 (3.372)] 2024-10-17 06:49:17,039 - Train: 44.04% [550950/1251000] [440.4/1000.0] [batch_t 0.268 (0.276)] [data_t 0.009] [optim_t 0.259] [lr 0.001791] [CE 4.130 (4.150)] [KD 3.379 (3.302)] 2024-10-17 06:49:30,368 - Train: 44.04% [551000/1251000] [440.4/1000.0] [batch_t 0.277 (0.266)] [data_t 0.009] [optim_t 0.268] [lr 0.001791] [CE 4.464 (4.235)] [KD 3.272 (3.386)] 2024-10-17 06:49:43,045 - Train: 44.05% [551050/1251000] [440.5/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001791] [CE 4.440 (4.251)] [KD 3.482 (3.358)] 2024-10-17 06:49:56,822 - Train: 44.05% [551100/1251000] [440.5/1000.0] [batch_t 0.236 (0.275)] [data_t 0.009] [optim_t 0.227] [lr 0.001791] [CE 4.354 (4.180)] [KD 3.495 (3.345)] 2024-10-17 06:50:10,361 - Train: 44.06% [551150/1251000] [440.6/1000.0] [batch_t 0.277 (0.271)] [data_t 0.009] [optim_t 0.268] [lr 0.001791] [CE 3.751 (4.138)] [KD 3.385 (3.312)] 2024-10-17 06:50:24,087 - Train: 44.06% [551200/1251000] [440.6/1000.0] [batch_t 0.268 (0.274)] [data_t 0.009] [optim_t 0.259] [lr 0.001790] [CE 4.141 (4.231)] [KD 3.367 (3.398)] 2024-10-17 06:50:37,736 - Train: 44.06% [551250/1251000] [440.6/1000.0] [batch_t 0.270 (0.273)] [data_t 0.009] [optim_t 0.261] [lr 0.001790] [CE 4.245 (4.162)] [KD 3.417 (3.355)] 2024-10-17 06:50:51,089 - Train: 44.07% [551300/1251000] [440.7/1000.0] [batch_t 0.233 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.001790] [CE 4.252 (4.191)] [KD 3.251 (3.315)] 2024-10-17 06:51:03,487 - Train: 44.07% [551350/1251000] [440.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001790] [CE 4.156 (4.293)] [KD 3.310 (3.401)] 2024-10-17 06:51:16,399 - Train: 44.08% [551400/1251000] [440.8/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001790] [CE 4.144 (4.234)] [KD 3.291 (3.356)] 2024-10-17 06:51:29,844 - Train: 44.08% [551450/1251000] [440.8/1000.0] [batch_t 0.314 (0.269)] [data_t 0.009] [optim_t 0.305] [lr 0.001790] [CE 4.618 (4.215)] [KD 3.495 (3.351)] 2024-10-17 06:51:43,503 - Train: 44.08% [551500/1251000] [440.8/1000.0] [batch_t 0.234 (0.273)] [data_t 0.009] [optim_t 0.225] [lr 0.001789] [CE 4.507 (4.260)] [KD 3.596 (3.409)] 2024-10-17 06:51:56,937 - Train: 44.09% [551550/1251000] [440.9/1000.0] [batch_t 0.302 (0.269)] [data_t 0.009] [optim_t 0.293] [lr 0.001789] [CE 4.683 (4.201)] [KD 3.589 (3.327)] 2024-10-17 06:52:10,096 - Train: 44.09% [551600/1251000] [440.9/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.001789] [CE 4.004 (4.156)] [KD 3.248 (3.342)] 2024-10-17 06:52:22,512 - Train: 44.10% [551650/1251000] [441.0/1000.0] [batch_t 0.314 (0.248)] [data_t 0.009] [optim_t 0.305] [lr 0.001789] [CE 4.248 (4.256)] [KD 3.164 (3.334)] 2024-10-17 06:52:46,484 - Test (net): 100.00% [50/50] [batch_t 0.111 (0.271)] [top1_cnt 37912] [top5_cnt 46511] [top_all 50000] 2024-10-17 06:52:46,485 - net: 75.824 (93.022) 2024-10-17 06:53:00,395 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.270)] [top1_cnt 39850] [top5_cnt 47430] [top_all 50000] 2024-10-17 06:53:00,396 - net_E: 79.700 (94.860) 2024-10-17 06:53:00,565 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:53:00,566 - ==> Total time: 1 day, 15:39:41 Eta: 2 days, 2:16:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:53:06,925 - Train: 44.10% [551700/1251000] [441.0/1000.0] [batch_t 0.237 (0.546)] [data_t 0.009] [optim_t 0.228] [lr 0.001789] [CE 4.239 (4.402)] [KD 3.217 (3.347)] 2024-10-17 06:53:19,173 - Train: 44.10% [551750/1251000] [441.0/1000.0] [batch_t 0.264 (0.245)] [data_t 0.009] [optim_t 0.256] [lr 0.001788] [CE 4.217 (4.178)] [KD 3.271 (3.295)] 2024-10-17 06:53:32,317 - Train: 44.11% [551800/1251000] [441.1/1000.0] [batch_t 0.291 (0.263)] [data_t 0.009] [optim_t 0.282] [lr 0.001788] [CE 4.449 (4.264)] [KD 3.462 (3.324)] 2024-10-17 06:53:44,576 - Train: 44.11% [551850/1251000] [441.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001788] [CE 4.276 (4.220)] [KD 3.475 (3.310)] 2024-10-17 06:53:58,081 - Train: 44.12% [551900/1251000] [441.2/1000.0] [batch_t 0.312 (0.270)] [data_t 0.009] [optim_t 0.303] [lr 0.001788] [CE 3.842 (4.211)] [KD 3.062 (3.292)] 2024-10-17 06:54:11,615 - Train: 44.12% [551950/1251000] [441.2/1000.0] [batch_t 0.241 (0.271)] [data_t 0.009] [optim_t 0.232] [lr 0.001788] [CE 4.187 (4.259)] [KD 3.132 (3.344)] 2024-10-17 06:54:25,247 - Train: 44.12% [552000/1251000] [441.2/1000.0] [batch_t 0.240 (0.273)] [data_t 0.009] [optim_t 0.231] [lr 0.001788] [CE 3.868 (4.235)] [KD 3.058 (3.330)] 2024-10-17 06:54:38,739 - Train: 44.13% [552050/1251000] [441.3/1000.0] [batch_t 0.408 (0.270)] [data_t 0.009] [optim_t 0.398] [lr 0.001787] [CE 4.297 (4.222)] [KD 3.301 (3.331)] 2024-10-17 06:54:51,745 - Train: 44.13% [552100/1251000] [441.3/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.001787] [CE 4.456 (4.217)] [KD 3.590 (3.343)] 2024-10-17 06:55:03,828 - Train: 44.14% [552150/1251000] [441.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001787] [CE 4.101 (4.273)] [KD 3.270 (3.336)] 2024-10-17 06:55:16,571 - Train: 44.14% [552200/1251000] [441.4/1000.0] [batch_t 0.281 (0.255)] [data_t 0.057] [optim_t 0.224] [lr 0.001787] [CE 4.248 (4.205)] [KD 3.396 (3.323)] 2024-10-17 06:55:30,607 - Train: 44.14% [552250/1251000] [441.4/1000.0] [batch_t 0.296 (0.281)] [data_t 0.071] [optim_t 0.225] [lr 0.001787] [CE 4.648 (4.212)] [KD 3.595 (3.371)] 2024-10-17 06:55:44,305 - Train: 44.15% [552300/1251000] [441.5/1000.0] [batch_t 0.274 (0.274)] [data_t 0.052] [optim_t 0.222] [lr 0.001786] [CE 4.453 (4.257)] [KD 3.797 (3.385)] 2024-10-17 06:55:58,006 - Train: 44.15% [552350/1251000] [441.5/1000.0] [batch_t 0.275 (0.274)] [data_t 0.051] [optim_t 0.224] [lr 0.001786] [CE 3.881 (4.164)] [KD 3.264 (3.312)] 2024-10-17 06:56:11,614 - Train: 44.16% [552400/1251000] [441.6/1000.0] [batch_t 0.232 (0.272)] [data_t 0.009] [optim_t 0.223] [lr 0.001786] [CE 4.026 (4.197)] [KD 3.382 (3.397)] 2024-10-17 06:56:23,764 - Train: 44.16% [552450/1251000] [441.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001786] [CE 4.165 (4.204)] [KD 3.323 (3.317)] 2024-10-17 06:56:36,714 - Train: 44.16% [552500/1251000] [441.6/1000.0] [batch_t 0.248 (0.259)] [data_t 0.024] [optim_t 0.223] [lr 0.001786] [CE 4.317 (4.184)] [KD 3.265 (3.252)] 2024-10-17 06:56:50,700 - Train: 44.17% [552550/1251000] [441.7/1000.0] [batch_t 0.246 (0.280)] [data_t 0.020] [optim_t 0.226] [lr 0.001786] [CE 4.256 (4.237)] [KD 3.432 (3.344)] 2024-10-17 06:57:04,840 - Train: 44.17% [552600/1251000] [441.7/1000.0] [batch_t 0.282 (0.283)] [data_t 0.055] [optim_t 0.227] [lr 0.001785] [CE 4.450 (4.267)] [KD 3.293 (3.374)] 2024-10-17 06:57:18,984 - Train: 44.18% [552650/1251000] [441.8/1000.0] [batch_t 0.255 (0.283)] [data_t 0.032] [optim_t 0.223] [lr 0.001785] [CE 4.003 (4.164)] [KD 3.330 (3.251)] 2024-10-17 06:57:33,027 - Train: 44.18% [552700/1251000] [441.8/1000.0] [batch_t 0.361 (0.281)] [data_t 0.009] [optim_t 0.352] [lr 0.001785] [CE 4.670 (4.238)] [KD 3.411 (3.337)] 2024-10-17 06:57:45,201 - Train: 44.18% [552750/1251000] [441.8/1000.0] [batch_t 0.294 (0.243)] [data_t 0.070] [optim_t 0.223] [lr 0.001785] [CE 4.137 (4.134)] [KD 3.116 (3.320)] 2024-10-17 06:57:58,381 - Train: 44.19% [552800/1251000] [441.9/1000.0] [batch_t 0.258 (0.263)] [data_t 0.032] [optim_t 0.226] [lr 0.001785] [CE 4.503 (4.196)] [KD 3.538 (3.360)] 2024-10-17 06:58:12,509 - Train: 44.19% [552850/1251000] [441.9/1000.0] [batch_t 0.314 (0.282)] [data_t 0.020] [optim_t 0.294] [lr 0.001784] [CE 4.549 (4.300)] [KD 3.501 (3.373)] 2024-10-17 06:58:26,461 - Train: 44.20% [552900/1251000] [442.0/1000.0] [batch_t 0.255 (0.279)] [data_t 0.031] [optim_t 0.224] [lr 0.001784] [CE 4.390 (4.241)] [KD 3.375 (3.329)] 2024-10-17 06:58:50,967 - Test (net): 100.00% [50/50] [batch_t 0.101 (0.263)] [top1_cnt 37732] [top5_cnt 46474] [top_all 50000] 2024-10-17 06:58:50,967 - net: 75.464 (92.948) 2024-10-17 06:59:03,033 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 39870] [top5_cnt 47453] [top_all 50000] 2024-10-17 06:59:03,033 - net_E: 79.740 (94.906) 2024-10-17 06:59:03,196 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 06:59:03,197 - ==> Total time: 1 day, 15:45:43 Eta: 2 days, 2:11:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 06:59:10,726 - Train: 44.20% [552950/1251000] [442.0/1000.0] [batch_t 0.235 (0.360)] [data_t 0.009] [optim_t 0.226] [lr 0.001784] [CE 4.042 (4.162)] [KD 3.114 (3.310)] 2024-10-17 06:59:22,825 - Train: 44.20% [553000/1251000] [442.0/1000.0] [batch_t 0.295 (0.242)] [data_t 0.009] [optim_t 0.286] [lr 0.001784] [CE 4.501 (4.243)] [KD 3.464 (3.308)] 2024-10-17 06:59:37,037 - Train: 44.21% [553050/1251000] [442.1/1000.0] [batch_t 0.294 (0.284)] [data_t 0.009] [optim_t 0.285] [lr 0.001784] [CE 4.738 (4.196)] [KD 3.701 (3.320)] 2024-10-17 06:59:51,026 - Train: 44.21% [553100/1251000] [442.1/1000.0] [batch_t 0.289 (0.280)] [data_t 0.009] [optim_t 0.281] [lr 0.001784] [CE 4.279 (4.213)] [KD 3.381 (3.329)] 2024-10-17 07:00:05,129 - Train: 44.22% [553150/1251000] [442.2/1000.0] [batch_t 0.269 (0.282)] [data_t 0.009] [optim_t 0.260] [lr 0.001783] [CE 4.518 (4.271)] [KD 3.449 (3.330)] 2024-10-17 07:00:18,249 - Train: 44.22% [553200/1251000] [442.2/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.001783] [CE 4.022 (4.181)] [KD 3.168 (3.368)] 2024-10-17 07:00:30,782 - Train: 44.22% [553250/1251000] [442.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001783] [CE 3.782 (4.212)] [KD 3.310 (3.301)] 2024-10-17 07:00:44,241 - Train: 44.23% [553300/1251000] [442.3/1000.0] [batch_t 0.280 (0.269)] [data_t 0.009] [optim_t 0.271] [lr 0.001783] [CE 3.641 (4.217)] [KD 3.012 (3.282)] 2024-10-17 07:00:57,963 - Train: 44.23% [553350/1251000] [442.3/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.001783] [CE 3.906 (4.211)] [KD 2.978 (3.329)] 2024-10-17 07:01:11,938 - Train: 44.24% [553400/1251000] [442.4/1000.0] [batch_t 0.236 (0.279)] [data_t 0.009] [optim_t 0.227] [lr 0.001782] [CE 4.339 (4.269)] [KD 3.505 (3.390)] 2024-10-17 07:01:25,973 - Train: 44.24% [553450/1251000] [442.4/1000.0] [batch_t 0.284 (0.281)] [data_t 0.009] [optim_t 0.274] [lr 0.001782] [CE 4.563 (4.258)] [KD 3.591 (3.366)] 2024-10-17 07:01:39,141 - Train: 44.24% [553500/1251000] [442.4/1000.0] [batch_t 0.238 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.001782] [CE 4.442 (4.232)] [KD 3.488 (3.360)] 2024-10-17 07:01:51,353 - Train: 44.25% [553550/1251000] [442.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001782] [CE 4.086 (4.234)] [KD 3.287 (3.375)] 2024-10-17 07:02:04,894 - Train: 44.25% [553600/1251000] [442.5/1000.0] [batch_t 0.277 (0.271)] [data_t 0.009] [optim_t 0.268] [lr 0.001782] [CE 4.124 (4.301)] [KD 3.246 (3.417)] 2024-10-17 07:02:18,807 - Train: 44.26% [553650/1251000] [442.6/1000.0] [batch_t 0.241 (0.278)] [data_t 0.009] [optim_t 0.232] [lr 0.001781] [CE 4.293 (4.280)] [KD 3.556 (3.428)] 2024-10-17 07:02:32,559 - Train: 44.26% [553700/1251000] [442.6/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.001781] [CE 4.599 (4.258)] [KD 3.545 (3.408)] 2024-10-17 07:02:46,371 - Train: 44.26% [553750/1251000] [442.6/1000.0] [batch_t 0.276 (0.276)] [data_t 0.009] [optim_t 0.268] [lr 0.001781] [CE 4.498 (4.225)] [KD 3.518 (3.343)] 2024-10-17 07:02:59,401 - Train: 44.27% [553800/1251000] [442.7/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.225] [lr 0.001781] [CE 4.522 (4.163)] [KD 3.415 (3.284)] 2024-10-17 07:03:11,655 - Train: 44.27% [553850/1251000] [442.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001781] [CE 4.598 (4.193)] [KD 3.491 (3.342)] 2024-10-17 07:03:24,592 - Train: 44.28% [553900/1251000] [442.8/1000.0] [batch_t 0.289 (0.259)] [data_t 0.009] [optim_t 0.280] [lr 0.001781] [CE 4.266 (4.294)] [KD 3.317 (3.379)] 2024-10-17 07:03:38,368 - Train: 44.28% [553950/1251000] [442.8/1000.0] [batch_t 0.248 (0.275)] [data_t 0.009] [optim_t 0.240] [lr 0.001780] [CE 4.479 (4.210)] [KD 3.574 (3.325)] 2024-10-17 07:03:52,239 - Train: 44.28% [554000/1251000] [442.8/1000.0] [batch_t 0.288 (0.277)] [data_t 0.009] [optim_t 0.279] [lr 0.001780] [CE 4.428 (4.196)] [KD 3.419 (3.279)] 2024-10-17 07:04:06,386 - Train: 44.29% [554050/1251000] [442.9/1000.0] [batch_t 0.233 (0.283)] [data_t 0.009] [optim_t 0.224] [lr 0.001780] [CE 3.920 (4.233)] [KD 3.205 (3.354)] 2024-10-17 07:04:18,982 - Train: 44.29% [554100/1251000] [442.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001780] [CE 3.874 (4.210)] [KD 3.193 (3.357)] 2024-10-17 07:04:31,024 - Train: 44.30% [554150/1251000] [443.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001780] [CE 3.907 (4.248)] [KD 3.192 (3.369)] 2024-10-17 07:04:55,427 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 38016] [top5_cnt 46649] [top_all 50000] 2024-10-17 07:04:55,427 - net: 76.032 (93.298) 2024-10-17 07:05:09,374 - Test (net_E): 100.00% [50/50] [batch_t 0.085 (0.271)] [top1_cnt 39860] [top5_cnt 47489] [top_all 50000] 2024-10-17 07:05:09,375 - net_E: 79.720 (94.978) 2024-10-17 07:05:09,546 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 07:05:09,546 - ==> Total time: 1 day, 15:51:50 Eta: 2 days, 2:07:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:05:15,434 - Train: 44.30% [554200/1251000] [443.0/1000.0] [batch_t 0.239 (0.611)] [data_t 0.009] [optim_t 0.230] [lr 0.001779] [CE 3.743 (4.181)] [KD 3.143 (3.235)] 2024-10-17 07:05:27,975 - Train: 44.30% [554250/1251000] [443.0/1000.0] [batch_t 0.248 (0.251)] [data_t 0.009] [optim_t 0.239] [lr 0.001779] [CE 4.743 (4.270)] [KD 3.595 (3.298)] 2024-10-17 07:05:40,991 - Train: 44.31% [554300/1251000] [443.1/1000.0] [batch_t 0.347 (0.260)] [data_t 0.009] [optim_t 0.339] [lr 0.001779] [CE 4.519 (4.256)] [KD 3.559 (3.381)] 2024-10-17 07:05:53,224 - Train: 44.31% [554350/1251000] [443.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001779] [CE 3.965 (4.189)] [KD 3.170 (3.327)] 2024-10-17 07:06:06,441 - Train: 44.32% [554400/1251000] [443.2/1000.0] [batch_t 0.281 (0.264)] [data_t 0.009] [optim_t 0.272] [lr 0.001779] [CE 4.203 (4.226)] [KD 3.402 (3.288)] 2024-10-17 07:06:19,927 - Train: 44.32% [554450/1251000] [443.2/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.001779] [CE 4.296 (4.302)] [KD 3.321 (3.350)] 2024-10-17 07:06:33,925 - Train: 44.32% [554500/1251000] [443.2/1000.0] [batch_t 0.549 (0.280)] [data_t 0.009] [optim_t 0.540] [lr 0.001778] [CE 4.098 (4.232)] [KD 3.328 (3.348)] 2024-10-17 07:06:47,220 - Train: 44.33% [554550/1251000] [443.3/1000.0] [batch_t 0.254 (0.266)] [data_t 0.009] [optim_t 0.246] [lr 0.001778] [CE 4.292 (4.249)] [KD 3.407 (3.322)] 2024-10-17 07:07:00,195 - Train: 44.33% [554600/1251000] [443.3/1000.0] [batch_t 0.240 (0.259)] [data_t 0.009] [optim_t 0.231] [lr 0.001778] [CE 4.167 (4.147)] [KD 3.237 (3.286)] 2024-10-17 07:07:12,555 - Train: 44.34% [554650/1251000] [443.4/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001778] [CE 4.300 (4.210)] [KD 3.465 (3.383)] 2024-10-17 07:07:25,938 - Train: 44.34% [554700/1251000] [443.4/1000.0] [batch_t 0.260 (0.268)] [data_t 0.009] [optim_t 0.252] [lr 0.001778] [CE 4.587 (4.216)] [KD 3.504 (3.360)] 2024-10-17 07:07:39,717 - Train: 44.34% [554750/1251000] [443.4/1000.0] [batch_t 0.305 (0.275)] [data_t 0.009] [optim_t 0.297] [lr 0.001777] [CE 4.236 (4.255)] [KD 3.204 (3.379)] 2024-10-17 07:07:53,952 - Train: 44.35% [554800/1251000] [443.5/1000.0] [batch_t 0.275 (0.285)] [data_t 0.009] [optim_t 0.266] [lr 0.001777] [CE 4.636 (4.257)] [KD 3.415 (3.357)] 2024-10-17 07:08:07,837 - Train: 44.35% [554850/1251000] [443.5/1000.0] [batch_t 0.246 (0.278)] [data_t 0.009] [optim_t 0.237] [lr 0.001777] [CE 4.044 (4.168)] [KD 3.069 (3.330)] 2024-10-17 07:08:20,870 - Train: 44.36% [554900/1251000] [443.6/1000.0] [batch_t 0.260 (0.261)] [data_t 0.009] [optim_t 0.251] [lr 0.001777] [CE 4.048 (4.209)] [KD 3.281 (3.334)] 2024-10-17 07:08:33,138 - Train: 44.36% [554950/1251000] [443.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001777] [CE 4.466 (4.227)] [KD 3.548 (3.326)] 2024-10-17 07:08:45,579 - Train: 44.36% [555000/1251000] [443.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001777] [CE 4.776 (4.269)] [KD 3.888 (3.383)] 2024-10-17 07:08:59,152 - Train: 44.37% [555050/1251000] [443.7/1000.0] [batch_t 0.267 (0.271)] [data_t 0.042] [optim_t 0.225] [lr 0.001776] [CE 4.100 (4.251)] [KD 3.148 (3.386)] 2024-10-17 07:09:13,116 - Train: 44.37% [555100/1251000] [443.7/1000.0] [batch_t 0.232 (0.279)] [data_t 0.009] [optim_t 0.223] [lr 0.001776] [CE 4.918 (4.241)] [KD 3.865 (3.404)] 2024-10-17 07:09:26,958 - Train: 44.38% [555150/1251000] [443.8/1000.0] [batch_t 0.263 (0.277)] [data_t 0.009] [optim_t 0.254] [lr 0.001776] [CE 4.469 (4.196)] [KD 3.487 (3.342)] 2024-10-17 07:09:40,051 - Train: 44.38% [555200/1251000] [443.8/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.001776] [CE 4.126 (4.206)] [KD 3.210 (3.287)] 2024-10-17 07:09:52,555 - Train: 44.38% [555250/1251000] [443.8/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001776] [CE 4.160 (4.169)] [KD 3.352 (3.362)] 2024-10-17 07:10:05,804 - Train: 44.39% [555300/1251000] [443.9/1000.0] [batch_t 0.237 (0.265)] [data_t 0.010] [optim_t 0.226] [lr 0.001775] [CE 4.099 (4.276)] [KD 3.111 (3.380)] 2024-10-17 07:10:19,028 - Train: 44.39% [555350/1251000] [443.9/1000.0] [batch_t 0.371 (0.264)] [data_t 0.147] [optim_t 0.224] [lr 0.001775] [CE 3.991 (4.284)] [KD 3.254 (3.386)] 2024-10-17 07:10:32,414 - Train: 44.40% [555400/1251000] [444.0/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.001775] [CE 4.002 (4.233)] [KD 3.277 (3.351)] 2024-10-17 07:10:57,840 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.265)] [top1_cnt 38014] [top5_cnt 46565] [top_all 50000] 2024-10-17 07:10:57,840 - net: 76.028 (93.130) 2024-10-17 07:11:10,587 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39861] [top5_cnt 47459] [top_all 50000] 2024-10-17 07:11:10,588 - net_E: 79.722 (94.918) 2024-10-17 07:11:10,759 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 07:11:10,759 - ==> Total time: 1 day, 15:57:51 Eta: 2 days, 2:02:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:11:16,287 - Train: 44.40% [555450/1251000] [444.0/1000.0] [batch_t 0.234 (0.562)] [data_t 0.009] [optim_t 0.225] [lr 0.001775] [CE 4.219 (4.298)] [KD 3.268 (3.338)] 2024-10-17 07:11:28,264 - Train: 44.40% [555500/1251000] [444.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001775] [CE 3.960 (4.149)] [KD 3.078 (3.307)] 2024-10-17 07:11:41,607 - Train: 44.41% [555550/1251000] [444.1/1000.0] [batch_t 0.240 (0.267)] [data_t 0.009] [optim_t 0.231] [lr 0.001775] [CE 4.386 (4.213)] [KD 3.419 (3.332)] 2024-10-17 07:11:54,815 - Train: 44.41% [555600/1251000] [444.1/1000.0] [batch_t 0.242 (0.264)] [data_t 0.009] [optim_t 0.234] [lr 0.001774] [CE 3.969 (4.200)] [KD 3.201 (3.323)] 2024-10-17 07:12:08,413 - Train: 44.42% [555650/1251000] [444.2/1000.0] [batch_t 0.265 (0.272)] [data_t 0.009] [optim_t 0.256] [lr 0.001774] [CE 4.704 (4.213)] [KD 3.507 (3.291)] 2024-10-17 07:12:21,680 - Train: 44.42% [555700/1251000] [444.2/1000.0] [batch_t 0.233 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.001774] [CE 4.387 (4.243)] [KD 3.577 (3.319)] 2024-10-17 07:12:33,910 - Train: 44.42% [555750/1251000] [444.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001774] [CE 4.006 (4.206)] [KD 3.341 (3.325)] 2024-10-17 07:12:46,878 - Train: 44.43% [555800/1251000] [444.3/1000.0] [batch_t 0.261 (0.259)] [data_t 0.009] [optim_t 0.252] [lr 0.001774] [CE 4.735 (4.276)] [KD 3.656 (3.346)] 2024-10-17 07:13:00,202 - Train: 44.43% [555850/1251000] [444.3/1000.0] [batch_t 0.270 (0.266)] [data_t 0.009] [optim_t 0.261] [lr 0.001773] [CE 4.134 (4.232)] [KD 3.388 (3.319)] 2024-10-17 07:13:13,251 - Train: 44.44% [555900/1251000] [444.4/1000.0] [batch_t 0.243 (0.261)] [data_t 0.009] [optim_t 0.234] [lr 0.001773] [CE 4.473 (4.246)] [KD 3.409 (3.391)] 2024-10-17 07:13:26,379 - Train: 44.44% [555950/1251000] [444.4/1000.0] [batch_t 0.321 (0.262)] [data_t 0.009] [optim_t 0.312] [lr 0.001773] [CE 4.047 (4.197)] [KD 3.290 (3.371)] 2024-10-17 07:13:39,499 - Train: 44.44% [556000/1251000] [444.4/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.001773] [CE 4.019 (4.208)] [KD 3.389 (3.392)] 2024-10-17 07:13:51,685 - Train: 44.45% [556050/1251000] [444.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001773] [CE 4.338 (4.209)] [KD 3.428 (3.329)] 2024-10-17 07:14:04,294 - Train: 44.45% [556100/1251000] [444.5/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001773] [CE 3.451 (4.206)] [KD 2.939 (3.376)] 2024-10-17 07:14:17,622 - Train: 44.46% [556150/1251000] [444.6/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.001772] [CE 3.705 (4.302)] [KD 3.266 (3.400)] 2024-10-17 07:14:31,296 - Train: 44.46% [556200/1251000] [444.6/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.001772] [CE 4.053 (4.257)] [KD 3.320 (3.402)] 2024-10-17 07:14:45,115 - Train: 44.46% [556250/1251000] [444.6/1000.0] [batch_t 0.278 (0.276)] [data_t 0.009] [optim_t 0.269] [lr 0.001772] [CE 3.647 (4.159)] [KD 3.035 (3.313)] 2024-10-17 07:14:58,912 - Train: 44.47% [556300/1251000] [444.7/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.001772] [CE 4.116 (4.223)] [KD 3.344 (3.352)] 2024-10-17 07:15:10,922 - Train: 44.47% [556350/1251000] [444.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001772] [CE 4.546 (4.234)] [KD 3.517 (3.352)] 2024-10-17 07:15:23,255 - Train: 44.48% [556400/1251000] [444.8/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.001771] [CE 4.628 (4.166)] [KD 3.592 (3.317)] 2024-10-17 07:15:36,814 - Train: 44.48% [556450/1251000] [444.8/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.001771] [CE 4.018 (4.167)] [KD 3.001 (3.292)] 2024-10-17 07:15:50,875 - Train: 44.48% [556500/1251000] [444.8/1000.0] [batch_t 0.301 (0.281)] [data_t 0.079] [optim_t 0.222] [lr 0.001771] [CE 4.249 (4.221)] [KD 3.243 (3.318)] 2024-10-17 07:16:04,980 - Train: 44.49% [556550/1251000] [444.9/1000.0] [batch_t 0.271 (0.282)] [data_t 0.043] [optim_t 0.228] [lr 0.001771] [CE 4.640 (4.249)] [KD 3.643 (3.366)] 2024-10-17 07:16:18,936 - Train: 44.49% [556600/1251000] [444.9/1000.0] [batch_t 0.269 (0.279)] [data_t 0.044] [optim_t 0.225] [lr 0.001771] [CE 4.458 (4.239)] [KD 3.373 (3.346)] 2024-10-17 07:16:31,435 - Train: 44.50% [556650/1251000] [445.0/1000.0] [batch_t 0.254 (0.250)] [data_t 0.026] [optim_t 0.228] [lr 0.001770] [CE 4.294 (4.271)] [KD 3.326 (3.398)] 2024-10-17 07:16:57,134 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.286)] [top1_cnt 37927] [top5_cnt 46520] [top_all 50000] 2024-10-17 07:16:57,135 - net: 75.854 (93.040) 2024-10-17 07:17:10,640 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 39862] [top5_cnt 47457] [top_all 50000] 2024-10-17 07:17:10,641 - net_E: 79.724 (94.914) 2024-10-17 07:17:10,790 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 07:17:10,791 - ==> Total time: 1 day, 16:03:51 Eta: 2 days, 1:58:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:17:16,114 - Train: 44.50% [556700/1251000] [445.0/1000.0] [batch_t 0.355 (0.725)] [data_t 0.009] [optim_t 0.346] [lr 0.001770] [CE 4.475 (4.168)] [KD 3.326 (3.255)] 2024-10-17 07:17:28,011 - Train: 44.50% [556750/1251000] [445.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001770] [CE 4.198 (4.285)] [KD 3.278 (3.308)] 2024-10-17 07:17:40,878 - Train: 44.51% [556800/1251000] [445.1/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.001770] [CE 4.068 (4.230)] [KD 3.290 (3.309)] 2024-10-17 07:17:53,163 - Train: 44.51% [556850/1251000] [445.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001770] [CE 4.362 (4.223)] [KD 3.248 (3.289)] 2024-10-17 07:18:05,059 - Train: 44.52% [556900/1251000] [445.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001770] [CE 3.967 (4.192)] [KD 3.116 (3.301)] 2024-10-17 07:18:18,642 - Train: 44.52% [556950/1251000] [445.2/1000.0] [batch_t 0.232 (0.272)] [data_t 0.009] [optim_t 0.223] [lr 0.001769] [CE 4.087 (4.214)] [KD 3.120 (3.269)] 2024-10-17 07:18:32,233 - Train: 44.52% [557000/1251000] [445.2/1000.0] [batch_t 0.280 (0.272)] [data_t 0.009] [optim_t 0.271] [lr 0.001769] [CE 4.075 (4.190)] [KD 3.423 (3.291)] 2024-10-17 07:18:45,899 - Train: 44.53% [557050/1251000] [445.3/1000.0] [batch_t 0.302 (0.273)] [data_t 0.009] [optim_t 0.293] [lr 0.001769] [CE 4.422 (4.259)] [KD 3.226 (3.301)] 2024-10-17 07:18:59,606 - Train: 44.53% [557100/1251000] [445.3/1000.0] [batch_t 0.255 (0.274)] [data_t 0.009] [optim_t 0.246] [lr 0.001769] [CE 4.137 (4.235)] [KD 3.395 (3.351)] 2024-10-17 07:19:12,305 - Train: 44.54% [557150/1251000] [445.4/1000.0] [batch_t 0.285 (0.254)] [data_t 0.009] [optim_t 0.276] [lr 0.001769] [CE 4.126 (4.269)] [KD 3.318 (3.378)] 2024-10-17 07:19:25,086 - Train: 44.54% [557200/1251000] [445.4/1000.0] [batch_t 0.314 (0.256)] [data_t 0.009] [optim_t 0.305] [lr 0.001768] [CE 4.871 (4.295)] [KD 3.557 (3.392)] 2024-10-17 07:19:39,194 - Train: 44.54% [557250/1251000] [445.4/1000.0] [batch_t 0.236 (0.282)] [data_t 0.009] [optim_t 0.227] [lr 0.001768] [CE 4.042 (4.169)] [KD 3.421 (3.327)] 2024-10-17 07:19:53,496 - Train: 44.55% [557300/1251000] [445.5/1000.0] [batch_t 0.310 (0.286)] [data_t 0.009] [optim_t 0.301] [lr 0.001768] [CE 4.404 (4.256)] [KD 3.250 (3.392)] 2024-10-17 07:20:08,049 - Train: 44.55% [557350/1251000] [445.5/1000.0] [batch_t 0.237 (0.291)] [data_t 0.009] [optim_t 0.228] [lr 0.001768] [CE 4.386 (4.219)] [KD 3.411 (3.357)] 2024-10-17 07:20:22,227 - Train: 44.56% [557400/1251000] [445.6/1000.0] [batch_t 0.238 (0.283)] [data_t 0.009] [optim_t 0.229] [lr 0.001768] [CE 4.057 (4.249)] [KD 3.223 (3.327)] 2024-10-17 07:20:34,834 - Train: 44.56% [557450/1251000] [445.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001768] [CE 3.659 (4.218)] [KD 2.905 (3.305)] 2024-10-17 07:20:48,026 - Train: 44.56% [557500/1251000] [445.6/1000.0] [batch_t 0.271 (0.264)] [data_t 0.009] [optim_t 0.262] [lr 0.001767] [CE 4.058 (4.204)] [KD 3.207 (3.312)] 2024-10-17 07:21:01,804 - Train: 44.57% [557550/1251000] [445.7/1000.0] [batch_t 0.289 (0.275)] [data_t 0.009] [optim_t 0.280] [lr 0.001767] [CE 4.300 (4.207)] [KD 3.199 (3.341)] 2024-10-17 07:21:15,854 - Train: 44.57% [557600/1251000] [445.7/1000.0] [batch_t 0.270 (0.281)] [data_t 0.009] [optim_t 0.261] [lr 0.001767] [CE 4.509 (4.318)] [KD 3.539 (3.384)] 2024-10-17 07:21:30,191 - Train: 44.58% [557650/1251000] [445.8/1000.0] [batch_t 0.313 (0.287)] [data_t 0.009] [optim_t 0.304] [lr 0.001767] [CE 3.779 (4.132)] [KD 3.183 (3.326)] 2024-10-17 07:21:44,393 - Train: 44.58% [557700/1251000] [445.8/1000.0] [batch_t 0.236 (0.284)] [data_t 0.009] [optim_t 0.227] [lr 0.001767] [CE 4.511 (4.316)] [KD 3.374 (3.390)] 2024-10-17 07:21:57,647 - Train: 44.58% [557750/1251000] [445.8/1000.0] [batch_t 0.271 (0.265)] [data_t 0.009] [optim_t 0.262] [lr 0.001766] [CE 4.126 (4.275)] [KD 3.316 (3.395)] 2024-10-17 07:22:11,291 - Train: 44.59% [557800/1251000] [445.9/1000.0] [batch_t 0.284 (0.273)] [data_t 0.009] [optim_t 0.275] [lr 0.001766] [CE 4.187 (4.211)] [KD 3.566 (3.319)] 2024-10-17 07:22:25,647 - Train: 44.59% [557850/1251000] [445.9/1000.0] [batch_t 0.275 (0.287)] [data_t 0.009] [optim_t 0.266] [lr 0.001766] [CE 4.214 (4.201)] [KD 3.306 (3.303)] 2024-10-17 07:22:39,984 - Train: 44.60% [557900/1251000] [446.0/1000.0] [batch_t 0.236 (0.287)] [data_t 0.009] [optim_t 0.227] [lr 0.001766] [CE 4.271 (4.229)] [KD 3.262 (3.336)] 2024-10-17 07:23:06,064 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.263)] [top1_cnt 38007] [top5_cnt 46503] [top_all 50000] 2024-10-17 07:23:06,064 - net: 76.014 (93.006) 2024-10-17 07:23:18,697 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39871] [top5_cnt 47458] [top_all 50000] 2024-10-17 07:23:18,698 - net_E: 79.742 (94.916) 2024-10-17 07:23:18,845 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.748 (epoch: 433)] 2024-10-17 07:23:18,846 - ==> Total time: 1 day, 16:09:59 Eta: 2 days, 1:53:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:23:24,115 - Train: 44.60% [557950/1251000] [446.0/1000.0] [batch_t 0.236 (0.918)] [data_t 0.009] [optim_t 0.228] [lr 0.001766] [CE 4.362 (4.111)] [KD 3.455 (3.279)] 2024-10-17 07:23:36,249 - Train: 44.60% [558000/1251000] [446.0/1000.0] [batch_t 0.470 (0.243)] [data_t 0.009] [optim_t 0.461] [lr 0.001766] [CE 4.435 (4.189)] [KD 3.253 (3.262)] 2024-10-17 07:23:49,944 - Train: 44.61% [558050/1251000] [446.1/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.001765] [CE 3.982 (4.221)] [KD 3.140 (3.269)] 2024-10-17 07:24:03,727 - Train: 44.61% [558100/1251000] [446.1/1000.0] [batch_t 0.272 (0.276)] [data_t 0.009] [optim_t 0.263] [lr 0.001765] [CE 3.985 (4.175)] [KD 3.120 (3.281)] 2024-10-17 07:24:17,490 - Train: 44.62% [558150/1251000] [446.2/1000.0] [batch_t 0.243 (0.275)] [data_t 0.009] [optim_t 0.234] [lr 0.001765] [CE 4.945 (4.265)] [KD 3.649 (3.360)] 2024-10-17 07:24:30,411 - Train: 44.62% [558200/1251000] [446.2/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.001765] [CE 4.274 (4.138)] [KD 3.240 (3.308)] 2024-10-17 07:24:42,466 - Train: 44.62% [558250/1251000] [446.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001765] [CE 4.473 (4.269)] [KD 3.618 (3.346)] 2024-10-17 07:24:55,472 - Train: 44.63% [558300/1251000] [446.3/1000.0] [batch_t 0.241 (0.260)] [data_t 0.009] [optim_t 0.232] [lr 0.001764] [CE 4.202 (4.221)] [KD 3.256 (3.301)] 2024-10-17 07:25:08,805 - Train: 44.63% [558350/1251000] [446.3/1000.0] [batch_t 0.243 (0.267)] [data_t 0.009] [optim_t 0.233] [lr 0.001764] [CE 4.410 (4.223)] [KD 3.566 (3.351)] 2024-10-17 07:25:22,532 - Train: 44.64% [558400/1251000] [446.4/1000.0] [batch_t 0.242 (0.274)] [data_t 0.009] [optim_t 0.234] [lr 0.001764] [CE 4.223 (4.263)] [KD 3.246 (3.328)] 2024-10-17 07:25:35,710 - Train: 44.64% [558450/1251000] [446.4/1000.0] [batch_t 0.369 (0.263)] [data_t 0.009] [optim_t 0.360] [lr 0.001764] [CE 4.109 (4.275)] [KD 3.381 (3.326)] 2024-10-17 07:25:49,081 - Train: 44.64% [558500/1251000] [446.4/1000.0] [batch_t 0.240 (0.267)] [data_t 0.009] [optim_t 0.231] [lr 0.001764] [CE 3.909 (4.182)] [KD 3.255 (3.321)] 2024-10-17 07:26:01,070 - Train: 44.65% [558550/1251000] [446.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001764] [CE 4.104 (4.207)] [KD 3.346 (3.321)] 2024-10-17 07:26:13,395 - Train: 44.65% [558600/1251000] [446.5/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.001763] [CE 4.258 (4.248)] [KD 3.159 (3.344)] 2024-10-17 07:26:26,664 - Train: 44.66% [558650/1251000] [446.6/1000.0] [batch_t 0.242 (0.265)] [data_t 0.009] [optim_t 0.234] [lr 0.001763] [CE 4.317 (4.174)] [KD 3.317 (3.297)] 2024-10-17 07:26:40,134 - Train: 44.66% [558700/1251000] [446.6/1000.0] [batch_t 0.262 (0.269)] [data_t 0.009] [optim_t 0.253] [lr 0.001763] [CE 4.292 (4.145)] [KD 3.458 (3.284)] 2024-10-17 07:26:53,421 - Train: 44.66% [558750/1251000] [446.6/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.001763] [CE 3.578 (4.246)] [KD 3.216 (3.378)] 2024-10-17 07:27:06,958 - Train: 44.67% [558800/1251000] [446.7/1000.0] [batch_t 0.248 (0.271)] [data_t 0.009] [optim_t 0.239] [lr 0.001763] [CE 4.413 (4.297)] [KD 3.374 (3.385)] 2024-10-17 07:27:19,208 - Train: 44.67% [558850/1251000] [446.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001762] [CE 4.235 (4.209)] [KD 3.411 (3.352)] 2024-10-17 07:27:31,522 - Train: 44.68% [558900/1251000] [446.8/1000.0] [batch_t 0.278 (0.246)] [data_t 0.009] [optim_t 0.269] [lr 0.001762] [CE 3.958 (4.226)] [KD 3.335 (3.357)] 2024-10-17 07:27:45,231 - Train: 44.68% [558950/1251000] [446.8/1000.0] [batch_t 0.242 (0.274)] [data_t 0.009] [optim_t 0.234] [lr 0.001762] [CE 4.186 (4.272)] [KD 3.181 (3.338)] 2024-10-17 07:27:58,515 - Train: 44.68% [559000/1251000] [446.8/1000.0] [batch_t 0.298 (0.266)] [data_t 0.009] [optim_t 0.290] [lr 0.001762] [CE 4.547 (4.204)] [KD 3.435 (3.305)] 2024-10-17 07:28:12,044 - Train: 44.69% [559050/1251000] [446.9/1000.0] [batch_t 0.256 (0.270)] [data_t 0.009] [optim_t 0.247] [lr 0.001762] [CE 4.264 (4.232)] [KD 3.254 (3.322)] 2024-10-17 07:28:25,794 - Train: 44.69% [559100/1251000] [446.9/1000.0] [batch_t 0.277 (0.275)] [data_t 0.009] [optim_t 0.268] [lr 0.001761] [CE 4.331 (4.194)] [KD 3.459 (3.281)] 2024-10-17 07:28:38,152 - Train: 44.70% [559150/1251000] [447.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001761] [CE 4.352 (4.176)] [KD 3.130 (3.344)] 2024-10-17 07:29:03,273 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.265)] [top1_cnt 37975] [top5_cnt 46567] [top_all 50000] 2024-10-17 07:29:03,274 - net: 75.950 (93.134) 2024-10-17 07:29:16,907 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.265)] [top1_cnt 39911] [top5_cnt 47454] [top_all 50000] 2024-10-17 07:29:16,907 - net_E: 79.822 (94.908) 2024-10-17 07:29:17,069 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.822 (epoch: 447)] 2024-10-17 07:29:17,069 - ==> Total time: 1 day, 16:15:57 Eta: 2 days, 1:48:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:29:23,566 - Train: 44.70% [559200/1251000] [447.0/1000.0] [batch_t 0.235 (0.640)] [data_t 0.009] [optim_t 0.226] [lr 0.001761] [CE 3.587 (3.820)] [KD 3.027 (3.109)] 2024-10-17 07:29:35,916 - Train: 44.70% [559250/1251000] [447.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001761] [CE 4.003 (4.212)] [KD 3.196 (3.315)] 2024-10-17 07:29:48,587 - Train: 44.71% [559300/1251000] [447.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001761] [CE 4.137 (4.250)] [KD 3.161 (3.326)] 2024-10-17 07:30:00,509 - Train: 44.71% [559350/1251000] [447.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001761] [CE 3.940 (4.204)] [KD 3.199 (3.292)] 2024-10-17 07:30:12,484 - Train: 44.72% [559400/1251000] [447.2/1000.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.001760] [CE 4.116 (4.225)] [KD 3.304 (3.366)] 2024-10-17 07:30:25,641 - Train: 44.72% [559450/1251000] [447.2/1000.0] [batch_t 0.238 (0.263)] [data_t 0.009] [optim_t 0.229] [lr 0.001760] [CE 4.692 (4.241)] [KD 3.499 (3.378)] 2024-10-17 07:30:38,645 - Train: 44.72% [559500/1251000] [447.2/1000.0] [batch_t 0.306 (0.260)] [data_t 0.009] [optim_t 0.298] [lr 0.001760] [CE 3.687 (4.238)] [KD 3.310 (3.402)] 2024-10-17 07:30:51,853 - Train: 44.73% [559550/1251000] [447.3/1000.0] [batch_t 0.243 (0.264)] [data_t 0.009] [optim_t 0.234] [lr 0.001760] [CE 4.060 (4.191)] [KD 3.293 (3.313)] 2024-10-17 07:31:04,802 - Train: 44.73% [559600/1251000] [447.3/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001760] [CE 4.193 (4.215)] [KD 3.175 (3.325)] 2024-10-17 07:31:17,203 - Train: 44.74% [559650/1251000] [447.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001759] [CE 4.479 (4.245)] [KD 3.517 (3.426)] 2024-10-17 07:31:29,611 - Train: 44.74% [559700/1251000] [447.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001759] [CE 3.888 (4.218)] [KD 3.208 (3.328)] 2024-10-17 07:31:41,693 - Train: 44.74% [559750/1251000] [447.4/1000.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.001759] [CE 4.163 (4.285)] [KD 3.295 (3.340)] 2024-10-17 07:31:55,041 - Train: 44.75% [559800/1251000] [447.5/1000.0] [batch_t 0.289 (0.267)] [data_t 0.067] [optim_t 0.223] [lr 0.001759] [CE 4.358 (4.199)] [KD 3.342 (3.304)] 2024-10-17 07:32:08,716 - Train: 44.75% [559850/1251000] [447.5/1000.0] [batch_t 0.278 (0.273)] [data_t 0.056] [optim_t 0.222] [lr 0.001759] [CE 4.451 (4.260)] [KD 3.394 (3.339)] 2024-10-17 07:32:22,649 - Train: 44.76% [559900/1251000] [447.6/1000.0] [batch_t 0.382 (0.279)] [data_t 0.028] [optim_t 0.354] [lr 0.001759] [CE 4.080 (4.216)] [KD 3.374 (3.357)] 2024-10-17 07:32:35,384 - Train: 44.76% [559950/1251000] [447.6/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001758] [CE 4.082 (4.153)] [KD 3.330 (3.320)] 2024-10-17 07:32:47,408 - Train: 44.76% [560000/1251000] [447.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001758] [CE 4.436 (4.223)] [KD 3.470 (3.384)] 2024-10-17 07:33:00,309 - Train: 44.77% [560050/1251000] [447.7/1000.0] [batch_t 0.280 (0.258)] [data_t 0.055] [optim_t 0.226] [lr 0.001758] [CE 4.480 (4.214)] [KD 3.496 (3.361)] 2024-10-17 07:33:14,105 - Train: 44.77% [560100/1251000] [447.7/1000.0] [batch_t 0.309 (0.276)] [data_t 0.084] [optim_t 0.225] [lr 0.001758] [CE 4.041 (4.197)] [KD 3.458 (3.306)] 2024-10-17 07:33:27,636 - Train: 44.78% [560150/1251000] [447.8/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.001758] [CE 4.289 (4.288)] [KD 3.350 (3.354)] 2024-10-17 07:33:41,189 - Train: 44.78% [560200/1251000] [447.8/1000.0] [batch_t 0.274 (0.271)] [data_t 0.051] [optim_t 0.223] [lr 0.001757] [CE 3.907 (4.220)] [KD 3.102 (3.325)] 2024-10-17 07:33:54,410 - Train: 44.78% [560250/1251000] [447.8/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.001757] [CE 4.296 (4.267)] [KD 3.363 (3.397)] 2024-10-17 07:34:06,486 - Train: 44.79% [560300/1251000] [447.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001757] [CE 4.102 (4.179)] [KD 3.251 (3.304)] 2024-10-17 07:34:19,256 - Train: 44.79% [560350/1251000] [447.9/1000.0] [batch_t 0.285 (0.255)] [data_t 0.061] [optim_t 0.225] [lr 0.001757] [CE 4.274 (4.257)] [KD 3.223 (3.351)] 2024-10-17 07:34:32,914 - Train: 44.80% [560400/1251000] [448.0/1000.0] [batch_t 0.276 (0.273)] [data_t 0.049] [optim_t 0.227] [lr 0.001757] [CE 3.801 (4.268)] [KD 2.945 (3.351)] 2024-10-17 07:34:59,177 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.267)] [top1_cnt 37926] [top5_cnt 46495] [top_all 50000] 2024-10-17 07:34:59,178 - net: 75.852 (92.990) 2024-10-17 07:35:12,961 - Test (net_E): 100.00% [50/50] [batch_t 0.088 (0.267)] [top1_cnt 39916] [top5_cnt 47465] [top_all 50000] 2024-10-17 07:35:12,962 - net_E: 79.832 (94.930) 2024-10-17 07:35:13,112 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.832 (epoch: 448)] 2024-10-17 07:35:13,112 - ==> Total time: 1 day, 16:21:53 Eta: 2 days, 1:44:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:35:19,330 - Train: 44.80% [560450/1251000] [448.0/1000.0] [batch_t 0.234 (0.676)] [data_t 0.009] [optim_t 0.226] [lr 0.001757] [CE 4.057 (4.020)] [KD 3.264 (3.195)] 2024-10-17 07:35:31,369 - Train: 44.80% [560500/1251000] [448.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001756] [CE 3.702 (4.165)] [KD 3.076 (3.305)] 2024-10-17 07:35:44,312 - Train: 44.81% [560550/1251000] [448.1/1000.0] [batch_t 0.241 (0.259)] [data_t 0.009] [optim_t 0.232] [lr 0.001756] [CE 3.649 (4.236)] [KD 2.899 (3.282)] 2024-10-17 07:35:58,437 - Train: 44.81% [560600/1251000] [448.1/1000.0] [batch_t 0.313 (0.282)] [data_t 0.009] [optim_t 0.304] [lr 0.001756] [CE 4.223 (4.203)] [KD 3.294 (3.290)] 2024-10-17 07:36:12,137 - Train: 44.82% [560650/1251000] [448.2/1000.0] [batch_t 0.252 (0.274)] [data_t 0.009] [optim_t 0.243] [lr 0.001756] [CE 3.756 (4.268)] [KD 3.088 (3.288)] 2024-10-17 07:36:25,968 - Train: 44.82% [560700/1251000] [448.2/1000.0] [batch_t 0.270 (0.276)] [data_t 0.009] [optim_t 0.262] [lr 0.001756] [CE 4.290 (4.159)] [KD 3.368 (3.269)] 2024-10-17 07:36:38,942 - Train: 44.82% [560750/1251000] [448.2/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.001755] [CE 4.121 (4.182)] [KD 3.289 (3.238)] 2024-10-17 07:36:51,044 - Train: 44.83% [560800/1251000] [448.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001755] [CE 4.312 (4.238)] [KD 3.324 (3.303)] 2024-10-17 07:37:03,484 - Train: 44.83% [560850/1251000] [448.3/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.001755] [CE 4.457 (4.225)] [KD 3.333 (3.298)] 2024-10-17 07:37:17,331 - Train: 44.84% [560900/1251000] [448.4/1000.0] [batch_t 0.237 (0.277)] [data_t 0.009] [optim_t 0.228] [lr 0.001755] [CE 4.496 (4.266)] [KD 3.651 (3.348)] 2024-10-17 07:37:31,007 - Train: 44.84% [560950/1251000] [448.4/1000.0] [batch_t 0.247 (0.273)] [data_t 0.009] [optim_t 0.238] [lr 0.001755] [CE 4.033 (4.168)] [KD 3.303 (3.314)] 2024-10-17 07:37:44,541 - Train: 44.84% [561000/1251000] [448.4/1000.0] [batch_t 0.248 (0.271)] [data_t 0.009] [optim_t 0.239] [lr 0.001754] [CE 4.463 (4.209)] [KD 3.253 (3.301)] 2024-10-17 07:37:57,172 - Train: 44.85% [561050/1251000] [448.5/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001754] [CE 4.200 (4.204)] [KD 3.384 (3.387)] 2024-10-17 07:38:09,079 - Train: 44.85% [561100/1251000] [448.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001754] [CE 4.391 (4.228)] [KD 3.272 (3.345)] 2024-10-17 07:38:21,116 - Train: 44.86% [561150/1251000] [448.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001754] [CE 4.085 (4.270)] [KD 3.423 (3.365)] 2024-10-17 07:38:33,455 - Train: 44.86% [561200/1251000] [448.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001754] [CE 3.949 (4.178)] [KD 3.039 (3.287)] 2024-10-17 07:38:46,713 - Train: 44.86% [561250/1251000] [448.6/1000.0] [batch_t 0.245 (0.265)] [data_t 0.009] [optim_t 0.236] [lr 0.001754] [CE 4.477 (4.186)] [KD 3.403 (3.256)] 2024-10-17 07:38:59,834 - Train: 44.87% [561300/1251000] [448.7/1000.0] [batch_t 0.244 (0.262)] [data_t 0.009] [optim_t 0.235] [lr 0.001753] [CE 4.254 (4.246)] [KD 3.326 (3.309)] 2024-10-17 07:39:13,520 - Train: 44.87% [561350/1251000] [448.7/1000.0] [batch_t 0.255 (0.274)] [data_t 0.009] [optim_t 0.246] [lr 0.001753] [CE 4.640 (4.213)] [KD 3.517 (3.326)] 2024-10-17 07:39:25,875 - Train: 44.88% [561400/1251000] [448.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001753] [CE 4.141 (4.240)] [KD 3.345 (3.374)] 2024-10-17 07:39:38,159 - Train: 44.88% [561450/1251000] [448.8/1000.0] [batch_t 0.263 (0.246)] [data_t 0.009] [optim_t 0.254] [lr 0.001753] [CE 4.279 (4.246)] [KD 3.484 (3.366)] 2024-10-17 07:39:51,577 - Train: 44.88% [561500/1251000] [448.8/1000.0] [batch_t 0.251 (0.268)] [data_t 0.009] [optim_t 0.242] [lr 0.001753] [CE 4.353 (4.232)] [KD 3.308 (3.367)] 2024-10-17 07:40:04,736 - Train: 44.89% [561550/1251000] [448.9/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.228] [lr 0.001752] [CE 4.691 (4.240)] [KD 3.266 (3.296)] 2024-10-17 07:40:18,049 - Train: 44.89% [561600/1251000] [448.9/1000.0] [batch_t 0.295 (0.266)] [data_t 0.009] [optim_t 0.286] [lr 0.001752] [CE 4.701 (4.208)] [KD 3.503 (3.323)] 2024-10-17 07:40:31,212 - Train: 44.90% [561650/1251000] [449.0/1000.0] [batch_t 0.255 (0.263)] [data_t 0.009] [optim_t 0.246] [lr 0.001752] [CE 4.206 (4.261)] [KD 3.437 (3.326)] 2024-10-17 07:40:55,656 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 37948] [top5_cnt 46611] [top_all 50000] 2024-10-17 07:40:55,656 - net: 75.896 (93.222) 2024-10-17 07:41:08,980 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.259)] [top1_cnt 39918] [top5_cnt 47463] [top_all 50000] 2024-10-17 07:41:08,981 - net_E: 79.836 (94.926) 2024-10-17 07:41:09,096 - Max [top1: 76.276 (epoch: 439)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 07:41:09,096 - ==> Total time: 1 day, 16:27:49 Eta: 2 days, 1:39:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:41:15,163 - Train: 44.90% [561700/1251000] [449.0/1000.0] [batch_t 1.539 (1.539)] [data_t 1.309] [optim_t 0.231] [lr 0.001752] [CE 4.754 (4.754)] [KD 3.361 (3.361)] 2024-10-17 07:41:27,456 - Train: 44.90% [561750/1251000] [449.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001752] [CE 4.408 (4.188)] [KD 3.569 (3.305)] 2024-10-17 07:41:40,842 - Train: 44.91% [561800/1251000] [449.1/1000.0] [batch_t 0.234 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.001752] [CE 4.553 (4.284)] [KD 3.532 (3.334)] 2024-10-17 07:41:54,412 - Train: 44.91% [561850/1251000] [449.1/1000.0] [batch_t 0.250 (0.271)] [data_t 0.009] [optim_t 0.241] [lr 0.001751] [CE 3.712 (4.219)] [KD 2.881 (3.292)] 2024-10-17 07:42:06,806 - Train: 44.92% [561900/1251000] [449.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001751] [CE 4.693 (4.225)] [KD 3.555 (3.274)] 2024-10-17 07:42:19,683 - Train: 44.92% [561950/1251000] [449.2/1000.0] [batch_t 0.242 (0.257)] [data_t 0.009] [optim_t 0.233] [lr 0.001751] [CE 4.159 (4.247)] [KD 3.322 (3.346)] 2024-10-17 07:42:32,928 - Train: 44.92% [562000/1251000] [449.2/1000.0] [batch_t 0.279 (0.265)] [data_t 0.009] [optim_t 0.270] [lr 0.001751] [CE 4.811 (4.182)] [KD 3.822 (3.305)] 2024-10-17 07:42:46,874 - Train: 44.93% [562050/1251000] [449.3/1000.0] [batch_t 0.258 (0.279)] [data_t 0.009] [optim_t 0.249] [lr 0.001751] [CE 4.709 (4.266)] [KD 3.430 (3.348)] 2024-10-17 07:43:00,422 - Train: 44.93% [562100/1251000] [449.3/1000.0] [batch_t 0.282 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.001750] [CE 3.758 (4.189)] [KD 2.898 (3.304)] 2024-10-17 07:43:13,838 - Train: 44.94% [562150/1251000] [449.4/1000.0] [batch_t 0.289 (0.268)] [data_t 0.009] [optim_t 0.280] [lr 0.001750] [CE 4.074 (4.159)] [KD 3.048 (3.226)] 2024-10-17 07:43:26,625 - Train: 44.94% [562200/1251000] [449.4/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.001750] [CE 4.316 (4.252)] [KD 3.431 (3.297)] 2024-10-17 07:43:38,761 - Train: 44.94% [562250/1251000] [449.4/1000.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.001750] [CE 4.468 (4.217)] [KD 3.278 (3.288)] 2024-10-17 07:43:52,165 - Train: 44.95% [562300/1251000] [449.5/1000.0] [batch_t 0.293 (0.268)] [data_t 0.009] [optim_t 0.284] [lr 0.001750] [CE 4.415 (4.218)] [KD 3.450 (3.268)] 2024-10-17 07:44:05,662 - Train: 44.95% [562350/1251000] [449.5/1000.0] [batch_t 0.291 (0.270)] [data_t 0.009] [optim_t 0.282] [lr 0.001750] [CE 3.842 (4.215)] [KD 3.190 (3.245)] 2024-10-17 07:44:19,192 - Train: 44.96% [562400/1251000] [449.6/1000.0] [batch_t 0.277 (0.270)] [data_t 0.009] [optim_t 0.269] [lr 0.001749] [CE 4.648 (4.211)] [KD 3.772 (3.294)] 2024-10-17 07:44:32,669 - Train: 44.96% [562450/1251000] [449.6/1000.0] [batch_t 0.286 (0.269)] [data_t 0.009] [optim_t 0.277] [lr 0.001749] [CE 4.134 (4.256)] [KD 2.948 (3.309)] 2024-10-17 07:44:45,386 - Train: 44.96% [562500/1251000] [449.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.001749] [CE 4.122 (4.262)] [KD 3.490 (3.346)] 2024-10-17 07:44:57,485 - Train: 44.97% [562550/1251000] [449.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001749] [CE 4.410 (4.225)] [KD 3.380 (3.340)] 2024-10-17 07:45:09,579 - Train: 44.97% [562600/1251000] [449.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001749] [CE 4.357 (4.230)] [KD 3.535 (3.303)] 2024-10-17 07:45:22,629 - Train: 44.98% [562650/1251000] [449.8/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.001748] [CE 4.013 (4.216)] [KD 3.040 (3.312)] 2024-10-17 07:45:36,316 - Train: 44.98% [562700/1251000] [449.8/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.001748] [CE 3.803 (4.202)] [KD 3.276 (3.299)] 2024-10-17 07:45:49,048 - Train: 44.98% [562750/1251000] [449.8/1000.0] [batch_t 0.274 (0.255)] [data_t 0.049] [optim_t 0.225] [lr 0.001748] [CE 4.281 (4.155)] [KD 3.184 (3.291)] 2024-10-17 07:46:02,040 - Train: 44.99% [562800/1251000] [449.9/1000.0] [batch_t 0.241 (0.260)] [data_t 0.009] [optim_t 0.232] [lr 0.001748] [CE 4.555 (4.246)] [KD 3.582 (3.338)] 2024-10-17 07:46:14,540 - Train: 44.99% [562850/1251000] [449.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001748] [CE 4.295 (4.268)] [KD 3.242 (3.330)] 2024-10-17 07:46:26,635 - Train: 45.00% [562900/1251000] [450.0/1000.0] [batch_t 0.286 (0.242)] [data_t 0.009] [optim_t 0.277] [lr 0.001747] [CE 4.422 (4.240)] [KD 3.468 (3.319)] 2024-10-17 07:46:40,072 - Train: 45.00% [562950/1251000] [450.0/1000.0] [batch_t 0.232 (0.269)] [data_t 0.009] [optim_t 0.224] [lr 0.001747] [CE 4.195 (4.177)] [KD 3.396 (3.268)] 2024-10-17 07:46:53,913 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.273)] [top1_cnt 38178] [top5_cnt 46672] [top_all 50000] 2024-10-17 07:46:53,914 - net: 76.356 (93.344) 2024-10-17 07:47:08,772 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.290)] [top1_cnt 39901] [top5_cnt 47471] [top_all 50000] 2024-10-17 07:47:08,773 - net_E: 79.802 (94.942) 2024-10-17 07:47:08,974 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 07:47:08,974 - ==> Total time: 1 day, 16:33:49 Eta: 2 days, 1:34:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:47:28,180 - Train: 45.00% [563000/1251000] [450.0/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.001747] [CE 4.250 (4.104)] [KD 3.101 (3.242)] 2024-10-17 07:47:40,601 - Train: 45.01% [563050/1251000] [450.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001747] [CE 4.129 (4.269)] [KD 3.438 (3.326)] 2024-10-17 07:47:54,099 - Train: 45.01% [563100/1251000] [450.1/1000.0] [batch_t 0.277 (0.270)] [data_t 0.009] [optim_t 0.268] [lr 0.001747] [CE 4.081 (4.257)] [KD 3.145 (3.285)] 2024-10-17 07:48:07,948 - Train: 45.02% [563150/1251000] [450.2/1000.0] [batch_t 0.251 (0.277)] [data_t 0.009] [optim_t 0.242] [lr 0.001747] [CE 4.428 (4.240)] [KD 3.527 (3.344)] 2024-10-17 07:48:21,800 - Train: 45.02% [563200/1251000] [450.2/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.001746] [CE 4.246 (4.282)] [KD 3.355 (3.335)] 2024-10-17 07:48:35,474 - Train: 45.02% [563250/1251000] [450.2/1000.0] [batch_t 0.317 (0.273)] [data_t 0.009] [optim_t 0.308] [lr 0.001746] [CE 4.327 (4.258)] [KD 3.451 (3.346)] 2024-10-17 07:48:48,610 - Train: 45.03% [563300/1251000] [450.3/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.001746] [CE 4.385 (4.166)] [KD 3.577 (3.340)] 2024-10-17 07:49:00,956 - Train: 45.03% [563350/1251000] [450.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001746] [CE 4.290 (4.244)] [KD 3.356 (3.311)] 2024-10-17 07:49:14,795 - Train: 45.04% [563400/1251000] [450.4/1000.0] [batch_t 0.494 (0.277)] [data_t 0.009] [optim_t 0.485] [lr 0.001746] [CE 4.135 (4.235)] [KD 3.275 (3.317)] 2024-10-17 07:49:28,282 - Train: 45.04% [563450/1251000] [450.4/1000.0] [batch_t 0.281 (0.270)] [data_t 0.009] [optim_t 0.272] [lr 0.001745] [CE 4.259 (4.167)] [KD 3.308 (3.306)] 2024-10-17 07:49:42,140 - Train: 45.04% [563500/1251000] [450.4/1000.0] [batch_t 0.298 (0.277)] [data_t 0.009] [optim_t 0.289] [lr 0.001745] [CE 4.338 (4.227)] [KD 3.453 (3.303)] 2024-10-17 07:49:56,138 - Train: 45.05% [563550/1251000] [450.5/1000.0] [batch_t 0.278 (0.280)] [data_t 0.009] [optim_t 0.269] [lr 0.001745] [CE 4.683 (4.258)] [KD 3.701 (3.328)] 2024-10-17 07:50:09,185 - Train: 45.05% [563600/1251000] [450.5/1000.0] [batch_t 0.237 (0.261)] [data_t 0.009] [optim_t 0.228] [lr 0.001745] [CE 4.214 (4.254)] [KD 3.351 (3.363)] 2024-10-17 07:50:21,823 - Train: 45.06% [563650/1251000] [450.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001745] [CE 3.675 (4.310)] [KD 3.268 (3.350)] 2024-10-17 07:50:35,058 - Train: 45.06% [563700/1251000] [450.6/1000.0] [batch_t 0.308 (0.265)] [data_t 0.009] [optim_t 0.299] [lr 0.001745] [CE 4.163 (4.305)] [KD 3.415 (3.393)] 2024-10-17 07:50:48,609 - Train: 45.06% [563750/1251000] [450.6/1000.0] [batch_t 0.305 (0.271)] [data_t 0.009] [optim_t 0.296] [lr 0.001744] [CE 3.898 (4.123)] [KD 3.126 (3.243)] 2024-10-17 07:51:02,262 - Train: 45.07% [563800/1251000] [450.7/1000.0] [batch_t 0.238 (0.273)] [data_t 0.010] [optim_t 0.228] [lr 0.001744] [CE 4.210 (4.203)] [KD 3.303 (3.287)] 2024-10-17 07:51:16,032 - Train: 45.07% [563850/1251000] [450.7/1000.0] [batch_t 0.298 (0.275)] [data_t 0.009] [optim_t 0.289] [lr 0.001744] [CE 3.638 (4.186)] [KD 3.253 (3.316)] 2024-10-17 07:51:29,294 - Train: 45.08% [563900/1251000] [450.8/1000.0] [batch_t 0.238 (0.265)] [data_t 0.009] [optim_t 0.229] [lr 0.001744] [CE 4.072 (4.252)] [KD 3.203 (3.362)] 2024-10-17 07:51:42,187 - Train: 45.08% [563950/1251000] [450.8/1000.0] [batch_t 0.244 (0.258)] [data_t 0.009] [optim_t 0.235] [lr 0.001744] [CE 4.560 (4.207)] [KD 3.444 (3.300)] 2024-10-17 07:51:55,738 - Train: 45.08% [564000/1251000] [450.8/1000.0] [batch_t 0.244 (0.271)] [data_t 0.009] [optim_t 0.235] [lr 0.001743] [CE 4.209 (4.230)] [KD 3.431 (3.292)] 2024-10-17 07:52:09,672 - Train: 45.09% [564050/1251000] [450.9/1000.0] [batch_t 0.245 (0.279)] [data_t 0.009] [optim_t 0.236] [lr 0.001743] [CE 3.877 (4.278)] [KD 3.339 (3.415)] 2024-10-17 07:52:23,733 - Train: 45.09% [564100/1251000] [450.9/1000.0] [batch_t 0.299 (0.281)] [data_t 0.009] [optim_t 0.290] [lr 0.001743] [CE 4.133 (4.306)] [KD 3.171 (3.383)] 2024-10-17 07:52:37,554 - Train: 45.10% [564150/1251000] [451.0/1000.0] [batch_t 0.247 (0.276)] [data_t 0.009] [optim_t 0.238] [lr 0.001743] [CE 4.726 (4.268)] [KD 3.566 (3.320)] 2024-10-17 07:52:50,535 - Train: 45.10% [564200/1251000] [451.0/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001743] [CE 3.606 (4.246)] [KD 2.979 (3.269)] 2024-10-17 07:53:03,702 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.253)] [top1_cnt 38032] [top5_cnt 46623] [top_all 50000] 2024-10-17 07:53:03,703 - net: 76.064 (93.246) 2024-10-17 07:53:16,993 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.257)] [top1_cnt 39893] [top5_cnt 47460] [top_all 50000] 2024-10-17 07:53:16,993 - net_E: 79.786 (94.920) 2024-10-17 07:53:17,148 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 07:53:17,148 - ==> Total time: 1 day, 16:39:57 Eta: 2 days, 1:30:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:53:33,394 - Train: 45.10% [564250/1251000] [451.0/1000.0] [batch_t 0.279 (0.302)] [data_t 0.009] [optim_t 0.270] [lr 0.001743] [CE 4.698 (4.254)] [KD 3.839 (3.332)] 2024-10-17 07:53:47,551 - Train: 45.11% [564300/1251000] [451.1/1000.0] [batch_t 0.277 (0.283)] [data_t 0.009] [optim_t 0.268] [lr 0.001742] [CE 4.282 (4.259)] [KD 3.332 (3.298)] 2024-10-17 07:54:01,546 - Train: 45.11% [564350/1251000] [451.1/1000.0] [batch_t 0.234 (0.280)] [data_t 0.009] [optim_t 0.225] [lr 0.001742] [CE 4.275 (4.218)] [KD 3.267 (3.323)] 2024-10-17 07:54:14,272 - Train: 45.12% [564400/1251000] [451.2/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.001742] [CE 4.247 (4.216)] [KD 3.303 (3.331)] 2024-10-17 07:54:26,556 - Train: 45.12% [564450/1251000] [451.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001742] [CE 4.773 (4.299)] [KD 3.767 (3.387)] 2024-10-17 07:54:39,785 - Train: 45.12% [564500/1251000] [451.2/1000.0] [batch_t 0.234 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.001742] [CE 4.014 (4.180)] [KD 3.346 (3.311)] 2024-10-17 07:54:53,386 - Train: 45.13% [564550/1251000] [451.3/1000.0] [batch_t 0.274 (0.272)] [data_t 0.009] [optim_t 0.265] [lr 0.001741] [CE 4.808 (4.257)] [KD 3.395 (3.358)] 2024-10-17 07:55:07,193 - Train: 45.13% [564600/1251000] [451.3/1000.0] [batch_t 0.287 (0.276)] [data_t 0.009] [optim_t 0.278] [lr 0.001741] [CE 3.876 (4.109)] [KD 3.056 (3.292)] 2024-10-17 07:55:20,738 - Train: 45.14% [564650/1251000] [451.4/1000.0] [batch_t 0.266 (0.271)] [data_t 0.009] [optim_t 0.257] [lr 0.001741] [CE 4.518 (4.199)] [KD 3.367 (3.351)] 2024-10-17 07:55:33,762 - Train: 45.14% [564700/1251000] [451.4/1000.0] [batch_t 0.255 (0.260)] [data_t 0.009] [optim_t 0.246] [lr 0.001741] [CE 4.127 (4.201)] [KD 3.347 (3.325)] 2024-10-17 07:55:46,521 - Train: 45.14% [564750/1251000] [451.4/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.001741] [CE 3.623 (4.183)] [KD 2.858 (3.255)] 2024-10-17 07:56:00,310 - Train: 45.15% [564800/1251000] [451.5/1000.0] [batch_t 0.278 (0.276)] [data_t 0.009] [optim_t 0.269] [lr 0.001740] [CE 4.161 (4.264)] [KD 3.352 (3.316)] 2024-10-17 07:56:14,255 - Train: 45.15% [564850/1251000] [451.5/1000.0] [batch_t 0.305 (0.279)] [data_t 0.009] [optim_t 0.296] [lr 0.001740] [CE 4.326 (4.154)] [KD 3.301 (3.303)] 2024-10-17 07:56:28,262 - Train: 45.16% [564900/1251000] [451.6/1000.0] [batch_t 0.281 (0.280)] [data_t 0.009] [optim_t 0.273] [lr 0.001740] [CE 4.380 (4.217)] [KD 3.529 (3.332)] 2024-10-17 07:56:42,354 - Train: 45.16% [564950/1251000] [451.6/1000.0] [batch_t 0.262 (0.282)] [data_t 0.009] [optim_t 0.253] [lr 0.001740] [CE 4.044 (4.182)] [KD 3.095 (3.334)] 2024-10-17 07:56:55,459 - Train: 45.16% [565000/1251000] [451.6/1000.0] [batch_t 0.232 (0.262)] [data_t 0.009] [optim_t 0.223] [lr 0.001740] [CE 4.184 (4.273)] [KD 3.517 (3.364)] 2024-10-17 07:57:08,121 - Train: 45.17% [565050/1251000] [451.7/1000.0] [batch_t 0.272 (0.253)] [data_t 0.009] [optim_t 0.263] [lr 0.001740] [CE 4.426 (4.223)] [KD 3.443 (3.332)] 2024-10-17 07:57:22,246 - Train: 45.17% [565100/1251000] [451.7/1000.0] [batch_t 0.300 (0.282)] [data_t 0.009] [optim_t 0.291] [lr 0.001739] [CE 3.986 (4.205)] [KD 3.095 (3.310)] 2024-10-17 07:57:36,241 - Train: 45.18% [565150/1251000] [451.8/1000.0] [batch_t 0.306 (0.280)] [data_t 0.009] [optim_t 0.297] [lr 0.001739] [CE 4.241 (4.298)] [KD 3.204 (3.322)] 2024-10-17 07:57:50,387 - Train: 45.18% [565200/1251000] [451.8/1000.0] [batch_t 0.287 (0.283)] [data_t 0.009] [optim_t 0.278] [lr 0.001739] [CE 3.892 (4.264)] [KD 3.155 (3.323)] 2024-10-17 07:58:04,682 - Train: 45.18% [565250/1251000] [451.8/1000.0] [batch_t 0.284 (0.286)] [data_t 0.009] [optim_t 0.275] [lr 0.001739] [CE 4.360 (4.208)] [KD 3.519 (3.355)] 2024-10-17 07:58:17,727 - Train: 45.19% [565300/1251000] [451.9/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.001739] [CE 4.022 (4.231)] [KD 3.261 (3.329)] 2024-10-17 07:58:30,156 - Train: 45.19% [565350/1251000] [451.9/1000.0] [batch_t 0.273 (0.248)] [data_t 0.009] [optim_t 0.264] [lr 0.001738] [CE 3.736 (4.150)] [KD 3.120 (3.292)] 2024-10-17 07:58:43,803 - Train: 45.20% [565400/1251000] [452.0/1000.0] [batch_t 0.240 (0.273)] [data_t 0.009] [optim_t 0.231] [lr 0.001738] [CE 4.359 (4.181)] [KD 3.259 (3.307)] 2024-10-17 07:58:57,127 - Train: 45.20% [565450/1251000] [452.0/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.001738] [CE 4.398 (4.175)] [KD 3.530 (3.294)] 2024-10-17 07:59:10,966 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 37853] [top5_cnt 46507] [top_all 50000] 2024-10-17 07:59:10,967 - net: 75.706 (93.014) 2024-10-17 07:59:24,428 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.260)] [top1_cnt 39881] [top5_cnt 47480] [top_all 50000] 2024-10-17 07:59:24,429 - net_E: 79.762 (94.960) 2024-10-17 07:59:24,588 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 07:59:24,589 - ==> Total time: 1 day, 16:46:05 Eta: 2 days, 1:25:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 07:59:40,615 - Train: 45.20% [565500/1251000] [452.0/1000.0] [batch_t 0.235 (0.302)] [data_t 0.009] [optim_t 0.226] [lr 0.001738] [CE 4.324 (4.198)] [KD 3.196 (3.256)] 2024-10-17 07:59:52,775 - Train: 45.21% [565550/1251000] [452.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001738] [CE 3.856 (4.136)] [KD 3.033 (3.264)] 2024-10-17 08:00:04,979 - Train: 45.21% [565600/1251000] [452.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001738] [CE 4.007 (4.201)] [KD 3.095 (3.291)] 2024-10-17 08:00:17,047 - Train: 45.22% [565650/1251000] [452.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001737] [CE 4.402 (4.182)] [KD 3.381 (3.241)] 2024-10-17 08:00:30,573 - Train: 45.22% [565700/1251000] [452.2/1000.0] [batch_t 0.239 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.001737] [CE 3.973 (4.189)] [KD 3.129 (3.272)] 2024-10-17 08:00:44,634 - Train: 45.22% [565750/1251000] [452.2/1000.0] [batch_t 0.258 (0.281)] [data_t 0.009] [optim_t 0.249] [lr 0.001737] [CE 4.500 (4.232)] [KD 3.483 (3.331)] 2024-10-17 08:00:57,578 - Train: 45.23% [565800/1251000] [452.3/1000.0] [batch_t 0.262 (0.259)] [data_t 0.009] [optim_t 0.253] [lr 0.001737] [CE 4.330 (4.175)] [KD 3.495 (3.241)] 2024-10-17 08:01:10,247 - Train: 45.23% [565850/1251000] [452.3/1000.0] [batch_t 0.279 (0.253)] [data_t 0.009] [optim_t 0.271] [lr 0.001737] [CE 4.426 (4.251)] [KD 3.452 (3.329)] 2024-10-17 08:01:23,740 - Train: 45.24% [565900/1251000] [452.4/1000.0] [batch_t 0.284 (0.270)] [data_t 0.009] [optim_t 0.275] [lr 0.001736] [CE 4.105 (4.189)] [KD 3.101 (3.312)] 2024-10-17 08:01:37,816 - Train: 45.24% [565950/1251000] [452.4/1000.0] [batch_t 0.293 (0.281)] [data_t 0.009] [optim_t 0.284] [lr 0.001736] [CE 3.986 (4.211)] [KD 3.291 (3.331)] 2024-10-17 08:01:51,820 - Train: 45.24% [566000/1251000] [452.4/1000.0] [batch_t 0.254 (0.280)] [data_t 0.009] [optim_t 0.246] [lr 0.001736] [CE 3.654 (4.228)] [KD 3.123 (3.322)] 2024-10-17 08:02:05,780 - Train: 45.25% [566050/1251000] [452.5/1000.0] [batch_t 0.287 (0.279)] [data_t 0.009] [optim_t 0.278] [lr 0.001736] [CE 4.369 (4.236)] [KD 3.306 (3.310)] 2024-10-17 08:02:18,872 - Train: 45.25% [566100/1251000] [452.5/1000.0] [batch_t 0.243 (0.262)] [data_t 0.009] [optim_t 0.234] [lr 0.001736] [CE 4.252 (4.185)] [KD 3.292 (3.269)] 2024-10-17 08:02:31,650 - Train: 45.26% [566150/1251000] [452.6/1000.0] [batch_t 0.268 (0.255)] [data_t 0.009] [optim_t 0.259] [lr 0.001736] [CE 4.267 (4.214)] [KD 3.390 (3.331)] 2024-10-17 08:02:45,545 - Train: 45.26% [566200/1251000] [452.6/1000.0] [batch_t 0.277 (0.278)] [data_t 0.009] [optim_t 0.268] [lr 0.001735] [CE 3.987 (4.190)] [KD 3.114 (3.244)] 2024-10-17 08:02:59,390 - Train: 45.26% [566250/1251000] [452.6/1000.0] [batch_t 0.283 (0.277)] [data_t 0.009] [optim_t 0.274] [lr 0.001735] [CE 4.108 (4.217)] [KD 3.419 (3.294)] 2024-10-17 08:03:13,296 - Train: 45.27% [566300/1251000] [452.7/1000.0] [batch_t 0.267 (0.278)] [data_t 0.009] [optim_t 0.258] [lr 0.001735] [CE 4.281 (4.305)] [KD 3.227 (3.385)] 2024-10-17 08:03:27,267 - Train: 45.27% [566350/1251000] [452.7/1000.0] [batch_t 0.241 (0.279)] [data_t 0.009] [optim_t 0.232] [lr 0.001735] [CE 4.253 (4.223)] [KD 3.402 (3.310)] 2024-10-17 08:03:40,081 - Train: 45.28% [566400/1251000] [452.8/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.001735] [CE 4.278 (4.251)] [KD 3.261 (3.362)] 2024-10-17 08:03:52,302 - Train: 45.28% [566450/1251000] [452.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001734] [CE 3.987 (4.213)] [KD 3.242 (3.278)] 2024-10-17 08:04:05,597 - Train: 45.28% [566500/1251000] [452.8/1000.0] [batch_t 0.256 (0.266)] [data_t 0.009] [optim_t 0.247] [lr 0.001734] [CE 4.183 (4.249)] [KD 3.222 (3.330)] 2024-10-17 08:04:19,609 - Train: 45.29% [566550/1251000] [452.9/1000.0] [batch_t 0.296 (0.280)] [data_t 0.009] [optim_t 0.287] [lr 0.001734] [CE 4.623 (4.253)] [KD 3.569 (3.359)] 2024-10-17 08:04:33,868 - Train: 45.29% [566600/1251000] [452.9/1000.0] [batch_t 0.254 (0.285)] [data_t 0.009] [optim_t 0.245] [lr 0.001734] [CE 4.657 (4.212)] [KD 3.679 (3.325)] 2024-10-17 08:04:47,986 - Train: 45.30% [566650/1251000] [453.0/1000.0] [batch_t 0.279 (0.282)] [data_t 0.009] [optim_t 0.270] [lr 0.001734] [CE 4.190 (4.226)] [KD 3.338 (3.357)] 2024-10-17 08:05:00,731 - Train: 45.30% [566700/1251000] [453.0/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.001733] [CE 4.114 (4.209)] [KD 3.181 (3.302)] 2024-10-17 08:05:13,885 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37947] [top5_cnt 46618] [top_all 50000] 2024-10-17 08:05:13,885 - net: 75.894 (93.236) 2024-10-17 08:05:28,067 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.275)] [top1_cnt 39894] [top5_cnt 47482] [top_all 50000] 2024-10-17 08:05:28,068 - net_E: 79.788 (94.964) 2024-10-17 08:05:28,217 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 08:05:28,217 - ==> Total time: 1 day, 16:52:08 Eta: 2 days, 1:20:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:05:43,680 - Train: 45.30% [566750/1251000] [453.0/1000.0] [batch_t 0.239 (0.295)] [data_t 0.009] [optim_t 0.230] [lr 0.001733] [CE 4.791 (4.257)] [KD 3.412 (3.273)] 2024-10-17 08:05:57,435 - Train: 45.31% [566800/1251000] [453.1/1000.0] [batch_t 0.235 (0.275)] [data_t 0.009] [optim_t 0.226] [lr 0.001733] [CE 3.997 (4.249)] [KD 3.259 (3.272)] 2024-10-17 08:06:11,194 - Train: 45.31% [566850/1251000] [453.1/1000.0] [batch_t 0.265 (0.275)] [data_t 0.009] [optim_t 0.256] [lr 0.001733] [CE 4.459 (4.149)] [KD 3.494 (3.317)] 2024-10-17 08:06:23,602 - Train: 45.32% [566900/1251000] [453.2/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001733] [CE 4.156 (4.170)] [KD 3.377 (3.312)] 2024-10-17 08:06:35,930 - Train: 45.32% [566950/1251000] [453.2/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.001733] [CE 4.142 (4.235)] [KD 3.202 (3.304)] 2024-10-17 08:06:49,517 - Train: 45.32% [567000/1251000] [453.2/1000.0] [batch_t 0.235 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.001732] [CE 4.288 (4.239)] [KD 3.320 (3.314)] 2024-10-17 08:07:02,885 - Train: 45.33% [567050/1251000] [453.3/1000.0] [batch_t 0.296 (0.267)] [data_t 0.009] [optim_t 0.287] [lr 0.001732] [CE 4.000 (4.202)] [KD 3.045 (3.336)] 2024-10-17 08:07:16,838 - Train: 45.33% [567100/1251000] [453.3/1000.0] [batch_t 0.294 (0.279)] [data_t 0.069] [optim_t 0.225] [lr 0.001732] [CE 3.951 (4.214)] [KD 3.041 (3.319)] 2024-10-17 08:07:30,624 - Train: 45.34% [567150/1251000] [453.4/1000.0] [batch_t 0.268 (0.276)] [data_t 0.042] [optim_t 0.226] [lr 0.001732] [CE 4.032 (4.179)] [KD 3.105 (3.314)] 2024-10-17 08:07:43,132 - Train: 45.34% [567200/1251000] [453.4/1000.0] [batch_t 0.261 (0.250)] [data_t 0.035] [optim_t 0.225] [lr 0.001732] [CE 4.250 (4.274)] [KD 3.354 (3.362)] 2024-10-17 08:07:55,805 - Train: 45.34% [567250/1251000] [453.4/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001731] [CE 4.326 (4.251)] [KD 3.322 (3.350)] 2024-10-17 08:08:09,338 - Train: 45.35% [567300/1251000] [453.5/1000.0] [batch_t 0.287 (0.271)] [data_t 0.062] [optim_t 0.225] [lr 0.001731] [CE 4.046 (4.262)] [KD 3.272 (3.286)] 2024-10-17 08:08:23,056 - Train: 45.35% [567350/1251000] [453.5/1000.0] [batch_t 0.277 (0.274)] [data_t 0.052] [optim_t 0.226] [lr 0.001731] [CE 4.451 (4.187)] [KD 3.331 (3.318)] 2024-10-17 08:08:37,032 - Train: 45.36% [567400/1251000] [453.6/1000.0] [batch_t 0.274 (0.279)] [data_t 0.049] [optim_t 0.225] [lr 0.001731] [CE 4.326 (4.216)] [KD 3.248 (3.309)] 2024-10-17 08:08:50,742 - Train: 45.36% [567450/1251000] [453.6/1000.0] [batch_t 0.235 (0.274)] [data_t 0.011] [optim_t 0.223] [lr 0.001731] [CE 4.461 (4.219)] [KD 3.431 (3.347)] 2024-10-17 08:09:03,842 - Train: 45.36% [567500/1251000] [453.6/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.001731] [CE 4.651 (4.267)] [KD 3.410 (3.295)] 2024-10-17 08:09:16,298 - Train: 45.37% [567550/1251000] [453.7/1000.0] [batch_t 0.245 (0.249)] [data_t 0.021] [optim_t 0.224] [lr 0.001730] [CE 4.096 (4.305)] [KD 3.114 (3.327)] 2024-10-17 08:09:29,832 - Train: 45.37% [567600/1251000] [453.7/1000.0] [batch_t 0.247 (0.271)] [data_t 0.021] [optim_t 0.226] [lr 0.001730] [CE 4.405 (4.199)] [KD 3.262 (3.331)] 2024-10-17 08:09:43,571 - Train: 45.38% [567650/1251000] [453.8/1000.0] [batch_t 0.240 (0.275)] [data_t 0.009] [optim_t 0.231] [lr 0.001730] [CE 4.045 (4.247)] [KD 3.148 (3.393)] 2024-10-17 08:09:57,256 - Train: 45.38% [567700/1251000] [453.8/1000.0] [batch_t 0.294 (0.274)] [data_t 0.070] [optim_t 0.223] [lr 0.001730] [CE 4.459 (4.231)] [KD 3.313 (3.338)] 2024-10-17 08:10:11,412 - Train: 45.38% [567750/1251000] [453.8/1000.0] [batch_t 0.287 (0.283)] [data_t 0.061] [optim_t 0.225] [lr 0.001730] [CE 4.473 (4.246)] [KD 3.252 (3.409)] 2024-10-17 08:10:24,648 - Train: 45.39% [567800/1251000] [453.9/1000.0] [batch_t 0.237 (0.265)] [data_t 0.009] [optim_t 0.228] [lr 0.001729] [CE 3.852 (4.318)] [KD 3.118 (3.396)] 2024-10-17 08:10:36,752 - Train: 45.39% [567850/1251000] [453.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001729] [CE 4.327 (4.219)] [KD 3.562 (3.300)] 2024-10-17 08:10:50,086 - Train: 45.40% [567900/1251000] [454.0/1000.0] [batch_t 0.244 (0.267)] [data_t 0.020] [optim_t 0.225] [lr 0.001729] [CE 3.707 (4.173)] [KD 3.076 (3.324)] 2024-10-17 08:11:03,516 - Train: 45.40% [567950/1251000] [454.0/1000.0] [batch_t 0.234 (0.268)] [data_t 0.009] [optim_t 0.225] [lr 0.001729] [CE 4.315 (4.258)] [KD 3.472 (3.349)] 2024-10-17 08:11:18,291 - Test (net): 100.00% [50/50] [batch_t 0.087 (0.271)] [top1_cnt 37899] [top5_cnt 46494] [top_all 50000] 2024-10-17 08:11:18,292 - net: 75.798 (92.988) 2024-10-17 08:11:32,256 - Test (net_E): 100.00% [50/50] [batch_t 0.123 (0.271)] [top1_cnt 39875] [top5_cnt 47469] [top_all 50000] 2024-10-17 08:11:32,257 - net_E: 79.750 (94.938) 2024-10-17 08:11:32,419 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.836 (epoch: 449)] 2024-10-17 08:11:32,419 - ==> Total time: 1 day, 16:58:13 Eta: 2 days, 1:16:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:11:47,800 - Train: 45.40% [568000/1251000] [454.0/1000.0] [batch_t 0.234 (0.302)] [data_t 0.009] [optim_t 0.225] [lr 0.001729] [CE 4.536 (4.219)] [KD 3.098 (3.265)] 2024-10-17 08:12:00,304 - Train: 45.41% [568050/1251000] [454.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001729] [CE 4.367 (4.242)] [KD 3.223 (3.243)] 2024-10-17 08:12:12,587 - Train: 45.41% [568100/1251000] [454.1/1000.0] [batch_t 0.274 (0.246)] [data_t 0.009] [optim_t 0.265] [lr 0.001728] [CE 4.477 (4.215)] [KD 3.430 (3.242)] 2024-10-17 08:12:26,215 - Train: 45.42% [568150/1251000] [454.2/1000.0] [batch_t 0.243 (0.272)] [data_t 0.009] [optim_t 0.234] [lr 0.001728] [CE 4.140 (4.232)] [KD 3.225 (3.264)] 2024-10-17 08:12:39,690 - Train: 45.42% [568200/1251000] [454.2/1000.0] [batch_t 0.247 (0.269)] [data_t 0.009] [optim_t 0.238] [lr 0.001728] [CE 4.122 (4.188)] [KD 3.239 (3.273)] 2024-10-17 08:12:53,098 - Train: 45.42% [568250/1251000] [454.2/1000.0] [batch_t 0.372 (0.268)] [data_t 0.009] [optim_t 0.363] [lr 0.001728] [CE 4.279 (4.240)] [KD 3.319 (3.299)] 2024-10-17 08:13:05,594 - Train: 45.43% [568300/1251000] [454.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001728] [CE 3.570 (4.194)] [KD 2.902 (3.292)] 2024-10-17 08:13:17,992 - Train: 45.43% [568350/1251000] [454.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001727] [CE 3.882 (4.162)] [KD 3.157 (3.294)] 2024-10-17 08:13:30,596 - Train: 45.44% [568400/1251000] [454.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001727] [CE 3.772 (4.200)] [KD 3.017 (3.304)] 2024-10-17 08:13:44,086 - Train: 45.44% [568450/1251000] [454.4/1000.0] [batch_t 0.242 (0.270)] [data_t 0.009] [optim_t 0.233] [lr 0.001727] [CE 4.548 (4.223)] [KD 3.626 (3.320)] 2024-10-17 08:13:57,878 - Train: 45.44% [568500/1251000] [454.4/1000.0] [batch_t 0.251 (0.276)] [data_t 0.009] [optim_t 0.242] [lr 0.001727] [CE 4.212 (4.267)] [KD 3.300 (3.301)] 2024-10-17 08:14:12,075 - Train: 45.45% [568550/1251000] [454.5/1000.0] [batch_t 0.280 (0.284)] [data_t 0.009] [optim_t 0.271] [lr 0.001727] [CE 4.267 (4.248)] [KD 3.328 (3.359)] 2024-10-17 08:14:25,290 - Train: 45.45% [568600/1251000] [454.5/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.001726] [CE 4.262 (4.240)] [KD 3.184 (3.284)] 2024-10-17 08:14:38,244 - Train: 45.46% [568650/1251000] [454.6/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.001726] [CE 3.973 (4.189)] [KD 3.075 (3.246)] 2024-10-17 08:14:50,501 - Train: 45.46% [568700/1251000] [454.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001726] [CE 4.705 (4.242)] [KD 3.469 (3.312)] 2024-10-17 08:15:03,384 - Train: 45.46% [568750/1251000] [454.6/1000.0] [batch_t 0.269 (0.258)] [data_t 0.009] [optim_t 0.260] [lr 0.001726] [CE 4.019 (4.184)] [KD 3.052 (3.322)] 2024-10-17 08:15:16,962 - Train: 45.47% [568800/1251000] [454.7/1000.0] [batch_t 0.266 (0.271)] [data_t 0.009] [optim_t 0.257] [lr 0.001726] [CE 4.358 (4.211)] [KD 3.667 (3.329)] 2024-10-17 08:15:30,085 - Train: 45.47% [568850/1251000] [454.7/1000.0] [batch_t 0.238 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.001726] [CE 3.879 (4.211)] [KD 3.023 (3.305)] 2024-10-17 08:15:43,059 - Train: 45.48% [568900/1251000] [454.8/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001725] [CE 3.895 (4.235)] [KD 3.301 (3.320)] 2024-10-17 08:15:55,106 - Train: 45.48% [568950/1251000] [454.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001725] [CE 4.705 (4.246)] [KD 3.532 (3.349)] 2024-10-17 08:16:07,511 - Train: 45.48% [569000/1251000] [454.8/1000.0] [batch_t 0.290 (0.248)] [data_t 0.009] [optim_t 0.281] [lr 0.001725] [CE 4.071 (4.221)] [KD 3.166 (3.373)] 2024-10-17 08:16:20,900 - Train: 45.49% [569050/1251000] [454.9/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.001725] [CE 3.576 (4.224)] [KD 3.137 (3.336)] 2024-10-17 08:16:34,266 - Train: 45.49% [569100/1251000] [454.9/1000.0] [batch_t 0.244 (0.267)] [data_t 0.009] [optim_t 0.235] [lr 0.001725] [CE 4.238 (4.211)] [KD 3.302 (3.358)] 2024-10-17 08:16:47,531 - Train: 45.50% [569150/1251000] [455.0/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.001724] [CE 4.103 (4.148)] [KD 3.120 (3.302)] 2024-10-17 08:17:00,711 - Train: 45.50% [569200/1251000] [455.0/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.001724] [CE 4.818 (4.176)] [KD 3.585 (3.321)] 2024-10-17 08:17:14,395 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 37958] [top5_cnt 46535] [top_all 50000] 2024-10-17 08:17:14,395 - net: 75.916 (93.070) 2024-10-17 08:17:27,471 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.253)] [top1_cnt 39923] [top5_cnt 47474] [top_all 50000] 2024-10-17 08:17:27,472 - net_E: 79.846 (94.948) 2024-10-17 08:17:27,649 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.846 (epoch: 455)] 2024-10-17 08:17:27,650 - ==> Total time: 1 day, 17:04:08 Eta: 2 days, 1:11:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:17:44,771 - Train: 45.50% [569250/1251000] [455.0/1000.0] [batch_t 0.236 (0.279)] [data_t 0.009] [optim_t 0.227] [lr 0.001724] [CE 4.689 (4.224)] [KD 3.539 (3.292)] 2024-10-17 08:17:57,473 - Train: 45.51% [569300/1251000] [455.1/1000.0] [batch_t 0.307 (0.254)] [data_t 0.009] [optim_t 0.298] [lr 0.001724] [CE 4.078 (4.184)] [KD 3.148 (3.288)] 2024-10-17 08:18:10,903 - Train: 45.51% [569350/1251000] [455.1/1000.0] [batch_t 0.320 (0.268)] [data_t 0.009] [optim_t 0.312] [lr 0.001724] [CE 4.407 (4.234)] [KD 3.176 (3.324)] 2024-10-17 08:18:24,207 - Train: 45.52% [569400/1251000] [455.2/1000.0] [batch_t 0.232 (0.266)] [data_t 0.009] [optim_t 0.223] [lr 0.001724] [CE 4.086 (4.161)] [KD 3.333 (3.238)] 2024-10-17 08:18:36,248 - Train: 45.52% [569450/1251000] [455.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001723] [CE 4.475 (4.238)] [KD 3.714 (3.312)] 2024-10-17 08:18:49,073 - Train: 45.52% [569500/1251000] [455.2/1000.0] [batch_t 0.292 (0.256)] [data_t 0.009] [optim_t 0.283] [lr 0.001723] [CE 4.443 (4.233)] [KD 3.488 (3.299)] 2024-10-17 08:19:02,446 - Train: 45.53% [569550/1251000] [455.3/1000.0] [batch_t 0.268 (0.267)] [data_t 0.009] [optim_t 0.259] [lr 0.001723] [CE 4.504 (4.181)] [KD 3.283 (3.247)] 2024-10-17 08:19:15,655 - Train: 45.53% [569600/1251000] [455.3/1000.0] [batch_t 0.233 (0.264)] [data_t 0.009] [optim_t 0.224] [lr 0.001723] [CE 3.910 (4.212)] [KD 3.186 (3.260)] 2024-10-17 08:19:29,030 - Train: 45.54% [569650/1251000] [455.4/1000.0] [batch_t 0.301 (0.267)] [data_t 0.009] [optim_t 0.292] [lr 0.001723] [CE 4.211 (4.157)] [KD 3.130 (3.260)] 2024-10-17 08:19:42,528 - Train: 45.54% [569700/1251000] [455.4/1000.0] [batch_t 0.287 (0.270)] [data_t 0.009] [optim_t 0.278] [lr 0.001722] [CE 3.629 (4.148)] [KD 3.229 (3.281)] 2024-10-17 08:19:54,617 - Train: 45.54% [569750/1251000] [455.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001722] [CE 4.466 (4.255)] [KD 3.336 (3.362)] 2024-10-17 08:20:07,092 - Train: 45.55% [569800/1251000] [455.5/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001722] [CE 4.511 (4.183)] [KD 3.346 (3.314)] 2024-10-17 08:20:20,871 - Train: 45.55% [569850/1251000] [455.5/1000.0] [batch_t 0.309 (0.275)] [data_t 0.009] [optim_t 0.299] [lr 0.001722] [CE 4.177 (4.240)] [KD 3.378 (3.345)] 2024-10-17 08:20:33,868 - Train: 45.56% [569900/1251000] [455.6/1000.0] [batch_t 0.242 (0.260)] [data_t 0.009] [optim_t 0.233] [lr 0.001722] [CE 4.141 (4.177)] [KD 3.255 (3.261)] 2024-10-17 08:20:47,330 - Train: 45.56% [569950/1251000] [455.6/1000.0] [batch_t 0.260 (0.269)] [data_t 0.009] [optim_t 0.251] [lr 0.001721] [CE 3.800 (4.185)] [KD 3.102 (3.326)] 2024-10-17 08:21:01,021 - Train: 45.56% [570000/1251000] [455.6/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.001721] [CE 4.710 (4.188)] [KD 3.642 (3.349)] 2024-10-17 08:21:13,580 - Train: 45.57% [570050/1251000] [455.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001721] [CE 4.486 (4.204)] [KD 3.343 (3.286)] 2024-10-17 08:21:26,304 - Train: 45.57% [570100/1251000] [455.7/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001721] [CE 4.262 (4.187)] [KD 3.250 (3.297)] 2024-10-17 08:21:39,698 - Train: 45.58% [570150/1251000] [455.8/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.001721] [CE 4.685 (4.214)] [KD 3.847 (3.317)] 2024-10-17 08:21:53,093 - Train: 45.58% [570200/1251000] [455.8/1000.0] [batch_t 0.255 (0.268)] [data_t 0.009] [optim_t 0.246] [lr 0.001721] [CE 4.115 (4.233)] [KD 3.182 (3.350)] 2024-10-17 08:22:06,498 - Train: 45.58% [570250/1251000] [455.8/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.001720] [CE 4.529 (4.155)] [KD 3.546 (3.271)] 2024-10-17 08:22:20,229 - Train: 45.59% [570300/1251000] [455.9/1000.0] [batch_t 0.277 (0.275)] [data_t 0.009] [optim_t 0.268] [lr 0.001720] [CE 4.400 (4.194)] [KD 3.579 (3.264)] 2024-10-17 08:22:32,688 - Train: 45.59% [570350/1251000] [455.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001720] [CE 3.957 (4.208)] [KD 3.178 (3.316)] 2024-10-17 08:22:45,483 - Train: 45.60% [570400/1251000] [456.0/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.001720] [CE 4.679 (4.274)] [KD 3.756 (3.353)] 2024-10-17 08:22:58,676 - Train: 45.60% [570450/1251000] [456.0/1000.0] [batch_t 0.234 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.001720] [CE 4.422 (4.177)] [KD 3.426 (3.315)] 2024-10-17 08:23:14,291 - Test (net): 100.00% [50/50] [batch_t 0.098 (0.280)] [top1_cnt 38067] [top5_cnt 46645] [top_all 50000] 2024-10-17 08:23:14,292 - net: 76.134 (93.290) 2024-10-17 08:23:27,805 - Test (net_E): 100.00% [50/50] [batch_t 0.099 (0.262)] [top1_cnt 39922] [top5_cnt 47485] [top_all 50000] 2024-10-17 08:23:27,806 - net_E: 79.844 (94.970) 2024-10-17 08:23:27,977 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.846 (epoch: 455)] 2024-10-17 08:23:27,977 - ==> Total time: 1 day, 17:10:08 Eta: 2 days, 1:06:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:23:42,904 - Train: 45.60% [570500/1251000] [456.0/1000.0] [batch_t 0.235 (0.303)] [data_t 0.009] [optim_t 0.226] [lr 0.001719] [CE 3.892 (4.230)] [KD 3.291 (3.301)] 2024-10-17 08:23:55,322 - Train: 45.61% [570550/1251000] [456.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001719] [CE 4.002 (4.272)] [KD 2.916 (3.283)] 2024-10-17 08:24:07,422 - Train: 45.61% [570600/1251000] [456.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001719] [CE 4.038 (4.169)] [KD 3.128 (3.240)] 2024-10-17 08:24:19,728 - Train: 45.62% [570650/1251000] [456.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001719] [CE 4.067 (4.240)] [KD 3.215 (3.306)] 2024-10-17 08:24:32,531 - Train: 45.62% [570700/1251000] [456.2/1000.0] [batch_t 0.295 (0.256)] [data_t 0.009] [optim_t 0.287] [lr 0.001719] [CE 3.423 (4.202)] [KD 2.959 (3.296)] 2024-10-17 08:24:45,903 - Train: 45.62% [570750/1251000] [456.2/1000.0] [batch_t 0.272 (0.267)] [data_t 0.009] [optim_t 0.263] [lr 0.001719] [CE 4.083 (4.203)] [KD 3.113 (3.274)] 2024-10-17 08:24:59,230 - Train: 45.63% [570800/1251000] [456.3/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.001718] [CE 4.051 (4.171)] [KD 3.136 (3.229)] 2024-10-17 08:25:11,621 - Train: 45.63% [570850/1251000] [456.3/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.001718] [CE 3.924 (4.199)] [KD 3.088 (3.275)] 2024-10-17 08:25:23,678 - Train: 45.64% [570900/1251000] [456.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001718] [CE 4.375 (4.289)] [KD 3.439 (3.362)] 2024-10-17 08:25:35,976 - Train: 45.64% [570950/1251000] [456.4/1000.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.001718] [CE 4.255 (4.230)] [KD 3.407 (3.313)] 2024-10-17 08:25:49,266 - Train: 45.64% [571000/1251000] [456.4/1000.0] [batch_t 0.259 (0.266)] [data_t 0.009] [optim_t 0.250] [lr 0.001718] [CE 3.870 (4.165)] [KD 2.947 (3.222)] 2024-10-17 08:26:02,280 - Train: 45.65% [571050/1251000] [456.5/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.225] [lr 0.001717] [CE 4.324 (4.257)] [KD 2.995 (3.290)] 2024-10-17 08:26:15,391 - Train: 45.65% [571100/1251000] [456.5/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.001717] [CE 3.696 (4.234)] [KD 3.154 (3.313)] 2024-10-17 08:26:28,289 - Train: 45.66% [571150/1251000] [456.6/1000.0] [batch_t 0.231 (0.258)] [data_t 0.009] [optim_t 0.222] [lr 0.001717] [CE 4.041 (4.196)] [KD 3.192 (3.307)] 2024-10-17 08:26:40,244 - Train: 45.66% [571200/1251000] [456.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001717] [CE 4.069 (4.176)] [KD 3.151 (3.254)] 2024-10-17 08:26:51,972 - Train: 45.66% [571250/1251000] [456.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001717] [CE 3.631 (4.162)] [KD 3.173 (3.285)] 2024-10-17 08:27:04,540 - Train: 45.67% [571300/1251000] [456.7/1000.0] [batch_t 0.285 (0.251)] [data_t 0.009] [optim_t 0.277] [lr 0.001717] [CE 3.576 (4.244)] [KD 2.943 (3.307)] 2024-10-17 08:27:17,935 - Train: 45.67% [571350/1251000] [456.7/1000.0] [batch_t 0.261 (0.268)] [data_t 0.009] [optim_t 0.252] [lr 0.001716] [CE 4.482 (4.254)] [KD 3.387 (3.310)] 2024-10-17 08:27:31,702 - Train: 45.68% [571400/1251000] [456.8/1000.0] [batch_t 0.257 (0.275)] [data_t 0.009] [optim_t 0.248] [lr 0.001716] [CE 4.178 (4.250)] [KD 3.509 (3.366)] 2024-10-17 08:27:45,298 - Train: 45.68% [571450/1251000] [456.8/1000.0] [batch_t 0.263 (0.272)] [data_t 0.009] [optim_t 0.254] [lr 0.001716] [CE 4.327 (4.301)] [KD 3.417 (3.383)] 2024-10-17 08:27:57,569 - Train: 45.68% [571500/1251000] [456.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001716] [CE 4.492 (4.250)] [KD 3.561 (3.278)] 2024-10-17 08:28:10,074 - Train: 45.69% [571550/1251000] [456.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001716] [CE 3.905 (4.174)] [KD 3.042 (3.251)] 2024-10-17 08:28:23,350 - Train: 45.69% [571600/1251000] [456.9/1000.0] [batch_t 0.270 (0.265)] [data_t 0.009] [optim_t 0.261] [lr 0.001715] [CE 3.833 (4.207)] [KD 3.145 (3.278)] 2024-10-17 08:28:36,868 - Train: 45.70% [571650/1251000] [457.0/1000.0] [batch_t 0.267 (0.270)] [data_t 0.009] [optim_t 0.259] [lr 0.001715] [CE 3.896 (4.176)] [KD 2.911 (3.311)] 2024-10-17 08:28:50,489 - Train: 45.70% [571700/1251000] [457.0/1000.0] [batch_t 0.230 (0.272)] [data_t 0.009] [optim_t 0.221] [lr 0.001715] [CE 4.322 (4.213)] [KD 3.363 (3.303)] 2024-10-17 08:29:06,124 - Test (net): 100.00% [50/50] [batch_t 0.097 (0.275)] [top1_cnt 37835] [top5_cnt 46554] [top_all 50000] 2024-10-17 08:29:06,124 - net: 75.670 (93.108) 2024-10-17 08:29:18,676 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39913] [top5_cnt 47489] [top_all 50000] 2024-10-17 08:29:18,677 - net_E: 79.826 (94.978) 2024-10-17 08:29:18,851 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.846 (epoch: 455)] 2024-10-17 08:29:18,852 - ==> Total time: 1 day, 17:15:59 Eta: 2 days, 1:01:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:29:33,082 - Train: 45.70% [571750/1251000] [457.0/1000.0] [batch_t 0.235 (0.296)] [data_t 0.009] [optim_t 0.226] [lr 0.001715] [CE 4.307 (4.190)] [KD 3.351 (3.314)] 2024-10-17 08:29:46,684 - Train: 45.71% [571800/1251000] [457.1/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.001715] [CE 4.193 (4.259)] [KD 3.146 (3.317)] 2024-10-17 08:30:00,517 - Train: 45.71% [571850/1251000] [457.1/1000.0] [batch_t 0.237 (0.277)] [data_t 0.009] [optim_t 0.228] [lr 0.001714] [CE 4.262 (4.217)] [KD 3.459 (3.273)] 2024-10-17 08:30:13,906 - Train: 45.72% [571900/1251000] [457.2/1000.0] [batch_t 0.266 (0.268)] [data_t 0.009] [optim_t 0.257] [lr 0.001714] [CE 4.484 (4.205)] [KD 3.182 (3.284)] 2024-10-17 08:30:27,428 - Train: 45.72% [571950/1251000] [457.2/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.001714] [CE 4.372 (4.174)] [KD 3.408 (3.233)] 2024-10-17 08:30:40,300 - Train: 45.72% [572000/1251000] [457.2/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.001714] [CE 3.913 (4.205)] [KD 3.250 (3.300)] 2024-10-17 08:30:53,522 - Train: 45.73% [572050/1251000] [457.3/1000.0] [batch_t 0.372 (0.264)] [data_t 0.009] [optim_t 0.363] [lr 0.001714] [CE 4.482 (4.183)] [KD 3.434 (3.266)] 2024-10-17 08:31:07,436 - Train: 45.73% [572100/1251000] [457.3/1000.0] [batch_t 0.272 (0.278)] [data_t 0.009] [optim_t 0.263] [lr 0.001714] [CE 4.049 (4.307)] [KD 3.250 (3.333)] 2024-10-17 08:31:20,973 - Train: 45.74% [572150/1251000] [457.4/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.001713] [CE 4.407 (4.203)] [KD 3.533 (3.258)] 2024-10-17 08:31:34,895 - Train: 45.74% [572200/1251000] [457.4/1000.0] [batch_t 0.276 (0.278)] [data_t 0.009] [optim_t 0.267] [lr 0.001713] [CE 4.703 (4.278)] [KD 3.662 (3.306)] 2024-10-17 08:31:48,439 - Train: 45.74% [572250/1251000] [457.4/1000.0] [batch_t 0.273 (0.271)] [data_t 0.009] [optim_t 0.264] [lr 0.001713] [CE 4.264 (4.205)] [KD 3.259 (3.269)] 2024-10-17 08:32:00,877 - Train: 45.75% [572300/1251000] [457.5/1000.0] [batch_t 0.254 (0.249)] [data_t 0.009] [optim_t 0.245] [lr 0.001713] [CE 3.606 (4.238)] [KD 3.039 (3.310)] 2024-10-17 08:32:13,651 - Train: 45.75% [572350/1251000] [457.5/1000.0] [batch_t 0.263 (0.255)] [data_t 0.009] [optim_t 0.254] [lr 0.001713] [CE 4.388 (4.249)] [KD 3.316 (3.322)] 2024-10-17 08:32:27,321 - Train: 45.76% [572400/1251000] [457.6/1000.0] [batch_t 0.261 (0.273)] [data_t 0.009] [optim_t 0.252] [lr 0.001712] [CE 4.211 (4.258)] [KD 3.274 (3.319)] 2024-10-17 08:32:41,001 - Train: 45.76% [572450/1251000] [457.6/1000.0] [batch_t 0.264 (0.273)] [data_t 0.009] [optim_t 0.255] [lr 0.001712] [CE 4.156 (4.164)] [KD 3.407 (3.285)] 2024-10-17 08:32:54,913 - Train: 45.76% [572500/1251000] [457.6/1000.0] [batch_t 0.235 (0.278)] [data_t 0.009] [optim_t 0.226] [lr 0.001712] [CE 4.497 (4.166)] [KD 3.542 (3.268)] 2024-10-17 08:33:08,745 - Train: 45.77% [572550/1251000] [457.7/1000.0] [batch_t 0.270 (0.277)] [data_t 0.009] [optim_t 0.261] [lr 0.001712] [CE 4.142 (4.166)] [KD 3.365 (3.300)] 2024-10-17 08:33:21,346 - Train: 45.77% [572600/1251000] [457.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001712] [CE 3.834 (4.254)] [KD 3.040 (3.316)] 2024-10-17 08:33:34,292 - Train: 45.78% [572650/1251000] [457.8/1000.0] [batch_t 0.305 (0.259)] [data_t 0.009] [optim_t 0.296] [lr 0.001712] [CE 4.135 (4.204)] [KD 3.220 (3.329)] 2024-10-17 08:33:47,744 - Train: 45.78% [572700/1251000] [457.8/1000.0] [batch_t 0.267 (0.269)] [data_t 0.009] [optim_t 0.258] [lr 0.001711] [CE 4.450 (4.202)] [KD 3.575 (3.286)] 2024-10-17 08:34:01,232 - Train: 45.78% [572750/1251000] [457.8/1000.0] [batch_t 0.279 (0.270)] [data_t 0.009] [optim_t 0.270] [lr 0.001711] [CE 4.068 (4.237)] [KD 3.248 (3.329)] 2024-10-17 08:34:14,783 - Train: 45.79% [572800/1251000] [457.9/1000.0] [batch_t 0.281 (0.271)] [data_t 0.009] [optim_t 0.272] [lr 0.001711] [CE 4.057 (4.286)] [KD 3.240 (3.313)] 2024-10-17 08:34:28,382 - Train: 45.79% [572850/1251000] [457.9/1000.0] [batch_t 0.235 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.001711] [CE 3.475 (4.209)] [KD 3.096 (3.228)] 2024-10-17 08:34:40,593 - Train: 45.80% [572900/1251000] [458.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001711] [CE 4.171 (4.216)] [KD 3.390 (3.284)] 2024-10-17 08:34:52,769 - Train: 45.80% [572950/1251000] [458.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001710] [CE 4.421 (4.224)] [KD 3.502 (3.340)] 2024-10-17 08:35:08,060 - Test (net): 100.00% [50/50] [batch_t 0.105 (0.264)] [top1_cnt 38045] [top5_cnt 46670] [top_all 50000] 2024-10-17 08:35:08,061 - net: 76.090 (93.340) 2024-10-17 08:35:21,632 - Test (net_E): 100.00% [50/50] [batch_t 0.083 (0.264)] [top1_cnt 39921] [top5_cnt 47477] [top_all 50000] 2024-10-17 08:35:21,632 - net_E: 79.842 (94.954) 2024-10-17 08:35:21,759 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.846 (epoch: 455)] 2024-10-17 08:35:21,759 - ==> Total time: 1 day, 17:22:02 Eta: 2 days, 0:57:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:35:35,812 - Train: 45.80% [573000/1251000] [458.0/1000.0] [batch_t 0.235 (0.303)] [data_t 0.009] [optim_t 0.226] [lr 0.001710] [CE 4.177 (4.162)] [KD 3.397 (3.240)] 2024-10-17 08:35:47,852 - Train: 45.81% [573050/1251000] [458.1/1000.0] [batch_t 0.258 (0.241)] [data_t 0.031] [optim_t 0.226] [lr 0.001710] [CE 4.163 (4.191)] [KD 3.083 (3.264)] 2024-10-17 08:36:00,389 - Train: 45.81% [573100/1251000] [458.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001710] [CE 3.760 (4.196)] [KD 3.215 (3.251)] 2024-10-17 08:36:12,589 - Train: 45.82% [573150/1251000] [458.2/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001710] [CE 4.430 (4.216)] [KD 3.294 (3.287)] 2024-10-17 08:36:24,774 - Train: 45.82% [573200/1251000] [458.2/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001709] [CE 4.486 (4.253)] [KD 3.494 (3.327)] 2024-10-17 08:36:37,847 - Train: 45.82% [573250/1251000] [458.2/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.001709] [CE 4.568 (4.153)] [KD 3.325 (3.228)] 2024-10-17 08:36:51,178 - Train: 45.83% [573300/1251000] [458.3/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.001709] [CE 4.216 (4.191)] [KD 3.463 (3.269)] 2024-10-17 08:37:04,702 - Train: 45.83% [573350/1251000] [458.3/1000.0] [batch_t 0.267 (0.270)] [data_t 0.009] [optim_t 0.258] [lr 0.001709] [CE 4.344 (4.223)] [KD 3.311 (3.294)] 2024-10-17 08:37:17,680 - Train: 45.84% [573400/1251000] [458.4/1000.0] [batch_t 0.274 (0.259)] [data_t 0.009] [optim_t 0.265] [lr 0.001709] [CE 4.210 (4.213)] [KD 3.198 (3.291)] 2024-10-17 08:37:30,186 - Train: 45.84% [573450/1251000] [458.4/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001709] [CE 4.262 (4.220)] [KD 3.291 (3.300)] 2024-10-17 08:37:42,757 - Train: 45.84% [573500/1251000] [458.4/1000.0] [batch_t 0.260 (0.251)] [data_t 0.009] [optim_t 0.251] [lr 0.001708] [CE 4.281 (4.151)] [KD 3.437 (3.223)] 2024-10-17 08:37:56,701 - Train: 45.85% [573550/1251000] [458.5/1000.0] [batch_t 0.283 (0.279)] [data_t 0.009] [optim_t 0.274] [lr 0.001708] [CE 4.235 (4.240)] [KD 3.024 (3.278)] 2024-10-17 08:38:10,620 - Train: 45.85% [573600/1251000] [458.5/1000.0] [batch_t 0.268 (0.278)] [data_t 0.009] [optim_t 0.259] [lr 0.001708] [CE 4.219 (4.214)] [KD 3.288 (3.303)] 2024-10-17 08:38:24,249 - Train: 45.86% [573650/1251000] [458.6/1000.0] [batch_t 0.288 (0.272)] [data_t 0.009] [optim_t 0.279] [lr 0.001708] [CE 4.223 (4.214)] [KD 3.144 (3.255)] 2024-10-17 08:38:37,487 - Train: 45.86% [573700/1251000] [458.6/1000.0] [batch_t 0.239 (0.265)] [data_t 0.009] [optim_t 0.230] [lr 0.001708] [CE 4.306 (4.243)] [KD 3.271 (3.277)] 2024-10-17 08:38:49,806 - Train: 45.86% [573750/1251000] [458.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001707] [CE 4.017 (4.208)] [KD 3.330 (3.302)] 2024-10-17 08:39:02,952 - Train: 45.87% [573800/1251000] [458.7/1000.0] [batch_t 0.349 (0.263)] [data_t 0.009] [optim_t 0.340] [lr 0.001707] [CE 4.315 (4.199)] [KD 3.214 (3.261)] 2024-10-17 08:39:16,904 - Train: 45.87% [573850/1251000] [458.7/1000.0] [batch_t 0.277 (0.279)] [data_t 0.009] [optim_t 0.268] [lr 0.001707] [CE 4.163 (4.193)] [KD 3.361 (3.309)] 2024-10-17 08:39:30,916 - Train: 45.88% [573900/1251000] [458.8/1000.0] [batch_t 0.284 (0.280)] [data_t 0.009] [optim_t 0.275] [lr 0.001707] [CE 3.962 (4.337)] [KD 3.370 (3.376)] 2024-10-17 08:39:45,047 - Train: 45.88% [573950/1251000] [458.8/1000.0] [batch_t 0.300 (0.283)] [data_t 0.009] [optim_t 0.291] [lr 0.001707] [CE 4.401 (4.276)] [KD 3.443 (3.345)] 2024-10-17 08:39:58,188 - Train: 45.88% [574000/1251000] [458.8/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.001707] [CE 3.975 (4.197)] [KD 3.083 (3.288)] 2024-10-17 08:40:10,577 - Train: 45.89% [574050/1251000] [458.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001706] [CE 4.376 (4.226)] [KD 3.471 (3.320)] 2024-10-17 08:40:24,247 - Train: 45.89% [574100/1251000] [458.9/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.001706] [CE 4.146 (4.266)] [KD 3.301 (3.245)] 2024-10-17 08:40:38,198 - Train: 45.90% [574150/1251000] [459.0/1000.0] [batch_t 0.243 (0.279)] [data_t 0.009] [optim_t 0.234] [lr 0.001706] [CE 4.517 (4.213)] [KD 3.341 (3.265)] 2024-10-17 08:40:52,060 - Train: 45.90% [574200/1251000] [459.0/1000.0] [batch_t 0.240 (0.277)] [data_t 0.009] [optim_t 0.231] [lr 0.001706] [CE 4.640 (4.208)] [KD 3.558 (3.236)] 2024-10-17 08:41:07,677 - Test (net): 100.00% [50/50] [batch_t 0.088 (0.266)] [top1_cnt 38165] [top5_cnt 46692] [top_all 50000] 2024-10-17 08:41:07,678 - net: 76.330 (93.384) 2024-10-17 08:41:20,537 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 39945] [top5_cnt 47491] [top_all 50000] 2024-10-17 08:41:20,538 - net_E: 79.890 (94.982) 2024-10-17 08:41:20,671 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.890 (epoch: 459)] 2024-10-17 08:41:20,671 - ==> Total time: 1 day, 17:28:01 Eta: 2 days, 0:52:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:41:35,891 - Train: 45.90% [574250/1251000] [459.0/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.001706] [CE 4.231 (4.198)] [KD 3.217 (3.242)] 2024-10-17 08:41:48,673 - Train: 45.91% [574300/1251000] [459.1/1000.0] [batch_t 0.269 (0.256)] [data_t 0.009] [optim_t 0.260] [lr 0.001705] [CE 4.773 (4.284)] [KD 3.765 (3.318)] 2024-10-17 08:42:02,002 - Train: 45.91% [574350/1251000] [459.1/1000.0] [batch_t 0.255 (0.266)] [data_t 0.009] [optim_t 0.246] [lr 0.001705] [CE 4.051 (4.255)] [KD 3.101 (3.343)] 2024-10-17 08:42:15,913 - Train: 45.92% [574400/1251000] [459.2/1000.0] [batch_t 0.272 (0.278)] [data_t 0.009] [optim_t 0.263] [lr 0.001705] [CE 4.381 (4.193)] [KD 3.270 (3.282)] 2024-10-17 08:42:30,149 - Train: 45.92% [574450/1251000] [459.2/1000.0] [batch_t 0.262 (0.285)] [data_t 0.009] [optim_t 0.254] [lr 0.001705] [CE 4.378 (4.235)] [KD 3.426 (3.304)] 2024-10-17 08:42:43,024 - Train: 45.92% [574500/1251000] [459.2/1000.0] [batch_t 0.284 (0.257)] [data_t 0.009] [optim_t 0.275] [lr 0.001705] [CE 3.773 (4.251)] [KD 3.245 (3.325)] 2024-10-17 08:42:55,445 - Train: 45.93% [574550/1251000] [459.3/1000.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.001704] [CE 4.849 (4.212)] [KD 3.584 (3.310)] 2024-10-17 08:43:09,216 - Train: 45.93% [574600/1251000] [459.3/1000.0] [batch_t 0.292 (0.275)] [data_t 0.009] [optim_t 0.283] [lr 0.001704] [CE 3.847 (4.187)] [KD 3.148 (3.270)] 2024-10-17 08:43:22,601 - Train: 45.94% [574650/1251000] [459.4/1000.0] [batch_t 0.268 (0.268)] [data_t 0.009] [optim_t 0.259] [lr 0.001704] [CE 4.521 (4.204)] [KD 3.297 (3.298)] 2024-10-17 08:43:36,278 - Train: 45.94% [574700/1251000] [459.4/1000.0] [batch_t 0.237 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.001704] [CE 4.065 (4.244)] [KD 3.292 (3.329)] 2024-10-17 08:43:49,883 - Train: 45.94% [574750/1251000] [459.4/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.001704] [CE 4.164 (4.239)] [KD 3.081 (3.271)] 2024-10-17 08:44:02,807 - Train: 45.95% [574800/1251000] [459.5/1000.0] [batch_t 0.240 (0.258)] [data_t 0.009] [optim_t 0.231] [lr 0.001704] [CE 4.355 (4.232)] [KD 3.360 (3.296)] 2024-10-17 08:44:15,404 - Train: 45.95% [574850/1251000] [459.5/1000.0] [batch_t 0.303 (0.252)] [data_t 0.009] [optim_t 0.294] [lr 0.001703] [CE 4.181 (4.142)] [KD 3.262 (3.246)] 2024-10-17 08:44:29,065 - Train: 45.96% [574900/1251000] [459.6/1000.0] [batch_t 0.275 (0.273)] [data_t 0.009] [optim_t 0.266] [lr 0.001703] [CE 4.061 (4.204)] [KD 3.208 (3.310)] 2024-10-17 08:44:42,560 - Train: 45.96% [574950/1251000] [459.6/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.001703] [CE 3.853 (4.244)] [KD 3.061 (3.340)] 2024-10-17 08:44:56,180 - Train: 45.96% [575000/1251000] [459.6/1000.0] [batch_t 0.269 (0.272)] [data_t 0.009] [optim_t 0.260] [lr 0.001703] [CE 3.909 (4.222)] [KD 2.976 (3.279)] 2024-10-17 08:45:09,752 - Train: 45.97% [575050/1251000] [459.7/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.001703] [CE 3.925 (4.210)] [KD 3.191 (3.271)] 2024-10-17 08:45:22,837 - Train: 45.97% [575100/1251000] [459.7/1000.0] [batch_t 0.278 (0.262)] [data_t 0.009] [optim_t 0.269] [lr 0.001702] [CE 4.011 (4.187)] [KD 3.207 (3.292)] 2024-10-17 08:45:35,426 - Train: 45.98% [575150/1251000] [459.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001702] [CE 4.249 (4.274)] [KD 3.217 (3.341)] 2024-10-17 08:45:49,076 - Train: 45.98% [575200/1251000] [459.8/1000.0] [batch_t 0.273 (0.273)] [data_t 0.009] [optim_t 0.264] [lr 0.001702] [CE 4.027 (4.208)] [KD 3.112 (3.290)] 2024-10-17 08:46:02,794 - Train: 45.98% [575250/1251000] [459.8/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.001702] [CE 4.464 (4.279)] [KD 3.239 (3.330)] 2024-10-17 08:46:16,547 - Train: 45.99% [575300/1251000] [459.9/1000.0] [batch_t 0.303 (0.275)] [data_t 0.009] [optim_t 0.294] [lr 0.001702] [CE 4.243 (4.188)] [KD 3.309 (3.305)] 2024-10-17 08:46:30,410 - Train: 45.99% [575350/1251000] [459.9/1000.0] [batch_t 0.237 (0.277)] [data_t 0.009] [optim_t 0.228] [lr 0.001702] [CE 4.360 (4.272)] [KD 3.553 (3.317)] 2024-10-17 08:46:43,450 - Train: 46.00% [575400/1251000] [460.0/1000.0] [batch_t 0.233 (0.261)] [data_t 0.009] [optim_t 0.224] [lr 0.001701] [CE 4.573 (4.195)] [KD 3.392 (3.285)] 2024-10-17 08:46:55,929 - Train: 46.00% [575450/1251000] [460.0/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001701] [CE 4.209 (4.272)] [KD 3.316 (3.345)] 2024-10-17 08:47:11,887 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.269)] [top1_cnt 37894] [top5_cnt 46470] [top_all 50000] 2024-10-17 08:47:11,888 - net: 75.788 (92.940) 2024-10-17 08:47:25,286 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 39949] [top5_cnt 47487] [top_all 50000] 2024-10-17 08:47:25,287 - net_E: 79.898 (94.974) 2024-10-17 08:47:25,416 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.898 (epoch: 460)] 2024-10-17 08:47:25,417 - ==> Total time: 1 day, 17:34:06 Eta: 2 days, 0:47:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:47:41,065 - Train: 46.00% [575500/1251000] [460.0/1000.0] [batch_t 0.415 (0.277)] [data_t 0.009] [optim_t 0.406] [lr 0.001701] [CE 3.989 (4.308)] [KD 3.327 (3.341)] 2024-10-17 08:47:54,366 - Train: 46.01% [575550/1251000] [460.1/1000.0] [batch_t 0.283 (0.266)] [data_t 0.009] [optim_t 0.274] [lr 0.001701] [CE 4.253 (4.232)] [KD 3.199 (3.237)] 2024-10-17 08:48:07,085 - Train: 46.01% [575600/1251000] [460.1/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.001701] [CE 4.651 (4.240)] [KD 3.657 (3.279)] 2024-10-17 08:48:19,590 - Train: 46.02% [575650/1251000] [460.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001700] [CE 4.173 (4.232)] [KD 3.446 (3.276)] 2024-10-17 08:48:32,635 - Train: 46.02% [575700/1251000] [460.2/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.001700] [CE 4.083 (4.242)] [KD 3.268 (3.255)] 2024-10-17 08:48:46,559 - Train: 46.02% [575750/1251000] [460.2/1000.0] [batch_t 0.316 (0.278)] [data_t 0.009] [optim_t 0.307] [lr 0.001700] [CE 4.182 (4.168)] [KD 3.356 (3.298)] 2024-10-17 08:49:00,493 - Train: 46.03% [575800/1251000] [460.3/1000.0] [batch_t 0.282 (0.279)] [data_t 0.009] [optim_t 0.274] [lr 0.001700] [CE 4.202 (4.213)] [KD 3.243 (3.248)] 2024-10-17 08:49:14,433 - Train: 46.03% [575850/1251000] [460.3/1000.0] [batch_t 0.292 (0.279)] [data_t 0.009] [optim_t 0.283] [lr 0.001700] [CE 4.402 (4.258)] [KD 3.289 (3.328)] 2024-10-17 08:49:26,933 - Train: 46.04% [575900/1251000] [460.4/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001699] [CE 4.284 (4.166)] [KD 3.445 (3.276)] 2024-10-17 08:49:39,230 - Train: 46.04% [575950/1251000] [460.4/1000.0] [batch_t 0.287 (0.246)] [data_t 0.009] [optim_t 0.278] [lr 0.001699] [CE 4.151 (4.199)] [KD 3.383 (3.311)] 2024-10-17 08:49:52,540 - Train: 46.04% [576000/1251000] [460.4/1000.0] [batch_t 0.259 (0.266)] [data_t 0.009] [optim_t 0.251] [lr 0.001699] [CE 4.594 (4.156)] [KD 3.377 (3.266)] 2024-10-17 08:50:05,844 - Train: 46.05% [576050/1251000] [460.5/1000.0] [batch_t 0.270 (0.266)] [data_t 0.009] [optim_t 0.261] [lr 0.001699] [CE 4.279 (4.187)] [KD 3.465 (3.303)] 2024-10-17 08:50:19,133 - Train: 46.05% [576100/1251000] [460.5/1000.0] [batch_t 0.291 (0.266)] [data_t 0.009] [optim_t 0.282] [lr 0.001699] [CE 4.456 (4.137)] [KD 3.366 (3.194)] 2024-10-17 08:50:32,413 - Train: 46.06% [576150/1251000] [460.6/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.001699] [CE 4.299 (4.219)] [KD 3.457 (3.324)] 2024-10-17 08:50:45,117 - Train: 46.06% [576200/1251000] [460.6/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.001698] [CE 4.019 (4.211)] [KD 3.292 (3.323)] 2024-10-17 08:50:57,206 - Train: 46.06% [576250/1251000] [460.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001698] [CE 4.437 (4.245)] [KD 3.388 (3.272)] 2024-10-17 08:51:10,183 - Train: 46.07% [576300/1251000] [460.7/1000.0] [batch_t 0.444 (0.259)] [data_t 0.009] [optim_t 0.435] [lr 0.001698] [CE 4.407 (4.260)] [KD 3.424 (3.316)] 2024-10-17 08:51:23,574 - Train: 46.07% [576350/1251000] [460.7/1000.0] [batch_t 0.268 (0.268)] [data_t 0.009] [optim_t 0.259] [lr 0.001698] [CE 4.219 (4.205)] [KD 3.110 (3.253)] 2024-10-17 08:51:36,880 - Train: 46.08% [576400/1251000] [460.8/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.001698] [CE 4.475 (4.192)] [KD 3.503 (3.307)] 2024-10-17 08:51:50,295 - Train: 46.08% [576450/1251000] [460.8/1000.0] [batch_t 0.260 (0.268)] [data_t 0.009] [optim_t 0.251] [lr 0.001697] [CE 4.247 (4.136)] [KD 3.114 (3.241)] 2024-10-17 08:52:03,473 - Train: 46.08% [576500/1251000] [460.8/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.001697] [CE 4.610 (4.247)] [KD 3.455 (3.352)] 2024-10-17 08:52:15,490 - Train: 46.09% [576550/1251000] [460.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001697] [CE 4.435 (4.216)] [KD 3.264 (3.305)] 2024-10-17 08:52:28,239 - Train: 46.09% [576600/1251000] [460.9/1000.0] [batch_t 0.315 (0.255)] [data_t 0.009] [optim_t 0.306] [lr 0.001697] [CE 4.535 (4.180)] [KD 3.284 (3.320)] 2024-10-17 08:52:41,817 - Train: 46.10% [576650/1251000] [461.0/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.001697] [CE 4.658 (4.229)] [KD 3.396 (3.315)] 2024-10-17 08:52:55,478 - Train: 46.10% [576700/1251000] [461.0/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.001697] [CE 3.860 (4.231)] [KD 3.241 (3.334)] 2024-10-17 08:53:11,854 - Test (net): 100.00% [50/50] [batch_t 0.110 (0.269)] [top1_cnt 38097] [top5_cnt 46608] [top_all 50000] 2024-10-17 08:53:11,855 - net: 76.194 (93.216) 2024-10-17 08:53:25,251 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.261)] [top1_cnt 39970] [top5_cnt 47513] [top_all 50000] 2024-10-17 08:53:25,252 - net_E: 79.940 (95.026) 2024-10-17 08:53:25,409 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.940 (epoch: 461)] 2024-10-17 08:53:25,409 - ==> Total time: 1 day, 17:40:06 Eta: 2 days, 0:43:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:53:40,025 - Train: 46.10% [576750/1251000] [461.0/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.001696] [CE 4.370 (4.207)] [KD 3.381 (3.222)] 2024-10-17 08:53:52,098 - Train: 46.11% [576800/1251000] [461.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001696] [CE 4.268 (4.218)] [KD 3.433 (3.248)] 2024-10-17 08:54:04,941 - Train: 46.11% [576850/1251000] [461.1/1000.0] [batch_t 0.260 (0.257)] [data_t 0.009] [optim_t 0.251] [lr 0.001696] [CE 4.377 (4.192)] [KD 3.302 (3.244)] 2024-10-17 08:54:18,313 - Train: 46.12% [576900/1251000] [461.2/1000.0] [batch_t 0.292 (0.267)] [data_t 0.009] [optim_t 0.283] [lr 0.001696] [CE 4.239 (4.205)] [KD 3.568 (3.297)] 2024-10-17 08:54:31,488 - Train: 46.12% [576950/1251000] [461.2/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.001696] [CE 3.856 (4.148)] [KD 3.096 (3.253)] 2024-10-17 08:54:44,463 - Train: 46.12% [577000/1251000] [461.2/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.001695] [CE 3.784 (4.226)] [KD 2.955 (3.273)] 2024-10-17 08:54:56,416 - Train: 46.13% [577050/1251000] [461.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001695] [CE 3.675 (4.215)] [KD 2.849 (3.297)] 2024-10-17 08:55:09,053 - Train: 46.13% [577100/1251000] [461.3/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001695] [CE 3.971 (4.175)] [KD 3.500 (3.249)] 2024-10-17 08:55:22,126 - Train: 46.14% [577150/1251000] [461.4/1000.0] [batch_t 0.256 (0.261)] [data_t 0.009] [optim_t 0.247] [lr 0.001695] [CE 4.080 (4.228)] [KD 3.124 (3.344)] 2024-10-17 08:55:35,444 - Train: 46.14% [577200/1251000] [461.4/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.001695] [CE 4.113 (4.269)] [KD 3.152 (3.337)] 2024-10-17 08:55:48,744 - Train: 46.14% [577250/1251000] [461.4/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.001694] [CE 4.790 (4.272)] [KD 3.647 (3.378)] 2024-10-17 08:56:01,848 - Train: 46.15% [577300/1251000] [461.5/1000.0] [batch_t 0.250 (0.262)] [data_t 0.009] [optim_t 0.241] [lr 0.001694] [CE 4.226 (4.145)] [KD 3.205 (3.246)] 2024-10-17 08:56:13,892 - Train: 46.15% [577350/1251000] [461.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001694] [CE 3.883 (4.149)] [KD 3.192 (3.244)] 2024-10-17 08:56:26,028 - Train: 46.16% [577400/1251000] [461.6/1000.0] [batch_t 0.295 (0.243)] [data_t 0.009] [optim_t 0.286] [lr 0.001694] [CE 4.124 (4.211)] [KD 3.327 (3.310)] 2024-10-17 08:56:39,382 - Train: 46.16% [577450/1251000] [461.6/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.001694] [CE 4.636 (4.230)] [KD 3.668 (3.336)] 2024-10-17 08:56:52,307 - Train: 46.16% [577500/1251000] [461.6/1000.0] [batch_t 0.241 (0.258)] [data_t 0.009] [optim_t 0.232] [lr 0.001694] [CE 4.613 (4.212)] [KD 3.355 (3.289)] 2024-10-17 08:57:05,300 - Train: 46.17% [577550/1251000] [461.7/1000.0] [batch_t 0.268 (0.260)] [data_t 0.009] [optim_t 0.259] [lr 0.001693] [CE 3.820 (4.208)] [KD 3.176 (3.303)] 2024-10-17 08:57:18,340 - Train: 46.17% [577600/1251000] [461.7/1000.0] [batch_t 0.274 (0.261)] [data_t 0.009] [optim_t 0.265] [lr 0.001693] [CE 4.028 (4.234)] [KD 3.350 (3.296)] 2024-10-17 08:57:31,091 - Train: 46.18% [577650/1251000] [461.8/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.001693] [CE 3.470 (4.165)] [KD 2.871 (3.262)] 2024-10-17 08:57:43,055 - Train: 46.18% [577700/1251000] [461.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001693] [CE 3.961 (4.147)] [KD 3.133 (3.231)] 2024-10-17 08:57:56,591 - Train: 46.18% [577750/1251000] [461.8/1000.0] [batch_t 0.258 (0.271)] [data_t 0.009] [optim_t 0.249] [lr 0.001693] [CE 4.465 (4.276)] [KD 3.327 (3.300)] 2024-10-17 08:58:10,550 - Train: 46.19% [577800/1251000] [461.9/1000.0] [batch_t 0.238 (0.279)] [data_t 0.009] [optim_t 0.229] [lr 0.001692] [CE 4.131 (4.258)] [KD 3.370 (3.372)] 2024-10-17 08:58:24,303 - Train: 46.19% [577850/1251000] [461.9/1000.0] [batch_t 0.291 (0.275)] [data_t 0.009] [optim_t 0.282] [lr 0.001692] [CE 4.171 (4.236)] [KD 3.085 (3.267)] 2024-10-17 08:58:38,417 - Train: 46.20% [577900/1251000] [462.0/1000.0] [batch_t 0.293 (0.282)] [data_t 0.009] [optim_t 0.284] [lr 0.001692] [CE 4.250 (4.254)] [KD 3.233 (3.270)] 2024-10-17 08:58:51,383 - Train: 46.20% [577950/1251000] [462.0/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.001692] [CE 4.681 (4.252)] [KD 3.558 (3.308)] 2024-10-17 08:59:06,720 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 37955] [top5_cnt 46653] [top_all 50000] 2024-10-17 08:59:06,720 - net: 75.910 (93.306) 2024-10-17 08:59:20,862 - Test (net_E): 100.00% [50/50] [batch_t 0.121 (0.274)] [top1_cnt 39998] [top5_cnt 47494] [top_all 50000] 2024-10-17 08:59:20,863 - net_E: 79.996 (94.988) 2024-10-17 08:59:21,029 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 08:59:21,029 - ==> Total time: 1 day, 17:46:01 Eta: 2 days, 0:38:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 08:59:36,316 - Train: 46.20% [578000/1251000] [462.0/1000.0] [batch_t 0.237 (0.277)] [data_t 0.009] [optim_t 0.228] [lr 0.001692] [CE 4.221 (4.234)] [KD 3.292 (3.300)] 2024-10-17 08:59:49,477 - Train: 46.21% [578050/1251000] [462.1/1000.0] [batch_t 0.241 (0.263)] [data_t 0.009] [optim_t 0.232] [lr 0.001692] [CE 4.573 (4.129)] [KD 3.464 (3.261)] 2024-10-17 09:00:03,540 - Train: 46.21% [578100/1251000] [462.1/1000.0] [batch_t 0.267 (0.281)] [data_t 0.009] [optim_t 0.258] [lr 0.001691] [CE 4.279 (4.207)] [KD 3.373 (3.275)] 2024-10-17 09:00:16,067 - Train: 46.22% [578150/1251000] [462.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001691] [CE 4.881 (4.220)] [KD 3.556 (3.304)] 2024-10-17 09:00:28,423 - Train: 46.22% [578200/1251000] [462.2/1000.0] [batch_t 0.280 (0.247)] [data_t 0.009] [optim_t 0.271] [lr 0.001691] [CE 4.304 (4.234)] [KD 3.157 (3.305)] 2024-10-17 09:00:41,520 - Train: 46.22% [578250/1251000] [462.2/1000.0] [batch_t 0.239 (0.262)] [data_t 0.009] [optim_t 0.230] [lr 0.001691] [CE 4.327 (4.225)] [KD 3.175 (3.250)] 2024-10-17 09:00:54,706 - Train: 46.23% [578300/1251000] [462.3/1000.0] [batch_t 0.251 (0.264)] [data_t 0.009] [optim_t 0.242] [lr 0.001691] [CE 4.389 (4.168)] [KD 3.331 (3.239)] 2024-10-17 09:01:08,044 - Train: 46.23% [578350/1251000] [462.3/1000.0] [batch_t 0.264 (0.267)] [data_t 0.009] [optim_t 0.255] [lr 0.001690] [CE 4.202 (4.175)] [KD 3.397 (3.248)] 2024-10-17 09:01:21,482 - Train: 46.24% [578400/1251000] [462.4/1000.0] [batch_t 0.299 (0.269)] [data_t 0.009] [optim_t 0.291] [lr 0.001690] [CE 4.092 (4.243)] [KD 3.325 (3.337)] 2024-10-17 09:01:33,945 - Train: 46.24% [578450/1251000] [462.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001690] [CE 4.090 (4.175)] [KD 3.372 (3.279)] 2024-10-17 09:01:46,480 - Train: 46.24% [578500/1251000] [462.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001690] [CE 4.247 (4.232)] [KD 3.278 (3.306)] 2024-10-17 09:01:58,703 - Train: 46.25% [578550/1251000] [462.5/1000.0] [batch_t 0.287 (0.244)] [data_t 0.009] [optim_t 0.278] [lr 0.001690] [CE 4.336 (4.194)] [KD 3.331 (3.251)] 2024-10-17 09:02:12,294 - Train: 46.25% [578600/1251000] [462.5/1000.0] [batch_t 0.304 (0.272)] [data_t 0.009] [optim_t 0.295] [lr 0.001690] [CE 4.762 (4.155)] [KD 3.409 (3.227)] 2024-10-17 09:02:25,550 - Train: 46.25% [578650/1251000] [462.5/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.001689] [CE 3.902 (4.189)] [KD 3.220 (3.265)] 2024-10-17 09:02:38,743 - Train: 46.26% [578700/1251000] [462.6/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.001689] [CE 4.681 (4.268)] [KD 3.327 (3.285)] 2024-10-17 09:02:51,939 - Train: 46.26% [578750/1251000] [462.6/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.001689] [CE 4.150 (4.229)] [KD 3.314 (3.288)] 2024-10-17 09:03:04,080 - Train: 46.27% [578800/1251000] [462.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001689] [CE 4.020 (4.317)] [KD 3.196 (3.354)] 2024-10-17 09:03:17,237 - Train: 46.27% [578850/1251000] [462.7/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.001689] [CE 4.239 (4.257)] [KD 3.180 (3.323)] 2024-10-17 09:03:30,908 - Train: 46.27% [578900/1251000] [462.7/1000.0] [batch_t 0.244 (0.273)] [data_t 0.009] [optim_t 0.235] [lr 0.001688] [CE 4.696 (4.281)] [KD 3.582 (3.287)] 2024-10-17 09:03:44,386 - Train: 46.28% [578950/1251000] [462.8/1000.0] [batch_t 0.313 (0.269)] [data_t 0.009] [optim_t 0.304] [lr 0.001688] [CE 4.278 (4.227)] [KD 3.539 (3.347)] 2024-10-17 09:03:58,196 - Train: 46.28% [579000/1251000] [462.8/1000.0] [batch_t 0.288 (0.276)] [data_t 0.009] [optim_t 0.280] [lr 0.001688] [CE 3.805 (4.199)] [KD 3.026 (3.310)] 2024-10-17 09:04:11,586 - Train: 46.29% [579050/1251000] [462.9/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.228] [lr 0.001688] [CE 3.697 (4.199)] [KD 2.962 (3.326)] 2024-10-17 09:04:23,840 - Train: 46.29% [579100/1251000] [462.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001688] [CE 4.538 (4.216)] [KD 3.438 (3.332)] 2024-10-17 09:04:36,410 - Train: 46.29% [579150/1251000] [462.9/1000.0] [batch_t 0.289 (0.251)] [data_t 0.009] [optim_t 0.280] [lr 0.001687] [CE 4.171 (4.252)] [KD 3.177 (3.342)] 2024-10-17 09:04:50,244 - Train: 46.30% [579200/1251000] [463.0/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.001687] [CE 3.844 (4.213)] [KD 2.945 (3.255)] 2024-10-17 09:05:06,776 - Test (net): 100.00% [50/50] [batch_t 0.103 (0.265)] [top1_cnt 38062] [top5_cnt 46645] [top_all 50000] 2024-10-17 09:05:06,776 - net: 76.124 (93.290) 2024-10-17 09:05:20,292 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 39970] [top5_cnt 47496] [top_all 50000] 2024-10-17 09:05:20,293 - net_E: 79.940 (94.992) 2024-10-17 09:05:20,459 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 09:05:20,459 - ==> Total time: 1 day, 17:52:01 Eta: 2 days, 0:33:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:05:33,372 - Train: 46.30% [579250/1251000] [463.0/1000.0] [batch_t 0.233 (0.311)] [data_t 0.009] [optim_t 0.225] [lr 0.001687] [CE 3.747 (4.174)] [KD 3.125 (3.208)] 2024-10-17 09:05:45,707 - Train: 46.31% [579300/1251000] [463.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001687] [CE 4.695 (4.166)] [KD 3.458 (3.207)] 2024-10-17 09:05:58,193 - Train: 46.31% [579350/1251000] [463.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001687] [CE 3.777 (4.132)] [KD 2.927 (3.199)] 2024-10-17 09:06:10,487 - Train: 46.31% [579400/1251000] [463.1/1000.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.001687] [CE 3.891 (4.254)] [KD 3.221 (3.258)] 2024-10-17 09:06:23,600 - Train: 46.32% [579450/1251000] [463.2/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.001686] [CE 4.711 (4.166)] [KD 3.615 (3.306)] 2024-10-17 09:06:36,633 - Train: 46.32% [579500/1251000] [463.2/1000.0] [batch_t 0.266 (0.261)] [data_t 0.009] [optim_t 0.256] [lr 0.001686] [CE 4.172 (4.132)] [KD 3.369 (3.253)] 2024-10-17 09:06:49,910 - Train: 46.33% [579550/1251000] [463.3/1000.0] [batch_t 0.247 (0.265)] [data_t 0.009] [optim_t 0.238] [lr 0.001686] [CE 4.234 (4.236)] [KD 3.168 (3.280)] 2024-10-17 09:07:01,887 - Train: 46.33% [579600/1251000] [463.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001686] [CE 4.274 (4.189)] [KD 3.533 (3.284)] 2024-10-17 09:07:14,016 - Train: 46.33% [579650/1251000] [463.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001686] [CE 4.220 (4.232)] [KD 3.234 (3.318)] 2024-10-17 09:07:26,347 - Train: 46.34% [579700/1251000] [463.4/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.001685] [CE 4.496 (4.242)] [KD 3.413 (3.293)] 2024-10-17 09:07:39,309 - Train: 46.34% [579750/1251000] [463.4/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001685] [CE 4.803 (4.214)] [KD 3.470 (3.262)] 2024-10-17 09:07:52,069 - Train: 46.35% [579800/1251000] [463.5/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.001685] [CE 3.844 (4.200)] [KD 3.159 (3.339)] 2024-10-17 09:08:05,641 - Train: 46.35% [579850/1251000] [463.5/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.001685] [CE 4.147 (4.191)] [KD 3.209 (3.263)] 2024-10-17 09:08:18,212 - Train: 46.35% [579900/1251000] [463.5/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001685] [CE 4.640 (4.209)] [KD 3.344 (3.269)] 2024-10-17 09:08:30,222 - Train: 46.36% [579950/1251000] [463.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001684] [CE 4.154 (4.262)] [KD 3.180 (3.339)] 2024-10-17 09:08:43,302 - Train: 46.36% [580000/1251000] [463.6/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.001684] [CE 3.454 (4.179)] [KD 3.034 (3.306)] 2024-10-17 09:08:56,978 - Train: 46.37% [580050/1251000] [463.7/1000.0] [batch_t 0.237 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.001684] [CE 3.816 (4.242)] [KD 2.941 (3.261)] 2024-10-17 09:09:10,298 - Train: 46.37% [580100/1251000] [463.7/1000.0] [batch_t 0.256 (0.266)] [data_t 0.009] [optim_t 0.247] [lr 0.001684] [CE 4.600 (4.259)] [KD 3.559 (3.318)] 2024-10-17 09:09:23,550 - Train: 46.37% [580150/1251000] [463.7/1000.0] [batch_t 0.243 (0.265)] [data_t 0.009] [optim_t 0.234] [lr 0.001684] [CE 4.155 (4.268)] [KD 3.027 (3.279)] 2024-10-17 09:09:35,851 - Train: 46.38% [580200/1251000] [463.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001684] [CE 3.927 (4.232)] [KD 3.270 (3.279)] 2024-10-17 09:09:48,052 - Train: 46.38% [580250/1251000] [463.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001683] [CE 4.079 (4.270)] [KD 3.205 (3.321)] 2024-10-17 09:10:01,061 - Train: 46.39% [580300/1251000] [463.9/1000.0] [batch_t 0.305 (0.260)] [data_t 0.009] [optim_t 0.296] [lr 0.001683] [CE 4.312 (4.187)] [KD 3.502 (3.276)] 2024-10-17 09:10:14,945 - Train: 46.39% [580350/1251000] [463.9/1000.0] [batch_t 0.271 (0.278)] [data_t 0.047] [optim_t 0.224] [lr 0.001683] [CE 4.122 (4.211)] [KD 3.176 (3.201)] 2024-10-17 09:10:28,874 - Train: 46.39% [580400/1251000] [463.9/1000.0] [batch_t 0.286 (0.278)] [data_t 0.059] [optim_t 0.227] [lr 0.001683] [CE 4.193 (4.247)] [KD 3.394 (3.286)] 2024-10-17 09:10:42,667 - Train: 46.40% [580450/1251000] [464.0/1000.0] [batch_t 0.241 (0.276)] [data_t 0.009] [optim_t 0.232] [lr 0.001683] [CE 4.229 (4.295)] [KD 3.241 (3.337)] 2024-10-17 09:10:59,157 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.260)] [top1_cnt 38055] [top5_cnt 46575] [top_all 50000] 2024-10-17 09:10:59,158 - net: 76.110 (93.150) 2024-10-17 09:11:11,525 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39980] [top5_cnt 47489] [top_all 50000] 2024-10-17 09:11:11,526 - net_E: 79.960 (94.978) 2024-10-17 09:11:11,686 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 09:11:11,686 - ==> Total time: 1 day, 17:57:52 Eta: 2 days, 0:28:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:11:24,440 - Train: 46.40% [580500/1251000] [464.0/1000.0] [batch_t 0.233 (0.310)] [data_t 0.009] [optim_t 0.224] [lr 0.001682] [CE 4.308 (4.192)] [KD 3.325 (3.259)] 2024-10-17 09:11:38,698 - Train: 46.41% [580550/1251000] [464.1/1000.0] [batch_t 0.435 (0.285)] [data_t 0.009] [optim_t 0.426] [lr 0.001682] [CE 4.421 (4.252)] [KD 3.319 (3.295)] 2024-10-17 09:11:52,706 - Train: 46.41% [580600/1251000] [464.1/1000.0] [batch_t 0.281 (0.280)] [data_t 0.009] [optim_t 0.272] [lr 0.001682] [CE 4.713 (4.206)] [KD 3.484 (3.251)] 2024-10-17 09:12:06,760 - Train: 46.41% [580650/1251000] [464.1/1000.0] [batch_t 0.299 (0.281)] [data_t 0.009] [optim_t 0.290] [lr 0.001682] [CE 3.886 (4.261)] [KD 3.190 (3.303)] 2024-10-17 09:12:19,845 - Train: 46.42% [580700/1251000] [464.2/1000.0] [batch_t 0.257 (0.262)] [data_t 0.009] [optim_t 0.248] [lr 0.001682] [CE 4.219 (4.248)] [KD 3.120 (3.284)] 2024-10-17 09:12:32,441 - Train: 46.42% [580750/1251000] [464.2/1000.0] [batch_t 0.291 (0.252)] [data_t 0.009] [optim_t 0.282] [lr 0.001682] [CE 4.147 (4.182)] [KD 3.300 (3.248)] 2024-10-17 09:12:46,273 - Train: 46.43% [580800/1251000] [464.3/1000.0] [batch_t 0.278 (0.277)] [data_t 0.009] [optim_t 0.269] [lr 0.001681] [CE 4.506 (4.207)] [KD 3.278 (3.263)] 2024-10-17 09:13:00,395 - Train: 46.43% [580850/1251000] [464.3/1000.0] [batch_t 0.268 (0.282)] [data_t 0.009] [optim_t 0.259] [lr 0.001681] [CE 4.227 (4.184)] [KD 3.138 (3.248)] 2024-10-17 09:13:13,390 - Train: 46.43% [580900/1251000] [464.3/1000.0] [batch_t 0.243 (0.260)] [data_t 0.009] [optim_t 0.234] [lr 0.001681] [CE 4.015 (4.169)] [KD 3.089 (3.258)] 2024-10-17 09:13:26,763 - Train: 46.44% [580950/1251000] [464.4/1000.0] [batch_t 0.239 (0.267)] [data_t 0.009] [optim_t 0.230] [lr 0.001681] [CE 4.164 (4.184)] [KD 3.328 (3.225)] 2024-10-17 09:13:39,806 - Train: 46.44% [581000/1251000] [464.4/1000.0] [batch_t 0.241 (0.261)] [data_t 0.009] [optim_t 0.233] [lr 0.001681] [CE 4.549 (4.184)] [KD 3.455 (3.256)] 2024-10-17 09:13:52,209 - Train: 46.45% [581050/1251000] [464.5/1000.0] [batch_t 0.270 (0.248)] [data_t 0.042] [optim_t 0.228] [lr 0.001680] [CE 3.976 (4.158)] [KD 3.073 (3.257)] 2024-10-17 09:14:05,544 - Train: 46.45% [581100/1251000] [464.5/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.001680] [CE 4.313 (4.232)] [KD 3.379 (3.282)] 2024-10-17 09:14:19,619 - Train: 46.45% [581150/1251000] [464.5/1000.0] [batch_t 0.305 (0.281)] [data_t 0.009] [optim_t 0.296] [lr 0.001680] [CE 4.320 (4.209)] [KD 3.225 (3.281)] 2024-10-17 09:14:33,716 - Train: 46.46% [581200/1251000] [464.6/1000.0] [batch_t 0.270 (0.282)] [data_t 0.009] [optim_t 0.261] [lr 0.001680] [CE 4.392 (4.265)] [KD 3.265 (3.293)] 2024-10-17 09:14:47,486 - Train: 46.46% [581250/1251000] [464.6/1000.0] [batch_t 0.298 (0.275)] [data_t 0.009] [optim_t 0.289] [lr 0.001680] [CE 4.170 (4.142)] [KD 3.254 (3.190)] 2024-10-17 09:15:00,721 - Train: 46.47% [581300/1251000] [464.7/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.001679] [CE 4.336 (4.209)] [KD 3.232 (3.268)] 2024-10-17 09:15:13,371 - Train: 46.47% [581350/1251000] [464.7/1000.0] [batch_t 0.243 (0.253)] [data_t 0.009] [optim_t 0.234] [lr 0.001679] [CE 4.252 (4.205)] [KD 3.402 (3.241)] 2024-10-17 09:15:27,421 - Train: 46.47% [581400/1251000] [464.7/1000.0] [batch_t 0.271 (0.281)] [data_t 0.009] [optim_t 0.263] [lr 0.001679] [CE 4.065 (4.201)] [KD 3.137 (3.245)] 2024-10-17 09:15:41,718 - Train: 46.48% [581450/1251000] [464.8/1000.0] [batch_t 0.300 (0.286)] [data_t 0.009] [optim_t 0.291] [lr 0.001679] [CE 4.327 (4.181)] [KD 3.197 (3.250)] 2024-10-17 09:15:55,534 - Train: 46.48% [581500/1251000] [464.8/1000.0] [batch_t 0.260 (0.276)] [data_t 0.009] [optim_t 0.251] [lr 0.001679] [CE 4.226 (4.247)] [KD 3.329 (3.280)] 2024-10-17 09:16:09,692 - Train: 46.49% [581550/1251000] [464.9/1000.0] [batch_t 0.238 (0.283)] [data_t 0.009] [optim_t 0.229] [lr 0.001679] [CE 4.384 (4.258)] [KD 3.469 (3.354)] 2024-10-17 09:16:22,775 - Train: 46.49% [581600/1251000] [464.9/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.001678] [CE 3.775 (4.141)] [KD 2.961 (3.319)] 2024-10-17 09:16:35,343 - Train: 46.49% [581650/1251000] [464.9/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.236] [lr 0.001678] [CE 4.458 (4.250)] [KD 3.539 (3.353)] 2024-10-17 09:16:49,198 - Train: 46.50% [581700/1251000] [465.0/1000.0] [batch_t 0.298 (0.277)] [data_t 0.017] [optim_t 0.281] [lr 0.001678] [CE 4.175 (4.214)] [KD 3.385 (3.333)] 2024-10-17 09:17:06,727 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.270)] [top1_cnt 37815] [top5_cnt 46512] [top_all 50000] 2024-10-17 09:17:06,727 - net: 75.630 (93.024) 2024-10-17 09:17:20,438 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.266)] [top1_cnt 39984] [top5_cnt 47479] [top_all 50000] 2024-10-17 09:17:20,439 - net_E: 79.968 (94.958) 2024-10-17 09:17:20,601 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 09:17:20,601 - ==> Total time: 1 day, 18:04:01 Eta: 2 days, 0:23:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:17:34,824 - Train: 46.50% [581750/1251000] [465.0/1000.0] [batch_t 0.233 (0.280)] [data_t 0.009] [optim_t 0.224] [lr 0.001678] [CE 4.374 (4.198)] [KD 3.251 (3.265)] 2024-10-17 09:17:46,979 - Train: 46.51% [581800/1251000] [465.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001678] [CE 4.213 (4.268)] [KD 3.194 (3.305)] 2024-10-17 09:17:59,604 - Train: 46.51% [581850/1251000] [465.1/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.001677] [CE 4.286 (4.207)] [KD 3.339 (3.245)] 2024-10-17 09:18:11,704 - Train: 46.51% [581900/1251000] [465.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001677] [CE 4.057 (4.195)] [KD 3.241 (3.266)] 2024-10-17 09:18:24,469 - Train: 46.52% [581950/1251000] [465.2/1000.0] [batch_t 0.247 (0.255)] [data_t 0.009] [optim_t 0.238] [lr 0.001677] [CE 3.406 (4.273)] [KD 2.862 (3.304)] 2024-10-17 09:18:38,044 - Train: 46.52% [582000/1251000] [465.2/1000.0] [batch_t 0.260 (0.271)] [data_t 0.009] [optim_t 0.251] [lr 0.001677] [CE 4.494 (4.201)] [KD 3.222 (3.283)] 2024-10-17 09:18:51,808 - Train: 46.53% [582050/1251000] [465.3/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.271] [lr 0.001677] [CE 3.958 (4.186)] [KD 3.094 (3.293)] 2024-10-17 09:19:04,377 - Train: 46.53% [582100/1251000] [465.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001677] [CE 4.525 (4.251)] [KD 3.203 (3.316)] 2024-10-17 09:19:16,934 - Train: 46.53% [582150/1251000] [465.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001676] [CE 4.155 (4.165)] [KD 3.174 (3.267)] 2024-10-17 09:19:30,170 - Train: 46.54% [582200/1251000] [465.4/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.001676] [CE 3.796 (4.135)] [KD 3.215 (3.271)] 2024-10-17 09:19:43,364 - Train: 46.54% [582250/1251000] [465.4/1000.0] [batch_t 0.263 (0.264)] [data_t 0.009] [optim_t 0.254] [lr 0.001676] [CE 3.961 (4.157)] [KD 3.039 (3.271)] 2024-10-17 09:19:57,192 - Train: 46.55% [582300/1251000] [465.5/1000.0] [batch_t 0.284 (0.276)] [data_t 0.009] [optim_t 0.275] [lr 0.001676] [CE 3.966 (4.160)] [KD 3.164 (3.235)] 2024-10-17 09:20:10,981 - Train: 46.55% [582350/1251000] [465.5/1000.0] [batch_t 0.268 (0.276)] [data_t 0.009] [optim_t 0.259] [lr 0.001676] [CE 4.388 (4.154)] [KD 3.423 (3.243)] 2024-10-17 09:20:23,773 - Train: 46.55% [582400/1251000] [465.5/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.001675] [CE 4.028 (4.121)] [KD 3.291 (3.236)] 2024-10-17 09:20:36,003 - Train: 46.56% [582450/1251000] [465.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001675] [CE 4.133 (4.265)] [KD 3.408 (3.262)] 2024-10-17 09:20:48,209 - Train: 46.56% [582500/1251000] [465.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001675] [CE 4.481 (4.223)] [KD 3.280 (3.324)] 2024-10-17 09:21:01,480 - Train: 46.57% [582550/1251000] [465.7/1000.0] [batch_t 0.269 (0.265)] [data_t 0.009] [optim_t 0.261] [lr 0.001675] [CE 4.180 (4.207)] [KD 3.203 (3.287)] 2024-10-17 09:21:14,323 - Train: 46.57% [582600/1251000] [465.7/1000.0] [batch_t 0.307 (0.257)] [data_t 0.009] [optim_t 0.298] [lr 0.001675] [CE 3.894 (4.216)] [KD 3.207 (3.315)] 2024-10-17 09:21:27,477 - Train: 46.57% [582650/1251000] [465.7/1000.0] [batch_t 0.244 (0.263)] [data_t 0.009] [optim_t 0.235] [lr 0.001674] [CE 4.083 (4.201)] [KD 3.132 (3.294)] 2024-10-17 09:21:40,509 - Train: 46.58% [582700/1251000] [465.8/1000.0] [batch_t 0.241 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.001674] [CE 4.606 (4.186)] [KD 3.613 (3.281)] 2024-10-17 09:21:52,357 - Train: 46.58% [582750/1251000] [465.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001674] [CE 4.641 (4.223)] [KD 3.527 (3.338)] 2024-10-17 09:22:04,995 - Train: 46.59% [582800/1251000] [465.9/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001674] [CE 4.025 (4.151)] [KD 3.306 (3.277)] 2024-10-17 09:22:17,962 - Train: 46.59% [582850/1251000] [465.9/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.001674] [CE 4.569 (4.223)] [KD 3.295 (3.260)] 2024-10-17 09:22:31,000 - Train: 46.59% [582900/1251000] [465.9/1000.0] [batch_t 0.250 (0.261)] [data_t 0.009] [optim_t 0.241] [lr 0.001674] [CE 4.237 (4.293)] [KD 3.182 (3.366)] 2024-10-17 09:22:44,505 - Train: 46.60% [582950/1251000] [466.0/1000.0] [batch_t 0.267 (0.270)] [data_t 0.009] [optim_t 0.258] [lr 0.001673] [CE 4.551 (4.202)] [KD 3.440 (3.290)] 2024-10-17 09:23:01,435 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.257)] [top1_cnt 38085] [top5_cnt 46619] [top_all 50000] 2024-10-17 09:23:01,436 - net: 76.170 (93.238) 2024-10-17 09:23:13,805 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39972] [top5_cnt 47481] [top_all 50000] 2024-10-17 09:23:13,806 - net_E: 79.944 (94.962) 2024-10-17 09:23:13,961 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 09:23:13,961 - ==> Total time: 1 day, 18:09:54 Eta: 2 days, 0:19:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:23:26,293 - Train: 46.60% [583000/1251000] [466.0/1000.0] [batch_t 0.241 (0.319)] [data_t 0.009] [optim_t 0.232] [lr 0.001673] [CE 4.374 (4.212)] [KD 3.330 (3.256)] 2024-10-17 09:23:39,627 - Train: 46.61% [583050/1251000] [466.1/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.001673] [CE 3.748 (4.214)] [KD 3.237 (3.280)] 2024-10-17 09:23:53,338 - Train: 46.61% [583100/1251000] [466.1/1000.0] [batch_t 0.287 (0.274)] [data_t 0.009] [optim_t 0.278] [lr 0.001673] [CE 4.044 (4.210)] [KD 3.404 (3.282)] 2024-10-17 09:24:06,563 - Train: 46.61% [583150/1251000] [466.1/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.001673] [CE 4.209 (4.194)] [KD 3.319 (3.221)] 2024-10-17 09:24:20,272 - Train: 46.62% [583200/1251000] [466.2/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.001672] [CE 4.161 (4.220)] [KD 3.260 (3.214)] 2024-10-17 09:24:32,345 - Train: 46.62% [583250/1251000] [466.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001672] [CE 3.975 (4.201)] [KD 3.231 (3.285)] 2024-10-17 09:24:44,726 - Train: 46.63% [583300/1251000] [466.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001672] [CE 4.097 (4.219)] [KD 3.103 (3.315)] 2024-10-17 09:24:57,557 - Train: 46.63% [583350/1251000] [466.3/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.001672] [CE 4.163 (4.166)] [KD 3.272 (3.268)] 2024-10-17 09:25:10,954 - Train: 46.63% [583400/1251000] [466.3/1000.0] [batch_t 0.287 (0.268)] [data_t 0.009] [optim_t 0.278] [lr 0.001672] [CE 3.718 (4.178)] [KD 3.331 (3.256)] 2024-10-17 09:25:24,675 - Train: 46.64% [583450/1251000] [466.4/1000.0] [batch_t 0.309 (0.274)] [data_t 0.009] [optim_t 0.300] [lr 0.001672] [CE 3.761 (4.216)] [KD 2.958 (3.247)] 2024-10-17 09:25:38,070 - Train: 46.64% [583500/1251000] [466.4/1000.0] [batch_t 0.278 (0.268)] [data_t 0.009] [optim_t 0.269] [lr 0.001671] [CE 3.927 (4.228)] [KD 2.943 (3.268)] 2024-10-17 09:25:50,448 - Train: 46.65% [583550/1251000] [466.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001671] [CE 3.859 (4.248)] [KD 2.972 (3.328)] 2024-10-17 09:26:02,572 - Train: 46.65% [583600/1251000] [466.5/1000.0] [batch_t 0.283 (0.242)] [data_t 0.009] [optim_t 0.274] [lr 0.001671] [CE 4.131 (4.204)] [KD 3.046 (3.254)] 2024-10-17 09:26:16,046 - Train: 46.65% [583650/1251000] [466.5/1000.0] [batch_t 0.234 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.001671] [CE 4.072 (4.124)] [KD 3.360 (3.264)] 2024-10-17 09:26:29,922 - Train: 46.66% [583700/1251000] [466.6/1000.0] [batch_t 0.314 (0.277)] [data_t 0.009] [optim_t 0.305] [lr 0.001671] [CE 3.794 (4.190)] [KD 2.863 (3.283)] 2024-10-17 09:26:43,671 - Train: 46.66% [583750/1251000] [466.6/1000.0] [batch_t 0.253 (0.275)] [data_t 0.009] [optim_t 0.244] [lr 0.001670] [CE 4.201 (4.184)] [KD 3.265 (3.236)] 2024-10-17 09:26:57,190 - Train: 46.67% [583800/1251000] [466.7/1000.0] [batch_t 0.283 (0.270)] [data_t 0.009] [optim_t 0.275] [lr 0.001670] [CE 4.220 (4.212)] [KD 3.074 (3.233)] 2024-10-17 09:27:09,750 - Train: 46.67% [583850/1251000] [466.7/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001670] [CE 4.468 (4.216)] [KD 3.401 (3.321)] 2024-10-17 09:27:22,141 - Train: 46.67% [583900/1251000] [466.7/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001670] [CE 4.862 (4.237)] [KD 3.613 (3.287)] 2024-10-17 09:27:35,323 - Train: 46.68% [583950/1251000] [466.8/1000.0] [batch_t 0.272 (0.264)] [data_t 0.009] [optim_t 0.263] [lr 0.001670] [CE 4.015 (4.303)] [KD 3.119 (3.300)] 2024-10-17 09:27:48,504 - Train: 46.68% [584000/1251000] [466.8/1000.0] [batch_t 0.239 (0.264)] [data_t 0.009] [optim_t 0.230] [lr 0.001669] [CE 4.288 (4.315)] [KD 3.486 (3.366)] 2024-10-17 09:28:01,983 - Train: 46.69% [584050/1251000] [466.9/1000.0] [batch_t 0.376 (0.269)] [data_t 0.009] [optim_t 0.367] [lr 0.001669] [CE 4.163 (4.126)] [KD 3.417 (3.211)] 2024-10-17 09:28:15,521 - Train: 46.69% [584100/1251000] [466.9/1000.0] [batch_t 0.262 (0.271)] [data_t 0.009] [optim_t 0.253] [lr 0.001669] [CE 4.560 (4.219)] [KD 3.342 (3.317)] 2024-10-17 09:28:28,353 - Train: 46.69% [584150/1251000] [466.9/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.001669] [CE 3.943 (4.293)] [KD 3.252 (3.325)] 2024-10-17 09:28:40,151 - Train: 46.70% [584200/1251000] [467.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001669] [CE 4.690 (4.197)] [KD 3.567 (3.237)] 2024-10-17 09:28:57,714 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.267)] [top1_cnt 37854] [top5_cnt 46450] [top_all 50000] 2024-10-17 09:28:57,714 - net: 75.708 (92.900) 2024-10-17 09:29:11,009 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.257)] [top1_cnt 39979] [top5_cnt 47489] [top_all 50000] 2024-10-17 09:29:11,009 - net_E: 79.958 (94.978) 2024-10-17 09:29:11,149 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 79.996 (epoch: 462)] 2024-10-17 09:29:11,149 - ==> Total time: 1 day, 18:15:51 Eta: 2 days, 0:14:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:29:22,969 - Train: 46.70% [584250/1251000] [467.0/1000.0] [batch_t 0.239 (0.314)] [data_t 0.009] [optim_t 0.230] [lr 0.001669] [CE 4.171 (4.189)] [KD 3.293 (3.261)] 2024-10-17 09:29:36,496 - Train: 46.71% [584300/1251000] [467.1/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.001668] [CE 4.395 (4.239)] [KD 3.278 (3.300)] 2024-10-17 09:29:49,653 - Train: 46.71% [584350/1251000] [467.1/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.001668] [CE 3.495 (4.212)] [KD 3.009 (3.277)] 2024-10-17 09:30:02,076 - Train: 46.71% [584400/1251000] [467.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.001668] [CE 4.762 (4.312)] [KD 3.398 (3.320)] 2024-10-17 09:30:15,694 - Train: 46.72% [584450/1251000] [467.2/1000.0] [batch_t 0.287 (0.272)] [data_t 0.009] [optim_t 0.278] [lr 0.001668] [CE 4.413 (4.225)] [KD 3.449 (3.255)] 2024-10-17 09:30:29,601 - Train: 46.72% [584500/1251000] [467.2/1000.0] [batch_t 0.275 (0.278)] [data_t 0.009] [optim_t 0.266] [lr 0.001668] [CE 3.923 (4.161)] [KD 3.106 (3.193)] 2024-10-17 09:30:43,149 - Train: 46.73% [584550/1251000] [467.3/1000.0] [batch_t 0.310 (0.271)] [data_t 0.009] [optim_t 0.301] [lr 0.001667] [CE 4.210 (4.193)] [KD 3.252 (3.212)] 2024-10-17 09:30:56,686 - Train: 46.73% [584600/1251000] [467.3/1000.0] [batch_t 0.279 (0.271)] [data_t 0.009] [optim_t 0.270] [lr 0.001667] [CE 4.552 (4.244)] [KD 3.258 (3.259)] 2024-10-17 09:31:09,883 - Train: 46.73% [584650/1251000] [467.3/1000.0] [batch_t 0.234 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.001667] [CE 4.789 (4.234)] [KD 3.307 (3.271)] 2024-10-17 09:31:22,311 - Train: 46.74% [584700/1251000] [467.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001667] [CE 3.870 (4.185)] [KD 3.102 (3.221)] 2024-10-17 09:31:35,071 - Train: 46.74% [584750/1251000] [467.4/1000.0] [batch_t 0.284 (0.255)] [data_t 0.009] [optim_t 0.275] [lr 0.001667] [CE 4.515 (4.294)] [KD 3.344 (3.259)] 2024-10-17 09:31:48,805 - Train: 46.75% [584800/1251000] [467.5/1000.0] [batch_t 0.270 (0.275)] [data_t 0.009] [optim_t 0.261] [lr 0.001667] [CE 4.031 (4.194)] [KD 3.118 (3.274)] 2024-10-17 09:32:02,648 - Train: 46.75% [584850/1251000] [467.5/1000.0] [batch_t 0.324 (0.277)] [data_t 0.009] [optim_t 0.315] [lr 0.001666] [CE 4.482 (4.236)] [KD 3.566 (3.279)] 2024-10-17 09:32:16,690 - Train: 46.75% [584900/1251000] [467.5/1000.0] [batch_t 0.291 (0.281)] [data_t 0.009] [optim_t 0.282] [lr 0.001666] [CE 4.041 (4.178)] [KD 3.076 (3.273)] 2024-10-17 09:32:30,181 - Train: 46.76% [584950/1251000] [467.6/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.001666] [CE 4.451 (4.226)] [KD 3.364 (3.315)] 2024-10-17 09:32:42,464 - Train: 46.76% [585000/1251000] [467.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001666] [CE 4.313 (4.256)] [KD 3.340 (3.270)] 2024-10-17 09:32:55,129 - Train: 46.77% [585050/1251000] [467.7/1000.0] [batch_t 0.276 (0.253)] [data_t 0.009] [optim_t 0.268] [lr 0.001666] [CE 3.390 (4.176)] [KD 3.000 (3.267)] 2024-10-17 09:33:09,061 - Train: 46.77% [585100/1251000] [467.7/1000.0] [batch_t 0.269 (0.279)] [data_t 0.009] [optim_t 0.260] [lr 0.001665] [CE 4.697 (4.199)] [KD 3.358 (3.287)] 2024-10-17 09:33:22,766 - Train: 46.77% [585150/1251000] [467.7/1000.0] [batch_t 0.276 (0.274)] [data_t 0.009] [optim_t 0.267] [lr 0.001665] [CE 4.337 (4.243)] [KD 3.184 (3.314)] 2024-10-17 09:33:36,658 - Train: 46.78% [585200/1251000] [467.8/1000.0] [batch_t 0.273 (0.278)] [data_t 0.009] [optim_t 0.264] [lr 0.001665] [CE 4.116 (4.203)] [KD 3.329 (3.280)] 2024-10-17 09:33:50,289 - Train: 46.78% [585250/1251000] [467.8/1000.0] [batch_t 0.383 (0.273)] [data_t 0.009] [optim_t 0.374] [lr 0.001665] [CE 4.266 (4.180)] [KD 3.200 (3.303)] 2024-10-17 09:34:02,448 - Train: 46.79% [585300/1251000] [467.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001665] [CE 4.264 (4.187)] [KD 3.235 (3.294)] 2024-10-17 09:34:15,367 - Train: 46.79% [585350/1251000] [467.9/1000.0] [batch_t 0.261 (0.258)] [data_t 0.009] [optim_t 0.252] [lr 0.001664] [CE 4.577 (4.184)] [KD 3.387 (3.272)] 2024-10-17 09:34:29,176 - Train: 46.79% [585400/1251000] [467.9/1000.0] [batch_t 0.271 (0.276)] [data_t 0.009] [optim_t 0.262] [lr 0.001664] [CE 4.660 (4.233)] [KD 3.531 (3.323)] 2024-10-17 09:34:41,930 - Train: 46.80% [585450/1251000] [468.0/1000.0] [batch_t 0.265 (0.255)] [data_t 0.009] [optim_t 0.256] [lr 0.001664] [CE 4.321 (4.235)] [KD 3.246 (3.262)] 2024-10-17 09:34:59,590 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 37913] [top5_cnt 46560] [top_all 50000] 2024-10-17 09:34:59,591 - net: 75.826 (93.120) 2024-10-17 09:35:12,642 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.253)] [top1_cnt 40021] [top5_cnt 47487] [top_all 50000] 2024-10-17 09:35:12,642 - net_E: 80.042 (94.974) 2024-10-17 09:35:12,804 - Max [top1: 76.356 (epoch: 450)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 09:35:12,804 - ==> Total time: 1 day, 18:21:53 Eta: 2 days, 0:09:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:35:26,211 - Train: 46.80% [585500/1251000] [468.0/1000.0] [batch_t 0.236 (0.285)] [data_t 0.009] [optim_t 0.227] [lr 0.001664] [CE 4.408 (4.342)] [KD 3.277 (3.303)] 2024-10-17 09:35:38,809 - Train: 46.81% [585550/1251000] [468.1/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.001664] [CE 4.408 (4.178)] [KD 3.240 (3.232)] 2024-10-17 09:35:52,030 - Train: 46.81% [585600/1251000] [468.1/1000.0] [batch_t 0.266 (0.264)] [data_t 0.009] [optim_t 0.257] [lr 0.001664] [CE 3.869 (4.209)] [KD 3.120 (3.219)] 2024-10-17 09:36:05,764 - Train: 46.81% [585650/1251000] [468.1/1000.0] [batch_t 0.270 (0.275)] [data_t 0.009] [optim_t 0.262] [lr 0.001663] [CE 4.575 (4.262)] [KD 3.587 (3.254)] 2024-10-17 09:36:19,385 - Train: 46.82% [585700/1251000] [468.2/1000.0] [batch_t 0.255 (0.272)] [data_t 0.009] [optim_t 0.246] [lr 0.001663] [CE 4.107 (4.168)] [KD 3.158 (3.216)] 2024-10-17 09:36:32,653 - Train: 46.82% [585750/1251000] [468.2/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.001663] [CE 3.803 (4.259)] [KD 3.454 (3.280)] 2024-10-17 09:36:44,717 - Train: 46.83% [585800/1251000] [468.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001663] [CE 4.208 (4.167)] [KD 3.139 (3.191)] 2024-10-17 09:36:57,088 - Train: 46.83% [585850/1251000] [468.3/1000.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.001663] [CE 4.562 (4.246)] [KD 3.493 (3.255)] 2024-10-17 09:37:10,614 - Train: 46.83% [585900/1251000] [468.3/1000.0] [batch_t 0.279 (0.270)] [data_t 0.009] [optim_t 0.271] [lr 0.001662] [CE 4.242 (4.213)] [KD 3.398 (3.246)] 2024-10-17 09:37:24,432 - Train: 46.84% [585950/1251000] [468.4/1000.0] [batch_t 0.288 (0.276)] [data_t 0.009] [optim_t 0.279] [lr 0.001662] [CE 4.044 (4.314)] [KD 3.288 (3.323)] 2024-10-17 09:37:37,620 - Train: 46.84% [586000/1251000] [468.4/1000.0] [batch_t 0.276 (0.264)] [data_t 0.009] [optim_t 0.267] [lr 0.001662] [CE 4.481 (4.209)] [KD 3.342 (3.291)] 2024-10-17 09:37:51,176 - Train: 46.85% [586050/1251000] [468.5/1000.0] [batch_t 0.234 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.001662] [CE 4.188 (4.199)] [KD 3.312 (3.269)] 2024-10-17 09:38:03,456 - Train: 46.85% [586100/1251000] [468.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001662] [CE 4.479 (4.225)] [KD 3.503 (3.301)] 2024-10-17 09:38:16,478 - Train: 46.85% [586150/1251000] [468.5/1000.0] [batch_t 0.376 (0.260)] [data_t 0.009] [optim_t 0.367] [lr 0.001662] [CE 4.519 (4.261)] [KD 3.434 (3.301)] 2024-10-17 09:38:29,955 - Train: 46.86% [586200/1251000] [468.6/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.228] [lr 0.001661] [CE 4.263 (4.237)] [KD 3.380 (3.285)] 2024-10-17 09:38:43,515 - Train: 46.86% [586250/1251000] [468.6/1000.0] [batch_t 0.277 (0.271)] [data_t 0.009] [optim_t 0.268] [lr 0.001661] [CE 4.692 (4.227)] [KD 3.376 (3.285)] 2024-10-17 09:38:57,128 - Train: 46.87% [586300/1251000] [468.7/1000.0] [batch_t 0.244 (0.272)] [data_t 0.009] [optim_t 0.235] [lr 0.001661] [CE 4.562 (4.269)] [KD 3.190 (3.260)] 2024-10-17 09:39:10,435 - Train: 46.87% [586350/1251000] [468.7/1000.0] [batch_t 0.235 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.001661] [CE 4.671 (4.215)] [KD 3.599 (3.273)] 2024-10-17 09:39:22,565 - Train: 46.87% [586400/1251000] [468.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001661] [CE 4.472 (4.233)] [KD 3.412 (3.279)] 2024-10-17 09:39:34,437 - Train: 46.88% [586450/1251000] [468.8/1000.0] [batch_t 0.255 (0.237)] [data_t 0.009] [optim_t 0.246] [lr 0.001660] [CE 4.652 (4.155)] [KD 3.387 (3.211)] 2024-10-17 09:39:47,924 - Train: 46.88% [586500/1251000] [468.8/1000.0] [batch_t 0.253 (0.270)] [data_t 0.009] [optim_t 0.244] [lr 0.001660] [CE 3.779 (4.249)] [KD 3.077 (3.294)] 2024-10-17 09:40:01,176 - Train: 46.89% [586550/1251000] [468.9/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.001660] [CE 3.867 (4.241)] [KD 3.255 (3.329)] 2024-10-17 09:40:14,677 - Train: 46.89% [586600/1251000] [468.9/1000.0] [batch_t 0.307 (0.270)] [data_t 0.009] [optim_t 0.299] [lr 0.001660] [CE 3.856 (4.202)] [KD 2.978 (3.267)] 2024-10-17 09:40:28,832 - Train: 46.89% [586650/1251000] [468.9/1000.0] [batch_t 0.234 (0.283)] [data_t 0.009] [optim_t 0.226] [lr 0.001660] [CE 3.800 (4.200)] [KD 3.194 (3.268)] 2024-10-17 09:40:40,955 - Train: 46.90% [586700/1251000] [469.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001659] [CE 4.185 (4.231)] [KD 3.422 (3.361)] 2024-10-17 09:40:58,717 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.257)] [top1_cnt 38197] [top5_cnt 46656] [top_all 50000] 2024-10-17 09:40:58,717 - net: 76.394 (93.312) 2024-10-17 09:41:12,871 - Test (net_E): 100.00% [50/50] [batch_t 0.116 (0.275)] [top1_cnt 40002] [top5_cnt 47497] [top_all 50000] 2024-10-17 09:41:12,871 - net_E: 80.004 (94.994) 2024-10-17 09:41:13,038 - Max [top1: 76.394 (epoch: 469)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 09:41:13,039 - ==> Total time: 1 day, 18:27:53 Eta: 2 days, 0:04:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:41:26,941 - Train: 46.90% [586750/1251000] [469.0/1000.0] [batch_t 0.238 (0.297)] [data_t 0.009] [optim_t 0.229] [lr 0.001659] [CE 4.144 (4.121)] [KD 3.130 (3.229)] 2024-10-17 09:41:40,486 - Train: 46.91% [586800/1251000] [469.1/1000.0] [batch_t 0.405 (0.271)] [data_t 0.009] [optim_t 0.396] [lr 0.001659] [CE 4.355 (4.152)] [KD 3.239 (3.255)] 2024-10-17 09:41:53,859 - Train: 46.91% [586850/1251000] [469.1/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.001659] [CE 4.071 (4.164)] [KD 3.182 (3.228)] 2024-10-17 09:42:06,189 - Train: 46.91% [586900/1251000] [469.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001659] [CE 4.175 (4.266)] [KD 3.281 (3.308)] 2024-10-17 09:42:19,336 - Train: 46.92% [586950/1251000] [469.2/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.001659] [CE 4.282 (4.235)] [KD 3.206 (3.286)] 2024-10-17 09:42:33,236 - Train: 46.92% [587000/1251000] [469.2/1000.0] [batch_t 0.297 (0.278)] [data_t 0.009] [optim_t 0.288] [lr 0.001658] [CE 4.353 (4.206)] [KD 3.229 (3.198)] 2024-10-17 09:42:47,230 - Train: 46.93% [587050/1251000] [469.3/1000.0] [batch_t 0.291 (0.280)] [data_t 0.009] [optim_t 0.282] [lr 0.001658] [CE 4.107 (4.225)] [KD 3.155 (3.243)] 2024-10-17 09:43:00,829 - Train: 46.93% [587100/1251000] [469.3/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.001658] [CE 4.367 (4.186)] [KD 3.294 (3.201)] 2024-10-17 09:43:13,573 - Train: 46.93% [587150/1251000] [469.3/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.001658] [CE 3.884 (4.252)] [KD 3.137 (3.265)] 2024-10-17 09:43:25,449 - Train: 46.94% [587200/1251000] [469.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001658] [CE 3.948 (4.187)] [KD 3.306 (3.272)] 2024-10-17 09:43:38,170 - Train: 46.94% [587250/1251000] [469.4/1000.0] [batch_t 0.255 (0.254)] [data_t 0.009] [optim_t 0.246] [lr 0.001657] [CE 3.993 (4.184)] [KD 3.000 (3.244)] 2024-10-17 09:43:51,887 - Train: 46.95% [587300/1251000] [469.5/1000.0] [batch_t 0.301 (0.274)] [data_t 0.009] [optim_t 0.293] [lr 0.001657] [CE 3.918 (4.227)] [KD 3.158 (3.298)] 2024-10-17 09:44:05,449 - Train: 46.95% [587350/1251000] [469.5/1000.0] [batch_t 0.293 (0.271)] [data_t 0.009] [optim_t 0.284] [lr 0.001657] [CE 4.047 (4.216)] [KD 3.094 (3.245)] 2024-10-17 09:44:18,984 - Train: 46.95% [587400/1251000] [469.5/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.001657] [CE 3.394 (4.259)] [KD 2.875 (3.256)] 2024-10-17 09:44:32,799 - Train: 46.96% [587450/1251000] [469.6/1000.0] [batch_t 0.312 (0.276)] [data_t 0.009] [optim_t 0.304] [lr 0.001657] [CE 4.136 (4.139)] [KD 3.197 (3.185)] 2024-10-17 09:44:45,158 - Train: 46.96% [587500/1251000] [469.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001656] [CE 4.259 (4.234)] [KD 3.341 (3.315)] 2024-10-17 09:44:57,913 - Train: 46.97% [587550/1251000] [469.7/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.001656] [CE 4.830 (4.196)] [KD 3.544 (3.235)] 2024-10-17 09:45:11,780 - Train: 46.97% [587600/1251000] [469.7/1000.0] [batch_t 0.236 (0.277)] [data_t 0.009] [optim_t 0.227] [lr 0.001656] [CE 4.054 (4.166)] [KD 3.262 (3.187)] 2024-10-17 09:45:25,194 - Train: 46.97% [587650/1251000] [469.7/1000.0] [batch_t 0.286 (0.268)] [data_t 0.009] [optim_t 0.277] [lr 0.001656] [CE 4.270 (4.205)] [KD 3.190 (3.225)] 2024-10-17 09:45:38,975 - Train: 46.98% [587700/1251000] [469.8/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.270] [lr 0.001656] [CE 4.298 (4.261)] [KD 3.302 (3.321)] 2024-10-17 09:45:52,827 - Train: 46.98% [587750/1251000] [469.8/1000.0] [batch_t 0.287 (0.277)] [data_t 0.009] [optim_t 0.278] [lr 0.001656] [CE 4.172 (4.235)] [KD 3.644 (3.293)] 2024-10-17 09:46:05,396 - Train: 46.99% [587800/1251000] [469.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001655] [CE 4.587 (4.208)] [KD 3.482 (3.268)] 2024-10-17 09:46:17,609 - Train: 46.99% [587850/1251000] [469.9/1000.0] [batch_t 0.309 (0.244)] [data_t 0.009] [optim_t 0.300] [lr 0.001655] [CE 3.769 (4.252)] [KD 3.147 (3.248)] 2024-10-17 09:46:30,852 - Train: 46.99% [587900/1251000] [469.9/1000.0] [batch_t 0.299 (0.265)] [data_t 0.009] [optim_t 0.290] [lr 0.001655] [CE 4.711 (4.189)] [KD 3.353 (3.241)] 2024-10-17 09:46:44,593 - Train: 47.00% [587950/1251000] [470.0/1000.0] [batch_t 0.247 (0.275)] [data_t 0.009] [optim_t 0.238] [lr 0.001655] [CE 4.318 (4.210)] [KD 3.137 (3.254)] 2024-10-17 09:47:03,237 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 38288] [top5_cnt 46617] [top_all 50000] 2024-10-17 09:47:03,237 - net: 76.576 (93.234) 2024-10-17 09:47:16,650 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 40007] [top5_cnt 47509] [top_all 50000] 2024-10-17 09:47:16,650 - net_E: 80.014 (95.018) 2024-10-17 09:47:16,780 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 09:47:16,780 - ==> Total time: 1 day, 18:33:57 Eta: 1 day, 23:59:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:47:29,622 - Train: 47.00% [588000/1251000] [470.0/1000.0] [batch_t 0.239 (0.289)] [data_t 0.009] [optim_t 0.230] [lr 0.001655] [CE 3.328 (4.118)] [KD 2.524 (3.139)] 2024-10-17 09:47:42,089 - Train: 47.01% [588050/1251000] [470.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001654] [CE 4.151 (4.180)] [KD 3.146 (3.247)] 2024-10-17 09:47:54,912 - Train: 47.01% [588100/1251000] [470.1/1000.0] [batch_t 0.262 (0.256)] [data_t 0.009] [optim_t 0.253] [lr 0.001654] [CE 4.316 (4.191)] [KD 3.367 (3.203)] 2024-10-17 09:48:08,649 - Train: 47.01% [588150/1251000] [470.1/1000.0] [batch_t 0.301 (0.275)] [data_t 0.009] [optim_t 0.292] [lr 0.001654] [CE 4.381 (4.188)] [KD 3.450 (3.209)] 2024-10-17 09:48:22,149 - Train: 47.02% [588200/1251000] [470.2/1000.0] [batch_t 0.265 (0.270)] [data_t 0.009] [optim_t 0.257] [lr 0.001654] [CE 4.230 (4.201)] [KD 3.144 (3.255)] 2024-10-17 09:48:35,550 - Train: 47.02% [588250/1251000] [470.2/1000.0] [batch_t 0.238 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.001654] [CE 3.606 (4.165)] [KD 3.268 (3.267)] 2024-10-17 09:48:48,043 - Train: 47.03% [588300/1251000] [470.3/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.001654] [CE 4.016 (4.207)] [KD 3.134 (3.274)] 2024-10-17 09:49:01,035 - Train: 47.03% [588350/1251000] [470.3/1000.0] [batch_t 0.272 (0.260)] [data_t 0.009] [optim_t 0.263] [lr 0.001653] [CE 3.767 (4.269)] [KD 2.914 (3.351)] 2024-10-17 09:49:14,518 - Train: 47.03% [588400/1251000] [470.3/1000.0] [batch_t 0.283 (0.270)] [data_t 0.009] [optim_t 0.274] [lr 0.001653] [CE 3.998 (4.231)] [KD 3.044 (3.253)] 2024-10-17 09:49:27,752 - Train: 47.04% [588450/1251000] [470.4/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.001653] [CE 4.365 (4.218)] [KD 3.234 (3.243)] 2024-10-17 09:49:41,134 - Train: 47.04% [588500/1251000] [470.4/1000.0] [batch_t 0.272 (0.268)] [data_t 0.009] [optim_t 0.264] [lr 0.001653] [CE 4.359 (4.187)] [KD 3.374 (3.225)] 2024-10-17 09:49:54,636 - Train: 47.05% [588550/1251000] [470.5/1000.0] [batch_t 0.336 (0.270)] [data_t 0.009] [optim_t 0.327] [lr 0.001653] [CE 4.415 (4.116)] [KD 3.369 (3.200)] 2024-10-17 09:50:07,004 - Train: 47.05% [588600/1251000] [470.5/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001652] [CE 4.403 (4.207)] [KD 3.240 (3.252)] 2024-10-17 09:50:19,755 - Train: 47.05% [588650/1251000] [470.5/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001652] [CE 4.163 (4.211)] [KD 3.276 (3.263)] 2024-10-17 09:50:33,049 - Train: 47.06% [588700/1251000] [470.6/1000.0] [batch_t 0.279 (0.266)] [data_t 0.009] [optim_t 0.271] [lr 0.001652] [CE 4.542 (4.126)] [KD 3.392 (3.232)] 2024-10-17 09:50:46,525 - Train: 47.06% [588750/1251000] [470.6/1000.0] [batch_t 0.240 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.001652] [CE 4.241 (4.207)] [KD 3.295 (3.286)] 2024-10-17 09:50:59,960 - Train: 47.07% [588800/1251000] [470.7/1000.0] [batch_t 0.273 (0.269)] [data_t 0.009] [optim_t 0.264] [lr 0.001652] [CE 4.267 (4.210)] [KD 3.408 (3.278)] 2024-10-17 09:51:13,156 - Train: 47.07% [588850/1251000] [470.7/1000.0] [batch_t 0.241 (0.264)] [data_t 0.009] [optim_t 0.232] [lr 0.001651] [CE 4.576 (4.238)] [KD 3.486 (3.278)] 2024-10-17 09:51:25,478 - Train: 47.07% [588900/1251000] [470.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001651] [CE 3.805 (4.144)] [KD 3.390 (3.254)] 2024-10-17 09:51:38,466 - Train: 47.08% [588950/1251000] [470.8/1000.0] [batch_t 0.268 (0.260)] [data_t 0.009] [optim_t 0.259] [lr 0.001651] [CE 3.940 (4.199)] [KD 3.190 (3.288)] 2024-10-17 09:51:52,173 - Train: 47.08% [589000/1251000] [470.8/1000.0] [batch_t 0.261 (0.274)] [data_t 0.009] [optim_t 0.252] [lr 0.001651] [CE 4.449 (4.200)] [KD 3.659 (3.277)] 2024-10-17 09:52:05,697 - Train: 47.09% [589050/1251000] [470.9/1000.0] [batch_t 0.244 (0.270)] [data_t 0.009] [optim_t 0.235] [lr 0.001651] [CE 4.562 (4.241)] [KD 3.553 (3.297)] 2024-10-17 09:52:19,542 - Train: 47.09% [589100/1251000] [470.9/1000.0] [batch_t 0.296 (0.277)] [data_t 0.009] [optim_t 0.287] [lr 0.001651] [CE 3.941 (4.204)] [KD 3.147 (3.277)] 2024-10-17 09:52:33,340 - Train: 47.09% [589150/1251000] [470.9/1000.0] [batch_t 0.279 (0.276)] [data_t 0.009] [optim_t 0.270] [lr 0.001650] [CE 4.129 (4.154)] [KD 3.336 (3.206)] 2024-10-17 09:52:46,073 - Train: 47.10% [589200/1251000] [471.0/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.001650] [CE 4.157 (4.202)] [KD 3.321 (3.280)] 2024-10-17 09:53:04,125 - Test (net): 100.00% [50/50] [batch_t 0.090 (0.257)] [top1_cnt 38276] [top5_cnt 46721] [top_all 50000] 2024-10-17 09:53:04,125 - net: 76.552 (93.442) 2024-10-17 09:53:17,643 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.262)] [top1_cnt 39983] [top5_cnt 47496] [top_all 50000] 2024-10-17 09:53:17,644 - net_E: 79.966 (94.992) 2024-10-17 09:53:17,807 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 09:53:17,807 - ==> Total time: 1 day, 18:39:58 Eta: 1 day, 23:55:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:53:29,158 - Train: 47.10% [589250/1251000] [471.0/1000.0] [batch_t 0.237 (0.341)] [data_t 0.009] [optim_t 0.228] [lr 0.001650] [CE 3.761 (4.287)] [KD 3.070 (3.261)] 2024-10-17 09:53:41,743 - Train: 47.11% [589300/1251000] [471.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001650] [CE 4.292 (4.158)] [KD 3.257 (3.224)] 2024-10-17 09:53:53,834 - Train: 47.11% [589350/1251000] [471.1/1000.0] [batch_t 0.284 (0.242)] [data_t 0.009] [optim_t 0.275] [lr 0.001650] [CE 4.503 (4.182)] [KD 3.317 (3.225)] 2024-10-17 09:54:06,294 - Train: 47.11% [589400/1251000] [471.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001649] [CE 3.927 (4.214)] [KD 3.036 (3.218)] 2024-10-17 09:54:18,218 - Train: 47.12% [589450/1251000] [471.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001649] [CE 4.406 (4.220)] [KD 3.343 (3.229)] 2024-10-17 09:54:30,464 - Train: 47.12% [589500/1251000] [471.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001649] [CE 4.536 (4.223)] [KD 3.343 (3.307)] 2024-10-17 09:54:42,947 - Train: 47.13% [589550/1251000] [471.3/1000.0] [batch_t 0.290 (0.250)] [data_t 0.009] [optim_t 0.281] [lr 0.001649] [CE 3.745 (4.159)] [KD 2.872 (3.208)] 2024-10-17 09:54:56,171 - Train: 47.13% [589600/1251000] [471.3/1000.0] [batch_t 0.239 (0.264)] [data_t 0.009] [optim_t 0.230] [lr 0.001649] [CE 3.332 (4.255)] [KD 2.767 (3.291)] 2024-10-17 09:55:09,238 - Train: 47.13% [589650/1251000] [471.3/1000.0] [batch_t 0.266 (0.261)] [data_t 0.009] [optim_t 0.257] [lr 0.001649] [CE 4.233 (4.233)] [KD 3.070 (3.242)] 2024-10-17 09:55:22,064 - Train: 47.14% [589700/1251000] [471.4/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.001648] [CE 4.469 (4.278)] [KD 3.666 (3.280)] 2024-10-17 09:55:33,940 - Train: 47.14% [589750/1251000] [471.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001648] [CE 4.090 (4.123)] [KD 3.280 (3.240)] 2024-10-17 09:55:46,441 - Train: 47.15% [589800/1251000] [471.5/1000.0] [batch_t 0.268 (0.250)] [data_t 0.009] [optim_t 0.259] [lr 0.001648] [CE 3.787 (4.227)] [KD 3.038 (3.314)] 2024-10-17 09:55:59,974 - Train: 47.15% [589850/1251000] [471.5/1000.0] [batch_t 0.282 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.001648] [CE 4.727 (4.183)] [KD 3.532 (3.254)] 2024-10-17 09:56:14,167 - Train: 47.15% [589900/1251000] [471.5/1000.0] [batch_t 0.234 (0.284)] [data_t 0.009] [optim_t 0.225] [lr 0.001648] [CE 4.140 (4.163)] [KD 3.344 (3.262)] 2024-10-17 09:56:28,105 - Train: 47.16% [589950/1251000] [471.6/1000.0] [batch_t 0.291 (0.279)] [data_t 0.009] [optim_t 0.282] [lr 0.001647] [CE 4.291 (4.202)] [KD 3.570 (3.258)] 2024-10-17 09:56:41,705 - Train: 47.16% [590000/1251000] [471.6/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.229] [lr 0.001647] [CE 4.060 (4.139)] [KD 3.286 (3.201)] 2024-10-17 09:56:53,926 - Train: 47.17% [590050/1251000] [471.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001647] [CE 4.411 (4.198)] [KD 3.322 (3.236)] 2024-10-17 09:57:06,163 - Train: 47.17% [590100/1251000] [471.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001647] [CE 3.836 (4.237)] [KD 2.991 (3.269)] 2024-10-17 09:57:18,866 - Train: 47.17% [590150/1251000] [471.7/1000.0] [batch_t 0.276 (0.254)] [data_t 0.009] [optim_t 0.267] [lr 0.001647] [CE 4.641 (4.167)] [KD 3.283 (3.208)] 2024-10-17 09:57:32,483 - Train: 47.18% [590200/1251000] [471.8/1000.0] [batch_t 0.265 (0.272)] [data_t 0.009] [optim_t 0.256] [lr 0.001646] [CE 3.687 (4.230)] [KD 3.029 (3.292)] 2024-10-17 09:57:45,869 - Train: 47.18% [590250/1251000] [471.8/1000.0] [batch_t 0.263 (0.268)] [data_t 0.009] [optim_t 0.254] [lr 0.001646] [CE 3.916 (4.174)] [KD 2.993 (3.235)] 2024-10-17 09:57:58,826 - Train: 47.19% [590300/1251000] [471.9/1000.0] [batch_t 0.265 (0.259)] [data_t 0.009] [optim_t 0.256] [lr 0.001646] [CE 4.331 (4.151)] [KD 3.434 (3.210)] 2024-10-17 09:58:11,312 - Train: 47.19% [590350/1251000] [471.9/1000.0] [batch_t 0.261 (0.250)] [data_t 0.036] [optim_t 0.225] [lr 0.001646] [CE 4.080 (4.178)] [KD 3.201 (3.299)] 2024-10-17 09:58:24,468 - Train: 47.19% [590400/1251000] [471.9/1000.0] [batch_t 0.255 (0.263)] [data_t 0.030] [optim_t 0.225] [lr 0.001646] [CE 4.844 (4.212)] [KD 3.531 (3.301)] 2024-10-17 09:58:38,508 - Train: 47.20% [590450/1251000] [472.0/1000.0] [batch_t 0.305 (0.281)] [data_t 0.077] [optim_t 0.228] [lr 0.001646] [CE 3.833 (4.220)] [KD 3.029 (3.237)] 2024-10-17 09:58:57,741 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.265)] [top1_cnt 37949] [top5_cnt 46593] [top_all 50000] 2024-10-17 09:58:57,742 - net: 75.898 (93.186) 2024-10-17 09:59:11,796 - Test (net_E): 100.00% [50/50] [batch_t 0.087 (0.273)] [top1_cnt 39975] [top5_cnt 47508] [top_all 50000] 2024-10-17 09:59:11,796 - net_E: 79.950 (95.016) 2024-10-17 09:59:11,948 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 09:59:11,949 - ==> Total time: 1 day, 18:45:52 Eta: 1 day, 23:50:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 09:59:22,986 - Train: 47.20% [590500/1251000] [472.0/1000.0] [batch_t 0.238 (0.338)] [data_t 0.009] [optim_t 0.229] [lr 0.001645] [CE 4.462 (4.201)] [KD 3.217 (3.278)] 2024-10-17 09:59:35,130 - Train: 47.21% [590550/1251000] [472.1/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001645] [CE 4.068 (4.177)] [KD 3.155 (3.211)] 2024-10-17 09:59:47,575 - Train: 47.21% [590600/1251000] [472.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001645] [CE 3.738 (4.128)] [KD 3.029 (3.208)] 2024-10-17 09:59:59,955 - Train: 47.21% [590650/1251000] [472.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001645] [CE 4.416 (4.133)] [KD 3.237 (3.201)] 2024-10-17 10:00:13,131 - Train: 47.22% [590700/1251000] [472.2/1000.0] [batch_t 0.291 (0.263)] [data_t 0.009] [optim_t 0.282] [lr 0.001645] [CE 4.080 (4.095)] [KD 3.166 (3.143)] 2024-10-17 10:00:26,698 - Train: 47.22% [590750/1251000] [472.2/1000.0] [batch_t 0.289 (0.271)] [data_t 0.009] [optim_t 0.280] [lr 0.001644] [CE 4.438 (4.139)] [KD 3.367 (3.232)] 2024-10-17 10:00:40,218 - Train: 47.23% [590800/1251000] [472.3/1000.0] [batch_t 0.283 (0.270)] [data_t 0.060] [optim_t 0.223] [lr 0.001644] [CE 4.182 (4.199)] [KD 3.416 (3.299)] 2024-10-17 10:00:52,723 - Train: 47.23% [590850/1251000] [472.3/1000.0] [batch_t 0.255 (0.250)] [data_t 0.029] [optim_t 0.225] [lr 0.001644] [CE 3.607 (4.172)] [KD 3.033 (3.311)] 2024-10-17 10:01:06,011 - Train: 47.23% [590900/1251000] [472.3/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.001644] [CE 3.766 (4.266)] [KD 3.036 (3.270)] 2024-10-17 10:01:19,204 - Train: 47.24% [590950/1251000] [472.4/1000.0] [batch_t 0.279 (0.264)] [data_t 0.053] [optim_t 0.226] [lr 0.001644] [CE 4.067 (4.259)] [KD 3.231 (3.324)] 2024-10-17 10:01:32,828 - Train: 47.24% [591000/1251000] [472.4/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.001644] [CE 4.236 (4.165)] [KD 3.221 (3.260)] 2024-10-17 10:01:46,773 - Train: 47.25% [591050/1251000] [472.5/1000.0] [batch_t 0.276 (0.279)] [data_t 0.047] [optim_t 0.229] [lr 0.001643] [CE 3.925 (4.140)] [KD 2.991 (3.185)] 2024-10-17 10:02:00,822 - Train: 47.25% [591100/1251000] [472.5/1000.0] [batch_t 0.289 (0.281)] [data_t 0.065] [optim_t 0.224] [lr 0.001643] [CE 3.934 (4.288)] [KD 3.098 (3.310)] 2024-10-17 10:02:13,798 - Train: 47.25% [591150/1251000] [472.5/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.001643] [CE 4.000 (4.176)] [KD 3.245 (3.269)] 2024-10-17 10:02:26,036 - Train: 47.26% [591200/1251000] [472.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001643] [CE 4.103 (4.259)] [KD 3.375 (3.303)] 2024-10-17 10:02:39,620 - Train: 47.26% [591250/1251000] [472.6/1000.0] [batch_t 0.316 (0.272)] [data_t 0.085] [optim_t 0.231] [lr 0.001643] [CE 4.758 (4.240)] [KD 3.535 (3.305)] 2024-10-17 10:02:53,343 - Train: 47.27% [591300/1251000] [472.7/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.001642] [CE 4.356 (4.213)] [KD 3.312 (3.256)] 2024-10-17 10:03:06,958 - Train: 47.27% [591350/1251000] [472.7/1000.0] [batch_t 0.276 (0.272)] [data_t 0.051] [optim_t 0.224] [lr 0.001642] [CE 3.967 (4.165)] [KD 3.083 (3.210)] 2024-10-17 10:03:20,490 - Train: 47.27% [591400/1251000] [472.7/1000.0] [batch_t 0.271 (0.271)] [data_t 0.047] [optim_t 0.225] [lr 0.001642] [CE 4.013 (4.225)] [KD 3.060 (3.247)] 2024-10-17 10:03:33,123 - Train: 47.28% [591450/1251000] [472.8/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.001642] [CE 4.128 (4.192)] [KD 3.078 (3.214)] 2024-10-17 10:03:45,630 - Train: 47.28% [591500/1251000] [472.8/1000.0] [batch_t 0.278 (0.250)] [data_t 0.054] [optim_t 0.224] [lr 0.001642] [CE 4.307 (4.270)] [KD 3.316 (3.331)] 2024-10-17 10:03:59,190 - Train: 47.29% [591550/1251000] [472.9/1000.0] [batch_t 0.264 (0.271)] [data_t 0.041] [optim_t 0.223] [lr 0.001641] [CE 4.076 (4.147)] [KD 3.272 (3.208)] 2024-10-17 10:04:12,667 - Train: 47.29% [591600/1251000] [472.9/1000.0] [batch_t 0.282 (0.269)] [data_t 0.058] [optim_t 0.224] [lr 0.001641] [CE 4.082 (4.151)] [KD 3.386 (3.219)] 2024-10-17 10:04:26,175 - Train: 47.29% [591650/1251000] [472.9/1000.0] [batch_t 0.265 (0.270)] [data_t 0.041] [optim_t 0.224] [lr 0.001641] [CE 4.473 (4.300)] [KD 3.229 (3.329)] 2024-10-17 10:04:40,080 - Train: 47.30% [591700/1251000] [473.0/1000.0] [batch_t 0.271 (0.278)] [data_t 0.047] [optim_t 0.223] [lr 0.001641] [CE 4.240 (4.262)] [KD 3.247 (3.294)] 2024-10-17 10:04:58,034 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38141] [top5_cnt 46652] [top_all 50000] 2024-10-17 10:04:58,035 - net: 76.282 (93.304) 2024-10-17 10:05:11,489 - Test (net_E): 100.00% [50/50] [batch_t 0.116 (0.261)] [top1_cnt 39978] [top5_cnt 47509] [top_all 50000] 2024-10-17 10:05:11,490 - net_E: 79.956 (95.018) 2024-10-17 10:05:11,653 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 10:05:11,653 - ==> Total time: 1 day, 18:51:52 Eta: 1 day, 23:45:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:05:22,468 - Train: 47.30% [591750/1251000] [473.0/1000.0] [batch_t 0.234 (0.342)] [data_t 0.009] [optim_t 0.225] [lr 0.001641] [CE 4.001 (4.201)] [KD 3.125 (3.263)] 2024-10-17 10:05:36,006 - Train: 47.31% [591800/1251000] [473.1/1000.0] [batch_t 0.427 (0.271)] [data_t 0.009] [optim_t 0.419] [lr 0.001641] [CE 4.398 (4.189)] [KD 3.370 (3.200)] 2024-10-17 10:05:49,769 - Train: 47.31% [591850/1251000] [473.1/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.273] [lr 0.001640] [CE 4.330 (4.238)] [KD 3.385 (3.262)] 2024-10-17 10:06:03,467 - Train: 47.31% [591900/1251000] [473.1/1000.0] [batch_t 0.291 (0.274)] [data_t 0.009] [optim_t 0.282] [lr 0.001640] [CE 4.264 (4.200)] [KD 3.241 (3.234)] 2024-10-17 10:06:16,141 - Train: 47.32% [591950/1251000] [473.2/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001640] [CE 3.946 (4.212)] [KD 3.150 (3.235)] 2024-10-17 10:06:28,896 - Train: 47.32% [592000/1251000] [473.2/1000.0] [batch_t 0.265 (0.255)] [data_t 0.009] [optim_t 0.256] [lr 0.001640] [CE 3.926 (4.206)] [KD 2.930 (3.257)] 2024-10-17 10:06:42,867 - Train: 47.33% [592050/1251000] [473.3/1000.0] [batch_t 0.296 (0.279)] [data_t 0.009] [optim_t 0.287] [lr 0.001640] [CE 3.961 (4.213)] [KD 2.955 (3.212)] 2024-10-17 10:06:56,994 - Train: 47.33% [592100/1251000] [473.3/1000.0] [batch_t 0.234 (0.282)] [data_t 0.009] [optim_t 0.225] [lr 0.001639] [CE 4.382 (4.240)] [KD 3.256 (3.262)] 2024-10-17 10:07:09,780 - Train: 47.33% [592150/1251000] [473.3/1000.0] [batch_t 0.382 (0.256)] [data_t 0.009] [optim_t 0.373] [lr 0.001639] [CE 4.068 (4.182)] [KD 3.559 (3.304)] 2024-10-17 10:07:23,243 - Train: 47.34% [592200/1251000] [473.4/1000.0] [batch_t 0.269 (0.269)] [data_t 0.009] [optim_t 0.260] [lr 0.001639] [CE 3.752 (4.240)] [KD 3.081 (3.251)] 2024-10-17 10:07:35,652 - Train: 47.34% [592250/1251000] [473.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001639] [CE 4.092 (4.195)] [KD 3.249 (3.275)] 2024-10-17 10:07:48,246 - Train: 47.35% [592300/1251000] [473.5/1000.0] [batch_t 0.261 (0.252)] [data_t 0.009] [optim_t 0.252] [lr 0.001639] [CE 3.851 (4.215)] [KD 3.010 (3.271)] 2024-10-17 10:08:01,889 - Train: 47.35% [592350/1251000] [473.5/1000.0] [batch_t 0.287 (0.273)] [data_t 0.009] [optim_t 0.278] [lr 0.001638] [CE 4.319 (4.227)] [KD 3.426 (3.285)] 2024-10-17 10:08:15,672 - Train: 47.35% [592400/1251000] [473.5/1000.0] [batch_t 0.377 (0.276)] [data_t 0.009] [optim_t 0.368] [lr 0.001638] [CE 4.110 (4.202)] [KD 3.197 (3.211)] 2024-10-17 10:08:29,323 - Train: 47.36% [592450/1251000] [473.6/1000.0] [batch_t 0.282 (0.273)] [data_t 0.009] [optim_t 0.274] [lr 0.001638] [CE 4.457 (4.219)] [KD 3.467 (3.260)] 2024-10-17 10:08:43,429 - Train: 47.36% [592500/1251000] [473.6/1000.0] [batch_t 0.306 (0.282)] [data_t 0.009] [optim_t 0.297] [lr 0.001638] [CE 3.919 (4.226)] [KD 3.213 (3.259)] 2024-10-17 10:08:56,261 - Train: 47.37% [592550/1251000] [473.7/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.001638] [CE 4.235 (4.234)] [KD 3.342 (3.231)] 2024-10-17 10:09:08,947 - Train: 47.37% [592600/1251000] [473.7/1000.0] [batch_t 0.293 (0.254)] [data_t 0.009] [optim_t 0.284] [lr 0.001638] [CE 3.937 (4.174)] [KD 3.125 (3.246)] 2024-10-17 10:09:22,902 - Train: 47.37% [592650/1251000] [473.7/1000.0] [batch_t 0.284 (0.279)] [data_t 0.009] [optim_t 0.275] [lr 0.001637] [CE 4.555 (4.096)] [KD 3.273 (3.181)] 2024-10-17 10:09:37,082 - Train: 47.38% [592700/1251000] [473.8/1000.0] [batch_t 0.291 (0.283)] [data_t 0.009] [optim_t 0.282] [lr 0.001637] [CE 4.563 (4.209)] [KD 3.410 (3.245)] 2024-10-17 10:09:51,191 - Train: 47.38% [592750/1251000] [473.8/1000.0] [batch_t 0.418 (0.282)] [data_t 0.009] [optim_t 0.409] [lr 0.001637] [CE 4.322 (4.192)] [KD 3.517 (3.239)] 2024-10-17 10:10:05,209 - Train: 47.39% [592800/1251000] [473.9/1000.0] [batch_t 0.301 (0.280)] [data_t 0.009] [optim_t 0.292] [lr 0.001637] [CE 4.518 (4.216)] [KD 3.351 (3.287)] 2024-10-17 10:10:17,955 - Train: 47.39% [592850/1251000] [473.9/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001637] [CE 4.426 (4.273)] [KD 3.204 (3.317)] 2024-10-17 10:10:30,457 - Train: 47.39% [592900/1251000] [473.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001636] [CE 4.171 (4.186)] [KD 3.157 (3.215)] 2024-10-17 10:10:44,480 - Train: 47.40% [592950/1251000] [474.0/1000.0] [batch_t 0.294 (0.280)] [data_t 0.009] [optim_t 0.285] [lr 0.001636] [CE 4.242 (4.174)] [KD 3.325 (3.216)] 2024-10-17 10:11:04,031 - Test (net): 100.00% [50/50] [batch_t 0.103 (0.263)] [top1_cnt 38102] [top5_cnt 46561] [top_all 50000] 2024-10-17 10:11:04,031 - net: 76.204 (93.122) 2024-10-17 10:11:17,834 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.270)] [top1_cnt 39971] [top5_cnt 47520] [top_all 50000] 2024-10-17 10:11:17,834 - net_E: 79.942 (95.040) 2024-10-17 10:11:17,959 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 10:11:17,959 - ==> Total time: 1 day, 18:57:58 Eta: 1 day, 23:40:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:11:28,465 - Train: 47.40% [593000/1251000] [474.0/1000.0] [batch_t 0.237 (0.347)] [data_t 0.009] [optim_t 0.228] [lr 0.001636] [CE 4.119 (4.205)] [KD 3.183 (3.286)] 2024-10-17 10:11:41,233 - Train: 47.41% [593050/1251000] [474.1/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.001636] [CE 3.762 (4.253)] [KD 2.846 (3.239)] 2024-10-17 10:11:54,372 - Train: 47.41% [593100/1251000] [474.1/1000.0] [batch_t 0.272 (0.263)] [data_t 0.009] [optim_t 0.264] [lr 0.001636] [CE 3.860 (4.162)] [KD 3.062 (3.217)] 2024-10-17 10:12:08,287 - Train: 47.41% [593150/1251000] [474.1/1000.0] [batch_t 0.285 (0.278)] [data_t 0.009] [optim_t 0.276] [lr 0.001636] [CE 4.363 (4.153)] [KD 3.394 (3.198)] 2024-10-17 10:12:22,436 - Train: 47.42% [593200/1251000] [474.2/1000.0] [batch_t 0.240 (0.283)] [data_t 0.009] [optim_t 0.231] [lr 0.001635] [CE 3.791 (4.258)] [KD 3.085 (3.284)] 2024-10-17 10:12:36,583 - Train: 47.42% [593250/1251000] [474.2/1000.0] [batch_t 0.313 (0.283)] [data_t 0.009] [optim_t 0.304] [lr 0.001635] [CE 4.636 (4.281)] [KD 3.593 (3.298)] 2024-10-17 10:12:50,719 - Train: 47.43% [593300/1251000] [474.3/1000.0] [batch_t 0.236 (0.283)] [data_t 0.009] [optim_t 0.227] [lr 0.001635] [CE 4.130 (4.261)] [KD 3.052 (3.308)] 2024-10-17 10:13:03,021 - Train: 47.43% [593350/1251000] [474.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001635] [CE 4.285 (4.234)] [KD 3.145 (3.261)] 2024-10-17 10:13:16,354 - Train: 47.43% [593400/1251000] [474.3/1000.0] [batch_t 0.259 (0.267)] [data_t 0.009] [optim_t 0.250] [lr 0.001635] [CE 4.154 (4.255)] [KD 3.255 (3.243)] 2024-10-17 10:13:30,347 - Train: 47.44% [593450/1251000] [474.4/1000.0] [batch_t 0.296 (0.280)] [data_t 0.009] [optim_t 0.287] [lr 0.001634] [CE 4.096 (4.192)] [KD 3.191 (3.191)] 2024-10-17 10:13:44,635 - Train: 47.44% [593500/1251000] [474.4/1000.0] [batch_t 0.310 (0.286)] [data_t 0.009] [optim_t 0.301] [lr 0.001634] [CE 4.166 (4.184)] [KD 3.184 (3.216)] 2024-10-17 10:13:58,816 - Train: 47.45% [593550/1251000] [474.5/1000.0] [batch_t 0.295 (0.283)] [data_t 0.009] [optim_t 0.286] [lr 0.001634] [CE 4.280 (4.170)] [KD 3.221 (3.201)] 2024-10-17 10:14:12,752 - Train: 47.45% [593600/1251000] [474.5/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.001634] [CE 4.378 (4.238)] [KD 3.234 (3.269)] 2024-10-17 10:14:25,310 - Train: 47.45% [593650/1251000] [474.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001634] [CE 3.823 (4.215)] [KD 3.036 (3.227)] 2024-10-17 10:14:38,674 - Train: 47.46% [593700/1251000] [474.6/1000.0] [batch_t 0.299 (0.267)] [data_t 0.009] [optim_t 0.290] [lr 0.001633] [CE 3.871 (4.243)] [KD 3.177 (3.253)] 2024-10-17 10:14:52,975 - Train: 47.46% [593750/1251000] [474.6/1000.0] [batch_t 0.375 (0.286)] [data_t 0.009] [optim_t 0.366] [lr 0.001633] [CE 4.426 (4.277)] [KD 3.263 (3.288)] 2024-10-17 10:15:07,086 - Train: 47.47% [593800/1251000] [474.7/1000.0] [batch_t 0.276 (0.282)] [data_t 0.009] [optim_t 0.267] [lr 0.001633] [CE 4.110 (4.186)] [KD 3.115 (3.307)] 2024-10-17 10:15:21,324 - Train: 47.47% [593850/1251000] [474.7/1000.0] [batch_t 0.287 (0.285)] [data_t 0.009] [optim_t 0.279] [lr 0.001633] [CE 4.721 (4.202)] [KD 3.568 (3.240)] 2024-10-17 10:15:35,078 - Train: 47.47% [593900/1251000] [474.7/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.269] [lr 0.001633] [CE 4.430 (4.265)] [KD 3.195 (3.280)] 2024-10-17 10:15:47,607 - Train: 47.48% [593950/1251000] [474.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001633] [CE 4.160 (4.226)] [KD 3.406 (3.250)] 2024-10-17 10:16:01,116 - Train: 47.48% [594000/1251000] [474.8/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.001632] [CE 3.852 (4.264)] [KD 3.085 (3.286)] 2024-10-17 10:16:15,241 - Train: 47.49% [594050/1251000] [474.9/1000.0] [batch_t 0.270 (0.282)] [data_t 0.009] [optim_t 0.261] [lr 0.001632] [CE 4.104 (4.160)] [KD 3.235 (3.233)] 2024-10-17 10:16:29,352 - Train: 47.49% [594100/1251000] [474.9/1000.0] [batch_t 0.272 (0.282)] [data_t 0.009] [optim_t 0.263] [lr 0.001632] [CE 4.301 (4.188)] [KD 3.197 (3.277)] 2024-10-17 10:16:43,412 - Train: 47.49% [594150/1251000] [474.9/1000.0] [batch_t 0.285 (0.281)] [data_t 0.009] [optim_t 0.275] [lr 0.001632] [CE 3.974 (4.206)] [KD 3.180 (3.261)] 2024-10-17 10:16:56,847 - Train: 47.50% [594200/1251000] [475.0/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.228] [lr 0.001632] [CE 3.629 (4.120)] [KD 3.008 (3.192)] 2024-10-17 10:17:16,184 - Test (net): 100.00% [50/50] [batch_t 0.120 (0.260)] [top1_cnt 38097] [top5_cnt 46598] [top_all 50000] 2024-10-17 10:17:16,185 - net: 76.194 (93.196) 2024-10-17 10:17:30,444 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.277)] [top1_cnt 39963] [top5_cnt 47505] [top_all 50000] 2024-10-17 10:17:30,445 - net_E: 79.926 (95.010) 2024-10-17 10:17:30,615 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 10:17:30,616 - ==> Total time: 1 day, 19:04:11 Eta: 1 day, 23:36:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:17:40,836 - Train: 47.50% [594250/1251000] [475.0/1000.0] [batch_t 0.240 (0.347)] [data_t 0.009] [optim_t 0.230] [lr 0.001631] [CE 4.000 (4.192)] [KD 3.237 (3.208)] 2024-10-17 10:17:54,056 - Train: 47.51% [594300/1251000] [475.1/1000.0] [batch_t 0.310 (0.264)] [data_t 0.009] [optim_t 0.301] [lr 0.001631] [CE 4.398 (4.247)] [KD 3.367 (3.224)] 2024-10-17 10:18:07,919 - Train: 47.51% [594350/1251000] [475.1/1000.0] [batch_t 0.501 (0.277)] [data_t 0.009] [optim_t 0.492] [lr 0.001631] [CE 4.192 (4.201)] [KD 3.086 (3.215)] 2024-10-17 10:18:20,613 - Train: 47.51% [594400/1251000] [475.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.001631] [CE 4.300 (4.256)] [KD 3.085 (3.217)] 2024-10-17 10:18:32,681 - Train: 47.52% [594450/1251000] [475.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001631] [CE 3.999 (4.237)] [KD 3.023 (3.242)] 2024-10-17 10:18:45,560 - Train: 47.52% [594500/1251000] [475.2/1000.0] [batch_t 0.263 (0.257)] [data_t 0.009] [optim_t 0.254] [lr 0.001630] [CE 4.096 (4.135)] [KD 3.058 (3.154)] 2024-10-17 10:18:59,132 - Train: 47.53% [594550/1251000] [475.3/1000.0] [batch_t 0.243 (0.271)] [data_t 0.009] [optim_t 0.234] [lr 0.001630] [CE 4.477 (4.191)] [KD 3.425 (3.201)] 2024-10-17 10:19:12,280 - Train: 47.53% [594600/1251000] [475.3/1000.0] [batch_t 0.285 (0.263)] [data_t 0.009] [optim_t 0.276] [lr 0.001630] [CE 4.337 (4.154)] [KD 3.449 (3.240)] 2024-10-17 10:19:25,744 - Train: 47.53% [594650/1251000] [475.3/1000.0] [batch_t 0.243 (0.269)] [data_t 0.009] [optim_t 0.234] [lr 0.001630] [CE 4.133 (4.142)] [KD 3.281 (3.184)] 2024-10-17 10:19:38,643 - Train: 47.54% [594700/1251000] [475.4/1000.0] [batch_t 0.232 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.001630] [CE 4.394 (4.189)] [KD 3.301 (3.209)] 2024-10-17 10:19:50,827 - Train: 47.54% [594750/1251000] [475.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001630] [CE 4.540 (4.167)] [KD 3.267 (3.217)] 2024-10-17 10:20:03,654 - Train: 47.55% [594800/1251000] [475.5/1000.0] [batch_t 0.257 (0.256)] [data_t 0.009] [optim_t 0.248] [lr 0.001629] [CE 3.925 (4.155)] [KD 3.108 (3.231)] 2024-10-17 10:20:16,901 - Train: 47.55% [594850/1251000] [475.5/1000.0] [batch_t 0.286 (0.265)] [data_t 0.009] [optim_t 0.277] [lr 0.001629] [CE 4.412 (4.157)] [KD 3.277 (3.238)] 2024-10-17 10:20:30,234 - Train: 47.55% [594900/1251000] [475.5/1000.0] [batch_t 0.293 (0.267)] [data_t 0.009] [optim_t 0.284] [lr 0.001629] [CE 4.196 (4.185)] [KD 3.173 (3.175)] 2024-10-17 10:20:43,635 - Train: 47.56% [594950/1251000] [475.6/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.001629] [CE 4.515 (4.310)] [KD 3.364 (3.240)] 2024-10-17 10:20:56,785 - Train: 47.56% [595000/1251000] [475.6/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.001629] [CE 4.155 (4.263)] [KD 3.231 (3.280)] 2024-10-17 10:21:08,908 - Train: 47.57% [595050/1251000] [475.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001628] [CE 4.500 (4.211)] [KD 3.274 (3.240)] 2024-10-17 10:21:21,643 - Train: 47.57% [595100/1251000] [475.7/1000.0] [batch_t 0.271 (0.255)] [data_t 0.009] [optim_t 0.262] [lr 0.001628] [CE 4.430 (4.244)] [KD 3.505 (3.310)] 2024-10-17 10:21:34,963 - Train: 47.57% [595150/1251000] [475.7/1000.0] [batch_t 0.342 (0.266)] [data_t 0.009] [optim_t 0.334] [lr 0.001628] [CE 4.015 (4.226)] [KD 3.096 (3.321)] 2024-10-17 10:21:48,155 - Train: 47.58% [595200/1251000] [475.8/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.001628] [CE 4.473 (4.243)] [KD 3.444 (3.271)] 2024-10-17 10:22:01,503 - Train: 47.58% [595250/1251000] [475.8/1000.0] [batch_t 0.280 (0.267)] [data_t 0.009] [optim_t 0.271] [lr 0.001628] [CE 4.273 (4.270)] [KD 3.271 (3.316)] 2024-10-17 10:22:14,983 - Train: 47.59% [595300/1251000] [475.9/1000.0] [batch_t 0.303 (0.269)] [data_t 0.009] [optim_t 0.295] [lr 0.001628] [CE 3.959 (4.168)] [KD 3.267 (3.219)] 2024-10-17 10:22:27,061 - Train: 47.59% [595350/1251000] [475.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001627] [CE 3.436 (4.175)] [KD 3.039 (3.295)] 2024-10-17 10:22:39,570 - Train: 47.59% [595400/1251000] [475.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001627] [CE 4.327 (4.245)] [KD 3.399 (3.336)] 2024-10-17 10:22:53,239 - Train: 47.60% [595450/1251000] [476.0/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.001627] [CE 4.323 (4.202)] [KD 3.347 (3.249)] 2024-10-17 10:23:13,372 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.269)] [top1_cnt 37840] [top5_cnt 46549] [top_all 50000] 2024-10-17 10:23:13,373 - net: 75.680 (93.098) 2024-10-17 10:23:27,083 - Test (net_E): 100.00% [50/50] [batch_t 0.098 (0.266)] [top1_cnt 39997] [top5_cnt 47516] [top_all 50000] 2024-10-17 10:23:27,084 - net_E: 79.994 (95.032) 2024-10-17 10:23:27,263 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.042 (epoch: 468)] 2024-10-17 10:23:27,263 - ==> Total time: 1 day, 19:10:07 Eta: 1 day, 23:31:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:23:37,122 - Train: 47.60% [595500/1251000] [476.0/1000.0] [batch_t 0.237 (0.335)] [data_t 0.009] [optim_t 0.228] [lr 0.001627] [CE 4.199 (4.181)] [KD 3.275 (3.212)] 2024-10-17 10:23:49,628 - Train: 47.61% [595550/1251000] [476.1/1000.0] [batch_t 0.248 (0.250)] [data_t 0.009] [optim_t 0.239] [lr 0.001627] [CE 4.120 (4.173)] [KD 3.131 (3.213)] 2024-10-17 10:24:01,774 - Train: 47.61% [595600/1251000] [476.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001626] [CE 4.009 (4.221)] [KD 3.162 (3.203)] 2024-10-17 10:24:15,642 - Train: 47.61% [595650/1251000] [476.1/1000.0] [batch_t 0.276 (0.277)] [data_t 0.009] [optim_t 0.267] [lr 0.001626] [CE 4.503 (4.227)] [KD 3.488 (3.247)] 2024-10-17 10:24:28,876 - Train: 47.62% [595700/1251000] [476.2/1000.0] [batch_t 0.241 (0.265)] [data_t 0.009] [optim_t 0.232] [lr 0.001626] [CE 4.097 (4.217)] [KD 3.330 (3.221)] 2024-10-17 10:24:42,174 - Train: 47.62% [595750/1251000] [476.2/1000.0] [batch_t 0.277 (0.266)] [data_t 0.009] [optim_t 0.267] [lr 0.001626] [CE 4.203 (4.226)] [KD 3.154 (3.236)] 2024-10-17 10:24:55,614 - Train: 47.63% [595800/1251000] [476.3/1000.0] [batch_t 0.273 (0.269)] [data_t 0.009] [optim_t 0.264] [lr 0.001626] [CE 4.305 (4.242)] [KD 3.313 (3.271)] 2024-10-17 10:25:08,046 - Train: 47.63% [595850/1251000] [476.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001625] [CE 4.372 (4.131)] [KD 3.309 (3.228)] 2024-10-17 10:25:19,930 - Train: 47.63% [595900/1251000] [476.3/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.001625] [CE 3.835 (4.139)] [KD 3.081 (3.181)] 2024-10-17 10:25:33,420 - Train: 47.64% [595950/1251000] [476.4/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.001625] [CE 4.319 (4.171)] [KD 3.327 (3.224)] 2024-10-17 10:25:46,510 - Train: 47.64% [596000/1251000] [476.4/1000.0] [batch_t 0.323 (0.262)] [data_t 0.009] [optim_t 0.314] [lr 0.001625] [CE 3.993 (4.095)] [KD 3.013 (3.195)] 2024-10-17 10:25:59,594 - Train: 47.65% [596050/1251000] [476.5/1000.0] [batch_t 0.257 (0.262)] [data_t 0.009] [optim_t 0.248] [lr 0.001625] [CE 3.892 (4.235)] [KD 3.049 (3.224)] 2024-10-17 10:26:13,299 - Train: 47.65% [596100/1251000] [476.5/1000.0] [batch_t 0.274 (0.274)] [data_t 0.045] [optim_t 0.229] [lr 0.001625] [CE 4.317 (4.204)] [KD 3.373 (3.236)] 2024-10-17 10:26:26,127 - Train: 47.65% [596150/1251000] [476.5/1000.0] [batch_t 0.242 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.001624] [CE 3.991 (4.202)] [KD 3.038 (3.232)] 2024-10-17 10:26:38,566 - Train: 47.66% [596200/1251000] [476.6/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001624] [CE 4.573 (4.208)] [KD 3.502 (3.231)] 2024-10-17 10:26:51,929 - Train: 47.66% [596250/1251000] [476.6/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.001624] [CE 4.625 (4.235)] [KD 3.135 (3.247)] 2024-10-17 10:27:05,709 - Train: 47.67% [596300/1251000] [476.7/1000.0] [batch_t 0.252 (0.275)] [data_t 0.024] [optim_t 0.227] [lr 0.001624] [CE 4.791 (4.183)] [KD 3.355 (3.199)] 2024-10-17 10:27:19,489 - Train: 47.67% [596350/1251000] [476.7/1000.0] [batch_t 0.274 (0.275)] [data_t 0.044] [optim_t 0.229] [lr 0.001624] [CE 4.122 (4.258)] [KD 2.926 (3.207)] 2024-10-17 10:27:33,382 - Train: 47.67% [596400/1251000] [476.7/1000.0] [batch_t 0.285 (0.278)] [data_t 0.058] [optim_t 0.226] [lr 0.001623] [CE 4.255 (4.170)] [KD 3.083 (3.183)] 2024-10-17 10:27:46,683 - Train: 47.68% [596450/1251000] [476.8/1000.0] [batch_t 0.233 (0.266)] [data_t 0.009] [optim_t 0.224] [lr 0.001623] [CE 4.151 (4.164)] [KD 3.310 (3.189)] 2024-10-17 10:27:59,733 - Train: 47.68% [596500/1251000] [476.8/1000.0] [batch_t 0.263 (0.261)] [data_t 0.037] [optim_t 0.226] [lr 0.001623] [CE 4.232 (4.242)] [KD 3.212 (3.251)] 2024-10-17 10:28:13,214 - Train: 47.69% [596550/1251000] [476.9/1000.0] [batch_t 0.244 (0.269)] [data_t 0.014] [optim_t 0.231] [lr 0.001623] [CE 4.327 (4.098)] [KD 3.264 (3.205)] 2024-10-17 10:28:27,496 - Train: 47.69% [596600/1251000] [476.9/1000.0] [batch_t 0.309 (0.285)] [data_t 0.076] [optim_t 0.233] [lr 0.001623] [CE 3.972 (4.192)] [KD 3.111 (3.229)] 2024-10-17 10:28:41,598 - Train: 47.69% [596650/1251000] [476.9/1000.0] [batch_t 0.278 (0.282)] [data_t 0.043] [optim_t 0.236] [lr 0.001622] [CE 4.024 (4.196)] [KD 3.194 (3.248)] 2024-10-17 10:28:55,478 - Train: 47.70% [596700/1251000] [477.0/1000.0] [batch_t 0.322 (0.277)] [data_t 0.090] [optim_t 0.232] [lr 0.001622] [CE 4.257 (4.227)] [KD 3.373 (3.306)] 2024-10-17 10:29:15,679 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.255)] [top1_cnt 37878] [top5_cnt 46543] [top_all 50000] 2024-10-17 10:29:15,679 - net: 75.756 (93.086) 2024-10-17 10:29:29,375 - Test (net_E): 100.00% [50/50] [batch_t 0.113 (0.267)] [top1_cnt 40025] [top5_cnt 47530] [top_all 50000] 2024-10-17 10:29:29,375 - net_E: 80.050 (95.060) 2024-10-17 10:29:29,514 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.050 (epoch: 477)] 2024-10-17 10:29:29,514 - ==> Total time: 1 day, 19:16:10 Eta: 1 day, 23:26:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:29:41,496 - Train: 47.70% [596750/1251000] [477.0/1000.0] [batch_t 0.235 (0.321)] [data_t 0.009] [optim_t 0.226] [lr 0.001622] [CE 4.139 (4.256)] [KD 3.223 (3.273)] 2024-10-17 10:29:53,786 - Train: 47.71% [596800/1251000] [477.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001622] [CE 4.480 (4.210)] [KD 3.195 (3.226)] 2024-10-17 10:30:07,260 - Train: 47.71% [596850/1251000] [477.1/1000.0] [batch_t 0.271 (0.269)] [data_t 0.009] [optim_t 0.263] [lr 0.001622] [CE 4.578 (4.218)] [KD 3.417 (3.258)] 2024-10-17 10:30:20,978 - Train: 47.71% [596900/1251000] [477.1/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.001622] [CE 3.967 (4.155)] [KD 3.266 (3.227)] 2024-10-17 10:30:33,175 - Train: 47.72% [596950/1251000] [477.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001621] [CE 4.581 (4.251)] [KD 3.347 (3.260)] 2024-10-17 10:30:45,641 - Train: 47.72% [597000/1251000] [477.2/1000.0] [batch_t 0.284 (0.249)] [data_t 0.009] [optim_t 0.275] [lr 0.001621] [CE 4.349 (4.172)] [KD 3.265 (3.220)] 2024-10-17 10:30:59,031 - Train: 47.73% [597050/1251000] [477.3/1000.0] [batch_t 0.241 (0.268)] [data_t 0.010] [optim_t 0.231] [lr 0.001621] [CE 4.410 (4.297)] [KD 3.423 (3.322)] 2024-10-17 10:31:12,821 - Train: 47.73% [597100/1251000] [477.3/1000.0] [batch_t 0.293 (0.276)] [data_t 0.009] [optim_t 0.285] [lr 0.001621] [CE 3.874 (4.245)] [KD 3.061 (3.309)] 2024-10-17 10:31:26,455 - Train: 47.73% [597150/1251000] [477.3/1000.0] [batch_t 0.262 (0.273)] [data_t 0.009] [optim_t 0.253] [lr 0.001621] [CE 4.217 (4.163)] [KD 3.309 (3.241)] 2024-10-17 10:31:40,041 - Train: 47.74% [597200/1251000] [477.4/1000.0] [batch_t 0.260 (0.272)] [data_t 0.009] [optim_t 0.251] [lr 0.001620] [CE 3.736 (4.162)] [KD 3.071 (3.223)] 2024-10-17 10:31:52,309 - Train: 47.74% [597250/1251000] [477.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001620] [CE 4.761 (4.170)] [KD 3.613 (3.245)] 2024-10-17 10:32:04,776 - Train: 47.75% [597300/1251000] [477.5/1000.0] [batch_t 0.276 (0.249)] [data_t 0.009] [optim_t 0.268] [lr 0.001620] [CE 4.334 (4.185)] [KD 3.274 (3.218)] 2024-10-17 10:32:18,103 - Train: 47.75% [597350/1251000] [477.5/1000.0] [batch_t 0.265 (0.266)] [data_t 0.009] [optim_t 0.256] [lr 0.001620] [CE 4.357 (4.200)] [KD 3.277 (3.244)] 2024-10-17 10:32:32,079 - Train: 47.75% [597400/1251000] [477.5/1000.0] [batch_t 0.296 (0.279)] [data_t 0.009] [optim_t 0.287] [lr 0.001620] [CE 4.477 (4.211)] [KD 3.462 (3.301)] 2024-10-17 10:32:46,147 - Train: 47.76% [597450/1251000] [477.6/1000.0] [batch_t 0.286 (0.281)] [data_t 0.009] [optim_t 0.278] [lr 0.001620] [CE 4.155 (4.205)] [KD 3.479 (3.272)] 2024-10-17 10:32:59,066 - Train: 47.76% [597500/1251000] [477.6/1000.0] [batch_t 0.246 (0.258)] [data_t 0.009] [optim_t 0.237] [lr 0.001619] [CE 4.658 (4.209)] [KD 3.461 (3.223)] 2024-10-17 10:33:11,411 - Train: 47.77% [597550/1251000] [477.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001619] [CE 4.517 (4.182)] [KD 3.244 (3.230)] 2024-10-17 10:33:24,022 - Train: 47.77% [597600/1251000] [477.7/1000.0] [batch_t 0.258 (0.252)] [data_t 0.009] [optim_t 0.249] [lr 0.001619] [CE 4.046 (4.112)] [KD 3.203 (3.230)] 2024-10-17 10:33:37,367 - Train: 47.77% [597650/1251000] [477.7/1000.0] [batch_t 0.244 (0.267)] [data_t 0.009] [optim_t 0.235] [lr 0.001619] [CE 3.921 (4.233)] [KD 3.103 (3.263)] 2024-10-17 10:33:50,933 - Train: 47.78% [597700/1251000] [477.8/1000.0] [batch_t 0.279 (0.271)] [data_t 0.009] [optim_t 0.270] [lr 0.001619] [CE 4.572 (4.227)] [KD 3.223 (3.205)] 2024-10-17 10:34:04,770 - Train: 47.78% [597750/1251000] [477.8/1000.0] [batch_t 0.238 (0.277)] [data_t 0.009] [optim_t 0.229] [lr 0.001618] [CE 4.054 (4.279)] [KD 3.186 (3.250)] 2024-10-17 10:34:18,708 - Train: 47.79% [597800/1251000] [477.9/1000.0] [batch_t 0.240 (0.279)] [data_t 0.009] [optim_t 0.231] [lr 0.001618] [CE 3.928 (4.221)] [KD 3.255 (3.299)] 2024-10-17 10:34:31,208 - Train: 47.79% [597850/1251000] [477.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001618] [CE 4.457 (4.159)] [KD 3.398 (3.204)] 2024-10-17 10:34:43,549 - Train: 47.79% [597900/1251000] [477.9/1000.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.263] [lr 0.001618] [CE 4.185 (4.221)] [KD 3.131 (3.287)] 2024-10-17 10:34:57,344 - Train: 47.80% [597950/1251000] [478.0/1000.0] [batch_t 0.254 (0.276)] [data_t 0.009] [optim_t 0.245] [lr 0.001618] [CE 3.985 (4.231)] [KD 3.093 (3.272)] 2024-10-17 10:35:19,156 - Test (net): 100.00% [50/50] [batch_t 0.124 (0.286)] [top1_cnt 38203] [top5_cnt 46689] [top_all 50000] 2024-10-17 10:35:19,156 - net: 76.406 (93.378) 2024-10-17 10:35:32,890 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.268)] [top1_cnt 40029] [top5_cnt 47530] [top_all 50000] 2024-10-17 10:35:32,891 - net_E: 80.058 (95.060) 2024-10-17 10:35:33,029 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.058 (epoch: 478)] 2024-10-17 10:35:33,029 - ==> Total time: 1 day, 19:22:13 Eta: 1 day, 23:21:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:35:44,389 - Train: 47.80% [598000/1251000] [478.0/1000.0] [batch_t 0.233 (0.307)] [data_t 0.009] [optim_t 0.224] [lr 0.001617] [CE 3.969 (4.169)] [KD 2.991 (3.222)] 2024-10-17 10:35:56,534 - Train: 47.81% [598050/1251000] [478.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001617] [CE 4.103 (4.229)] [KD 3.090 (3.245)] 2024-10-17 10:36:08,898 - Train: 47.81% [598100/1251000] [478.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001617] [CE 4.286 (4.167)] [KD 3.351 (3.216)] 2024-10-17 10:36:21,693 - Train: 47.81% [598150/1251000] [478.1/1000.0] [batch_t 0.261 (0.256)] [data_t 0.009] [optim_t 0.252] [lr 0.001617] [CE 4.443 (4.205)] [KD 3.265 (3.218)] 2024-10-17 10:36:35,139 - Train: 47.82% [598200/1251000] [478.2/1000.0] [batch_t 0.291 (0.269)] [data_t 0.009] [optim_t 0.282] [lr 0.001617] [CE 4.532 (4.245)] [KD 3.436 (3.269)] 2024-10-17 10:36:48,767 - Train: 47.82% [598250/1251000] [478.2/1000.0] [batch_t 0.232 (0.272)] [data_t 0.009] [optim_t 0.223] [lr 0.001617] [CE 4.229 (4.207)] [KD 3.257 (3.246)] 2024-10-17 10:37:02,157 - Train: 47.83% [598300/1251000] [478.3/1000.0] [batch_t 0.287 (0.268)] [data_t 0.009] [optim_t 0.278] [lr 0.001616] [CE 4.369 (4.213)] [KD 3.375 (3.262)] 2024-10-17 10:37:14,427 - Train: 47.83% [598350/1251000] [478.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001616] [CE 4.302 (4.220)] [KD 3.185 (3.217)] 2024-10-17 10:37:26,742 - Train: 47.83% [598400/1251000] [478.3/1000.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.001616] [CE 4.056 (4.186)] [KD 3.239 (3.222)] 2024-10-17 10:37:40,309 - Train: 47.84% [598450/1251000] [478.4/1000.0] [batch_t 0.310 (0.271)] [data_t 0.009] [optim_t 0.301] [lr 0.001616] [CE 4.664 (4.180)] [KD 3.409 (3.214)] 2024-10-17 10:37:54,342 - Train: 47.84% [598500/1251000] [478.4/1000.0] [batch_t 0.264 (0.281)] [data_t 0.009] [optim_t 0.255] [lr 0.001616] [CE 4.015 (4.249)] [KD 3.059 (3.283)] 2024-10-17 10:38:08,480 - Train: 47.85% [598550/1251000] [478.5/1000.0] [batch_t 0.295 (0.283)] [data_t 0.009] [optim_t 0.286] [lr 0.001615] [CE 3.881 (4.207)] [KD 3.027 (3.223)] 2024-10-17 10:38:22,000 - Train: 47.85% [598600/1251000] [478.5/1000.0] [batch_t 0.255 (0.270)] [data_t 0.009] [optim_t 0.246] [lr 0.001615] [CE 4.895 (4.176)] [KD 3.558 (3.232)] 2024-10-17 10:38:34,523 - Train: 47.85% [598650/1251000] [478.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001615] [CE 4.123 (4.225)] [KD 3.133 (3.257)] 2024-10-17 10:38:47,125 - Train: 47.86% [598700/1251000] [478.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001615] [CE 4.093 (4.261)] [KD 3.408 (3.249)] 2024-10-17 10:39:01,056 - Train: 47.86% [598750/1251000] [478.6/1000.0] [batch_t 0.285 (0.279)] [data_t 0.009] [optim_t 0.277] [lr 0.001615] [CE 4.213 (4.192)] [KD 3.046 (3.248)] 2024-10-17 10:39:15,176 - Train: 47.87% [598800/1251000] [478.7/1000.0] [batch_t 0.305 (0.282)] [data_t 0.009] [optim_t 0.296] [lr 0.001614] [CE 3.971 (4.190)] [KD 3.260 (3.194)] 2024-10-17 10:39:29,130 - Train: 47.87% [598850/1251000] [478.7/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.001614] [CE 3.879 (4.151)] [KD 3.006 (3.188)] 2024-10-17 10:39:42,930 - Train: 47.87% [598900/1251000] [478.7/1000.0] [batch_t 0.257 (0.276)] [data_t 0.009] [optim_t 0.248] [lr 0.001614] [CE 4.381 (4.230)] [KD 3.176 (3.240)] 2024-10-17 10:39:55,489 - Train: 47.88% [598950/1251000] [478.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001614] [CE 4.730 (4.230)] [KD 3.594 (3.234)] 2024-10-17 10:40:08,401 - Train: 47.88% [599000/1251000] [478.8/1000.0] [batch_t 0.294 (0.258)] [data_t 0.009] [optim_t 0.285] [lr 0.001614] [CE 4.326 (4.207)] [KD 3.184 (3.243)] 2024-10-17 10:40:21,856 - Train: 47.89% [599050/1251000] [478.9/1000.0] [batch_t 0.254 (0.269)] [data_t 0.009] [optim_t 0.245] [lr 0.001614] [CE 3.849 (4.260)] [KD 2.962 (3.300)] 2024-10-17 10:40:35,676 - Train: 47.89% [599100/1251000] [478.9/1000.0] [batch_t 0.287 (0.276)] [data_t 0.009] [optim_t 0.278] [lr 0.001613] [CE 3.809 (4.201)] [KD 2.920 (3.234)] 2024-10-17 10:40:49,580 - Train: 47.89% [599150/1251000] [478.9/1000.0] [batch_t 0.306 (0.278)] [data_t 0.009] [optim_t 0.297] [lr 0.001613] [CE 3.576 (4.177)] [KD 3.151 (3.243)] 2024-10-17 10:41:03,266 - Train: 47.90% [599200/1251000] [479.0/1000.0] [batch_t 0.280 (0.274)] [data_t 0.009] [optim_t 0.271] [lr 0.001613] [CE 4.217 (4.139)] [KD 3.290 (3.213)] 2024-10-17 10:41:23,287 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 38130] [top5_cnt 46623] [top_all 50000] 2024-10-17 10:41:23,287 - net: 76.260 (93.246) 2024-10-17 10:41:36,513 - Test (net_E): 100.00% [50/50] [batch_t 0.109 (0.258)] [top1_cnt 40061] [top5_cnt 47536] [top_all 50000] 2024-10-17 10:41:36,514 - net_E: 80.122 (95.072) 2024-10-17 10:41:36,656 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.122 (epoch: 479)] 2024-10-17 10:41:36,656 - ==> Total time: 1 day, 19:28:17 Eta: 1 day, 23:16:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:41:47,669 - Train: 47.90% [599250/1251000] [479.0/1000.0] [batch_t 0.233 (0.302)] [data_t 0.009] [optim_t 0.224] [lr 0.001613] [CE 4.337 (4.237)] [KD 3.090 (3.258)] 2024-10-17 10:41:59,850 - Train: 47.91% [599300/1251000] [479.1/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001613] [CE 4.363 (4.180)] [KD 3.280 (3.255)] 2024-10-17 10:42:12,236 - Train: 47.91% [599350/1251000] [479.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.012] [optim_t 0.225] [lr 0.001612] [CE 4.280 (4.208)] [KD 3.297 (3.198)] 2024-10-17 10:42:25,158 - Train: 47.91% [599400/1251000] [479.1/1000.0] [batch_t 0.261 (0.258)] [data_t 0.022] [optim_t 0.239] [lr 0.001612] [CE 4.484 (4.181)] [KD 3.158 (3.201)] 2024-10-17 10:42:37,313 - Train: 47.92% [599450/1251000] [479.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001612] [CE 3.665 (4.182)] [KD 3.048 (3.202)] 2024-10-17 10:42:49,528 - Train: 47.92% [599500/1251000] [479.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001612] [CE 4.374 (4.175)] [KD 3.315 (3.260)] 2024-10-17 10:43:02,235 - Train: 47.93% [599550/1251000] [479.3/1000.0] [batch_t 0.308 (0.254)] [data_t 0.009] [optim_t 0.299] [lr 0.001612] [CE 4.117 (4.230)] [KD 3.359 (3.269)] 2024-10-17 10:43:15,093 - Train: 47.93% [599600/1251000] [479.3/1000.0] [batch_t 0.254 (0.257)] [data_t 0.009] [optim_t 0.245] [lr 0.001612] [CE 4.557 (4.197)] [KD 3.463 (3.246)] 2024-10-17 10:43:27,862 - Train: 47.93% [599650/1251000] [479.3/1000.0] [batch_t 0.274 (0.255)] [data_t 0.009] [optim_t 0.265] [lr 0.001611] [CE 3.986 (4.196)] [KD 3.097 (3.248)] 2024-10-17 10:43:40,499 - Train: 47.94% [599700/1251000] [479.4/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001611] [CE 4.820 (4.239)] [KD 3.584 (3.316)] 2024-10-17 10:43:52,844 - Train: 47.94% [599750/1251000] [479.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001611] [CE 4.249 (4.214)] [KD 3.263 (3.255)] 2024-10-17 10:44:05,138 - Train: 47.95% [599800/1251000] [479.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001611] [CE 4.569 (4.184)] [KD 3.328 (3.223)] 2024-10-17 10:44:17,076 - Train: 47.95% [599850/1251000] [479.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001611] [CE 3.838 (4.193)] [KD 3.030 (3.221)] 2024-10-17 10:44:29,817 - Train: 47.95% [599900/1251000] [479.5/1000.0] [batch_t 0.259 (0.255)] [data_t 0.009] [optim_t 0.250] [lr 0.001610] [CE 4.154 (4.280)] [KD 3.214 (3.279)] 2024-10-17 10:44:42,811 - Train: 47.96% [599950/1251000] [479.6/1000.0] [batch_t 0.241 (0.260)] [data_t 0.009] [optim_t 0.232] [lr 0.001610] [CE 4.223 (4.166)] [KD 3.285 (3.226)] 2024-10-17 10:44:55,672 - Train: 47.96% [600000/1251000] [479.6/1000.0] [batch_t 0.271 (0.257)] [data_t 0.009] [optim_t 0.262] [lr 0.001610] [CE 4.447 (4.184)] [KD 3.541 (3.263)] 2024-10-17 10:45:08,155 - Train: 47.97% [600050/1251000] [479.7/1000.0] [batch_t 0.245 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.001610] [CE 4.372 (4.209)] [KD 3.413 (3.250)] 2024-10-17 10:45:20,253 - Train: 47.97% [600100/1251000] [479.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001610] [CE 4.207 (4.140)] [KD 3.252 (3.219)] 2024-10-17 10:45:32,330 - Train: 47.97% [600150/1251000] [479.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001609] [CE 4.453 (4.227)] [KD 3.150 (3.217)] 2024-10-17 10:45:45,421 - Train: 47.98% [600200/1251000] [479.8/1000.0] [batch_t 0.290 (0.262)] [data_t 0.009] [optim_t 0.281] [lr 0.001609] [CE 4.283 (4.208)] [KD 3.527 (3.247)] 2024-10-17 10:45:58,633 - Train: 47.98% [600250/1251000] [479.8/1000.0] [batch_t 0.265 (0.264)] [data_t 0.009] [optim_t 0.256] [lr 0.001609] [CE 4.655 (4.297)] [KD 3.369 (3.293)] 2024-10-17 10:46:11,559 - Train: 47.99% [600300/1251000] [479.9/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.001609] [CE 3.920 (4.232)] [KD 3.045 (3.260)] 2024-10-17 10:46:24,620 - Train: 47.99% [600350/1251000] [479.9/1000.0] [batch_t 0.242 (0.261)] [data_t 0.009] [optim_t 0.233] [lr 0.001609] [CE 4.339 (4.271)] [KD 3.305 (3.244)] 2024-10-17 10:46:37,147 - Train: 47.99% [600400/1251000] [479.9/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.001609] [CE 3.989 (4.180)] [KD 3.099 (3.204)] 2024-10-17 10:46:49,140 - Train: 48.00% [600450/1251000] [480.0/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001608] [CE 4.229 (4.168)] [KD 3.373 (3.223)] 2024-10-17 10:47:10,405 - Test (net): 100.00% [50/50] [batch_t 0.166 (0.275)] [top1_cnt 38267] [top5_cnt 46778] [top_all 50000] 2024-10-17 10:47:10,406 - net: 76.534 (93.556) 2024-10-17 10:47:24,057 - Test (net_E): 100.00% [50/50] [batch_t 0.105 (0.266)] [top1_cnt 40089] [top5_cnt 47540] [top_all 50000] 2024-10-17 10:47:24,058 - net_E: 80.178 (95.080) 2024-10-17 10:47:24,197 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.178 (epoch: 480)] 2024-10-17 10:47:24,197 - ==> Total time: 1 day, 19:34:04 Eta: 1 day, 23:11:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:47:36,104 - Train: 48.00% [600500/1251000] [480.0/1000.0] [batch_t 0.235 (0.303)] [data_t 0.009] [optim_t 0.227] [lr 0.001608] [CE 3.754 (4.204)] [KD 3.159 (3.209)] 2024-10-17 10:47:48,731 - Train: 48.01% [600550/1251000] [480.1/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001608] [CE 4.084 (4.207)] [KD 3.082 (3.224)] 2024-10-17 10:48:01,272 - Train: 48.01% [600600/1251000] [480.1/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001608] [CE 4.196 (4.171)] [KD 3.331 (3.139)] 2024-10-17 10:48:13,210 - Train: 48.01% [600650/1251000] [480.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001608] [CE 4.431 (4.179)] [KD 3.114 (3.192)] 2024-10-17 10:48:26,718 - Train: 48.02% [600700/1251000] [480.2/1000.0] [batch_t 0.270 (0.270)] [data_t 0.009] [optim_t 0.261] [lr 0.001607] [CE 4.100 (4.185)] [KD 3.277 (3.218)] 2024-10-17 10:48:40,063 - Train: 48.02% [600750/1251000] [480.2/1000.0] [batch_t 0.239 (0.267)] [data_t 0.009] [optim_t 0.230] [lr 0.001607] [CE 4.149 (4.220)] [KD 3.195 (3.246)] 2024-10-17 10:48:53,619 - Train: 48.03% [600800/1251000] [480.3/1000.0] [batch_t 0.254 (0.271)] [data_t 0.009] [optim_t 0.245] [lr 0.001607] [CE 4.113 (4.088)] [KD 3.276 (3.160)] 2024-10-17 10:49:07,414 - Train: 48.03% [600850/1251000] [480.3/1000.0] [batch_t 0.241 (0.276)] [data_t 0.009] [optim_t 0.232] [lr 0.001607] [CE 4.011 (4.257)] [KD 3.262 (3.221)] 2024-10-17 10:49:19,679 - Train: 48.03% [600900/1251000] [480.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001607] [CE 4.051 (4.189)] [KD 3.283 (3.261)] 2024-10-17 10:49:32,005 - Train: 48.04% [600950/1251000] [480.4/1000.0] [batch_t 0.259 (0.246)] [data_t 0.009] [optim_t 0.250] [lr 0.001606] [CE 4.028 (4.248)] [KD 3.193 (3.265)] 2024-10-17 10:49:45,513 - Train: 48.04% [601000/1251000] [480.4/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.001606] [CE 4.536 (4.197)] [KD 3.399 (3.226)] 2024-10-17 10:49:59,056 - Train: 48.05% [601050/1251000] [480.5/1000.0] [batch_t 0.286 (0.271)] [data_t 0.009] [optim_t 0.277] [lr 0.001606] [CE 4.060 (4.203)] [KD 3.116 (3.241)] 2024-10-17 10:50:12,885 - Train: 48.05% [601100/1251000] [480.5/1000.0] [batch_t 0.297 (0.276)] [data_t 0.009] [optim_t 0.288] [lr 0.001606] [CE 4.074 (4.188)] [KD 3.319 (3.246)] 2024-10-17 10:50:26,434 - Train: 48.05% [601150/1251000] [480.5/1000.0] [batch_t 0.239 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.001606] [CE 4.676 (4.219)] [KD 3.518 (3.256)] 2024-10-17 10:50:39,316 - Train: 48.06% [601200/1251000] [480.6/1000.0] [batch_t 0.241 (0.257)] [data_t 0.009] [optim_t 0.232] [lr 0.001606] [CE 3.659 (4.198)] [KD 2.834 (3.247)] 2024-10-17 10:50:51,524 - Train: 48.06% [601250/1251000] [480.6/1000.0] [batch_t 0.290 (0.244)] [data_t 0.009] [optim_t 0.281] [lr 0.001605] [CE 4.093 (4.209)] [KD 3.160 (3.293)] 2024-10-17 10:51:04,904 - Train: 48.07% [601300/1251000] [480.7/1000.0] [batch_t 0.260 (0.267)] [data_t 0.009] [optim_t 0.251] [lr 0.001605] [CE 3.881 (4.287)] [KD 3.153 (3.279)] 2024-10-17 10:51:18,347 - Train: 48.07% [601350/1251000] [480.7/1000.0] [batch_t 0.263 (0.269)] [data_t 0.009] [optim_t 0.254] [lr 0.001605] [CE 4.013 (4.205)] [KD 3.216 (3.182)] 2024-10-17 10:51:31,841 - Train: 48.07% [601400/1251000] [480.7/1000.0] [batch_t 0.390 (0.270)] [data_t 0.009] [optim_t 0.381] [lr 0.001605] [CE 4.050 (4.230)] [KD 3.200 (3.236)] 2024-10-17 10:51:45,325 - Train: 48.08% [601450/1251000] [480.8/1000.0] [batch_t 0.273 (0.270)] [data_t 0.009] [optim_t 0.264] [lr 0.001605] [CE 4.217 (4.146)] [KD 3.200 (3.210)] 2024-10-17 10:51:58,046 - Train: 48.08% [601500/1251000] [480.8/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001604] [CE 4.507 (4.225)] [KD 3.512 (3.247)] 2024-10-17 10:52:10,207 - Train: 48.09% [601550/1251000] [480.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001604] [CE 4.193 (4.284)] [KD 3.222 (3.301)] 2024-10-17 10:52:23,423 - Train: 48.09% [601600/1251000] [480.9/1000.0] [batch_t 0.240 (0.264)] [data_t 0.009] [optim_t 0.231] [lr 0.001604] [CE 4.004 (4.270)] [KD 3.265 (3.276)] 2024-10-17 10:52:36,916 - Train: 48.09% [601650/1251000] [480.9/1000.0] [batch_t 0.242 (0.270)] [data_t 0.009] [optim_t 0.233] [lr 0.001604] [CE 4.149 (4.141)] [KD 3.136 (3.240)] 2024-10-17 10:52:50,401 - Train: 48.10% [601700/1251000] [481.0/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.001604] [CE 4.170 (4.269)] [KD 3.115 (3.223)] 2024-10-17 10:53:11,981 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.267)] [top1_cnt 38166] [top5_cnt 46649] [top_all 50000] 2024-10-17 10:53:11,982 - net: 76.332 (93.298) 2024-10-17 10:53:24,345 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40065] [top5_cnt 47552] [top_all 50000] 2024-10-17 10:53:24,346 - net_E: 80.130 (95.104) 2024-10-17 10:53:24,518 - Max [top1: 76.576 (epoch: 470)] [top1-ema: 80.178 (epoch: 480)] 2024-10-17 10:53:24,519 - ==> Total time: 1 day, 19:40:05 Eta: 1 day, 23:07:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:53:32,869 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.236 (0.362)] [data_t 0.009] [optim_t 0.227] [lr 0.001604] [CE 4.086 (4.207)] [KD 3.161 (3.166)] 2024-10-17 10:53:45,503 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.001603] [CE 4.112 (4.216)] [KD 2.979 (3.151)] 2024-10-17 10:53:58,595 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.290 (0.262)] [data_t 0.009] [optim_t 0.281] [lr 0.001603] [CE 3.886 (4.209)] [KD 3.069 (3.198)] 2024-10-17 10:54:12,318 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.264 (0.274)] [data_t 0.009] [optim_t 0.255] [lr 0.001603] [CE 4.044 (4.272)] [KD 3.125 (3.239)] 2024-10-17 10:54:25,817 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.001603] [CE 4.658 (4.207)] [KD 3.328 (3.208)] 2024-10-17 10:54:38,460 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001603] [CE 4.200 (4.231)] [KD 3.307 (3.211)] 2024-10-17 10:54:50,822 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001602] [CE 4.077 (4.177)] [KD 3.159 (3.175)] 2024-10-17 10:55:03,834 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.233 (0.260)] [data_t 0.009] [optim_t 0.224] [lr 0.001602] [CE 4.295 (4.085)] [KD 3.206 (3.138)] 2024-10-17 10:55:17,500 - Train: 48.13% [602150/1251000] [481.3/1000.0] [batch_t 0.266 (0.273)] [data_t 0.009] [optim_t 0.258] [lr 0.001602] [CE 4.332 (4.238)] [KD 3.262 (3.305)] 2024-10-17 10:55:30,870 - Train: 48.14% [602200/1251000] [481.4/1000.0] [batch_t 0.265 (0.267)] [data_t 0.009] [optim_t 0.256] [lr 0.001602] [CE 4.066 (4.183)] [KD 2.962 (3.288)] 2024-10-17 10:55:44,300 - Train: 48.14% [602250/1251000] [481.4/1000.0] [batch_t 0.295 (0.268)] [data_t 0.009] [optim_t 0.286] [lr 0.001602] [CE 5.065 (4.287)] [KD 3.527 (3.282)] 2024-10-17 10:55:57,026 - Train: 48.15% [602300/1251000] [481.5/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.001601] [CE 4.156 (4.233)] [KD 3.204 (3.249)] 2024-10-17 10:56:09,066 - Train: 48.15% [602350/1251000] [481.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001601] [CE 4.004 (4.123)] [KD 2.903 (3.197)] 2024-10-17 10:56:21,837 - Train: 48.15% [602400/1251000] [481.5/1000.0] [batch_t 0.277 (0.255)] [data_t 0.009] [optim_t 0.268] [lr 0.001601] [CE 3.622 (4.201)] [KD 3.071 (3.279)] 2024-10-17 10:56:35,165 - Train: 48.16% [602450/1251000] [481.6/1000.0] [batch_t 0.295 (0.266)] [data_t 0.009] [optim_t 0.286] [lr 0.001601] [CE 4.670 (4.228)] [KD 3.458 (3.219)] 2024-10-17 10:56:48,644 - Train: 48.16% [602500/1251000] [481.6/1000.0] [batch_t 0.273 (0.269)] [data_t 0.009] [optim_t 0.264] [lr 0.001601] [CE 4.482 (4.187)] [KD 3.273 (3.174)] 2024-10-17 10:57:02,410 - Train: 48.17% [602550/1251000] [481.7/1000.0] [batch_t 0.235 (0.275)] [data_t 0.009] [optim_t 0.226] [lr 0.001601] [CE 4.250 (4.271)] [KD 3.270 (3.277)] 2024-10-17 10:57:15,444 - Train: 48.17% [602600/1251000] [481.7/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.001600] [CE 4.096 (4.218)] [KD 3.224 (3.221)] 2024-10-17 10:57:27,550 - Train: 48.17% [602650/1251000] [481.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001600] [CE 4.243 (4.213)] [KD 3.111 (3.210)] 2024-10-17 10:57:40,287 - Train: 48.18% [602700/1251000] [481.8/1000.0] [batch_t 0.302 (0.255)] [data_t 0.009] [optim_t 0.293] [lr 0.001600] [CE 4.528 (4.150)] [KD 3.388 (3.205)] 2024-10-17 10:57:53,648 - Train: 48.18% [602750/1251000] [481.8/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.001600] [CE 4.518 (4.217)] [KD 3.478 (3.227)] 2024-10-17 10:58:07,112 - Train: 48.19% [602800/1251000] [481.9/1000.0] [batch_t 0.297 (0.269)] [data_t 0.009] [optim_t 0.287] [lr 0.001600] [CE 4.723 (4.204)] [KD 3.358 (3.219)] 2024-10-17 10:58:20,629 - Train: 48.19% [602850/1251000] [481.9/1000.0] [batch_t 0.276 (0.270)] [data_t 0.009] [optim_t 0.267] [lr 0.001599] [CE 3.639 (4.164)] [KD 2.949 (3.215)] 2024-10-17 10:58:34,267 - Train: 48.19% [602900/1251000] [481.9/1000.0] [batch_t 0.233 (0.273)] [data_t 0.009] [optim_t 0.224] [lr 0.001599] [CE 4.033 (4.215)] [KD 3.299 (3.271)] 2024-10-17 10:58:46,248 - Train: 48.20% [602950/1251000] [482.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001599] [CE 4.447 (4.213)] [KD 3.124 (3.279)] 2024-10-17 10:59:07,867 - Test (net): 100.00% [50/50] [batch_t 0.093 (0.273)] [top1_cnt 38364] [top5_cnt 46790] [top_all 50000] 2024-10-17 10:59:07,867 - net: 76.728 (93.580) 2024-10-17 10:59:21,540 - Test (net_E): 100.00% [50/50] [batch_t 0.112 (0.267)] [top1_cnt 40092] [top5_cnt 47543] [top_all 50000] 2024-10-17 10:59:21,540 - net_E: 80.184 (95.086) 2024-10-17 10:59:21,686 - Max [top1: 76.728 (epoch: 482)] [top1-ema: 80.184 (epoch: 482)] 2024-10-17 10:59:21,686 - ==> Total time: 1 day, 19:46:02 Eta: 1 day, 23:02:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 10:59:33,028 - Train: 48.20% [603000/1251000] [482.0/1000.0] [batch_t 0.237 (0.307)] [data_t 0.009] [optim_t 0.228] [lr 0.001599] [CE 3.923 (4.133)] [KD 3.066 (3.154)] 2024-10-17 10:59:45,791 - Train: 48.21% [603050/1251000] [482.1/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001599] [CE 4.287 (4.214)] [KD 3.199 (3.188)] 2024-10-17 10:59:58,117 - Train: 48.21% [603100/1251000] [482.1/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001598] [CE 3.671 (4.153)] [KD 3.091 (3.180)] 2024-10-17 11:00:10,200 - Train: 48.21% [603150/1251000] [482.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001598] [CE 4.366 (4.217)] [KD 3.126 (3.213)] 2024-10-17 11:00:23,006 - Train: 48.22% [603200/1251000] [482.2/1000.0] [batch_t 0.248 (0.256)] [data_t 0.009] [optim_t 0.239] [lr 0.001598] [CE 4.443 (4.199)] [KD 3.315 (3.228)] 2024-10-17 11:00:36,437 - Train: 48.22% [603250/1251000] [482.2/1000.0] [batch_t 0.262 (0.269)] [data_t 0.009] [optim_t 0.254] [lr 0.001598] [CE 4.594 (4.154)] [KD 3.486 (3.174)] 2024-10-17 11:00:49,909 - Train: 48.23% [603300/1251000] [482.3/1000.0] [batch_t 0.231 (0.269)] [data_t 0.009] [optim_t 0.222] [lr 0.001598] [CE 4.315 (4.220)] [KD 3.350 (3.237)] 2024-10-17 11:01:03,381 - Train: 48.23% [603350/1251000] [482.3/1000.0] [batch_t 0.268 (0.269)] [data_t 0.009] [optim_t 0.259] [lr 0.001598] [CE 5.119 (4.244)] [KD 3.858 (3.207)] 2024-10-17 11:01:17,014 - Train: 48.23% [603400/1251000] [482.3/1000.0] [batch_t 0.273 (0.273)] [data_t 0.009] [optim_t 0.264] [lr 0.001597] [CE 4.413 (4.203)] [KD 3.214 (3.195)] 2024-10-17 11:01:29,241 - Train: 48.24% [603450/1251000] [482.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001597] [CE 4.320 (4.214)] [KD 3.340 (3.256)] 2024-10-17 11:01:41,909 - Train: 48.24% [603500/1251000] [482.4/1000.0] [batch_t 0.304 (0.253)] [data_t 0.009] [optim_t 0.295] [lr 0.001597] [CE 4.258 (4.174)] [KD 3.099 (3.231)] 2024-10-17 11:01:55,364 - Train: 48.25% [603550/1251000] [482.5/1000.0] [batch_t 0.237 (0.269)] [data_t 0.009] [optim_t 0.228] [lr 0.001597] [CE 3.992 (4.183)] [KD 3.109 (3.245)] 2024-10-17 11:02:08,920 - Train: 48.25% [603600/1251000] [482.5/1000.0] [batch_t 0.287 (0.271)] [data_t 0.009] [optim_t 0.279] [lr 0.001597] [CE 3.892 (4.182)] [KD 2.933 (3.252)] 2024-10-17 11:02:22,910 - Train: 48.25% [603650/1251000] [482.5/1000.0] [batch_t 0.249 (0.280)] [data_t 0.009] [optim_t 0.241] [lr 0.001596] [CE 4.470 (4.206)] [KD 3.274 (3.236)] 2024-10-17 11:02:36,785 - Train: 48.26% [603700/1251000] [482.6/1000.0] [batch_t 0.235 (0.277)] [data_t 0.009] [optim_t 0.227] [lr 0.001596] [CE 4.457 (4.096)] [KD 3.322 (3.182)] 2024-10-17 11:02:49,260 - Train: 48.26% [603750/1251000] [482.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001596] [CE 4.426 (4.222)] [KD 3.437 (3.245)] 2024-10-17 11:03:01,944 - Train: 48.27% [603800/1251000] [482.7/1000.0] [batch_t 0.270 (0.254)] [data_t 0.009] [optim_t 0.261] [lr 0.001596] [CE 4.060 (4.238)] [KD 3.258 (3.251)] 2024-10-17 11:03:15,595 - Train: 48.27% [603850/1251000] [482.7/1000.0] [batch_t 0.272 (0.273)] [data_t 0.009] [optim_t 0.263] [lr 0.001596] [CE 4.132 (4.152)] [KD 3.315 (3.211)] 2024-10-17 11:03:29,039 - Train: 48.27% [603900/1251000] [482.7/1000.0] [batch_t 0.261 (0.269)] [data_t 0.009] [optim_t 0.252] [lr 0.001596] [CE 3.936 (4.199)] [KD 3.136 (3.220)] 2024-10-17 11:03:42,101 - Train: 48.28% [603950/1251000] [482.8/1000.0] [batch_t 0.241 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.001595] [CE 4.151 (4.207)] [KD 3.419 (3.244)] 2024-10-17 11:03:54,280 - Train: 48.28% [604000/1251000] [482.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001595] [CE 4.024 (4.154)] [KD 3.209 (3.178)] 2024-10-17 11:04:06,642 - Train: 48.29% [604050/1251000] [482.9/1000.0] [batch_t 0.360 (0.247)] [data_t 0.009] [optim_t 0.351] [lr 0.001595] [CE 4.340 (4.271)] [KD 3.360 (3.219)] 2024-10-17 11:04:18,558 - Train: 48.29% [604100/1251000] [482.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001595] [CE 4.054 (4.175)] [KD 2.927 (3.155)] 2024-10-17 11:04:30,847 - Train: 48.29% [604150/1251000] [482.9/1000.0] [batch_t 0.306 (0.246)] [data_t 0.009] [optim_t 0.298] [lr 0.001595] [CE 4.642 (4.210)] [KD 3.469 (3.199)] 2024-10-17 11:04:43,468 - Train: 48.30% [604200/1251000] [483.0/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001594] [CE 4.381 (4.129)] [KD 3.258 (3.177)] 2024-10-17 11:05:04,161 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 38344] [top5_cnt 46824] [top_all 50000] 2024-10-17 11:05:04,161 - net: 76.688 (93.648) 2024-10-17 11:05:17,076 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 40062] [top5_cnt 47536] [top_all 50000] 2024-10-17 11:05:17,076 - net_E: 80.124 (95.072) 2024-10-17 11:05:17,223 - Max [top1: 76.728 (epoch: 482)] [top1-ema: 80.184 (epoch: 482)] 2024-10-17 11:05:17,223 - ==> Total time: 1 day, 19:51:57 Eta: 1 day, 22:57:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:05:25,113 - Train: 48.30% [604250/1251000] [483.0/1000.0] [batch_t 0.240 (0.389)] [data_t 0.009] [optim_t 0.232] [lr 0.001594] [CE 3.825 (4.266)] [KD 3.009 (3.181)] 2024-10-17 11:05:37,359 - Train: 48.31% [604300/1251000] [483.1/1000.0] [batch_t 0.422 (0.245)] [data_t 0.009] [optim_t 0.414] [lr 0.001594] [CE 4.229 (4.229)] [KD 3.356 (3.207)] 2024-10-17 11:05:49,741 - Train: 48.31% [604350/1251000] [483.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001594] [CE 3.733 (4.206)] [KD 2.933 (3.254)] 2024-10-17 11:06:02,289 - Train: 48.31% [604400/1251000] [483.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001594] [CE 4.499 (4.271)] [KD 3.179 (3.233)] 2024-10-17 11:06:14,235 - Train: 48.32% [604450/1251000] [483.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001593] [CE 4.177 (4.158)] [KD 3.065 (3.167)] 2024-10-17 11:06:26,147 - Train: 48.32% [604500/1251000] [483.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001593] [CE 4.575 (4.221)] [KD 3.428 (3.232)] 2024-10-17 11:06:38,281 - Train: 48.33% [604550/1251000] [483.3/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001593] [CE 4.510 (4.170)] [KD 3.145 (3.187)] 2024-10-17 11:06:50,540 - Train: 48.33% [604600/1251000] [483.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001593] [CE 4.048 (4.224)] [KD 3.174 (3.271)] 2024-10-17 11:07:02,684 - Train: 48.33% [604650/1251000] [483.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001593] [CE 4.052 (4.272)] [KD 3.200 (3.242)] 2024-10-17 11:07:15,088 - Train: 48.34% [604700/1251000] [483.4/1000.0] [batch_t 0.424 (0.248)] [data_t 0.009] [optim_t 0.415] [lr 0.001593] [CE 4.487 (4.234)] [KD 3.192 (3.170)] 2024-10-17 11:07:27,361 - Train: 48.34% [604750/1251000] [483.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001592] [CE 3.923 (4.227)] [KD 3.095 (3.197)] 2024-10-17 11:07:39,491 - Train: 48.35% [604800/1251000] [483.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001592] [CE 4.575 (4.218)] [KD 3.517 (3.202)] 2024-10-17 11:07:51,623 - Train: 48.35% [604850/1251000] [483.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001592] [CE 4.080 (4.167)] [KD 3.004 (3.199)] 2024-10-17 11:08:04,052 - Train: 48.35% [604900/1251000] [483.5/1000.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.248] [lr 0.001592] [CE 3.795 (4.159)] [KD 3.044 (3.232)] 2024-10-17 11:08:16,512 - Train: 48.36% [604950/1251000] [483.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001592] [CE 4.057 (4.206)] [KD 3.359 (3.289)] 2024-10-17 11:08:28,690 - Train: 48.36% [605000/1251000] [483.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001591] [CE 3.637 (4.304)] [KD 2.985 (3.315)] 2024-10-17 11:08:40,945 - Train: 48.37% [605050/1251000] [483.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001591] [CE 4.318 (4.188)] [KD 3.351 (3.231)] 2024-10-17 11:08:52,978 - Train: 48.37% [605100/1251000] [483.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001591] [CE 4.518 (4.221)] [KD 3.567 (3.183)] 2024-10-17 11:09:05,276 - Train: 48.37% [605150/1251000] [483.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001591] [CE 4.741 (4.266)] [KD 3.490 (3.273)] 2024-10-17 11:09:17,495 - Train: 48.38% [605200/1251000] [483.8/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001591] [CE 4.418 (4.119)] [KD 3.307 (3.185)] 2024-10-17 11:09:29,663 - Train: 48.38% [605250/1251000] [483.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001590] [CE 3.858 (4.219)] [KD 3.120 (3.250)] 2024-10-17 11:09:42,009 - Train: 48.39% [605300/1251000] [483.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001590] [CE 4.247 (4.183)] [KD 3.078 (3.160)] 2024-10-17 11:09:54,624 - Train: 48.39% [605350/1251000] [483.9/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001590] [CE 4.196 (4.180)] [KD 3.219 (3.157)] 2024-10-17 11:10:06,912 - Train: 48.39% [605400/1251000] [483.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001590] [CE 4.296 (4.250)] [KD 3.362 (3.270)] 2024-10-17 11:10:18,839 - Train: 48.40% [605450/1251000] [484.0/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001590] [CE 3.750 (4.232)] [KD 3.148 (3.256)] 2024-10-17 11:10:39,275 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38043] [top5_cnt 46584] [top_all 50000] 2024-10-17 11:10:39,276 - net: 76.086 (93.168) 2024-10-17 11:10:51,682 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40073] [top5_cnt 47542] [top_all 50000] 2024-10-17 11:10:51,682 - net_E: 80.146 (95.084) 2024-10-17 11:10:51,809 - Max [top1: 76.728 (epoch: 482)] [top1-ema: 80.184 (epoch: 482)] 2024-10-17 11:10:51,810 - ==> Total time: 1 day, 19:57:32 Eta: 1 day, 22:51:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:10:59,619 - Train: 48.40% [605500/1251000] [484.0/1000.0] [batch_t 0.235 (0.414)] [data_t 0.009] [optim_t 0.226] [lr 0.001590] [CE 4.044 (4.237)] [KD 3.265 (3.247)] 2024-10-17 11:11:12,143 - Train: 48.41% [605550/1251000] [484.1/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.001589] [CE 4.247 (4.205)] [KD 3.275 (3.220)] 2024-10-17 11:11:24,429 - Train: 48.41% [605600/1251000] [484.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001589] [CE 4.125 (4.206)] [KD 3.257 (3.188)] 2024-10-17 11:11:36,349 - Train: 48.41% [605650/1251000] [484.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001589] [CE 4.418 (4.265)] [KD 3.216 (3.239)] 2024-10-17 11:11:48,221 - Train: 48.42% [605700/1251000] [484.2/1000.0] [batch_t 0.281 (0.237)] [data_t 0.009] [optim_t 0.272] [lr 0.001589] [CE 4.343 (4.217)] [KD 3.369 (3.220)] 2024-10-17 11:12:00,786 - Train: 48.42% [605750/1251000] [484.2/1000.0] [batch_t 0.388 (0.251)] [data_t 0.009] [optim_t 0.380] [lr 0.001589] [CE 4.045 (4.138)] [KD 3.113 (3.120)] 2024-10-17 11:12:12,769 - Train: 48.43% [605800/1251000] [484.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001588] [CE 4.461 (4.181)] [KD 3.193 (3.187)] 2024-10-17 11:12:24,967 - Train: 48.43% [605850/1251000] [484.3/1000.0] [batch_t 0.344 (0.244)] [data_t 0.009] [optim_t 0.335] [lr 0.001588] [CE 3.619 (4.178)] [KD 2.732 (3.205)] 2024-10-17 11:12:36,948 - Train: 48.43% [605900/1251000] [484.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001588] [CE 3.478 (4.156)] [KD 2.825 (3.206)] 2024-10-17 11:12:49,183 - Train: 48.44% [605950/1251000] [484.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001588] [CE 4.739 (4.218)] [KD 3.667 (3.168)] 2024-10-17 11:13:01,284 - Train: 48.44% [606000/1251000] [484.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001588] [CE 4.183 (4.206)] [KD 3.282 (3.205)] 2024-10-17 11:13:13,237 - Train: 48.45% [606050/1251000] [484.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001588] [CE 4.755 (4.173)] [KD 3.712 (3.222)] 2024-10-17 11:13:25,493 - Train: 48.45% [606100/1251000] [484.5/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.001587] [CE 4.004 (4.179)] [KD 3.191 (3.219)] 2024-10-17 11:13:37,937 - Train: 48.45% [606150/1251000] [484.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001587] [CE 4.216 (4.210)] [KD 3.279 (3.208)] 2024-10-17 11:13:50,342 - Train: 48.46% [606200/1251000] [484.6/1000.0] [batch_t 0.379 (0.248)] [data_t 0.009] [optim_t 0.370] [lr 0.001587] [CE 4.271 (4.180)] [KD 3.253 (3.199)] 2024-10-17 11:14:02,511 - Train: 48.46% [606250/1251000] [484.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001587] [CE 4.439 (4.148)] [KD 3.493 (3.242)] 2024-10-17 11:14:14,247 - Train: 48.47% [606300/1251000] [484.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001587] [CE 4.073 (4.255)] [KD 3.169 (3.255)] 2024-10-17 11:14:26,812 - Train: 48.47% [606350/1251000] [484.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001586] [CE 4.022 (4.178)] [KD 3.112 (3.208)] 2024-10-17 11:14:38,839 - Train: 48.47% [606400/1251000] [484.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001586] [CE 4.477 (4.240)] [KD 3.277 (3.233)] 2024-10-17 11:14:50,957 - Train: 48.48% [606450/1251000] [484.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001586] [CE 3.970 (4.204)] [KD 3.039 (3.204)] 2024-10-17 11:15:02,816 - Train: 48.48% [606500/1251000] [484.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001586] [CE 4.045 (4.248)] [KD 3.135 (3.263)] 2024-10-17 11:15:15,105 - Train: 48.49% [606550/1251000] [484.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001586] [CE 3.980 (4.248)] [KD 3.135 (3.304)] 2024-10-17 11:15:27,161 - Train: 48.49% [606600/1251000] [484.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001585] [CE 4.459 (4.233)] [KD 3.294 (3.246)] 2024-10-17 11:15:39,210 - Train: 48.49% [606650/1251000] [484.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001585] [CE 4.561 (4.198)] [KD 3.448 (3.245)] 2024-10-17 11:15:51,617 - Train: 48.50% [606700/1251000] [485.0/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.254] [lr 0.001585] [CE 4.396 (4.160)] [KD 3.273 (3.239)] 2024-10-17 11:16:12,544 - Test (net): 100.00% [50/50] [batch_t 0.073 (0.246)] [top1_cnt 38299] [top5_cnt 46777] [top_all 50000] 2024-10-17 11:16:12,544 - net: 76.598 (93.554) 2024-10-17 11:16:24,822 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40078] [top5_cnt 47549] [top_all 50000] 2024-10-17 11:16:24,823 - net_E: 80.156 (95.098) 2024-10-17 11:16:24,969 - Max [top1: 76.728 (epoch: 482)] [top1-ema: 80.184 (epoch: 482)] 2024-10-17 11:16:24,969 - ==> Total time: 1 day, 20:03:05 Eta: 1 day, 22:46:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:16:33,072 - Train: 48.50% [606750/1251000] [485.0/1000.0] [batch_t 0.234 (0.432)] [data_t 0.009] [optim_t 0.225] [lr 0.001585] [CE 3.985 (4.203)] [KD 3.044 (3.205)] 2024-10-17 11:16:45,414 - Train: 48.51% [606800/1251000] [485.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001585] [CE 4.365 (4.210)] [KD 3.486 (3.200)] 2024-10-17 11:16:57,467 - Train: 48.51% [606850/1251000] [485.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001585] [CE 4.341 (4.217)] [KD 3.221 (3.188)] 2024-10-17 11:17:09,427 - Train: 48.51% [606900/1251000] [485.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001584] [CE 4.381 (4.237)] [KD 3.236 (3.228)] 2024-10-17 11:17:21,247 - Train: 48.52% [606950/1251000] [485.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001584] [CE 4.685 (4.177)] [KD 3.512 (3.224)] 2024-10-17 11:17:33,852 - Train: 48.52% [607000/1251000] [485.2/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001584] [CE 4.505 (4.176)] [KD 3.396 (3.186)] 2024-10-17 11:17:45,896 - Train: 48.53% [607050/1251000] [485.3/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001584] [CE 3.901 (4.170)] [KD 3.122 (3.236)] 2024-10-17 11:17:58,389 - Train: 48.53% [607100/1251000] [485.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001584] [CE 4.678 (4.210)] [KD 3.556 (3.230)] 2024-10-17 11:18:10,677 - Train: 48.53% [607150/1251000] [485.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001583] [CE 3.967 (4.206)] [KD 3.116 (3.202)] 2024-10-17 11:18:22,993 - Train: 48.54% [607200/1251000] [485.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001583] [CE 4.543 (4.236)] [KD 3.316 (3.210)] 2024-10-17 11:18:34,938 - Train: 48.54% [607250/1251000] [485.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001583] [CE 4.377 (4.172)] [KD 3.357 (3.167)] 2024-10-17 11:18:47,189 - Train: 48.55% [607300/1251000] [485.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001583] [CE 4.176 (4.213)] [KD 3.050 (3.216)] 2024-10-17 11:18:59,300 - Train: 48.55% [607350/1251000] [485.5/1000.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.241] [lr 0.001583] [CE 4.631 (4.201)] [KD 3.418 (3.216)] 2024-10-17 11:19:12,007 - Train: 48.55% [607400/1251000] [485.5/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001582] [CE 3.850 (4.188)] [KD 3.059 (3.212)] 2024-10-17 11:19:24,185 - Train: 48.56% [607450/1251000] [485.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001582] [CE 4.171 (4.211)] [KD 3.252 (3.238)] 2024-10-17 11:19:36,318 - Train: 48.56% [607500/1251000] [485.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001582] [CE 3.824 (4.231)] [KD 2.895 (3.235)] 2024-10-17 11:19:48,606 - Train: 48.57% [607550/1251000] [485.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001582] [CE 4.355 (4.189)] [KD 3.317 (3.212)] 2024-10-17 11:20:01,312 - Train: 48.57% [607600/1251000] [485.7/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.001582] [CE 4.473 (4.266)] [KD 3.193 (3.216)] 2024-10-17 11:20:13,760 - Train: 48.57% [607650/1251000] [485.7/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.001582] [CE 4.357 (4.190)] [KD 3.564 (3.197)] 2024-10-17 11:20:26,323 - Train: 48.58% [607700/1251000] [485.8/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001581] [CE 4.460 (4.235)] [KD 3.391 (3.232)] 2024-10-17 11:20:38,866 - Train: 48.58% [607750/1251000] [485.8/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001581] [CE 4.297 (4.127)] [KD 3.246 (3.161)] 2024-10-17 11:20:51,736 - Train: 48.59% [607800/1251000] [485.9/1000.0] [batch_t 0.244 (0.257)] [data_t 0.009] [optim_t 0.235] [lr 0.001581] [CE 4.504 (4.243)] [KD 3.397 (3.210)] 2024-10-17 11:21:04,117 - Train: 48.59% [607850/1251000] [485.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001581] [CE 4.306 (4.192)] [KD 3.600 (3.247)] 2024-10-17 11:21:16,506 - Train: 48.59% [607900/1251000] [485.9/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001581] [CE 4.245 (4.189)] [KD 3.156 (3.220)] 2024-10-17 11:21:28,799 - Train: 48.60% [607950/1251000] [486.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001580] [CE 3.609 (4.276)] [KD 2.879 (3.274)] 2024-10-17 11:21:50,366 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 38451] [top5_cnt 46756] [top_all 50000] 2024-10-17 11:21:50,367 - net: 76.902 (93.512) 2024-10-17 11:22:02,857 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40093] [top5_cnt 47546] [top_all 50000] 2024-10-17 11:22:02,858 - net_E: 80.186 (95.092) 2024-10-17 11:22:02,985 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.186 (epoch: 486)] 2024-10-17 11:22:02,986 - ==> Total time: 1 day, 20:08:43 Eta: 1 day, 22:41:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:22:15,407 - Train: 48.60% [608000/1251000] [486.0/1000.0] [batch_t 0.238 (0.308)] [data_t 0.009] [optim_t 0.229] [lr 0.001580] [CE 4.080 (4.309)] [KD 2.938 (3.228)] 2024-10-17 11:22:27,861 - Train: 48.61% [608050/1251000] [486.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001580] [CE 4.175 (4.248)] [KD 3.308 (3.198)] 2024-10-17 11:22:40,385 - Train: 48.61% [608100/1251000] [486.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001580] [CE 4.197 (4.177)] [KD 3.095 (3.183)] 2024-10-17 11:22:52,457 - Train: 48.61% [608150/1251000] [486.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001580] [CE 3.845 (4.196)] [KD 3.094 (3.153)] 2024-10-17 11:23:04,433 - Train: 48.62% [608200/1251000] [486.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001579] [CE 4.247 (4.212)] [KD 3.318 (3.200)] 2024-10-17 11:23:16,687 - Train: 48.62% [608250/1251000] [486.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001579] [CE 4.245 (4.150)] [KD 3.211 (3.195)] 2024-10-17 11:23:28,878 - Train: 48.63% [608300/1251000] [486.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001579] [CE 4.367 (4.155)] [KD 3.328 (3.172)] 2024-10-17 11:23:40,760 - Train: 48.63% [608350/1251000] [486.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001579] [CE 3.927 (4.221)] [KD 3.027 (3.187)] 2024-10-17 11:23:53,171 - Train: 48.63% [608400/1251000] [486.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001579] [CE 3.807 (4.142)] [KD 3.025 (3.145)] 2024-10-17 11:24:05,473 - Train: 48.64% [608450/1251000] [486.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001579] [CE 4.489 (4.211)] [KD 3.424 (3.175)] 2024-10-17 11:24:18,089 - Train: 48.64% [608500/1251000] [486.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001578] [CE 4.360 (4.240)] [KD 3.391 (3.178)] 2024-10-17 11:24:29,966 - Train: 48.65% [608550/1251000] [486.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001578] [CE 4.583 (4.195)] [KD 3.555 (3.230)] 2024-10-17 11:24:42,080 - Train: 48.65% [608600/1251000] [486.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001578] [CE 4.187 (4.217)] [KD 3.321 (3.242)] 2024-10-17 11:24:54,504 - Train: 48.65% [608650/1251000] [486.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001578] [CE 4.616 (4.300)] [KD 3.386 (3.289)] 2024-10-17 11:25:06,771 - Train: 48.66% [608700/1251000] [486.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001578] [CE 4.285 (4.234)] [KD 3.101 (3.239)] 2024-10-17 11:25:18,727 - Train: 48.66% [608750/1251000] [486.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001577] [CE 4.126 (4.215)] [KD 3.353 (3.185)] 2024-10-17 11:25:31,009 - Train: 48.67% [608800/1251000] [486.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001577] [CE 4.492 (4.137)] [KD 3.326 (3.195)] 2024-10-17 11:25:43,171 - Train: 48.67% [608850/1251000] [486.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001577] [CE 4.404 (4.255)] [KD 3.102 (3.206)] 2024-10-17 11:25:55,816 - Train: 48.67% [608900/1251000] [486.7/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.001577] [CE 3.912 (4.122)] [KD 3.035 (3.159)] 2024-10-17 11:26:07,779 - Train: 48.68% [608950/1251000] [486.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001577] [CE 4.191 (4.238)] [KD 3.146 (3.226)] 2024-10-17 11:26:19,969 - Train: 48.68% [609000/1251000] [486.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001577] [CE 4.362 (4.217)] [KD 3.233 (3.214)] 2024-10-17 11:26:32,435 - Train: 48.69% [609050/1251000] [486.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001576] [CE 4.537 (4.268)] [KD 3.464 (3.266)] 2024-10-17 11:26:44,747 - Train: 48.69% [609100/1251000] [486.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001576] [CE 4.424 (4.226)] [KD 3.648 (3.258)] 2024-10-17 11:26:56,654 - Train: 48.69% [609150/1251000] [486.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001576] [CE 3.956 (4.201)] [KD 3.105 (3.252)] 2024-10-17 11:27:08,938 - Train: 48.70% [609200/1251000] [487.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001576] [CE 4.354 (4.161)] [KD 3.487 (3.216)] 2024-10-17 11:27:30,617 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 38282] [top5_cnt 46709] [top_all 50000] 2024-10-17 11:27:30,618 - net: 76.564 (93.418) 2024-10-17 11:27:42,826 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40085] [top5_cnt 47550] [top_all 50000] 2024-10-17 11:27:42,826 - net_E: 80.170 (95.100) 2024-10-17 11:27:42,950 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.186 (epoch: 486)] 2024-10-17 11:27:42,950 - ==> Total time: 1 day, 20:14:23 Eta: 1 day, 22:36:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:27:50,335 - Train: 48.70% [609250/1251000] [487.0/1000.0] [batch_t 0.234 (0.470)] [data_t 0.009] [optim_t 0.225] [lr 0.001576] [CE 4.093 (4.388)] [KD 2.938 (3.235)] 2024-10-17 11:28:02,280 - Train: 48.71% [609300/1251000] [487.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001575] [CE 4.279 (4.185)] [KD 3.102 (3.195)] 2024-10-17 11:28:14,711 - Train: 48.71% [609350/1251000] [487.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001575] [CE 4.069 (4.254)] [KD 3.191 (3.230)] 2024-10-17 11:28:26,533 - Train: 48.71% [609400/1251000] [487.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001575] [CE 4.334 (4.142)] [KD 3.368 (3.149)] 2024-10-17 11:28:38,635 - Train: 48.72% [609450/1251000] [487.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001575] [CE 3.625 (4.189)] [KD 3.195 (3.202)] 2024-10-17 11:28:50,360 - Train: 48.72% [609500/1251000] [487.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001575] [CE 4.057 (4.189)] [KD 3.207 (3.221)] 2024-10-17 11:29:02,486 - Train: 48.73% [609550/1251000] [487.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001574] [CE 4.298 (4.216)] [KD 3.281 (3.166)] 2024-10-17 11:29:14,396 - Train: 48.73% [609600/1251000] [487.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001574] [CE 3.893 (4.165)] [KD 3.246 (3.205)] 2024-10-17 11:29:26,730 - Train: 48.73% [609650/1251000] [487.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001574] [CE 3.715 (4.198)] [KD 3.072 (3.196)] 2024-10-17 11:29:38,672 - Train: 48.74% [609700/1251000] [487.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001574] [CE 4.366 (4.209)] [KD 3.309 (3.220)] 2024-10-17 11:29:50,705 - Train: 48.74% [609750/1251000] [487.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001574] [CE 4.055 (4.199)] [KD 3.200 (3.203)] 2024-10-17 11:30:02,467 - Train: 48.75% [609800/1251000] [487.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001574] [CE 4.526 (4.129)] [KD 3.513 (3.175)] 2024-10-17 11:30:14,701 - Train: 48.75% [609850/1251000] [487.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001573] [CE 4.475 (4.200)] [KD 3.449 (3.201)] 2024-10-17 11:30:26,622 - Train: 48.75% [609900/1251000] [487.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001573] [CE 3.682 (4.152)] [KD 3.005 (3.167)] 2024-10-17 11:30:38,787 - Train: 48.76% [609950/1251000] [487.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001573] [CE 4.019 (4.169)] [KD 3.221 (3.196)] 2024-10-17 11:30:50,891 - Train: 48.76% [610000/1251000] [487.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001573] [CE 3.749 (4.243)] [KD 3.055 (3.229)] 2024-10-17 11:31:02,995 - Train: 48.76% [610050/1251000] [487.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001573] [CE 3.720 (4.219)] [KD 3.035 (3.198)] 2024-10-17 11:31:14,841 - Train: 48.77% [610100/1251000] [487.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001572] [CE 4.530 (4.243)] [KD 3.180 (3.226)] 2024-10-17 11:31:27,000 - Train: 48.77% [610150/1251000] [487.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001572] [CE 3.950 (4.240)] [KD 3.315 (3.249)] 2024-10-17 11:31:38,717 - Train: 48.78% [610200/1251000] [487.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001572] [CE 4.518 (4.283)] [KD 3.491 (3.235)] 2024-10-17 11:31:50,846 - Train: 48.78% [610250/1251000] [487.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001572] [CE 4.076 (4.115)] [KD 3.132 (3.164)] 2024-10-17 11:32:02,907 - Train: 48.78% [610300/1251000] [487.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001572] [CE 4.187 (4.120)] [KD 3.413 (3.196)] 2024-10-17 11:32:15,280 - Train: 48.79% [610350/1251000] [487.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001571] [CE 4.637 (4.268)] [KD 3.372 (3.234)] 2024-10-17 11:32:27,043 - Train: 48.79% [610400/1251000] [487.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001571] [CE 4.349 (4.148)] [KD 3.338 (3.156)] 2024-10-17 11:32:39,168 - Train: 48.80% [610450/1251000] [488.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001571] [CE 4.091 (4.133)] [KD 3.166 (3.122)] 2024-10-17 11:33:00,180 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 38335] [top5_cnt 46699] [top_all 50000] 2024-10-17 11:33:00,180 - net: 76.670 (93.398) 2024-10-17 11:33:12,755 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40097] [top5_cnt 47538] [top_all 50000] 2024-10-17 11:33:12,756 - net_E: 80.194 (95.076) 2024-10-17 11:33:12,889 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.194 (epoch: 488)] 2024-10-17 11:33:12,890 - ==> Total time: 1 day, 20:19:53 Eta: 1 day, 22:30:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:33:21,719 - Train: 48.80% [610500/1251000] [488.0/1000.0] [batch_t 0.238 (0.348)] [data_t 0.009] [optim_t 0.229] [lr 0.001571] [CE 4.224 (4.347)] [KD 3.234 (3.216)] 2024-10-17 11:33:34,212 - Train: 48.80% [610550/1251000] [488.0/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001571] [CE 4.708 (4.121)] [KD 3.534 (3.181)] 2024-10-17 11:33:46,658 - Train: 48.81% [610600/1251000] [488.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001571] [CE 4.097 (4.236)] [KD 3.289 (3.233)] 2024-10-17 11:33:58,966 - Train: 48.81% [610650/1251000] [488.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001570] [CE 4.115 (4.140)] [KD 3.157 (3.183)] 2024-10-17 11:34:10,905 - Train: 48.82% [610700/1251000] [488.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001570] [CE 4.328 (4.133)] [KD 3.050 (3.149)] 2024-10-17 11:34:23,096 - Train: 48.82% [610750/1251000] [488.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001570] [CE 3.917 (4.172)] [KD 3.072 (3.167)] 2024-10-17 11:34:35,238 - Train: 48.82% [610800/1251000] [488.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001570] [CE 4.421 (4.201)] [KD 3.422 (3.200)] 2024-10-17 11:34:47,574 - Train: 48.83% [610850/1251000] [488.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001570] [CE 4.339 (4.243)] [KD 3.103 (3.252)] 2024-10-17 11:34:59,799 - Train: 48.83% [610900/1251000] [488.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001569] [CE 3.982 (4.188)] [KD 2.878 (3.183)] 2024-10-17 11:35:11,862 - Train: 48.84% [610950/1251000] [488.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001569] [CE 3.978 (4.209)] [KD 3.256 (3.225)] 2024-10-17 11:35:23,815 - Train: 48.84% [611000/1251000] [488.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001569] [CE 4.704 (4.233)] [KD 3.518 (3.223)] 2024-10-17 11:35:36,261 - Train: 48.84% [611050/1251000] [488.4/1000.0] [batch_t 0.300 (0.249)] [data_t 0.009] [optim_t 0.291] [lr 0.001569] [CE 3.803 (4.163)] [KD 3.083 (3.217)] 2024-10-17 11:35:48,145 - Train: 48.85% [611100/1251000] [488.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001569] [CE 4.304 (4.223)] [KD 3.400 (3.217)] 2024-10-17 11:36:00,507 - Train: 48.85% [611150/1251000] [488.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001569] [CE 4.297 (4.251)] [KD 3.184 (3.229)] 2024-10-17 11:36:12,701 - Train: 48.86% [611200/1251000] [488.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001568] [CE 4.569 (4.221)] [KD 3.310 (3.145)] 2024-10-17 11:36:24,956 - Train: 48.86% [611250/1251000] [488.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001568] [CE 4.385 (4.125)] [KD 3.371 (3.115)] 2024-10-17 11:36:36,778 - Train: 48.86% [611300/1251000] [488.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001568] [CE 4.122 (4.152)] [KD 3.157 (3.165)] 2024-10-17 11:36:48,824 - Train: 48.87% [611350/1251000] [488.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001568] [CE 4.199 (4.160)] [KD 3.087 (3.158)] 2024-10-17 11:37:01,217 - Train: 48.87% [611400/1251000] [488.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001568] [CE 4.257 (4.236)] [KD 3.269 (3.207)] 2024-10-17 11:37:13,774 - Train: 48.88% [611450/1251000] [488.8/1000.0] [batch_t 0.369 (0.251)] [data_t 0.009] [optim_t 0.359] [lr 0.001567] [CE 3.773 (4.146)] [KD 2.953 (3.154)] 2024-10-17 11:37:25,861 - Train: 48.88% [611500/1251000] [488.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001567] [CE 4.169 (4.217)] [KD 3.102 (3.241)] 2024-10-17 11:37:38,464 - Train: 48.88% [611550/1251000] [488.8/1000.0] [batch_t 0.369 (0.252)] [data_t 0.009] [optim_t 0.361] [lr 0.001567] [CE 4.799 (4.231)] [KD 3.575 (3.222)] 2024-10-17 11:37:50,747 - Train: 48.89% [611600/1251000] [488.9/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.001567] [CE 3.798 (4.222)] [KD 3.001 (3.245)] 2024-10-17 11:38:02,952 - Train: 48.89% [611650/1251000] [488.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001567] [CE 4.034 (4.231)] [KD 3.122 (3.235)] 2024-10-17 11:38:15,065 - Train: 48.90% [611700/1251000] [489.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001566] [CE 3.982 (4.179)] [KD 2.947 (3.178)] 2024-10-17 11:38:37,323 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 38312] [top5_cnt 46702] [top_all 50000] 2024-10-17 11:38:37,323 - net: 76.624 (93.404) 2024-10-17 11:38:49,693 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40121] [top5_cnt 47542] [top_all 50000] 2024-10-17 11:38:49,694 - net_E: 80.242 (95.084) 2024-10-17 11:38:49,848 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.242 (epoch: 489)] 2024-10-17 11:38:49,848 - ==> Total time: 1 day, 20:25:30 Eta: 1 day, 22:25:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:38:57,992 - Train: 48.90% [611750/1251000] [489.0/1000.0] [batch_t 0.237 (0.355)] [data_t 0.009] [optim_t 0.229] [lr 0.001566] [CE 3.728 (4.253)] [KD 2.796 (3.131)] 2024-10-17 11:39:09,853 - Train: 48.90% [611800/1251000] [489.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001566] [CE 4.295 (4.185)] [KD 3.378 (3.217)] 2024-10-17 11:39:22,578 - Train: 48.91% [611850/1251000] [489.1/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.001566] [CE 4.396 (4.187)] [KD 3.298 (3.206)] 2024-10-17 11:39:34,554 - Train: 48.91% [611900/1251000] [489.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001566] [CE 4.099 (4.174)] [KD 3.199 (3.192)] 2024-10-17 11:39:46,505 - Train: 48.92% [611950/1251000] [489.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001566] [CE 4.491 (4.258)] [KD 3.263 (3.189)] 2024-10-17 11:39:58,666 - Train: 48.92% [612000/1251000] [489.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001565] [CE 3.908 (4.193)] [KD 3.058 (3.235)] 2024-10-17 11:40:10,868 - Train: 48.92% [612050/1251000] [489.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001565] [CE 4.032 (4.137)] [KD 2.994 (3.140)] 2024-10-17 11:40:22,861 - Train: 48.93% [612100/1251000] [489.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001565] [CE 3.773 (4.219)] [KD 2.987 (3.196)] 2024-10-17 11:40:34,947 - Train: 48.93% [612150/1251000] [489.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001565] [CE 4.161 (4.232)] [KD 3.062 (3.235)] 2024-10-17 11:40:46,782 - Train: 48.94% [612200/1251000] [489.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001565] [CE 4.479 (4.193)] [KD 3.345 (3.121)] 2024-10-17 11:40:59,146 - Train: 48.94% [612250/1251000] [489.4/1000.0] [batch_t 0.379 (0.247)] [data_t 0.009] [optim_t 0.370] [lr 0.001564] [CE 4.123 (4.136)] [KD 3.060 (3.113)] 2024-10-17 11:41:11,566 - Train: 48.94% [612300/1251000] [489.4/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001564] [CE 3.837 (4.229)] [KD 2.883 (3.184)] 2024-10-17 11:41:23,414 - Train: 48.95% [612350/1251000] [489.5/1000.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.001564] [CE 4.199 (4.179)] [KD 3.335 (3.182)] 2024-10-17 11:41:35,585 - Train: 48.95% [612400/1251000] [489.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001564] [CE 3.917 (4.179)] [KD 3.148 (3.184)] 2024-10-17 11:41:47,932 - Train: 48.96% [612450/1251000] [489.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001564] [CE 4.012 (4.182)] [KD 3.035 (3.209)] 2024-10-17 11:42:00,117 - Train: 48.96% [612500/1251000] [489.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001563] [CE 4.226 (4.280)] [KD 3.083 (3.274)] 2024-10-17 11:42:12,389 - Train: 48.96% [612550/1251000] [489.6/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.231] [lr 0.001563] [CE 4.058 (4.203)] [KD 3.120 (3.225)] 2024-10-17 11:42:24,592 - Train: 48.97% [612600/1251000] [489.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001563] [CE 4.109 (4.244)] [KD 3.279 (3.279)] 2024-10-17 11:42:36,729 - Train: 48.97% [612650/1251000] [489.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001563] [CE 4.695 (4.205)] [KD 3.596 (3.233)] 2024-10-17 11:42:49,357 - Train: 48.98% [612700/1251000] [489.8/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001563] [CE 4.106 (4.148)] [KD 3.203 (3.224)] 2024-10-17 11:43:01,598 - Train: 48.98% [612750/1251000] [489.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001563] [CE 4.179 (4.125)] [KD 3.060 (3.162)] 2024-10-17 11:43:13,748 - Train: 48.98% [612800/1251000] [489.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001562] [CE 4.336 (4.177)] [KD 3.189 (3.192)] 2024-10-17 11:43:25,921 - Train: 48.99% [612850/1251000] [489.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001562] [CE 4.154 (4.208)] [KD 2.981 (3.203)] 2024-10-17 11:43:38,129 - Train: 48.99% [612900/1251000] [489.9/1000.0] [batch_t 0.307 (0.244)] [data_t 0.009] [optim_t 0.298] [lr 0.001562] [CE 4.564 (4.213)] [KD 3.332 (3.235)] 2024-10-17 11:43:50,171 - Train: 49.00% [612950/1251000] [490.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001562] [CE 4.408 (4.182)] [KD 3.306 (3.192)] 2024-10-17 11:44:11,907 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38156] [top5_cnt 46630] [top_all 50000] 2024-10-17 11:44:11,908 - net: 76.312 (93.260) 2024-10-17 11:44:24,079 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40119] [top5_cnt 47533] [top_all 50000] 2024-10-17 11:44:24,080 - net_E: 80.238 (95.066) 2024-10-17 11:44:24,241 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.242 (epoch: 489)] 2024-10-17 11:44:24,242 - ==> Total time: 1 day, 20:31:04 Eta: 1 day, 22:20:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:44:30,468 - Train: 49.00% [613000/1251000] [490.0/1000.0] [batch_t 0.235 (0.486)] [data_t 0.009] [optim_t 0.226] [lr 0.001562] [CE 4.401 (4.169)] [KD 3.273 (3.221)] 2024-10-17 11:44:42,883 - Train: 49.00% [613050/1251000] [490.0/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001561] [CE 3.925 (4.200)] [KD 3.009 (3.202)] 2024-10-17 11:44:54,913 - Train: 49.01% [613100/1251000] [490.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001561] [CE 4.241 (4.243)] [KD 3.304 (3.171)] 2024-10-17 11:45:07,400 - Train: 49.01% [613150/1251000] [490.1/1000.0] [batch_t 0.438 (0.250)] [data_t 0.009] [optim_t 0.429] [lr 0.001561] [CE 4.078 (4.178)] [KD 3.130 (3.189)] 2024-10-17 11:45:19,248 - Train: 49.02% [613200/1251000] [490.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001561] [CE 4.299 (4.204)] [KD 3.227 (3.244)] 2024-10-17 11:45:31,214 - Train: 49.02% [613250/1251000] [490.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001561] [CE 4.270 (4.256)] [KD 3.206 (3.248)] 2024-10-17 11:45:43,389 - Train: 49.02% [613300/1251000] [490.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001560] [CE 3.884 (4.158)] [KD 2.927 (3.163)] 2024-10-17 11:45:55,523 - Train: 49.03% [613350/1251000] [490.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001560] [CE 4.666 (4.242)] [KD 3.351 (3.211)] 2024-10-17 11:46:07,820 - Train: 49.03% [613400/1251000] [490.3/1000.0] [batch_t 0.291 (0.246)] [data_t 0.009] [optim_t 0.282] [lr 0.001560] [CE 4.116 (4.230)] [KD 3.127 (3.204)] 2024-10-17 11:46:19,745 - Train: 49.04% [613450/1251000] [490.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.001560] [CE 4.012 (4.206)] [KD 3.227 (3.234)] 2024-10-17 11:46:31,927 - Train: 49.04% [613500/1251000] [490.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001560] [CE 4.333 (4.209)] [KD 3.281 (3.209)] 2024-10-17 11:46:43,987 - Train: 49.04% [613550/1251000] [490.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001560] [CE 3.977 (4.235)] [KD 3.072 (3.245)] 2024-10-17 11:46:55,964 - Train: 49.05% [613600/1251000] [490.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001559] [CE 4.358 (4.188)] [KD 3.085 (3.216)] 2024-10-17 11:47:07,841 - Train: 49.05% [613650/1251000] [490.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001559] [CE 4.104 (4.186)] [KD 3.280 (3.184)] 2024-10-17 11:47:20,034 - Train: 49.06% [613700/1251000] [490.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001559] [CE 4.222 (4.189)] [KD 3.414 (3.171)] 2024-10-17 11:47:32,048 - Train: 49.06% [613750/1251000] [490.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001559] [CE 4.232 (4.220)] [KD 3.075 (3.196)] 2024-10-17 11:47:44,058 - Train: 49.06% [613800/1251000] [490.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001559] [CE 4.436 (4.161)] [KD 3.283 (3.200)] 2024-10-17 11:47:56,038 - Train: 49.07% [613850/1251000] [490.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001558] [CE 4.280 (4.207)] [KD 3.166 (3.163)] 2024-10-17 11:48:08,046 - Train: 49.07% [613900/1251000] [490.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001558] [CE 4.620 (4.199)] [KD 3.472 (3.256)] 2024-10-17 11:48:20,123 - Train: 49.08% [613950/1251000] [490.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001558] [CE 4.613 (4.187)] [KD 3.449 (3.226)] 2024-10-17 11:48:32,187 - Train: 49.08% [614000/1251000] [490.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001558] [CE 4.054 (4.166)] [KD 2.934 (3.164)] 2024-10-17 11:48:44,113 - Train: 49.08% [614050/1251000] [490.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001558] [CE 4.014 (4.144)] [KD 3.168 (3.130)] 2024-10-17 11:48:56,161 - Train: 49.09% [614100/1251000] [490.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001558] [CE 4.302 (4.201)] [KD 3.107 (3.177)] 2024-10-17 11:49:08,455 - Train: 49.09% [614150/1251000] [490.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001557] [CE 4.040 (4.221)] [KD 3.172 (3.159)] 2024-10-17 11:49:20,175 - Train: 49.10% [614200/1251000] [491.0/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.001557] [CE 4.570 (4.146)] [KD 3.411 (3.201)] 2024-10-17 11:49:41,852 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38236] [top5_cnt 46636] [top_all 50000] 2024-10-17 11:49:41,853 - net: 76.472 (93.272) 2024-10-17 11:49:54,094 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40137] [top5_cnt 47534] [top_all 50000] 2024-10-17 11:49:54,095 - net_E: 80.274 (95.068) 2024-10-17 11:49:54,264 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 11:49:54,265 - ==> Total time: 1 day, 20:36:34 Eta: 1 day, 22:14:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:50:03,303 - Train: 49.10% [614250/1251000] [491.0/1000.0] [batch_t 0.233 (0.364)] [data_t 0.009] [optim_t 0.224] [lr 0.001557] [CE 4.195 (4.307)] [KD 2.996 (3.201)] 2024-10-17 11:50:15,520 - Train: 49.10% [614300/1251000] [491.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001557] [CE 4.311 (4.137)] [KD 3.196 (3.167)] 2024-10-17 11:50:27,910 - Train: 49.11% [614350/1251000] [491.1/1000.0] [batch_t 0.414 (0.248)] [data_t 0.009] [optim_t 0.405] [lr 0.001557] [CE 3.628 (4.143)] [KD 2.945 (3.164)] 2024-10-17 11:50:39,948 - Train: 49.11% [614400/1251000] [491.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001556] [CE 4.387 (4.255)] [KD 3.189 (3.177)] 2024-10-17 11:50:51,902 - Train: 49.12% [614450/1251000] [491.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001556] [CE 4.026 (4.212)] [KD 3.209 (3.174)] 2024-10-17 11:51:03,943 - Train: 49.12% [614500/1251000] [491.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001556] [CE 4.276 (4.115)] [KD 3.275 (3.099)] 2024-10-17 11:51:15,832 - Train: 49.12% [614550/1251000] [491.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001556] [CE 4.185 (4.199)] [KD 3.345 (3.206)] 2024-10-17 11:51:27,833 - Train: 49.13% [614600/1251000] [491.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001556] [CE 4.146 (4.121)] [KD 3.308 (3.148)] 2024-10-17 11:51:40,406 - Train: 49.13% [614650/1251000] [491.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001555] [CE 4.038 (4.164)] [KD 3.152 (3.234)] 2024-10-17 11:51:52,521 - Train: 49.14% [614700/1251000] [491.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001555] [CE 3.999 (4.214)] [KD 3.077 (3.215)] 2024-10-17 11:52:04,497 - Train: 49.14% [614750/1251000] [491.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001555] [CE 4.222 (4.199)] [KD 3.272 (3.209)] 2024-10-17 11:52:16,534 - Train: 49.14% [614800/1251000] [491.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001555] [CE 4.107 (4.162)] [KD 3.210 (3.180)] 2024-10-17 11:52:28,523 - Train: 49.15% [614850/1251000] [491.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001555] [CE 4.343 (4.156)] [KD 3.236 (3.152)] 2024-10-17 11:52:40,531 - Train: 49.15% [614900/1251000] [491.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001555] [CE 3.763 (4.143)] [KD 3.085 (3.216)] 2024-10-17 11:52:52,687 - Train: 49.16% [614950/1251000] [491.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001554] [CE 4.127 (4.197)] [KD 3.002 (3.185)] 2024-10-17 11:53:04,576 - Train: 49.16% [615000/1251000] [491.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001554] [CE 3.878 (4.264)] [KD 2.991 (3.227)] 2024-10-17 11:53:16,775 - Train: 49.16% [615050/1251000] [491.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001554] [CE 4.316 (4.153)] [KD 3.174 (3.172)] 2024-10-17 11:53:28,767 - Train: 49.17% [615100/1251000] [491.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001554] [CE 3.906 (4.200)] [KD 3.187 (3.187)] 2024-10-17 11:53:40,657 - Train: 49.17% [615150/1251000] [491.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.001554] [CE 3.768 (4.182)] [KD 3.114 (3.209)] 2024-10-17 11:53:52,805 - Train: 49.18% [615200/1251000] [491.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001553] [CE 4.077 (4.162)] [KD 3.146 (3.224)] 2024-10-17 11:54:05,239 - Train: 49.18% [615250/1251000] [491.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001553] [CE 3.716 (4.199)] [KD 3.030 (3.218)] 2024-10-17 11:54:17,529 - Train: 49.18% [615300/1251000] [491.8/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001553] [CE 4.161 (4.246)] [KD 2.955 (3.209)] 2024-10-17 11:54:29,670 - Train: 49.19% [615350/1251000] [491.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001553] [CE 4.214 (4.232)] [KD 3.118 (3.182)] 2024-10-17 11:54:41,889 - Train: 49.19% [615400/1251000] [491.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001553] [CE 3.460 (4.203)] [KD 2.939 (3.247)] 2024-10-17 11:54:54,065 - Train: 49.20% [615450/1251000] [492.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001552] [CE 4.245 (4.159)] [KD 3.195 (3.265)] 2024-10-17 11:55:16,139 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 38016] [top5_cnt 46580] [top_all 50000] 2024-10-17 11:55:16,140 - net: 76.032 (93.160) 2024-10-17 11:55:28,677 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40072] [top5_cnt 47535] [top_all 50000] 2024-10-17 11:55:28,677 - net_E: 80.144 (95.070) 2024-10-17 11:55:28,833 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 11:55:28,834 - ==> Total time: 1 day, 20:42:09 Eta: 1 day, 22:09:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 11:55:34,550 - Train: 49.20% [615500/1251000] [492.0/1000.0] [batch_t 0.237 (0.525)] [data_t 0.009] [optim_t 0.228] [lr 0.001552] [CE 3.736 (4.142)] [KD 2.934 (3.133)] 2024-10-17 11:55:46,804 - Train: 49.20% [615550/1251000] [492.0/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.001552] [CE 4.251 (4.181)] [KD 3.066 (3.199)] 2024-10-17 11:55:59,294 - Train: 49.21% [615600/1251000] [492.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001552] [CE 4.121 (4.221)] [KD 3.116 (3.201)] 2024-10-17 11:56:11,398 - Train: 49.21% [615650/1251000] [492.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001552] [CE 3.885 (4.168)] [KD 2.893 (3.186)] 2024-10-17 11:56:23,166 - Train: 49.22% [615700/1251000] [492.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001552] [CE 4.064 (4.222)] [KD 3.040 (3.172)] 2024-10-17 11:56:35,007 - Train: 49.22% [615750/1251000] [492.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001551] [CE 4.522 (4.198)] [KD 3.592 (3.167)] 2024-10-17 11:56:47,034 - Train: 49.22% [615800/1251000] [492.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001551] [CE 4.316 (4.157)] [KD 3.230 (3.134)] 2024-10-17 11:56:59,223 - Train: 49.23% [615850/1251000] [492.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001551] [CE 3.782 (4.183)] [KD 2.824 (3.209)] 2024-10-17 11:57:11,023 - Train: 49.23% [615900/1251000] [492.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001551] [CE 4.404 (4.215)] [KD 3.150 (3.195)] 2024-10-17 11:57:23,270 - Train: 49.24% [615950/1251000] [492.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001551] [CE 3.980 (4.154)] [KD 3.081 (3.195)] 2024-10-17 11:57:35,337 - Train: 49.24% [616000/1251000] [492.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001550] [CE 4.640 (4.172)] [KD 3.277 (3.153)] 2024-10-17 11:57:47,494 - Train: 49.24% [616050/1251000] [492.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001550] [CE 4.186 (4.197)] [KD 3.253 (3.171)] 2024-10-17 11:57:59,379 - Train: 49.25% [616100/1251000] [492.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001550] [CE 4.589 (4.246)] [KD 3.434 (3.260)] 2024-10-17 11:58:11,506 - Train: 49.25% [616150/1251000] [492.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001550] [CE 4.133 (4.199)] [KD 3.222 (3.196)] 2024-10-17 11:58:24,120 - Train: 49.26% [616200/1251000] [492.6/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001550] [CE 4.314 (4.232)] [KD 3.187 (3.209)] 2024-10-17 11:58:36,657 - Train: 49.26% [616250/1251000] [492.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001549] [CE 4.319 (4.183)] [KD 3.200 (3.199)] 2024-10-17 11:58:48,923 - Train: 49.26% [616300/1251000] [492.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001549] [CE 3.998 (4.170)] [KD 3.305 (3.161)] 2024-10-17 11:59:01,469 - Train: 49.27% [616350/1251000] [492.7/1000.0] [batch_t 0.254 (0.251)] [data_t 0.009] [optim_t 0.244] [lr 0.001549] [CE 3.729 (4.174)] [KD 2.821 (3.225)] 2024-10-17 11:59:14,041 - Train: 49.27% [616400/1251000] [492.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001549] [CE 4.349 (4.169)] [KD 3.408 (3.183)] 2024-10-17 11:59:26,323 - Train: 49.28% [616450/1251000] [492.8/1000.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.001549] [CE 3.514 (4.201)] [KD 2.874 (3.171)] 2024-10-17 11:59:38,380 - Train: 49.28% [616500/1251000] [492.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001549] [CE 4.275 (4.269)] [KD 3.403 (3.234)] 2024-10-17 11:59:50,651 - Train: 49.28% [616550/1251000] [492.8/1000.0] [batch_t 0.253 (0.245)] [data_t 0.009] [optim_t 0.244] [lr 0.001548] [CE 4.027 (4.234)] [KD 3.253 (3.149)] 2024-10-17 12:00:03,111 - Train: 49.29% [616600/1251000] [492.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001548] [CE 4.457 (4.236)] [KD 3.277 (3.216)] 2024-10-17 12:00:15,268 - Train: 49.29% [616650/1251000] [492.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001548] [CE 3.881 (4.174)] [KD 2.969 (3.152)] 2024-10-17 12:00:27,355 - Train: 49.30% [616700/1251000] [493.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001548] [CE 3.977 (4.166)] [KD 2.924 (3.202)] 2024-10-17 12:00:49,850 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38303] [top5_cnt 46671] [top_all 50000] 2024-10-17 12:00:49,851 - net: 76.606 (93.342) 2024-10-17 12:01:02,517 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40046] [top5_cnt 47537] [top_all 50000] 2024-10-17 12:01:02,518 - net_E: 80.092 (95.074) 2024-10-17 12:01:02,683 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:01:02,683 - ==> Total time: 1 day, 20:47:43 Eta: 1 day, 22:04:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:01:09,733 - Train: 49.30% [616750/1251000] [493.0/1000.0] [batch_t 0.233 (0.398)] [data_t 0.009] [optim_t 0.225] [lr 0.001548] [CE 4.231 (4.333)] [KD 3.359 (3.216)] 2024-10-17 12:01:21,868 - Train: 49.30% [616800/1251000] [493.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001547] [CE 3.712 (4.146)] [KD 2.760 (3.171)] 2024-10-17 12:01:34,152 - Train: 49.31% [616850/1251000] [493.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001547] [CE 4.512 (4.230)] [KD 3.384 (3.217)] 2024-10-17 12:01:46,281 - Train: 49.31% [616900/1251000] [493.1/1000.0] [batch_t 0.466 (0.242)] [data_t 0.009] [optim_t 0.457] [lr 0.001547] [CE 4.117 (4.182)] [KD 3.257 (3.219)] 2024-10-17 12:01:58,310 - Train: 49.32% [616950/1251000] [493.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001547] [CE 3.982 (4.227)] [KD 2.944 (3.216)] 2024-10-17 12:02:10,405 - Train: 49.32% [617000/1251000] [493.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001547] [CE 4.528 (4.178)] [KD 3.178 (3.192)] 2024-10-17 12:02:22,398 - Train: 49.32% [617050/1251000] [493.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001547] [CE 3.625 (4.143)] [KD 2.969 (3.170)] 2024-10-17 12:02:34,285 - Train: 49.33% [617100/1251000] [493.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001546] [CE 4.232 (4.190)] [KD 3.231 (3.150)] 2024-10-17 12:02:46,292 - Train: 49.33% [617150/1251000] [493.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001546] [CE 3.856 (4.175)] [KD 3.116 (3.136)] 2024-10-17 12:02:58,636 - Train: 49.34% [617200/1251000] [493.4/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001546] [CE 4.404 (4.198)] [KD 3.151 (3.151)] 2024-10-17 12:03:10,937 - Train: 49.34% [617250/1251000] [493.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001546] [CE 4.300 (4.178)] [KD 3.269 (3.153)] 2024-10-17 12:03:22,914 - Train: 49.34% [617300/1251000] [493.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001546] [CE 4.185 (4.156)] [KD 3.332 (3.169)] 2024-10-17 12:03:34,827 - Train: 49.35% [617350/1251000] [493.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001545] [CE 4.310 (4.240)] [KD 3.132 (3.214)] 2024-10-17 12:03:46,961 - Train: 49.35% [617400/1251000] [493.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001545] [CE 3.889 (4.233)] [KD 3.332 (3.184)] 2024-10-17 12:03:59,315 - Train: 49.36% [617450/1251000] [493.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001545] [CE 4.332 (4.163)] [KD 3.269 (3.202)] 2024-10-17 12:04:11,774 - Train: 49.36% [617500/1251000] [493.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001545] [CE 3.889 (4.246)] [KD 3.193 (3.242)] 2024-10-17 12:04:24,130 - Train: 49.36% [617550/1251000] [493.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.001545] [CE 4.638 (4.182)] [KD 3.485 (3.198)] 2024-10-17 12:04:36,386 - Train: 49.37% [617600/1251000] [493.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001544] [CE 4.328 (4.139)] [KD 3.442 (3.128)] 2024-10-17 12:04:48,718 - Train: 49.37% [617650/1251000] [493.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001544] [CE 4.281 (4.221)] [KD 3.149 (3.235)] 2024-10-17 12:05:00,922 - Train: 49.38% [617700/1251000] [493.8/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.001544] [CE 4.500 (4.197)] [KD 3.206 (3.174)] 2024-10-17 12:05:13,200 - Train: 49.38% [617750/1251000] [493.8/1000.0] [batch_t 0.371 (0.245)] [data_t 0.009] [optim_t 0.362] [lr 0.001544] [CE 4.386 (4.137)] [KD 3.344 (3.160)] 2024-10-17 12:05:25,877 - Train: 49.38% [617800/1251000] [493.8/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001544] [CE 4.281 (4.197)] [KD 3.120 (3.216)] 2024-10-17 12:05:38,225 - Train: 49.39% [617850/1251000] [493.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001544] [CE 4.051 (4.239)] [KD 3.218 (3.202)] 2024-10-17 12:05:50,165 - Train: 49.39% [617900/1251000] [493.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001543] [CE 4.378 (4.197)] [KD 3.130 (3.183)] 2024-10-17 12:06:02,298 - Train: 49.40% [617950/1251000] [494.0/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.001543] [CE 3.745 (4.180)] [KD 2.985 (3.214)] 2024-10-17 12:06:25,280 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 38329] [top5_cnt 46800] [top_all 50000] 2024-10-17 12:06:25,280 - net: 76.658 (93.600) 2024-10-17 12:06:37,498 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40058] [top5_cnt 47570] [top_all 50000] 2024-10-17 12:06:37,499 - net_E: 80.116 (95.140) 2024-10-17 12:06:37,671 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:06:37,671 - ==> Total time: 1 day, 20:53:18 Eta: 1 day, 21:58:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:06:43,063 - Train: 49.40% [618000/1251000] [494.0/1000.0] [batch_t 0.238 (0.676)] [data_t 0.009] [optim_t 0.229] [lr 0.001543] [CE 3.883 (4.226)] [KD 2.982 (3.094)] 2024-10-17 12:06:55,367 - Train: 49.40% [618050/1251000] [494.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001543] [CE 3.602 (4.204)] [KD 2.879 (3.160)] 2024-10-17 12:07:07,646 - Train: 49.41% [618100/1251000] [494.1/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001543] [CE 4.247 (4.156)] [KD 3.161 (3.111)] 2024-10-17 12:07:19,796 - Train: 49.41% [618150/1251000] [494.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001542] [CE 4.367 (4.221)] [KD 3.174 (3.177)] 2024-10-17 12:07:31,746 - Train: 49.42% [618200/1251000] [494.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001542] [CE 4.300 (4.205)] [KD 3.341 (3.173)] 2024-10-17 12:07:43,564 - Train: 49.42% [618250/1251000] [494.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001542] [CE 4.110 (4.166)] [KD 3.075 (3.202)] 2024-10-17 12:07:55,917 - Train: 49.42% [618300/1251000] [494.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001542] [CE 3.511 (4.159)] [KD 2.928 (3.165)] 2024-10-17 12:08:07,940 - Train: 49.43% [618350/1251000] [494.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001542] [CE 4.322 (4.194)] [KD 3.177 (3.152)] 2024-10-17 12:08:19,786 - Train: 49.43% [618400/1251000] [494.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001541] [CE 3.831 (4.183)] [KD 3.013 (3.206)] 2024-10-17 12:08:31,838 - Train: 49.44% [618450/1251000] [494.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001541] [CE 4.619 (4.270)] [KD 3.476 (3.220)] 2024-10-17 12:08:44,052 - Train: 49.44% [618500/1251000] [494.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001541] [CE 3.687 (4.262)] [KD 2.992 (3.207)] 2024-10-17 12:08:55,848 - Train: 49.44% [618550/1251000] [494.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001541] [CE 3.728 (4.213)] [KD 3.137 (3.189)] 2024-10-17 12:09:08,084 - Train: 49.45% [618600/1251000] [494.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001541] [CE 4.251 (4.242)] [KD 3.418 (3.249)] 2024-10-17 12:09:20,020 - Train: 49.45% [618650/1251000] [494.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001541] [CE 4.735 (4.264)] [KD 3.328 (3.228)] 2024-10-17 12:09:32,058 - Train: 49.46% [618700/1251000] [494.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001540] [CE 4.079 (4.186)] [KD 3.092 (3.211)] 2024-10-17 12:09:43,947 - Train: 49.46% [618750/1251000] [494.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001540] [CE 4.457 (4.177)] [KD 3.541 (3.167)] 2024-10-17 12:09:55,962 - Train: 49.46% [618800/1251000] [494.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001540] [CE 3.848 (4.135)] [KD 3.270 (3.197)] 2024-10-17 12:10:07,810 - Train: 49.47% [618850/1251000] [494.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001540] [CE 4.284 (4.173)] [KD 2.955 (3.170)] 2024-10-17 12:10:20,106 - Train: 49.47% [618900/1251000] [494.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001540] [CE 4.527 (4.277)] [KD 3.416 (3.174)] 2024-10-17 12:10:31,917 - Train: 49.48% [618950/1251000] [494.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001539] [CE 4.475 (4.251)] [KD 3.204 (3.229)] 2024-10-17 12:10:44,022 - Train: 49.48% [619000/1251000] [494.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001539] [CE 4.222 (4.283)] [KD 3.164 (3.226)] 2024-10-17 12:10:55,989 - Train: 49.48% [619050/1251000] [494.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001539] [CE 4.363 (4.220)] [KD 3.427 (3.197)] 2024-10-17 12:11:08,187 - Train: 49.49% [619100/1251000] [494.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001539] [CE 4.157 (4.200)] [KD 3.162 (3.214)] 2024-10-17 12:11:20,458 - Train: 49.49% [619150/1251000] [494.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001539] [CE 3.965 (4.137)] [KD 3.094 (3.172)] 2024-10-17 12:11:32,370 - Train: 49.50% [619200/1251000] [495.0/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001538] [CE 4.004 (4.179)] [KD 3.082 (3.203)] 2024-10-17 12:11:55,276 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38098] [top5_cnt 46621] [top_all 50000] 2024-10-17 12:11:55,277 - net: 76.196 (93.242) 2024-10-17 12:12:07,519 - Test (net_E): 100.00% [50/50] [batch_t 0.070 (0.237)] [top1_cnt 40072] [top5_cnt 47566] [top_all 50000] 2024-10-17 12:12:07,519 - net_E: 80.144 (95.132) 2024-10-17 12:12:07,675 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:12:07,676 - ==> Total time: 1 day, 20:58:48 Eta: 1 day, 21:53:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:12:15,142 - Train: 49.50% [619250/1251000] [495.0/1000.0] [batch_t 0.237 (0.468)] [data_t 0.009] [optim_t 0.228] [lr 0.001538] [CE 3.780 (3.882)] [KD 2.871 (3.036)] 2024-10-17 12:12:27,095 - Train: 49.50% [619300/1251000] [495.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001538] [CE 4.077 (4.210)] [KD 2.904 (3.189)] 2024-10-17 12:12:39,457 - Train: 49.51% [619350/1251000] [495.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001538] [CE 3.867 (4.067)] [KD 2.989 (3.124)] 2024-10-17 12:12:51,572 - Train: 49.51% [619400/1251000] [495.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001538] [CE 4.250 (4.201)] [KD 3.170 (3.177)] 2024-10-17 12:13:03,507 - Train: 49.52% [619450/1251000] [495.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.001538] [CE 4.051 (4.160)] [KD 3.178 (3.187)] 2024-10-17 12:13:15,262 - Train: 49.52% [619500/1251000] [495.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.001537] [CE 4.466 (4.256)] [KD 3.326 (3.274)] 2024-10-17 12:13:27,307 - Train: 49.52% [619550/1251000] [495.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001537] [CE 4.261 (4.224)] [KD 3.176 (3.186)] 2024-10-17 12:13:39,802 - Train: 49.53% [619600/1251000] [495.3/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001537] [CE 3.768 (4.205)] [KD 2.865 (3.183)] 2024-10-17 12:13:51,751 - Train: 49.53% [619650/1251000] [495.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001537] [CE 4.176 (4.252)] [KD 3.193 (3.198)] 2024-10-17 12:14:04,063 - Train: 49.54% [619700/1251000] [495.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.001537] [CE 4.544 (4.273)] [KD 3.090 (3.201)] 2024-10-17 12:14:16,085 - Train: 49.54% [619750/1251000] [495.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001536] [CE 4.757 (4.194)] [KD 3.544 (3.187)] 2024-10-17 12:14:28,260 - Train: 49.54% [619800/1251000] [495.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001536] [CE 4.562 (4.275)] [KD 3.169 (3.227)] 2024-10-17 12:14:40,612 - Train: 49.55% [619850/1251000] [495.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001536] [CE 4.438 (4.253)] [KD 3.284 (3.209)] 2024-10-17 12:14:52,651 - Train: 49.55% [619900/1251000] [495.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001536] [CE 4.066 (4.211)] [KD 3.153 (3.235)] 2024-10-17 12:15:04,838 - Train: 49.56% [619950/1251000] [495.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001536] [CE 3.726 (4.158)] [KD 2.876 (3.166)] 2024-10-17 12:15:17,236 - Train: 49.56% [620000/1251000] [495.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001536] [CE 4.113 (4.205)] [KD 3.203 (3.224)] 2024-10-17 12:15:29,054 - Train: 49.56% [620050/1251000] [495.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001535] [CE 3.917 (4.233)] [KD 3.037 (3.219)] 2024-10-17 12:15:41,000 - Train: 49.57% [620100/1251000] [495.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001535] [CE 4.496 (4.218)] [KD 3.269 (3.191)] 2024-10-17 12:15:53,080 - Train: 49.57% [620150/1251000] [495.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001535] [CE 4.207 (4.231)] [KD 3.187 (3.152)] 2024-10-17 12:16:05,331 - Train: 49.58% [620200/1251000] [495.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001535] [CE 4.393 (4.195)] [KD 3.254 (3.164)] 2024-10-17 12:16:17,363 - Train: 49.58% [620250/1251000] [495.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001535] [CE 4.207 (4.227)] [KD 3.385 (3.207)] 2024-10-17 12:16:29,335 - Train: 49.58% [620300/1251000] [495.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001534] [CE 4.720 (4.106)] [KD 3.443 (3.114)] 2024-10-17 12:16:41,210 - Train: 49.59% [620350/1251000] [495.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001534] [CE 3.974 (4.211)] [KD 3.095 (3.225)] 2024-10-17 12:16:53,288 - Train: 49.59% [620400/1251000] [495.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001534] [CE 3.590 (4.222)] [KD 2.702 (3.171)] 2024-10-17 12:17:05,062 - Train: 49.60% [620450/1251000] [496.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001534] [CE 4.731 (4.162)] [KD 3.198 (3.137)] 2024-10-17 12:17:28,493 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 38352] [top5_cnt 46808] [top_all 50000] 2024-10-17 12:17:28,493 - net: 76.704 (93.616) 2024-10-17 12:17:40,755 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40079] [top5_cnt 47579] [top_all 50000] 2024-10-17 12:17:40,755 - net_E: 80.158 (95.158) 2024-10-17 12:17:40,928 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:17:40,928 - ==> Total time: 1 day, 21:04:21 Eta: 1 day, 21:47:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:17:45,958 - Train: 49.60% [620500/1251000] [496.0/1000.0] [batch_t 0.236 (0.912)] [data_t 0.009] [optim_t 0.227] [lr 0.001534] [CE 4.276 (4.081)] [KD 3.194 (3.133)] 2024-10-17 12:17:57,944 - Train: 49.60% [620550/1251000] [496.0/1000.0] [batch_t 0.369 (0.240)] [data_t 0.009] [optim_t 0.360] [lr 0.001533] [CE 4.033 (4.180)] [KD 3.123 (3.148)] 2024-10-17 12:18:10,570 - Train: 49.61% [620600/1251000] [496.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001533] [CE 4.578 (4.157)] [KD 3.662 (3.177)] 2024-10-17 12:18:22,745 - Train: 49.61% [620650/1251000] [496.1/1000.0] [batch_t 0.271 (0.243)] [data_t 0.009] [optim_t 0.262] [lr 0.001533] [CE 4.363 (4.185)] [KD 3.228 (3.189)] 2024-10-17 12:18:35,545 - Train: 49.62% [620700/1251000] [496.2/1000.0] [batch_t 0.279 (0.256)] [data_t 0.009] [optim_t 0.270] [lr 0.001533] [CE 4.170 (4.154)] [KD 3.211 (3.173)] 2024-10-17 12:18:48,413 - Train: 49.62% [620750/1251000] [496.2/1000.0] [batch_t 0.242 (0.257)] [data_t 0.009] [optim_t 0.232] [lr 0.001533] [CE 4.022 (4.167)] [KD 3.058 (3.171)] 2024-10-17 12:19:01,039 - Train: 49.62% [620800/1251000] [496.2/1000.0] [batch_t 0.259 (0.252)] [data_t 0.009] [optim_t 0.250] [lr 0.001533] [CE 3.906 (4.159)] [KD 3.337 (3.119)] 2024-10-17 12:19:13,677 - Train: 49.63% [620850/1251000] [496.3/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001532] [CE 3.864 (4.193)] [KD 3.066 (3.155)] 2024-10-17 12:19:25,957 - Train: 49.63% [620900/1251000] [496.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001532] [CE 4.019 (4.180)] [KD 3.142 (3.175)] 2024-10-17 12:19:37,811 - Train: 49.64% [620950/1251000] [496.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001532] [CE 4.105 (4.213)] [KD 3.312 (3.226)] 2024-10-17 12:19:49,977 - Train: 49.64% [621000/1251000] [496.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001532] [CE 4.166 (4.230)] [KD 3.089 (3.187)] 2024-10-17 12:20:02,287 - Train: 49.64% [621050/1251000] [496.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001532] [CE 4.277 (4.227)] [KD 3.312 (3.205)] 2024-10-17 12:20:14,282 - Train: 49.65% [621100/1251000] [496.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001531] [CE 4.450 (4.178)] [KD 3.565 (3.181)] 2024-10-17 12:20:26,282 - Train: 49.65% [621150/1251000] [496.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001531] [CE 4.115 (4.198)] [KD 3.273 (3.189)] 2024-10-17 12:20:38,305 - Train: 49.66% [621200/1251000] [496.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001531] [CE 4.820 (4.205)] [KD 3.622 (3.196)] 2024-10-17 12:20:50,421 - Train: 49.66% [621250/1251000] [496.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001531] [CE 4.631 (4.296)] [KD 3.360 (3.267)] 2024-10-17 12:21:02,481 - Train: 49.66% [621300/1251000] [496.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001531] [CE 3.807 (4.256)] [KD 2.880 (3.257)] 2024-10-17 12:21:14,767 - Train: 49.67% [621350/1251000] [496.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001530] [CE 4.167 (4.186)] [KD 3.294 (3.211)] 2024-10-17 12:21:27,055 - Train: 49.67% [621400/1251000] [496.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001530] [CE 4.398 (4.267)] [KD 3.323 (3.194)] 2024-10-17 12:21:39,331 - Train: 49.68% [621450/1251000] [496.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001530] [CE 4.458 (4.212)] [KD 3.364 (3.203)] 2024-10-17 12:21:51,470 - Train: 49.68% [621500/1251000] [496.8/1000.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.001530] [CE 3.478 (4.179)] [KD 2.881 (3.166)] 2024-10-17 12:22:03,898 - Train: 49.68% [621550/1251000] [496.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001530] [CE 4.067 (4.136)] [KD 3.120 (3.155)] 2024-10-17 12:22:16,021 - Train: 49.69% [621600/1251000] [496.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001530] [CE 4.288 (4.147)] [KD 3.287 (3.142)] 2024-10-17 12:22:28,042 - Train: 49.69% [621650/1251000] [496.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001529] [CE 4.086 (4.261)] [KD 3.267 (3.227)] 2024-10-17 12:22:40,209 - Train: 49.70% [621700/1251000] [497.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001529] [CE 4.371 (4.245)] [KD 3.338 (3.188)] 2024-10-17 12:23:04,105 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 38251] [top5_cnt 46746] [top_all 50000] 2024-10-17 12:23:04,106 - net: 76.502 (93.492) 2024-10-17 12:23:16,222 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40052] [top5_cnt 47557] [top_all 50000] 2024-10-17 12:23:16,223 - net_E: 80.104 (95.114) 2024-10-17 12:23:16,375 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:23:16,376 - ==> Total time: 1 day, 21:09:57 Eta: 1 day, 21:42:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:23:21,236 - Train: 49.70% [621750/1251000] [497.0/1000.0] [batch_t 0.239 (1.145)] [data_t 0.009] [optim_t 0.230] [lr 0.001529] [CE 4.224 (4.100)] [KD 3.217 (3.070)] 2024-10-17 12:23:33,373 - Train: 49.70% [621800/1251000] [497.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001529] [CE 4.665 (4.233)] [KD 3.353 (3.200)] 2024-10-17 12:23:45,568 - Train: 49.71% [621850/1251000] [497.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001529] [CE 3.921 (4.242)] [KD 2.835 (3.185)] 2024-10-17 12:23:57,268 - Train: 49.71% [621900/1251000] [497.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.001528] [CE 3.774 (4.170)] [KD 3.019 (3.188)] 2024-10-17 12:24:09,256 - Train: 49.72% [621950/1251000] [497.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001528] [CE 4.122 (4.151)] [KD 3.259 (3.166)] 2024-10-17 12:24:21,576 - Train: 49.72% [622000/1251000] [497.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001528] [CE 4.377 (4.208)] [KD 3.189 (3.237)] 2024-10-17 12:24:33,685 - Train: 49.72% [622050/1251000] [497.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001528] [CE 4.397 (4.233)] [KD 3.296 (3.170)] 2024-10-17 12:24:45,502 - Train: 49.73% [622100/1251000] [497.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001528] [CE 4.360 (4.227)] [KD 3.358 (3.182)] 2024-10-17 12:24:57,588 - Train: 49.73% [622150/1251000] [497.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001527] [CE 3.893 (4.185)] [KD 2.926 (3.169)] 2024-10-17 12:25:09,531 - Train: 49.74% [622200/1251000] [497.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001527] [CE 3.811 (4.162)] [KD 3.101 (3.152)] 2024-10-17 12:25:21,535 - Train: 49.74% [622250/1251000] [497.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001527] [CE 4.029 (4.139)] [KD 3.242 (3.125)] 2024-10-17 12:25:33,814 - Train: 49.74% [622300/1251000] [497.4/1000.0] [batch_t 0.301 (0.245)] [data_t 0.009] [optim_t 0.292] [lr 0.001527] [CE 4.146 (4.138)] [KD 2.973 (3.105)] 2024-10-17 12:25:45,722 - Train: 49.75% [622350/1251000] [497.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001527] [CE 4.270 (4.234)] [KD 3.218 (3.226)] 2024-10-17 12:25:57,633 - Train: 49.75% [622400/1251000] [497.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001527] [CE 4.107 (4.175)] [KD 3.056 (3.158)] 2024-10-17 12:26:09,620 - Train: 49.76% [622450/1251000] [497.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001526] [CE 4.080 (4.171)] [KD 3.134 (3.176)] 2024-10-17 12:26:21,602 - Train: 49.76% [622500/1251000] [497.6/1000.0] [batch_t 0.337 (0.240)] [data_t 0.116] [optim_t 0.221] [lr 0.001526] [CE 4.357 (4.229)] [KD 3.235 (3.156)] 2024-10-17 12:26:33,445 - Train: 49.76% [622550/1251000] [497.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001526] [CE 4.172 (4.204)] [KD 3.096 (3.191)] 2024-10-17 12:26:45,965 - Train: 49.77% [622600/1251000] [497.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001526] [CE 4.251 (4.200)] [KD 3.190 (3.206)] 2024-10-17 12:26:58,082 - Train: 49.77% [622650/1251000] [497.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001526] [CE 3.580 (4.179)] [KD 3.102 (3.170)] 2024-10-17 12:27:09,839 - Train: 49.78% [622700/1251000] [497.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001525] [CE 4.110 (4.197)] [KD 3.035 (3.211)] 2024-10-17 12:27:21,622 - Train: 49.78% [622750/1251000] [497.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001525] [CE 3.990 (4.221)] [KD 3.172 (3.197)] 2024-10-17 12:27:34,027 - Train: 49.78% [622800/1251000] [497.8/1000.0] [batch_t 0.366 (0.248)] [data_t 0.009] [optim_t 0.357] [lr 0.001525] [CE 4.401 (4.143)] [KD 3.169 (3.167)] 2024-10-17 12:27:45,900 - Train: 49.79% [622850/1251000] [497.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001525] [CE 3.643 (4.139)] [KD 2.919 (3.160)] 2024-10-17 12:27:58,164 - Train: 49.79% [622900/1251000] [497.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001525] [CE 4.056 (4.207)] [KD 3.257 (3.193)] 2024-10-17 12:28:10,260 - Train: 49.80% [622950/1251000] [498.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001525] [CE 4.400 (4.194)] [KD 3.295 (3.177)] 2024-10-17 12:28:33,847 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38185] [top5_cnt 46751] [top_all 50000] 2024-10-17 12:28:33,848 - net: 76.370 (93.502) 2024-10-17 12:28:46,371 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40063] [top5_cnt 47555] [top_all 50000] 2024-10-17 12:28:46,371 - net_E: 80.126 (95.110) 2024-10-17 12:28:46,537 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:28:46,537 - ==> Total time: 1 day, 21:15:27 Eta: 1 day, 21:37:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:28:50,957 - Train: 49.80% [623000/1251000] [498.0/1000.0] [batch_t 0.349 (1.484)] [data_t 0.009] [optim_t 0.340] [lr 0.001524] [CE 3.896 (4.013)] [KD 3.018 (3.095)] 2024-10-17 12:29:02,925 - Train: 49.80% [623050/1251000] [498.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001524] [CE 3.717 (4.150)] [KD 3.081 (3.124)] 2024-10-17 12:29:15,303 - Train: 49.81% [623100/1251000] [498.1/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.001524] [CE 4.456 (4.188)] [KD 3.256 (3.188)] 2024-10-17 12:29:27,084 - Train: 49.81% [623150/1251000] [498.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001524] [CE 4.318 (4.193)] [KD 3.163 (3.218)] 2024-10-17 12:29:39,496 - Train: 49.82% [623200/1251000] [498.2/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001524] [CE 4.604 (4.243)] [KD 3.330 (3.197)] 2024-10-17 12:29:51,606 - Train: 49.82% [623250/1251000] [498.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001523] [CE 3.861 (4.082)] [KD 3.194 (3.118)] 2024-10-17 12:30:03,465 - Train: 49.82% [623300/1251000] [498.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001523] [CE 4.269 (4.160)] [KD 3.074 (3.137)] 2024-10-17 12:30:15,263 - Train: 49.83% [623350/1251000] [498.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001523] [CE 4.241 (4.139)] [KD 3.448 (3.137)] 2024-10-17 12:30:27,239 - Train: 49.83% [623400/1251000] [498.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001523] [CE 4.556 (4.244)] [KD 3.368 (3.207)] 2024-10-17 12:30:39,144 - Train: 49.84% [623450/1251000] [498.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001523] [CE 4.193 (4.214)] [KD 3.091 (3.185)] 2024-10-17 12:30:51,516 - Train: 49.84% [623500/1251000] [498.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001522] [CE 4.000 (4.189)] [KD 3.234 (3.165)] 2024-10-17 12:31:03,496 - Train: 49.84% [623550/1251000] [498.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001522] [CE 3.795 (4.228)] [KD 3.108 (3.147)] 2024-10-17 12:31:15,592 - Train: 49.85% [623600/1251000] [498.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001522] [CE 3.573 (4.115)] [KD 3.010 (3.134)] 2024-10-17 12:31:28,090 - Train: 49.85% [623650/1251000] [498.5/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001522] [CE 4.495 (4.164)] [KD 3.333 (3.134)] 2024-10-17 12:31:40,310 - Train: 49.86% [623700/1251000] [498.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001522] [CE 4.024 (4.193)] [KD 3.159 (3.191)] 2024-10-17 12:31:52,696 - Train: 49.86% [623750/1251000] [498.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001522] [CE 4.219 (4.239)] [KD 3.243 (3.229)] 2024-10-17 12:32:05,057 - Train: 49.86% [623800/1251000] [498.6/1000.0] [batch_t 0.323 (0.247)] [data_t 0.009] [optim_t 0.314] [lr 0.001521] [CE 3.926 (4.139)] [KD 3.120 (3.108)] 2024-10-17 12:32:17,126 - Train: 49.87% [623850/1251000] [498.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001521] [CE 4.065 (4.168)] [KD 2.937 (3.162)] 2024-10-17 12:32:29,190 - Train: 49.87% [623900/1251000] [498.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001521] [CE 4.527 (4.172)] [KD 3.154 (3.142)] 2024-10-17 12:32:41,206 - Train: 49.88% [623950/1251000] [498.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001521] [CE 4.292 (4.165)] [KD 3.310 (3.197)] 2024-10-17 12:32:53,080 - Train: 49.88% [624000/1251000] [498.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001521] [CE 4.179 (4.200)] [KD 3.189 (3.206)] 2024-10-17 12:33:05,444 - Train: 49.88% [624050/1251000] [498.8/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.001520] [CE 4.130 (4.231)] [KD 3.032 (3.182)] 2024-10-17 12:33:17,718 - Train: 49.89% [624100/1251000] [498.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001520] [CE 4.184 (4.193)] [KD 3.172 (3.201)] 2024-10-17 12:33:29,775 - Train: 49.89% [624150/1251000] [498.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001520] [CE 3.817 (4.206)] [KD 2.977 (3.183)] 2024-10-17 12:33:41,820 - Train: 49.90% [624200/1251000] [499.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001520] [CE 4.298 (4.246)] [KD 3.204 (3.187)] 2024-10-17 12:34:05,862 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 38233] [top5_cnt 46737] [top_all 50000] 2024-10-17 12:34:05,862 - net: 76.466 (93.474) 2024-10-17 12:34:18,283 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40073] [top5_cnt 47542] [top_all 50000] 2024-10-17 12:34:18,283 - net_E: 80.146 (95.084) 2024-10-17 12:34:18,430 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:34:18,430 - ==> Total time: 1 day, 21:20:59 Eta: 1 day, 21:31:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:34:22,300 - Train: 49.90% [624250/1251000] [499.0/1000.0] [batch_t 2.556 (2.556)] [data_t 2.011] [optim_t 0.546] [lr 0.001520] [CE 4.529 (4.529)] [KD 3.264 (3.264)] 2024-10-17 12:34:34,675 - Train: 49.90% [624300/1251000] [499.0/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001519] [CE 4.061 (4.166)] [KD 3.222 (3.145)] 2024-10-17 12:34:46,554 - Train: 49.91% [624350/1251000] [499.1/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001519] [CE 4.196 (4.232)] [KD 3.271 (3.191)] 2024-10-17 12:34:58,586 - Train: 49.91% [624400/1251000] [499.1/1000.0] [batch_t 0.382 (0.241)] [data_t 0.009] [optim_t 0.373] [lr 0.001519] [CE 4.150 (4.127)] [KD 3.159 (3.149)] 2024-10-17 12:35:10,652 - Train: 49.92% [624450/1251000] [499.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001519] [CE 3.983 (4.173)] [KD 3.102 (3.164)] 2024-10-17 12:35:23,116 - Train: 49.92% [624500/1251000] [499.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001519] [CE 3.879 (4.243)] [KD 3.144 (3.207)] 2024-10-17 12:35:35,045 - Train: 49.92% [624550/1251000] [499.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001519] [CE 4.377 (4.159)] [KD 3.314 (3.116)] 2024-10-17 12:35:47,233 - Train: 49.93% [624600/1251000] [499.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001518] [CE 4.212 (4.253)] [KD 2.991 (3.149)] 2024-10-17 12:35:59,229 - Train: 49.93% [624650/1251000] [499.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001518] [CE 4.365 (4.186)] [KD 3.182 (3.157)] 2024-10-17 12:36:11,377 - Train: 49.94% [624700/1251000] [499.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001518] [CE 4.248 (4.200)] [KD 3.236 (3.220)] 2024-10-17 12:36:23,475 - Train: 49.94% [624750/1251000] [499.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001518] [CE 4.220 (4.174)] [KD 3.266 (3.137)] 2024-10-17 12:36:35,751 - Train: 49.94% [624800/1251000] [499.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001518] [CE 4.449 (4.135)] [KD 3.354 (3.123)] 2024-10-17 12:36:47,559 - Train: 49.95% [624850/1251000] [499.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001517] [CE 4.684 (4.228)] [KD 3.398 (3.168)] 2024-10-17 12:36:59,762 - Train: 49.95% [624900/1251000] [499.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001517] [CE 4.316 (4.239)] [KD 3.318 (3.185)] 2024-10-17 12:37:11,762 - Train: 49.96% [624950/1251000] [499.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001517] [CE 3.827 (4.225)] [KD 3.010 (3.186)] 2024-10-17 12:37:23,559 - Train: 49.96% [625000/1251000] [499.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001517] [CE 4.119 (4.114)] [KD 2.909 (3.092)] 2024-10-17 12:37:35,555 - Train: 49.96% [625050/1251000] [499.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001517] [CE 3.655 (4.138)] [KD 2.843 (3.113)] 2024-10-17 12:37:47,678 - Train: 49.97% [625100/1251000] [499.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001516] [CE 4.291 (4.220)] [KD 3.298 (3.193)] 2024-10-17 12:37:59,723 - Train: 49.97% [625150/1251000] [499.7/1000.0] [batch_t 0.372 (0.241)] [data_t 0.009] [optim_t 0.363] [lr 0.001516] [CE 4.169 (4.197)] [KD 3.088 (3.194)] 2024-10-17 12:38:12,003 - Train: 49.98% [625200/1251000] [499.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001516] [CE 3.881 (4.218)] [KD 2.975 (3.178)] 2024-10-17 12:38:24,382 - Train: 49.98% [625250/1251000] [499.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001516] [CE 3.938 (4.207)] [KD 3.100 (3.164)] 2024-10-17 12:38:36,361 - Train: 49.98% [625300/1251000] [499.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001516] [CE 4.453 (4.166)] [KD 3.338 (3.148)] 2024-10-17 12:38:48,324 - Train: 49.99% [625350/1251000] [499.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001516] [CE 4.541 (4.196)] [KD 3.347 (3.189)] 2024-10-17 12:39:00,307 - Train: 49.99% [625400/1251000] [499.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.001515] [CE 4.560 (4.225)] [KD 3.290 (3.175)] 2024-10-17 12:39:12,823 - Train: 50.00% [625450/1251000] [500.0/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001515] [CE 4.391 (4.200)] [KD 3.113 (3.137)] 2024-10-17 12:39:24,988 - Train: 50.00% [625500/1251000] [500.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001515] [CE 3.774 (4.118)] [KD 2.844 (3.106)] 2024-10-17 12:39:37,401 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38433] [top5_cnt 46892] [top_all 50000] 2024-10-17 12:39:37,401 - net: 76.866 (93.784) 2024-10-17 12:39:49,817 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40048] [top5_cnt 47561] [top_all 50000] 2024-10-17 12:39:49,818 - net_E: 80.096 (95.122) 2024-10-17 12:39:49,947 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:39:49,947 - ==> Total time: 1 day, 21:26:30 Eta: 1 day, 21:26:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:40:05,922 - Train: 50.00% [625550/1251000] [500.0/1000.0] [batch_t 0.236 (0.288)] [data_t 0.009] [optim_t 0.227] [lr 0.001515] [CE 3.635 (4.081)] [KD 3.021 (3.087)] 2024-10-17 12:40:17,916 - Train: 50.01% [625600/1251000] [500.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001515] [CE 3.786 (4.121)] [KD 2.909 (3.108)] 2024-10-17 12:40:30,107 - Train: 50.01% [625650/1251000] [500.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001514] [CE 4.546 (4.174)] [KD 3.217 (3.120)] 2024-10-17 12:40:41,949 - Train: 50.02% [625700/1251000] [500.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001514] [CE 4.400 (4.148)] [KD 3.303 (3.116)] 2024-10-17 12:40:54,450 - Train: 50.02% [625750/1251000] [500.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001514] [CE 3.716 (4.234)] [KD 2.950 (3.200)] 2024-10-17 12:41:06,735 - Train: 50.02% [625800/1251000] [500.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001514] [CE 4.286 (4.205)] [KD 3.233 (3.199)] 2024-10-17 12:41:18,582 - Train: 50.03% [625850/1251000] [500.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001514] [CE 4.080 (4.245)] [KD 3.176 (3.201)] 2024-10-17 12:41:30,431 - Train: 50.03% [625900/1251000] [500.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001514] [CE 4.618 (4.182)] [KD 3.412 (3.151)] 2024-10-17 12:41:42,302 - Train: 50.04% [625950/1251000] [500.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001513] [CE 4.872 (4.265)] [KD 3.441 (3.181)] 2024-10-17 12:41:54,356 - Train: 50.04% [626000/1251000] [500.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001513] [CE 4.060 (4.174)] [KD 3.237 (3.188)] 2024-10-17 12:42:06,595 - Train: 50.04% [626050/1251000] [500.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001513] [CE 3.860 (4.223)] [KD 2.949 (3.216)] 2024-10-17 12:42:18,760 - Train: 50.05% [626100/1251000] [500.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001513] [CE 4.028 (4.095)] [KD 2.794 (3.134)] 2024-10-17 12:42:30,964 - Train: 50.05% [626150/1251000] [500.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001513] [CE 3.622 (4.233)] [KD 3.042 (3.179)] 2024-10-17 12:42:43,003 - Train: 50.06% [626200/1251000] [500.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001512] [CE 3.903 (4.134)] [KD 3.183 (3.126)] 2024-10-17 12:42:54,920 - Train: 50.06% [626250/1251000] [500.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001512] [CE 4.288 (4.218)] [KD 3.387 (3.178)] 2024-10-17 12:43:07,276 - Train: 50.06% [626300/1251000] [500.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001512] [CE 4.327 (4.110)] [KD 3.304 (3.131)] 2024-10-17 12:43:19,568 - Train: 50.07% [626350/1251000] [500.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001512] [CE 4.396 (4.223)] [KD 3.361 (3.167)] 2024-10-17 12:43:31,445 - Train: 50.07% [626400/1251000] [500.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001512] [CE 4.225 (4.165)] [KD 2.933 (3.140)] 2024-10-17 12:43:43,690 - Train: 50.08% [626450/1251000] [500.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001511] [CE 4.287 (4.187)] [KD 3.287 (3.157)] 2024-10-17 12:43:55,834 - Train: 50.08% [626500/1251000] [500.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001511] [CE 3.874 (4.195)] [KD 3.110 (3.175)] 2024-10-17 12:44:07,971 - Train: 50.08% [626550/1251000] [500.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001511] [CE 4.219 (4.139)] [KD 3.338 (3.138)] 2024-10-17 12:44:20,173 - Train: 50.09% [626600/1251000] [500.9/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001511] [CE 3.707 (4.239)] [KD 3.061 (3.171)] 2024-10-17 12:44:32,415 - Train: 50.09% [626650/1251000] [500.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001511] [CE 4.444 (4.209)] [KD 3.481 (3.204)] 2024-10-17 12:44:44,683 - Train: 50.10% [626700/1251000] [501.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001511] [CE 3.772 (4.152)] [KD 3.031 (3.158)] 2024-10-17 12:44:57,276 - Train: 50.10% [626750/1251000] [501.0/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001510] [CE 4.310 (4.196)] [KD 3.331 (3.180)] 2024-10-17 12:45:10,183 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 38378] [top5_cnt 46745] [top_all 50000] 2024-10-17 12:45:10,183 - net: 76.756 (93.490) 2024-10-17 12:45:22,461 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40031] [top5_cnt 47566] [top_all 50000] 2024-10-17 12:45:22,461 - net_E: 80.062 (95.132) 2024-10-17 12:45:22,595 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:45:22,595 - ==> Total time: 1 day, 21:32:03 Eta: 1 day, 21:21:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:45:37,938 - Train: 50.10% [626800/1251000] [501.0/1000.0] [batch_t 0.236 (0.285)] [data_t 0.009] [optim_t 0.227] [lr 0.001510] [CE 4.436 (4.203)] [KD 3.107 (3.201)] 2024-10-17 12:45:49,875 - Train: 50.11% [626850/1251000] [501.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001510] [CE 3.928 (4.239)] [KD 2.980 (3.145)] 2024-10-17 12:46:01,954 - Train: 50.11% [626900/1251000] [501.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001510] [CE 3.674 (4.127)] [KD 3.001 (3.092)] 2024-10-17 12:46:14,258 - Train: 50.12% [626950/1251000] [501.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001510] [CE 4.079 (4.112)] [KD 2.976 (3.110)] 2024-10-17 12:46:26,271 - Train: 50.12% [627000/1251000] [501.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001509] [CE 4.049 (4.212)] [KD 3.068 (3.164)] 2024-10-17 12:46:38,151 - Train: 50.12% [627050/1251000] [501.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001509] [CE 4.312 (4.241)] [KD 3.275 (3.198)] 2024-10-17 12:46:50,305 - Train: 50.13% [627100/1251000] [501.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001509] [CE 4.550 (4.197)] [KD 3.396 (3.144)] 2024-10-17 12:47:02,403 - Train: 50.13% [627150/1251000] [501.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001509] [CE 4.070 (4.212)] [KD 3.184 (3.146)] 2024-10-17 12:47:14,428 - Train: 50.14% [627200/1251000] [501.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001509] [CE 4.578 (4.228)] [KD 3.458 (3.173)] 2024-10-17 12:47:26,366 - Train: 50.14% [627250/1251000] [501.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001508] [CE 3.840 (4.102)] [KD 3.079 (3.146)] 2024-10-17 12:47:38,248 - Train: 50.14% [627300/1251000] [501.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001508] [CE 3.775 (4.198)] [KD 3.061 (3.159)] 2024-10-17 12:47:50,204 - Train: 50.15% [627350/1251000] [501.5/1000.0] [batch_t 0.317 (0.239)] [data_t 0.009] [optim_t 0.308] [lr 0.001508] [CE 4.096 (4.159)] [KD 3.159 (3.133)] 2024-10-17 12:48:02,229 - Train: 50.15% [627400/1251000] [501.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001508] [CE 4.098 (4.192)] [KD 3.153 (3.195)] 2024-10-17 12:48:14,366 - Train: 50.16% [627450/1251000] [501.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001508] [CE 4.152 (4.158)] [KD 3.355 (3.161)] 2024-10-17 12:48:26,304 - Train: 50.16% [627500/1251000] [501.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001508] [CE 4.276 (4.250)] [KD 3.377 (3.212)] 2024-10-17 12:48:38,446 - Train: 50.16% [627550/1251000] [501.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001507] [CE 4.560 (4.163)] [KD 3.401 (3.117)] 2024-10-17 12:48:50,416 - Train: 50.17% [627600/1251000] [501.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001507] [CE 4.424 (4.257)] [KD 3.425 (3.210)] 2024-10-17 12:49:02,301 - Train: 50.17% [627650/1251000] [501.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001507] [CE 4.208 (4.166)] [KD 3.440 (3.153)] 2024-10-17 12:49:14,186 - Train: 50.18% [627700/1251000] [501.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001507] [CE 3.462 (4.163)] [KD 2.818 (3.144)] 2024-10-17 12:49:26,486 - Train: 50.18% [627750/1251000] [501.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001507] [CE 4.547 (4.177)] [KD 3.377 (3.174)] 2024-10-17 12:49:38,430 - Train: 50.18% [627800/1251000] [501.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001506] [CE 3.766 (4.212)] [KD 2.975 (3.123)] 2024-10-17 12:49:50,396 - Train: 50.19% [627850/1251000] [501.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001506] [CE 3.926 (4.186)] [KD 2.867 (3.158)] 2024-10-17 12:50:02,199 - Train: 50.19% [627900/1251000] [501.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001506] [CE 4.278 (4.140)] [KD 3.169 (3.190)] 2024-10-17 12:50:14,472 - Train: 50.20% [627950/1251000] [502.0/1000.0] [batch_t 0.371 (0.245)] [data_t 0.009] [optim_t 0.362] [lr 0.001506] [CE 4.242 (4.172)] [KD 3.207 (3.166)] 2024-10-17 12:50:26,283 - Train: 50.20% [628000/1251000] [502.0/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.001506] [CE 4.243 (4.183)] [KD 3.140 (3.198)] 2024-10-17 12:50:39,230 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 38249] [top5_cnt 46721] [top_all 50000] 2024-10-17 12:50:39,230 - net: 76.498 (93.442) 2024-10-17 12:50:51,679 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40052] [top5_cnt 47590] [top_all 50000] 2024-10-17 12:50:51,679 - net_E: 80.104 (95.180) 2024-10-17 12:50:51,815 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:50:51,816 - ==> Total time: 1 day, 21:37:32 Eta: 1 day, 21:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:51:07,138 - Train: 50.20% [628050/1251000] [502.0/1000.0] [batch_t 0.441 (0.294)] [data_t 0.009] [optim_t 0.432] [lr 0.001505] [CE 4.282 (4.172)] [KD 3.239 (3.152)] 2024-10-17 12:51:19,083 - Train: 50.21% [628100/1251000] [502.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001505] [CE 4.232 (4.258)] [KD 3.090 (3.205)] 2024-10-17 12:51:31,465 - Train: 50.21% [628150/1251000] [502.1/1000.0] [batch_t 0.441 (0.248)] [data_t 0.009] [optim_t 0.432] [lr 0.001505] [CE 4.307 (4.179)] [KD 3.276 (3.139)] 2024-10-17 12:51:43,200 - Train: 50.22% [628200/1251000] [502.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001505] [CE 4.427 (4.259)] [KD 3.148 (3.202)] 2024-10-17 12:51:55,090 - Train: 50.22% [628250/1251000] [502.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001505] [CE 3.708 (4.220)] [KD 3.107 (3.202)] 2024-10-17 12:52:07,431 - Train: 50.22% [628300/1251000] [502.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001505] [CE 4.531 (4.212)] [KD 3.186 (3.184)] 2024-10-17 12:52:19,543 - Train: 50.23% [628350/1251000] [502.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001504] [CE 3.668 (4.162)] [KD 3.059 (3.158)] 2024-10-17 12:52:31,688 - Train: 50.23% [628400/1251000] [502.3/1000.0] [batch_t 0.273 (0.243)] [data_t 0.009] [optim_t 0.264] [lr 0.001504] [CE 4.111 (4.186)] [KD 3.108 (3.152)] 2024-10-17 12:52:43,819 - Train: 50.24% [628450/1251000] [502.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001504] [CE 4.133 (4.201)] [KD 3.076 (3.160)] 2024-10-17 12:52:56,301 - Train: 50.24% [628500/1251000] [502.4/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001504] [CE 4.389 (4.170)] [KD 3.219 (3.109)] 2024-10-17 12:53:08,722 - Train: 50.24% [628550/1251000] [502.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001504] [CE 4.021 (4.152)] [KD 3.198 (3.126)] 2024-10-17 12:53:20,754 - Train: 50.25% [628600/1251000] [502.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001503] [CE 4.302 (4.189)] [KD 3.315 (3.167)] 2024-10-17 12:53:33,256 - Train: 50.25% [628650/1251000] [502.5/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001503] [CE 4.476 (4.232)] [KD 3.309 (3.200)] 2024-10-17 12:53:45,287 - Train: 50.26% [628700/1251000] [502.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001503] [CE 4.464 (4.151)] [KD 2.982 (3.136)] 2024-10-17 12:53:57,521 - Train: 50.26% [628750/1251000] [502.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001503] [CE 4.262 (4.130)] [KD 3.188 (3.112)] 2024-10-17 12:54:09,921 - Train: 50.26% [628800/1251000] [502.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001503] [CE 3.879 (4.208)] [KD 2.977 (3.162)] 2024-10-17 12:54:22,078 - Train: 50.27% [628850/1251000] [502.7/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.001503] [CE 4.241 (4.210)] [KD 3.315 (3.183)] 2024-10-17 12:54:34,588 - Train: 50.27% [628900/1251000] [502.7/1000.0] [batch_t 0.294 (0.250)] [data_t 0.009] [optim_t 0.285] [lr 0.001502] [CE 3.809 (4.245)] [KD 2.815 (3.236)] 2024-10-17 12:54:47,057 - Train: 50.28% [628950/1251000] [502.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001502] [CE 4.491 (4.124)] [KD 3.284 (3.136)] 2024-10-17 12:54:59,241 - Train: 50.28% [629000/1251000] [502.8/1000.0] [batch_t 0.287 (0.244)] [data_t 0.009] [optim_t 0.278] [lr 0.001502] [CE 4.065 (4.218)] [KD 2.979 (3.137)] 2024-10-17 12:55:11,732 - Train: 50.28% [629050/1251000] [502.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001502] [CE 3.642 (4.182)] [KD 2.795 (3.129)] 2024-10-17 12:55:24,125 - Train: 50.29% [629100/1251000] [502.9/1000.0] [batch_t 0.275 (0.248)] [data_t 0.009] [optim_t 0.266] [lr 0.001502] [CE 4.159 (4.194)] [KD 3.068 (3.170)] 2024-10-17 12:55:36,561 - Train: 50.29% [629150/1251000] [502.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001501] [CE 4.457 (4.296)] [KD 3.287 (3.218)] 2024-10-17 12:55:48,885 - Train: 50.30% [629200/1251000] [503.0/1000.0] [batch_t 0.307 (0.246)] [data_t 0.009] [optim_t 0.299] [lr 0.001501] [CE 4.457 (4.226)] [KD 3.192 (3.163)] 2024-10-17 12:56:01,357 - Train: 50.30% [629250/1251000] [503.0/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001501] [CE 4.066 (4.186)] [KD 3.055 (3.199)] 2024-10-17 12:56:14,379 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38450] [top5_cnt 46822] [top_all 50000] 2024-10-17 12:56:14,379 - net: 76.900 (93.644) 2024-10-17 12:56:26,783 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40057] [top5_cnt 47601] [top_all 50000] 2024-10-17 12:56:26,784 - net_E: 80.114 (95.202) 2024-10-17 12:56:26,912 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 12:56:26,913 - ==> Total time: 1 day, 21:43:07 Eta: 1 day, 21:10:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 12:56:42,214 - Train: 50.30% [629300/1251000] [503.0/1000.0] [batch_t 0.238 (0.297)] [data_t 0.009] [optim_t 0.229] [lr 0.001501] [CE 4.047 (4.167)] [KD 3.060 (3.115)] 2024-10-17 12:56:54,312 - Train: 50.31% [629350/1251000] [503.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001501] [CE 3.911 (4.181)] [KD 3.134 (3.140)] 2024-10-17 12:57:06,445 - Train: 50.31% [629400/1251000] [503.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001500] [CE 4.197 (4.219)] [KD 3.168 (3.160)] 2024-10-17 12:57:18,378 - Train: 50.32% [629450/1251000] [503.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001500] [CE 3.985 (4.141)] [KD 2.931 (3.127)] 2024-10-17 12:57:30,318 - Train: 50.32% [629500/1251000] [503.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001500] [CE 4.245 (4.207)] [KD 3.356 (3.152)] 2024-10-17 12:57:42,306 - Train: 50.32% [629550/1251000] [503.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001500] [CE 3.883 (4.186)] [KD 2.980 (3.119)] 2024-10-17 12:57:54,463 - Train: 50.33% [629600/1251000] [503.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001500] [CE 4.311 (4.197)] [KD 3.164 (3.179)] 2024-10-17 12:58:06,444 - Train: 50.33% [629650/1251000] [503.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001500] [CE 4.329 (4.281)] [KD 3.266 (3.166)] 2024-10-17 12:58:18,494 - Train: 50.34% [629700/1251000] [503.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001499] [CE 4.247 (4.179)] [KD 3.284 (3.104)] 2024-10-17 12:58:30,249 - Train: 50.34% [629750/1251000] [503.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001499] [CE 4.211 (4.238)] [KD 3.024 (3.167)] 2024-10-17 12:58:42,515 - Train: 50.34% [629800/1251000] [503.4/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.001499] [CE 3.670 (4.132)] [KD 3.062 (3.149)] 2024-10-17 12:58:54,439 - Train: 50.35% [629850/1251000] [503.5/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.001499] [CE 4.299 (4.154)] [KD 3.065 (3.117)] 2024-10-17 12:59:06,436 - Train: 50.35% [629900/1251000] [503.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001499] [CE 4.298 (4.195)] [KD 3.313 (3.133)] 2024-10-17 12:59:18,359 - Train: 50.36% [629950/1251000] [503.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001498] [CE 4.039 (4.213)] [KD 3.116 (3.145)] 2024-10-17 12:59:30,756 - Train: 50.36% [630000/1251000] [503.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001498] [CE 4.117 (4.231)] [KD 3.255 (3.198)] 2024-10-17 12:59:42,747 - Train: 50.36% [630050/1251000] [503.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001498] [CE 4.000 (4.142)] [KD 2.988 (3.103)] 2024-10-17 12:59:54,920 - Train: 50.37% [630100/1251000] [503.7/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001498] [CE 3.878 (4.199)] [KD 3.057 (3.162)] 2024-10-17 13:00:06,928 - Train: 50.37% [630150/1251000] [503.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001498] [CE 4.518 (4.189)] [KD 3.555 (3.192)] 2024-10-17 13:00:19,160 - Train: 50.38% [630200/1251000] [503.8/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001497] [CE 4.313 (4.222)] [KD 3.116 (3.216)] 2024-10-17 13:00:31,438 - Train: 50.38% [630250/1251000] [503.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001497] [CE 4.056 (4.183)] [KD 2.973 (3.197)] 2024-10-17 13:00:43,667 - Train: 50.38% [630300/1251000] [503.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001497] [CE 4.123 (4.220)] [KD 3.112 (3.196)] 2024-10-17 13:00:55,860 - Train: 50.39% [630350/1251000] [503.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001497] [CE 4.079 (4.175)] [KD 3.093 (3.188)] 2024-10-17 13:01:08,178 - Train: 50.39% [630400/1251000] [503.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001497] [CE 4.487 (4.209)] [KD 3.226 (3.169)] 2024-10-17 13:01:20,311 - Train: 50.40% [630450/1251000] [504.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001497] [CE 4.336 (4.187)] [KD 3.161 (3.194)] 2024-10-17 13:01:32,164 - Train: 50.40% [630500/1251000] [504.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001496] [CE 4.462 (4.152)] [KD 3.367 (3.155)] 2024-10-17 13:01:45,498 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38451] [top5_cnt 46781] [top_all 50000] 2024-10-17 13:01:45,498 - net: 76.902 (93.562) 2024-10-17 13:01:57,715 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40053] [top5_cnt 47596] [top_all 50000] 2024-10-17 13:01:57,716 - net_E: 80.106 (95.192) 2024-10-17 13:01:57,851 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 13:01:57,852 - ==> Total time: 1 day, 21:48:38 Eta: 1 day, 21:05:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:02:13,024 - Train: 50.40% [630550/1251000] [504.0/1000.0] [batch_t 0.233 (0.303)] [data_t 0.009] [optim_t 0.224] [lr 0.001496] [CE 4.842 (4.162)] [KD 3.291 (3.159)] 2024-10-17 13:02:25,333 - Train: 50.41% [630600/1251000] [504.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001496] [CE 4.521 (4.165)] [KD 3.325 (3.153)] 2024-10-17 13:02:37,784 - Train: 50.41% [630650/1251000] [504.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001496] [CE 4.199 (4.188)] [KD 3.133 (3.162)] 2024-10-17 13:02:49,811 - Train: 50.42% [630700/1251000] [504.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001496] [CE 4.096 (4.156)] [KD 2.960 (3.102)] 2024-10-17 13:03:01,824 - Train: 50.42% [630750/1251000] [504.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001495] [CE 4.126 (4.118)] [KD 3.105 (3.069)] 2024-10-17 13:03:13,809 - Train: 50.42% [630800/1251000] [504.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001495] [CE 4.333 (4.234)] [KD 3.491 (3.218)] 2024-10-17 13:03:25,675 - Train: 50.43% [630850/1251000] [504.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001495] [CE 3.865 (4.156)] [KD 3.023 (3.149)] 2024-10-17 13:03:37,532 - Train: 50.43% [630900/1251000] [504.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001495] [CE 4.204 (4.093)] [KD 2.853 (3.088)] 2024-10-17 13:03:50,062 - Train: 50.44% [630950/1251000] [504.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001495] [CE 3.983 (4.191)] [KD 3.075 (3.136)] 2024-10-17 13:04:02,135 - Train: 50.44% [631000/1251000] [504.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001494] [CE 4.828 (4.150)] [KD 3.358 (3.116)] 2024-10-17 13:04:13,969 - Train: 50.44% [631050/1251000] [504.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001494] [CE 4.596 (4.172)] [KD 3.222 (3.150)] 2024-10-17 13:04:25,966 - Train: 50.45% [631100/1251000] [504.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001494] [CE 3.986 (4.197)] [KD 2.942 (3.176)] 2024-10-17 13:04:37,984 - Train: 50.45% [631150/1251000] [504.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001494] [CE 4.375 (4.261)] [KD 3.424 (3.216)] 2024-10-17 13:04:50,032 - Train: 50.46% [631200/1251000] [504.6/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001494] [CE 4.088 (4.161)] [KD 3.069 (3.129)] 2024-10-17 13:05:02,087 - Train: 50.46% [631250/1251000] [504.6/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001494] [CE 3.749 (4.146)] [KD 2.998 (3.135)] 2024-10-17 13:05:14,529 - Train: 50.46% [631300/1251000] [504.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001493] [CE 3.560 (4.224)] [KD 2.773 (3.204)] 2024-10-17 13:05:26,737 - Train: 50.47% [631350/1251000] [504.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001493] [CE 3.982 (4.161)] [KD 3.117 (3.155)] 2024-10-17 13:05:39,035 - Train: 50.47% [631400/1251000] [504.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001493] [CE 4.459 (4.123)] [KD 3.372 (3.127)] 2024-10-17 13:05:50,980 - Train: 50.48% [631450/1251000] [504.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001493] [CE 4.650 (4.234)] [KD 3.242 (3.159)] 2024-10-17 13:06:02,939 - Train: 50.48% [631500/1251000] [504.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001493] [CE 3.640 (4.186)] [KD 2.912 (3.158)] 2024-10-17 13:06:15,206 - Train: 50.48% [631550/1251000] [504.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001492] [CE 4.173 (4.146)] [KD 2.986 (3.155)] 2024-10-17 13:06:27,870 - Train: 50.49% [631600/1251000] [504.9/1000.0] [batch_t 0.376 (0.253)] [data_t 0.009] [optim_t 0.367] [lr 0.001492] [CE 4.115 (4.230)] [KD 2.982 (3.157)] 2024-10-17 13:06:39,909 - Train: 50.49% [631650/1251000] [504.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001492] [CE 4.761 (4.133)] [KD 3.362 (3.061)] 2024-10-17 13:06:51,997 - Train: 50.50% [631700/1251000] [505.0/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001492] [CE 4.390 (4.283)] [KD 2.987 (3.240)] 2024-10-17 13:07:03,960 - Train: 50.50% [631750/1251000] [505.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001492] [CE 3.911 (4.138)] [KD 2.977 (3.145)] 2024-10-17 13:07:17,707 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 38366] [top5_cnt 46799] [top_all 50000] 2024-10-17 13:07:17,707 - net: 76.732 (93.598) 2024-10-17 13:07:30,033 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40045] [top5_cnt 47595] [top_all 50000] 2024-10-17 13:07:30,034 - net_E: 80.090 (95.190) 2024-10-17 13:07:30,184 - Max [top1: 76.902 (epoch: 486)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 13:07:30,184 - ==> Total time: 1 day, 21:54:10 Eta: 1 day, 20:59:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:07:44,829 - Train: 50.50% [631800/1251000] [505.0/1000.0] [batch_t 0.236 (0.297)] [data_t 0.009] [optim_t 0.227] [lr 0.001492] [CE 4.331 (4.120)] [KD 3.208 (3.105)] 2024-10-17 13:07:56,798 - Train: 50.51% [631850/1251000] [505.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001491] [CE 4.265 (4.190)] [KD 3.079 (3.148)] 2024-10-17 13:08:09,480 - Train: 50.51% [631900/1251000] [505.1/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001491] [CE 4.170 (4.175)] [KD 3.123 (3.126)] 2024-10-17 13:08:21,705 - Train: 50.52% [631950/1251000] [505.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001491] [CE 4.567 (4.216)] [KD 3.304 (3.166)] 2024-10-17 13:08:33,937 - Train: 50.52% [632000/1251000] [505.2/1000.0] [batch_t 0.251 (0.245)] [data_t 0.009] [optim_t 0.242] [lr 0.001491] [CE 4.247 (4.180)] [KD 3.175 (3.104)] 2024-10-17 13:08:46,526 - Train: 50.52% [632050/1251000] [505.2/1000.0] [batch_t 0.263 (0.252)] [data_t 0.009] [optim_t 0.253] [lr 0.001491] [CE 4.289 (4.251)] [KD 3.325 (3.146)] 2024-10-17 13:08:58,886 - Train: 50.53% [632100/1251000] [505.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001490] [CE 4.817 (4.197)] [KD 3.214 (3.169)] 2024-10-17 13:09:11,345 - Train: 50.53% [632150/1251000] [505.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001490] [CE 3.924 (4.196)] [KD 3.068 (3.104)] 2024-10-17 13:09:23,640 - Train: 50.54% [632200/1251000] [505.4/1000.0] [batch_t 0.282 (0.246)] [data_t 0.009] [optim_t 0.274] [lr 0.001490] [CE 4.426 (4.223)] [KD 3.414 (3.143)] 2024-10-17 13:09:35,945 - Train: 50.54% [632250/1251000] [505.4/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.001490] [CE 3.493 (4.167)] [KD 2.735 (3.115)] 2024-10-17 13:09:48,367 - Train: 50.54% [632300/1251000] [505.4/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.001490] [CE 4.433 (4.232)] [KD 3.171 (3.142)] 2024-10-17 13:10:01,059 - Train: 50.55% [632350/1251000] [505.5/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001489] [CE 4.402 (4.194)] [KD 3.366 (3.125)] 2024-10-17 13:10:13,372 - Train: 50.55% [632400/1251000] [505.5/1000.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.244] [lr 0.001489] [CE 4.535 (4.214)] [KD 3.211 (3.134)] 2024-10-17 13:10:25,891 - Train: 50.56% [632450/1251000] [505.6/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001489] [CE 4.561 (4.112)] [KD 3.225 (3.147)] 2024-10-17 13:10:38,414 - Train: 50.56% [632500/1251000] [505.6/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001489] [CE 4.143 (4.189)] [KD 3.100 (3.146)] 2024-10-17 13:10:50,502 - Train: 50.56% [632550/1251000] [505.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001489] [CE 4.111 (4.190)] [KD 3.237 (3.168)] 2024-10-17 13:11:02,787 - Train: 50.57% [632600/1251000] [505.7/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.001489] [CE 4.332 (4.177)] [KD 3.263 (3.150)] 2024-10-17 13:11:15,220 - Train: 50.57% [632650/1251000] [505.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001488] [CE 4.001 (4.170)] [KD 2.971 (3.124)] 2024-10-17 13:11:27,655 - Train: 50.58% [632700/1251000] [505.8/1000.0] [batch_t 0.260 (0.249)] [data_t 0.009] [optim_t 0.251] [lr 0.001488] [CE 4.187 (4.189)] [KD 3.253 (3.152)] 2024-10-17 13:11:40,116 - Train: 50.58% [632750/1251000] [505.8/1000.0] [batch_t 0.380 (0.249)] [data_t 0.009] [optim_t 0.371] [lr 0.001488] [CE 3.857 (4.195)] [KD 2.989 (3.083)] 2024-10-17 13:11:52,085 - Train: 50.58% [632800/1251000] [505.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001488] [CE 4.452 (4.219)] [KD 3.361 (3.142)] 2024-10-17 13:12:04,368 - Train: 50.59% [632850/1251000] [505.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001488] [CE 4.130 (4.142)] [KD 3.067 (3.131)] 2024-10-17 13:12:16,743 - Train: 50.59% [632900/1251000] [505.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001487] [CE 4.268 (4.123)] [KD 3.365 (3.096)] 2024-10-17 13:12:29,157 - Train: 50.60% [632950/1251000] [506.0/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001487] [CE 4.305 (4.148)] [KD 3.163 (3.122)] 2024-10-17 13:12:41,444 - Train: 50.60% [633000/1251000] [506.0/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001487] [CE 4.408 (4.174)] [KD 3.288 (3.138)] 2024-10-17 13:12:55,035 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38582] [top5_cnt 46866] [top_all 50000] 2024-10-17 13:12:55,035 - net: 77.164 (93.732) 2024-10-17 13:13:07,513 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40077] [top5_cnt 47575] [top_all 50000] 2024-10-17 13:13:07,513 - net_E: 80.154 (95.150) 2024-10-17 13:13:07,640 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 13:13:07,641 - ==> Total time: 1 day, 21:59:48 Eta: 1 day, 20:54:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:13:24,235 - Train: 50.60% [633050/1251000] [506.0/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.001487] [CE 4.453 (4.225)] [KD 3.407 (3.146)] 2024-10-17 13:13:36,391 - Train: 50.61% [633100/1251000] [506.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001487] [CE 3.629 (4.127)] [KD 2.897 (3.136)] 2024-10-17 13:13:48,501 - Train: 50.61% [633150/1251000] [506.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001486] [CE 4.359 (4.273)] [KD 3.247 (3.182)] 2024-10-17 13:14:00,595 - Train: 50.62% [633200/1251000] [506.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001486] [CE 4.088 (4.191)] [KD 3.090 (3.155)] 2024-10-17 13:14:12,796 - Train: 50.62% [633250/1251000] [506.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001486] [CE 4.187 (4.239)] [KD 3.240 (3.163)] 2024-10-17 13:14:25,026 - Train: 50.62% [633300/1251000] [506.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001486] [CE 4.501 (4.169)] [KD 3.200 (3.127)] 2024-10-17 13:14:36,857 - Train: 50.63% [633350/1251000] [506.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001486] [CE 3.947 (4.229)] [KD 2.947 (3.151)] 2024-10-17 13:14:48,831 - Train: 50.63% [633400/1251000] [506.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001486] [CE 3.947 (4.172)] [KD 3.091 (3.153)] 2024-10-17 13:15:00,956 - Train: 50.64% [633450/1251000] [506.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.001485] [CE 3.754 (4.166)] [KD 2.978 (3.158)] 2024-10-17 13:15:13,208 - Train: 50.64% [633500/1251000] [506.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001485] [CE 4.340 (4.244)] [KD 3.321 (3.116)] 2024-10-17 13:15:25,161 - Train: 50.64% [633550/1251000] [506.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001485] [CE 4.198 (4.246)] [KD 2.968 (3.201)] 2024-10-17 13:15:37,193 - Train: 50.65% [633600/1251000] [506.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001485] [CE 4.548 (4.201)] [KD 3.296 (3.153)] 2024-10-17 13:15:49,098 - Train: 50.65% [633650/1251000] [506.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001485] [CE 4.017 (4.219)] [KD 3.141 (3.145)] 2024-10-17 13:16:01,419 - Train: 50.66% [633700/1251000] [506.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001484] [CE 4.494 (4.256)] [KD 3.188 (3.201)] 2024-10-17 13:16:13,486 - Train: 50.66% [633750/1251000] [506.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001484] [CE 4.015 (4.176)] [KD 3.156 (3.129)] 2024-10-17 13:16:25,719 - Train: 50.66% [633800/1251000] [506.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001484] [CE 4.340 (4.234)] [KD 3.073 (3.185)] 2024-10-17 13:16:37,916 - Train: 50.67% [633850/1251000] [506.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001484] [CE 4.361 (4.179)] [KD 3.260 (3.176)] 2024-10-17 13:16:50,204 - Train: 50.67% [633900/1251000] [506.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001484] [CE 3.859 (4.145)] [KD 2.928 (3.167)] 2024-10-17 13:17:02,354 - Train: 50.68% [633950/1251000] [506.8/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.001483] [CE 3.865 (4.132)] [KD 2.966 (3.125)] 2024-10-17 13:17:14,542 - Train: 50.68% [634000/1251000] [506.8/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.001483] [CE 4.043 (4.204)] [KD 2.901 (3.131)] 2024-10-17 13:17:26,756 - Train: 50.68% [634050/1251000] [506.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001483] [CE 4.298 (4.202)] [KD 3.210 (3.162)] 2024-10-17 13:17:39,143 - Train: 50.69% [634100/1251000] [506.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001483] [CE 3.860 (4.135)] [KD 2.902 (3.143)] 2024-10-17 13:17:51,472 - Train: 50.69% [634150/1251000] [506.9/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001483] [CE 3.897 (4.157)] [KD 3.020 (3.149)] 2024-10-17 13:18:03,470 - Train: 50.70% [634200/1251000] [507.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001483] [CE 4.249 (4.138)] [KD 3.398 (3.149)] 2024-10-17 13:18:15,656 - Train: 50.70% [634250/1251000] [507.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001482] [CE 4.462 (4.152)] [KD 3.263 (3.147)] 2024-10-17 13:18:29,725 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38250] [top5_cnt 46723] [top_all 50000] 2024-10-17 13:18:29,726 - net: 76.500 (93.446) 2024-10-17 13:18:42,463 - Test (net_E): 100.00% [50/50] [batch_t 0.164 (0.248)] [top1_cnt 40094] [top5_cnt 47593] [top_all 50000] 2024-10-17 13:18:42,463 - net_E: 80.188 (95.186) 2024-10-17 13:18:42,612 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.274 (epoch: 491)] 2024-10-17 13:18:42,612 - ==> Total time: 1 day, 22:05:23 Eta: 1 day, 20:49:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:18:56,637 - Train: 50.70% [634300/1251000] [507.0/1000.0] [batch_t 0.237 (0.296)] [data_t 0.009] [optim_t 0.228] [lr 0.001482] [CE 3.989 (4.122)] [KD 3.174 (3.127)] 2024-10-17 13:19:08,929 - Train: 50.71% [634350/1251000] [507.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001482] [CE 4.140 (4.153)] [KD 3.282 (3.098)] 2024-10-17 13:19:21,355 - Train: 50.71% [634400/1251000] [507.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001482] [CE 4.563 (4.229)] [KD 3.387 (3.157)] 2024-10-17 13:19:33,161 - Train: 50.72% [634450/1251000] [507.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001482] [CE 3.847 (4.114)] [KD 2.976 (3.100)] 2024-10-17 13:19:45,383 - Train: 50.72% [634500/1251000] [507.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001481] [CE 4.312 (4.147)] [KD 3.262 (3.134)] 2024-10-17 13:19:57,506 - Train: 50.72% [634550/1251000] [507.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001481] [CE 4.001 (4.148)] [KD 3.091 (3.152)] 2024-10-17 13:20:09,876 - Train: 50.73% [634600/1251000] [507.3/1000.0] [batch_t 0.243 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.001481] [CE 4.347 (4.224)] [KD 3.157 (3.178)] 2024-10-17 13:20:22,469 - Train: 50.73% [634650/1251000] [507.3/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001481] [CE 3.980 (4.138)] [KD 3.017 (3.155)] 2024-10-17 13:20:34,635 - Train: 50.74% [634700/1251000] [507.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001481] [CE 4.175 (4.126)] [KD 3.340 (3.088)] 2024-10-17 13:20:46,695 - Train: 50.74% [634750/1251000] [507.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001481] [CE 4.285 (4.163)] [KD 3.252 (3.162)] 2024-10-17 13:20:59,141 - Train: 50.74% [634800/1251000] [507.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001480] [CE 4.492 (4.130)] [KD 3.364 (3.133)] 2024-10-17 13:21:11,087 - Train: 50.75% [634850/1251000] [507.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001480] [CE 4.097 (4.204)] [KD 3.032 (3.163)] 2024-10-17 13:21:23,065 - Train: 50.75% [634900/1251000] [507.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001480] [CE 4.305 (4.231)] [KD 3.342 (3.175)] 2024-10-17 13:21:35,457 - Train: 50.76% [634950/1251000] [507.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001480] [CE 4.407 (4.134)] [KD 3.121 (3.143)] 2024-10-17 13:21:47,726 - Train: 50.76% [635000/1251000] [507.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001480] [CE 4.133 (4.128)] [KD 3.086 (3.118)] 2024-10-17 13:21:59,823 - Train: 50.76% [635050/1251000] [507.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001479] [CE 3.390 (4.229)] [KD 2.615 (3.206)] 2024-10-17 13:22:12,309 - Train: 50.77% [635100/1251000] [507.7/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.001479] [CE 4.317 (4.241)] [KD 3.276 (3.190)] 2024-10-17 13:22:24,550 - Train: 50.77% [635150/1251000] [507.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001479] [CE 3.813 (4.134)] [KD 3.020 (3.087)] 2024-10-17 13:22:36,681 - Train: 50.78% [635200/1251000] [507.8/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001479] [CE 4.320 (4.186)] [KD 3.160 (3.109)] 2024-10-17 13:22:48,773 - Train: 50.78% [635250/1251000] [507.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001479] [CE 4.112 (4.151)] [KD 3.145 (3.141)] 2024-10-17 13:23:01,105 - Train: 50.78% [635300/1251000] [507.8/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001478] [CE 4.119 (4.127)] [KD 3.108 (3.132)] 2024-10-17 13:23:13,451 - Train: 50.79% [635350/1251000] [507.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001478] [CE 4.086 (4.217)] [KD 3.082 (3.193)] 2024-10-17 13:23:25,486 - Train: 50.79% [635400/1251000] [507.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001478] [CE 4.065 (4.152)] [KD 3.316 (3.168)] 2024-10-17 13:23:37,609 - Train: 50.80% [635450/1251000] [508.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001478] [CE 4.257 (4.210)] [KD 3.091 (3.171)] 2024-10-17 13:23:49,707 - Train: 50.80% [635500/1251000] [508.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001478] [CE 4.407 (4.185)] [KD 3.184 (3.181)] 2024-10-17 13:24:03,743 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38524] [top5_cnt 46878] [top_all 50000] 2024-10-17 13:24:03,743 - net: 77.048 (93.756) 2024-10-17 13:24:16,461 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40142] [top5_cnt 47597] [top_all 50000] 2024-10-17 13:24:16,462 - net_E: 80.284 (95.194) 2024-10-17 13:24:16,599 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.284 (epoch: 508)] 2024-10-17 13:24:16,599 - ==> Total time: 1 day, 22:10:57 Eta: 1 day, 20:43:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:24:32,868 - Train: 50.80% [635550/1251000] [508.0/1000.0] [batch_t 0.233 (0.269)] [data_t 0.009] [optim_t 0.224] [lr 0.001478] [CE 4.672 (4.248)] [KD 3.532 (3.124)] 2024-10-17 13:24:45,315 - Train: 50.81% [635600/1251000] [508.1/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.001477] [CE 4.200 (4.163)] [KD 3.157 (3.147)] 2024-10-17 13:24:57,466 - Train: 50.81% [635650/1251000] [508.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001477] [CE 4.624 (4.147)] [KD 3.348 (3.119)] 2024-10-17 13:25:09,436 - Train: 50.82% [635700/1251000] [508.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001477] [CE 4.238 (4.193)] [KD 3.303 (3.107)] 2024-10-17 13:25:21,249 - Train: 50.82% [635750/1251000] [508.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001477] [CE 4.410 (4.174)] [KD 3.276 (3.144)] 2024-10-17 13:25:33,580 - Train: 50.82% [635800/1251000] [508.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001477] [CE 3.922 (4.129)] [KD 2.949 (3.110)] 2024-10-17 13:25:45,950 - Train: 50.83% [635850/1251000] [508.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.001476] [CE 4.350 (4.176)] [KD 3.288 (3.147)] 2024-10-17 13:25:58,029 - Train: 50.83% [635900/1251000] [508.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001476] [CE 3.715 (4.218)] [KD 2.883 (3.121)] 2024-10-17 13:26:10,508 - Train: 50.84% [635950/1251000] [508.4/1000.0] [batch_t 0.368 (0.249)] [data_t 0.009] [optim_t 0.359] [lr 0.001476] [CE 4.425 (4.155)] [KD 3.236 (3.147)] 2024-10-17 13:26:22,652 - Train: 50.84% [636000/1251000] [508.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001476] [CE 3.914 (4.165)] [KD 3.047 (3.115)] 2024-10-17 13:26:34,775 - Train: 50.84% [636050/1251000] [508.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001476] [CE 3.974 (4.188)] [KD 3.114 (3.104)] 2024-10-17 13:26:46,919 - Train: 50.85% [636100/1251000] [508.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001475] [CE 4.559 (4.190)] [KD 3.367 (3.154)] 2024-10-17 13:26:58,897 - Train: 50.85% [636150/1251000] [508.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001475] [CE 4.174 (4.183)] [KD 2.892 (3.106)] 2024-10-17 13:27:11,668 - Train: 50.86% [636200/1251000] [508.6/1000.0] [batch_t 0.321 (0.255)] [data_t 0.009] [optim_t 0.312] [lr 0.001475] [CE 4.247 (4.194)] [KD 3.222 (3.100)] 2024-10-17 13:27:23,630 - Train: 50.86% [636250/1251000] [508.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001475] [CE 4.547 (4.193)] [KD 3.410 (3.156)] 2024-10-17 13:27:35,774 - Train: 50.86% [636300/1251000] [508.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001475] [CE 3.981 (4.137)] [KD 3.172 (3.143)] 2024-10-17 13:27:47,505 - Train: 50.87% [636350/1251000] [508.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001475] [CE 4.259 (4.240)] [KD 3.372 (3.164)] 2024-10-17 13:27:59,622 - Train: 50.87% [636400/1251000] [508.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001474] [CE 4.352 (4.260)] [KD 3.183 (3.159)] 2024-10-17 13:28:11,456 - Train: 50.88% [636450/1251000] [508.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001474] [CE 3.711 (4.155)] [KD 2.930 (3.102)] 2024-10-17 13:28:23,751 - Train: 50.88% [636500/1251000] [508.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001474] [CE 3.935 (4.194)] [KD 3.061 (3.129)] 2024-10-17 13:28:35,590 - Train: 50.88% [636550/1251000] [508.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001474] [CE 4.210 (4.156)] [KD 3.019 (3.127)] 2024-10-17 13:28:47,952 - Train: 50.89% [636600/1251000] [508.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001474] [CE 4.119 (4.196)] [KD 2.992 (3.136)] 2024-10-17 13:28:59,920 - Train: 50.89% [636650/1251000] [508.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001473] [CE 4.350 (4.212)] [KD 3.382 (3.170)] 2024-10-17 13:29:12,010 - Train: 50.90% [636700/1251000] [509.0/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001473] [CE 4.312 (4.280)] [KD 3.255 (3.216)] 2024-10-17 13:29:23,874 - Train: 50.90% [636750/1251000] [509.0/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.001473] [CE 4.126 (4.183)] [KD 3.158 (3.152)] 2024-10-17 13:29:38,255 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 38411] [top5_cnt 46753] [top_all 50000] 2024-10-17 13:29:38,255 - net: 76.822 (93.506) 2024-10-17 13:29:50,923 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40127] [top5_cnt 47578] [top_all 50000] 2024-10-17 13:29:50,924 - net_E: 80.254 (95.156) 2024-10-17 13:29:51,049 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.284 (epoch: 508)] 2024-10-17 13:29:51,049 - ==> Total time: 1 day, 22:16:31 Eta: 1 day, 20:38:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:30:05,226 - Train: 50.90% [636800/1251000] [509.0/1000.0] [batch_t 0.233 (0.313)] [data_t 0.009] [optim_t 0.224] [lr 0.001473] [CE 4.310 (4.149)] [KD 3.234 (3.150)] 2024-10-17 13:30:17,340 - Train: 50.91% [636850/1251000] [509.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001473] [CE 4.083 (4.256)] [KD 2.826 (3.187)] 2024-10-17 13:30:29,552 - Train: 50.91% [636900/1251000] [509.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001472] [CE 4.330 (4.125)] [KD 3.183 (3.073)] 2024-10-17 13:30:41,584 - Train: 50.92% [636950/1251000] [509.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001472] [CE 4.182 (4.208)] [KD 3.266 (3.137)] 2024-10-17 13:30:53,473 - Train: 50.92% [637000/1251000] [509.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001472] [CE 4.590 (4.230)] [KD 3.376 (3.183)] 2024-10-17 13:31:05,791 - Train: 50.92% [637050/1251000] [509.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001472] [CE 4.228 (4.221)] [KD 3.220 (3.152)] 2024-10-17 13:31:18,208 - Train: 50.93% [637100/1251000] [509.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001472] [CE 3.923 (4.204)] [KD 2.888 (3.126)] 2024-10-17 13:31:30,731 - Train: 50.93% [637150/1251000] [509.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.001472] [CE 4.580 (4.204)] [KD 3.185 (3.126)] 2024-10-17 13:31:43,505 - Train: 50.94% [637200/1251000] [509.4/1000.0] [batch_t 0.459 (0.255)] [data_t 0.009] [optim_t 0.450] [lr 0.001471] [CE 4.291 (4.183)] [KD 3.271 (3.139)] 2024-10-17 13:31:55,706 - Train: 50.94% [637250/1251000] [509.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001471] [CE 3.989 (4.211)] [KD 2.998 (3.136)] 2024-10-17 13:32:07,848 - Train: 50.94% [637300/1251000] [509.4/1000.0] [batch_t 0.259 (0.243)] [data_t 0.035] [optim_t 0.225] [lr 0.001471] [CE 4.611 (4.152)] [KD 3.305 (3.145)] 2024-10-17 13:32:20,683 - Train: 50.95% [637350/1251000] [509.5/1000.0] [batch_t 0.300 (0.257)] [data_t 0.076] [optim_t 0.224] [lr 0.001471] [CE 4.195 (4.171)] [KD 3.006 (3.141)] 2024-10-17 13:32:33,418 - Train: 50.95% [637400/1251000] [509.5/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001471] [CE 4.150 (4.195)] [KD 3.051 (3.149)] 2024-10-17 13:32:46,124 - Train: 50.96% [637450/1251000] [509.6/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.001470] [CE 4.231 (4.229)] [KD 3.266 (3.164)] 2024-10-17 13:32:58,760 - Train: 50.96% [637500/1251000] [509.6/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001470] [CE 4.366 (4.226)] [KD 3.170 (3.150)] 2024-10-17 13:33:11,194 - Train: 50.96% [637550/1251000] [509.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.001470] [CE 4.323 (4.148)] [KD 3.055 (3.080)] 2024-10-17 13:33:23,604 - Train: 50.97% [637600/1251000] [509.7/1000.0] [batch_t 0.369 (0.248)] [data_t 0.009] [optim_t 0.361] [lr 0.001470] [CE 4.176 (4.174)] [KD 3.003 (3.122)] 2024-10-17 13:33:36,409 - Train: 50.97% [637650/1251000] [509.7/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.001470] [CE 4.229 (4.195)] [KD 3.308 (3.114)] 2024-10-17 13:33:48,674 - Train: 50.98% [637700/1251000] [509.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.011] [optim_t 0.225] [lr 0.001470] [CE 4.451 (4.209)] [KD 3.296 (3.092)] 2024-10-17 13:34:00,980 - Train: 50.98% [637750/1251000] [509.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001469] [CE 4.647 (4.148)] [KD 3.368 (3.127)] 2024-10-17 13:34:13,616 - Train: 50.98% [637800/1251000] [509.8/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001469] [CE 3.701 (4.174)] [KD 2.922 (3.119)] 2024-10-17 13:34:25,786 - Train: 50.99% [637850/1251000] [509.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001469] [CE 3.844 (4.268)] [KD 2.863 (3.138)] 2024-10-17 13:34:38,079 - Train: 50.99% [637900/1251000] [509.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001469] [CE 3.754 (4.201)] [KD 2.855 (3.152)] 2024-10-17 13:34:50,112 - Train: 51.00% [637950/1251000] [510.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001469] [CE 4.139 (4.156)] [KD 2.839 (3.162)] 2024-10-17 13:35:02,382 - Train: 51.00% [638000/1251000] [510.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001468] [CE 4.396 (4.189)] [KD 3.363 (3.138)] 2024-10-17 13:35:17,491 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 38116] [top5_cnt 46672] [top_all 50000] 2024-10-17 13:35:17,491 - net: 76.232 (93.344) 2024-10-17 13:35:29,978 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40159] [top5_cnt 47579] [top_all 50000] 2024-10-17 13:35:29,979 - net_E: 80.318 (95.158) 2024-10-17 13:35:30,122 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.318 (epoch: 510)] 2024-10-17 13:35:30,122 - ==> Total time: 1 day, 22:22:10 Eta: 1 day, 20:33:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:35:45,891 - Train: 51.00% [638050/1251000] [510.0/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.001468] [CE 3.748 (4.178)] [KD 2.811 (3.103)] 2024-10-17 13:35:58,148 - Train: 51.01% [638100/1251000] [510.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001468] [CE 4.158 (4.152)] [KD 3.069 (3.075)] 2024-10-17 13:36:10,169 - Train: 51.01% [638150/1251000] [510.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001468] [CE 4.271 (4.207)] [KD 3.100 (3.168)] 2024-10-17 13:36:22,128 - Train: 51.02% [638200/1251000] [510.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001468] [CE 4.306 (4.115)] [KD 2.955 (3.108)] 2024-10-17 13:36:34,489 - Train: 51.02% [638250/1251000] [510.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001467] [CE 4.280 (4.143)] [KD 3.121 (3.102)] 2024-10-17 13:36:46,524 - Train: 51.02% [638300/1251000] [510.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001467] [CE 3.968 (4.206)] [KD 2.937 (3.090)] 2024-10-17 13:36:58,757 - Train: 51.03% [638350/1251000] [510.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001467] [CE 4.250 (4.195)] [KD 3.140 (3.157)] 2024-10-17 13:37:10,750 - Train: 51.03% [638400/1251000] [510.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001467] [CE 3.995 (4.158)] [KD 3.015 (3.145)] 2024-10-17 13:37:23,053 - Train: 51.04% [638450/1251000] [510.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001467] [CE 4.017 (4.159)] [KD 3.191 (3.148)] 2024-10-17 13:37:35,114 - Train: 51.04% [638500/1251000] [510.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001467] [CE 4.192 (4.189)] [KD 3.103 (3.142)] 2024-10-17 13:37:47,442 - Train: 51.04% [638550/1251000] [510.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001466] [CE 4.255 (4.096)] [KD 3.307 (3.122)] 2024-10-17 13:37:59,495 - Train: 51.05% [638600/1251000] [510.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001466] [CE 3.911 (4.128)] [KD 2.928 (3.117)] 2024-10-17 13:38:11,858 - Train: 51.05% [638650/1251000] [510.5/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001466] [CE 4.210 (4.224)] [KD 3.319 (3.214)] 2024-10-17 13:38:23,946 - Train: 51.06% [638700/1251000] [510.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001466] [CE 4.450 (4.165)] [KD 3.151 (3.173)] 2024-10-17 13:38:36,317 - Train: 51.06% [638750/1251000] [510.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001466] [CE 4.160 (4.257)] [KD 3.118 (3.204)] 2024-10-17 13:38:48,282 - Train: 51.06% [638800/1251000] [510.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001465] [CE 4.646 (4.197)] [KD 3.206 (3.169)] 2024-10-17 13:39:00,687 - Train: 51.07% [638850/1251000] [510.7/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001465] [CE 4.152 (4.233)] [KD 3.071 (3.168)] 2024-10-17 13:39:12,888 - Train: 51.07% [638900/1251000] [510.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001465] [CE 4.305 (4.147)] [KD 3.171 (3.086)] 2024-10-17 13:39:25,427 - Train: 51.08% [638950/1251000] [510.8/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.001465] [CE 4.049 (4.162)] [KD 2.874 (3.099)] 2024-10-17 13:39:37,554 - Train: 51.08% [639000/1251000] [510.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001465] [CE 4.173 (4.160)] [KD 3.267 (3.147)] 2024-10-17 13:39:49,854 - Train: 51.08% [639050/1251000] [510.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001464] [CE 3.966 (4.196)] [KD 3.211 (3.132)] 2024-10-17 13:40:02,193 - Train: 51.09% [639100/1251000] [510.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001464] [CE 4.064 (4.180)] [KD 2.905 (3.139)] 2024-10-17 13:40:14,567 - Train: 51.09% [639150/1251000] [510.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001464] [CE 4.194 (4.225)] [KD 3.179 (3.149)] 2024-10-17 13:40:26,674 - Train: 51.10% [639200/1251000] [511.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001464] [CE 3.708 (4.184)] [KD 2.678 (3.176)] 2024-10-17 13:40:39,282 - Train: 51.10% [639250/1251000] [511.0/1000.0] [batch_t 0.242 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.001464] [CE 3.641 (4.174)] [KD 2.978 (3.121)] 2024-10-17 13:40:54,314 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 38480] [top5_cnt 46731] [top_all 50000] 2024-10-17 13:40:54,314 - net: 76.960 (93.462) 2024-10-17 13:41:06,887 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40152] [top5_cnt 47583] [top_all 50000] 2024-10-17 13:41:06,887 - net_E: 80.304 (95.166) 2024-10-17 13:41:07,022 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.318 (epoch: 510)] 2024-10-17 13:41:07,022 - ==> Total time: 1 day, 22:27:47 Eta: 1 day, 20:27:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:41:20,351 - Train: 51.10% [639300/1251000] [511.0/1000.0] [batch_t 0.235 (0.306)] [data_t 0.009] [optim_t 0.226] [lr 0.001464] [CE 4.437 (4.112)] [KD 3.197 (3.079)] 2024-10-17 13:41:32,788 - Train: 51.11% [639350/1251000] [511.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001463] [CE 4.231 (4.188)] [KD 3.016 (3.131)] 2024-10-17 13:41:44,952 - Train: 51.11% [639400/1251000] [511.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001463] [CE 4.468 (4.121)] [KD 3.206 (3.126)] 2024-10-17 13:41:57,241 - Train: 51.12% [639450/1251000] [511.2/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001463] [CE 4.136 (4.135)] [KD 3.049 (3.072)] 2024-10-17 13:42:09,442 - Train: 51.12% [639500/1251000] [511.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001463] [CE 4.730 (4.183)] [KD 3.356 (3.113)] 2024-10-17 13:42:21,454 - Train: 51.12% [639550/1251000] [511.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001463] [CE 4.498 (4.215)] [KD 3.251 (3.149)] 2024-10-17 13:42:33,419 - Train: 51.13% [639600/1251000] [511.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.001462] [CE 4.670 (4.171)] [KD 3.469 (3.129)] 2024-10-17 13:42:45,725 - Train: 51.13% [639650/1251000] [511.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001462] [CE 3.843 (4.177)] [KD 3.114 (3.124)] 2024-10-17 13:42:57,696 - Train: 51.14% [639700/1251000] [511.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001462] [CE 4.408 (4.207)] [KD 3.107 (3.169)] 2024-10-17 13:43:09,904 - Train: 51.14% [639750/1251000] [511.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001462] [CE 4.130 (4.194)] [KD 3.041 (3.144)] 2024-10-17 13:43:21,918 - Train: 51.14% [639800/1251000] [511.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001462] [CE 4.452 (4.152)] [KD 3.210 (3.114)] 2024-10-17 13:43:33,932 - Train: 51.15% [639850/1251000] [511.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001462] [CE 4.084 (4.170)] [KD 3.028 (3.152)] 2024-10-17 13:43:45,874 - Train: 51.15% [639900/1251000] [511.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001461] [CE 3.916 (4.096)] [KD 3.067 (3.074)] 2024-10-17 13:43:58,091 - Train: 51.16% [639950/1251000] [511.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001461] [CE 3.947 (4.145)] [KD 3.077 (3.112)] 2024-10-17 13:44:10,156 - Train: 51.16% [640000/1251000] [511.6/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001461] [CE 4.286 (4.200)] [KD 3.096 (3.151)] 2024-10-17 13:44:22,441 - Train: 51.16% [640050/1251000] [511.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001461] [CE 4.043 (4.216)] [KD 3.112 (3.110)] 2024-10-17 13:44:34,763 - Train: 51.17% [640100/1251000] [511.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001461] [CE 4.191 (4.252)] [KD 3.064 (3.142)] 2024-10-17 13:44:46,847 - Train: 51.17% [640150/1251000] [511.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001460] [CE 4.681 (4.153)] [KD 3.387 (3.074)] 2024-10-17 13:44:58,841 - Train: 51.18% [640200/1251000] [511.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001460] [CE 4.566 (4.096)] [KD 3.335 (3.079)] 2024-10-17 13:45:10,936 - Train: 51.18% [640250/1251000] [511.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001460] [CE 4.020 (4.170)] [KD 3.107 (3.085)] 2024-10-17 13:45:22,892 - Train: 51.18% [640300/1251000] [511.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001460] [CE 4.134 (4.204)] [KD 3.292 (3.152)] 2024-10-17 13:45:34,940 - Train: 51.19% [640350/1251000] [511.9/1000.0] [batch_t 0.396 (0.241)] [data_t 0.009] [optim_t 0.388] [lr 0.001460] [CE 4.256 (4.180)] [KD 3.098 (3.142)] 2024-10-17 13:45:47,300 - Train: 51.19% [640400/1251000] [511.9/1000.0] [batch_t 0.380 (0.247)] [data_t 0.009] [optim_t 0.372] [lr 0.001459] [CE 4.597 (4.087)] [KD 3.230 (3.115)] 2024-10-17 13:45:59,349 - Train: 51.20% [640450/1251000] [512.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001459] [CE 3.980 (4.169)] [KD 3.087 (3.178)] 2024-10-17 13:46:11,603 - Train: 51.20% [640500/1251000] [512.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001459] [CE 4.425 (4.156)] [KD 3.387 (3.175)] 2024-10-17 13:46:26,740 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38391] [top5_cnt 46727] [top_all 50000] 2024-10-17 13:46:26,740 - net: 76.782 (93.454) 2024-10-17 13:46:39,275 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40155] [top5_cnt 47594] [top_all 50000] 2024-10-17 13:46:39,276 - net_E: 80.310 (95.188) 2024-10-17 13:46:39,408 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.318 (epoch: 510)] 2024-10-17 13:46:39,409 - ==> Total time: 1 day, 22:33:20 Eta: 1 day, 20:22:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:46:52,291 - Train: 51.20% [640550/1251000] [512.0/1000.0] [batch_t 0.238 (0.304)] [data_t 0.010] [optim_t 0.228] [lr 0.001459] [CE 4.400 (4.184)] [KD 3.168 (3.150)] 2024-10-17 13:47:04,748 - Train: 51.21% [640600/1251000] [512.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001459] [CE 4.300 (4.193)] [KD 3.297 (3.077)] 2024-10-17 13:47:16,954 - Train: 51.21% [640650/1251000] [512.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001459] [CE 3.925 (4.123)] [KD 2.926 (3.088)] 2024-10-17 13:47:28,936 - Train: 51.22% [640700/1251000] [512.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001458] [CE 3.830 (4.190)] [KD 2.937 (3.132)] 2024-10-17 13:47:40,887 - Train: 51.22% [640750/1251000] [512.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001458] [CE 3.998 (4.074)] [KD 2.768 (3.070)] 2024-10-17 13:47:53,100 - Train: 51.22% [640800/1251000] [512.2/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.001458] [CE 4.509 (4.144)] [KD 3.166 (3.106)] 2024-10-17 13:48:05,325 - Train: 51.23% [640850/1251000] [512.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001458] [CE 4.266 (4.244)] [KD 3.087 (3.157)] 2024-10-17 13:48:17,724 - Train: 51.23% [640900/1251000] [512.3/1000.0] [batch_t 0.302 (0.248)] [data_t 0.009] [optim_t 0.292] [lr 0.001458] [CE 3.969 (4.186)] [KD 2.803 (3.107)] 2024-10-17 13:48:29,857 - Train: 51.24% [640950/1251000] [512.4/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001457] [CE 3.819 (4.249)] [KD 2.911 (3.200)] 2024-10-17 13:48:42,371 - Train: 51.24% [641000/1251000] [512.4/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001457] [CE 4.321 (4.186)] [KD 3.307 (3.119)] 2024-10-17 13:48:54,429 - Train: 51.24% [641050/1251000] [512.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001457] [CE 3.621 (4.113)] [KD 2.766 (3.088)] 2024-10-17 13:49:06,611 - Train: 51.25% [641100/1251000] [512.5/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001457] [CE 4.171 (4.209)] [KD 3.122 (3.106)] 2024-10-17 13:49:18,683 - Train: 51.25% [641150/1251000] [512.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001457] [CE 4.514 (4.163)] [KD 3.413 (3.058)] 2024-10-17 13:49:31,160 - Train: 51.25% [641200/1251000] [512.5/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001456] [CE 4.325 (4.203)] [KD 3.234 (3.132)] 2024-10-17 13:49:43,594 - Train: 51.26% [641250/1251000] [512.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001456] [CE 4.415 (4.134)] [KD 3.296 (3.095)] 2024-10-17 13:49:55,794 - Train: 51.26% [641300/1251000] [512.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001456] [CE 3.916 (4.181)] [KD 2.917 (3.114)] 2024-10-17 13:50:07,734 - Train: 51.27% [641350/1251000] [512.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001456] [CE 4.235 (4.177)] [KD 3.064 (3.118)] 2024-10-17 13:50:19,938 - Train: 51.27% [641400/1251000] [512.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001456] [CE 4.090 (4.258)] [KD 3.122 (3.149)] 2024-10-17 13:50:32,350 - Train: 51.27% [641450/1251000] [512.7/1000.0] [batch_t 0.269 (0.248)] [data_t 0.009] [optim_t 0.260] [lr 0.001456] [CE 4.239 (4.169)] [KD 3.242 (3.110)] 2024-10-17 13:50:44,691 - Train: 51.28% [641500/1251000] [512.8/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001455] [CE 4.232 (4.147)] [KD 3.173 (3.109)] 2024-10-17 13:50:56,875 - Train: 51.28% [641550/1251000] [512.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001455] [CE 4.067 (4.189)] [KD 3.171 (3.150)] 2024-10-17 13:51:09,312 - Train: 51.29% [641600/1251000] [512.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001455] [CE 4.475 (4.268)] [KD 3.152 (3.158)] 2024-10-17 13:51:21,334 - Train: 51.29% [641650/1251000] [512.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001455] [CE 4.504 (4.187)] [KD 2.916 (3.101)] 2024-10-17 13:51:33,320 - Train: 51.29% [641700/1251000] [512.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001455] [CE 4.127 (4.246)] [KD 3.021 (3.113)] 2024-10-17 13:51:45,367 - Train: 51.30% [641750/1251000] [513.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001454] [CE 3.888 (4.226)] [KD 2.944 (3.180)] 2024-10-17 13:52:00,765 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38519] [top5_cnt 46812] [top_all 50000] 2024-10-17 13:52:00,765 - net: 77.038 (93.624) 2024-10-17 13:52:13,241 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40172] [top5_cnt 47592] [top_all 50000] 2024-10-17 13:52:13,242 - net_E: 80.344 (95.184) 2024-10-17 13:52:13,409 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.344 (epoch: 513)] 2024-10-17 13:52:13,409 - ==> Total time: 1 day, 22:38:54 Eta: 1 day, 20:17:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:52:28,663 - Train: 51.30% [641800/1251000] [513.0/1000.0] [batch_t 0.234 (0.284)] [data_t 0.009] [optim_t 0.225] [lr 0.001454] [CE 3.931 (4.166)] [KD 3.160 (3.084)] 2024-10-17 13:52:41,065 - Train: 51.31% [641850/1251000] [513.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001454] [CE 4.555 (4.215)] [KD 3.317 (3.127)] 2024-10-17 13:52:53,157 - Train: 51.31% [641900/1251000] [513.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001454] [CE 4.341 (4.127)] [KD 3.028 (3.029)] 2024-10-17 13:53:05,500 - Train: 51.31% [641950/1251000] [513.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001454] [CE 4.235 (4.094)] [KD 3.232 (3.053)] 2024-10-17 13:53:17,615 - Train: 51.32% [642000/1251000] [513.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001453] [CE 3.638 (4.130)] [KD 2.880 (3.083)] 2024-10-17 13:53:29,725 - Train: 51.32% [642050/1251000] [513.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001453] [CE 4.527 (4.119)] [KD 3.463 (3.128)] 2024-10-17 13:53:41,969 - Train: 51.33% [642100/1251000] [513.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001453] [CE 4.562 (4.208)] [KD 3.440 (3.169)] 2024-10-17 13:53:54,236 - Train: 51.33% [642150/1251000] [513.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001453] [CE 4.300 (4.135)] [KD 3.284 (3.121)] 2024-10-17 13:54:06,641 - Train: 51.33% [642200/1251000] [513.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001453] [CE 3.765 (4.188)] [KD 2.792 (3.094)] 2024-10-17 13:54:19,339 - Train: 51.34% [642250/1251000] [513.4/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.001453] [CE 4.237 (4.169)] [KD 2.964 (3.127)] 2024-10-17 13:54:31,483 - Train: 51.34% [642300/1251000] [513.4/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.001452] [CE 4.178 (4.133)] [KD 3.194 (3.098)] 2024-10-17 13:54:43,661 - Train: 51.35% [642350/1251000] [513.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001452] [CE 4.253 (4.195)] [KD 3.015 (3.156)] 2024-10-17 13:54:55,612 - Train: 51.35% [642400/1251000] [513.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001452] [CE 4.676 (4.202)] [KD 3.213 (3.119)] 2024-10-17 13:55:07,628 - Train: 51.35% [642450/1251000] [513.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001452] [CE 4.404 (4.208)] [KD 3.141 (3.115)] 2024-10-17 13:55:19,723 - Train: 51.36% [642500/1251000] [513.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001452] [CE 3.836 (4.213)] [KD 3.004 (3.196)] 2024-10-17 13:55:32,021 - Train: 51.36% [642550/1251000] [513.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001451] [CE 4.160 (4.204)] [KD 3.136 (3.112)] 2024-10-17 13:55:44,607 - Train: 51.37% [642600/1251000] [513.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001451] [CE 4.326 (4.167)] [KD 3.134 (3.110)] 2024-10-17 13:55:57,114 - Train: 51.37% [642650/1251000] [513.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001451] [CE 4.708 (4.221)] [KD 3.270 (3.146)] 2024-10-17 13:56:09,112 - Train: 51.37% [642700/1251000] [513.7/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.001451] [CE 4.335 (4.182)] [KD 3.237 (3.131)] 2024-10-17 13:56:21,249 - Train: 51.38% [642750/1251000] [513.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001451] [CE 4.027 (4.178)] [KD 2.974 (3.124)] 2024-10-17 13:56:33,301 - Train: 51.38% [642800/1251000] [513.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001451] [CE 4.629 (4.206)] [KD 3.327 (3.171)] 2024-10-17 13:56:45,677 - Train: 51.39% [642850/1251000] [513.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001450] [CE 4.116 (4.137)] [KD 3.179 (3.123)] 2024-10-17 13:56:57,863 - Train: 51.39% [642900/1251000] [513.9/1000.0] [batch_t 0.365 (0.244)] [data_t 0.009] [optim_t 0.356] [lr 0.001450] [CE 3.754 (4.183)] [KD 2.798 (3.139)] 2024-10-17 13:57:10,076 - Train: 51.39% [642950/1251000] [513.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001450] [CE 4.259 (4.235)] [KD 3.074 (3.144)] 2024-10-17 13:57:22,514 - Train: 51.40% [643000/1251000] [514.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001450] [CE 3.889 (4.175)] [KD 2.923 (3.124)] 2024-10-17 13:57:37,834 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38322] [top5_cnt 46725] [top_all 50000] 2024-10-17 13:57:37,835 - net: 76.644 (93.450) 2024-10-17 13:57:50,325 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40204] [top5_cnt 47590] [top_all 50000] 2024-10-17 13:57:50,326 - net_E: 80.408 (95.180) 2024-10-17 13:57:50,487 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 13:57:50,487 - ==> Total time: 1 day, 22:44:31 Eta: 1 day, 20:11:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 13:58:05,369 - Train: 51.40% [643050/1251000] [514.0/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.001450] [CE 4.403 (4.234)] [KD 3.474 (3.126)] 2024-10-17 13:58:17,854 - Train: 51.41% [643100/1251000] [514.1/1000.0] [batch_t 0.471 (0.250)] [data_t 0.009] [optim_t 0.462] [lr 0.001449] [CE 4.181 (4.151)] [KD 3.280 (3.132)] 2024-10-17 13:58:30,374 - Train: 51.41% [643150/1251000] [514.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001449] [CE 3.747 (4.118)] [KD 3.002 (3.048)] 2024-10-17 13:58:42,362 - Train: 51.41% [643200/1251000] [514.1/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001449] [CE 4.548 (4.157)] [KD 3.198 (3.126)] 2024-10-17 13:58:54,250 - Train: 51.42% [643250/1251000] [514.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001449] [CE 4.051 (4.158)] [KD 3.136 (3.159)] 2024-10-17 13:59:06,235 - Train: 51.42% [643300/1251000] [514.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001449] [CE 4.592 (4.196)] [KD 3.449 (3.150)] 2024-10-17 13:59:18,810 - Train: 51.43% [643350/1251000] [514.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001448] [CE 4.391 (4.167)] [KD 3.124 (3.070)] 2024-10-17 13:59:30,923 - Train: 51.43% [643400/1251000] [514.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001448] [CE 4.380 (4.181)] [KD 2.988 (3.086)] 2024-10-17 13:59:42,910 - Train: 51.43% [643450/1251000] [514.3/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.001448] [CE 4.207 (4.222)] [KD 3.082 (3.147)] 2024-10-17 13:59:54,969 - Train: 51.44% [643500/1251000] [514.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001448] [CE 3.941 (4.180)] [KD 3.192 (3.141)] 2024-10-17 14:00:07,410 - Train: 51.44% [643550/1251000] [514.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001448] [CE 4.265 (4.147)] [KD 3.255 (3.130)] 2024-10-17 14:00:19,369 - Train: 51.45% [643600/1251000] [514.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001448] [CE 4.153 (4.229)] [KD 3.080 (3.166)] 2024-10-17 14:00:31,461 - Train: 51.45% [643650/1251000] [514.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001447] [CE 4.085 (4.200)] [KD 3.214 (3.166)] 2024-10-17 14:00:43,546 - Train: 51.45% [643700/1251000] [514.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001447] [CE 4.395 (4.210)] [KD 3.260 (3.084)] 2024-10-17 14:00:56,017 - Train: 51.46% [643750/1251000] [514.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001447] [CE 4.259 (4.165)] [KD 3.253 (3.131)] 2024-10-17 14:01:07,938 - Train: 51.46% [643800/1251000] [514.6/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.001447] [CE 4.225 (4.210)] [KD 2.960 (3.141)] 2024-10-17 14:01:19,949 - Train: 51.47% [643850/1251000] [514.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001447] [CE 4.156 (4.228)] [KD 3.075 (3.176)] 2024-10-17 14:01:31,875 - Train: 51.47% [643900/1251000] [514.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001446] [CE 3.805 (4.178)] [KD 2.977 (3.157)] 2024-10-17 14:01:44,474 - Train: 51.47% [643950/1251000] [514.7/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001446] [CE 4.306 (4.234)] [KD 3.045 (3.109)] 2024-10-17 14:01:56,585 - Train: 51.48% [644000/1251000] [514.8/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001446] [CE 4.063 (4.163)] [KD 3.215 (3.125)] 2024-10-17 14:02:08,381 - Train: 51.48% [644050/1251000] [514.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001446] [CE 4.450 (4.156)] [KD 3.183 (3.152)] 2024-10-17 14:02:20,258 - Train: 51.49% [644100/1251000] [514.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001446] [CE 3.968 (4.168)] [KD 3.010 (3.112)] 2024-10-17 14:02:32,711 - Train: 51.49% [644150/1251000] [514.9/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001445] [CE 4.365 (4.211)] [KD 3.344 (3.123)] 2024-10-17 14:02:44,470 - Train: 51.49% [644200/1251000] [514.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001445] [CE 4.549 (4.189)] [KD 3.549 (3.155)] 2024-10-17 14:02:56,542 - Train: 51.50% [644250/1251000] [515.0/1000.0] [batch_t 0.246 (0.241)] [data_t 0.019] [optim_t 0.227] [lr 0.001445] [CE 3.953 (4.154)] [KD 3.103 (3.139)] 2024-10-17 14:03:12,371 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38464] [top5_cnt 46816] [top_all 50000] 2024-10-17 14:03:12,372 - net: 76.928 (93.632) 2024-10-17 14:03:24,704 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40184] [top5_cnt 47610] [top_all 50000] 2024-10-17 14:03:24,704 - net_E: 80.368 (95.220) 2024-10-17 14:03:24,880 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:03:24,881 - ==> Total time: 1 day, 22:50:05 Eta: 1 day, 20:06:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:03:37,565 - Train: 51.50% [644300/1251000] [515.0/1000.0] [batch_t 0.235 (0.314)] [data_t 0.009] [optim_t 0.226] [lr 0.001445] [CE 4.274 (4.175)] [KD 3.350 (3.074)] 2024-10-17 14:03:49,534 - Train: 51.51% [644350/1251000] [515.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001445] [CE 3.770 (4.157)] [KD 2.794 (3.071)] 2024-10-17 14:04:01,877 - Train: 51.51% [644400/1251000] [515.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001445] [CE 4.369 (4.166)] [KD 3.135 (3.128)] 2024-10-17 14:04:13,684 - Train: 51.51% [644450/1251000] [515.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001444] [CE 4.039 (4.186)] [KD 2.994 (3.170)] 2024-10-17 14:04:25,703 - Train: 51.52% [644500/1251000] [515.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001444] [CE 3.980 (4.161)] [KD 3.145 (3.120)] 2024-10-17 14:04:37,606 - Train: 51.52% [644550/1251000] [515.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001444] [CE 4.778 (4.228)] [KD 3.096 (3.146)] 2024-10-17 14:04:49,795 - Train: 51.53% [644600/1251000] [515.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001444] [CE 4.021 (4.089)] [KD 3.183 (3.095)] 2024-10-17 14:05:01,665 - Train: 51.53% [644650/1251000] [515.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001444] [CE 4.267 (4.161)] [KD 3.234 (3.104)] 2024-10-17 14:05:13,780 - Train: 51.53% [644700/1251000] [515.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001443] [CE 4.133 (4.161)] [KD 3.340 (3.103)] 2024-10-17 14:05:25,807 - Train: 51.54% [644750/1251000] [515.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001443] [CE 4.010 (4.134)] [KD 3.062 (3.074)] 2024-10-17 14:05:37,640 - Train: 51.54% [644800/1251000] [515.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001443] [CE 3.950 (4.142)] [KD 2.921 (3.065)] 2024-10-17 14:05:49,495 - Train: 51.55% [644850/1251000] [515.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001443] [CE 4.402 (4.193)] [KD 3.259 (3.139)] 2024-10-17 14:06:01,495 - Train: 51.55% [644900/1251000] [515.5/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.001443] [CE 3.907 (4.155)] [KD 2.808 (3.039)] 2024-10-17 14:06:13,467 - Train: 51.55% [644950/1251000] [515.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001442] [CE 4.217 (4.144)] [KD 3.197 (3.156)] 2024-10-17 14:06:25,499 - Train: 51.56% [645000/1251000] [515.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001442] [CE 4.810 (4.243)] [KD 3.499 (3.152)] 2024-10-17 14:06:37,578 - Train: 51.56% [645050/1251000] [515.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001442] [CE 4.369 (4.165)] [KD 3.300 (3.119)] 2024-10-17 14:06:49,659 - Train: 51.57% [645100/1251000] [515.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001442] [CE 3.593 (4.169)] [KD 2.807 (3.103)] 2024-10-17 14:07:01,782 - Train: 51.57% [645150/1251000] [515.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001442] [CE 4.896 (4.222)] [KD 3.440 (3.156)] 2024-10-17 14:07:13,550 - Train: 51.57% [645200/1251000] [515.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001442] [CE 3.752 (4.109)] [KD 2.956 (3.093)] 2024-10-17 14:07:25,471 - Train: 51.58% [645250/1251000] [515.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001441] [CE 3.597 (4.157)] [KD 2.981 (3.141)] 2024-10-17 14:07:37,321 - Train: 51.58% [645300/1251000] [515.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001441] [CE 4.269 (4.241)] [KD 3.333 (3.156)] 2024-10-17 14:07:49,499 - Train: 51.59% [645350/1251000] [515.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001441] [CE 4.180 (4.193)] [KD 3.198 (3.123)] 2024-10-17 14:08:02,033 - Train: 51.59% [645400/1251000] [515.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001441] [CE 3.770 (4.156)] [KD 3.010 (3.165)] 2024-10-17 14:08:14,045 - Train: 51.59% [645450/1251000] [515.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001441] [CE 3.789 (4.217)] [KD 2.752 (3.164)] 2024-10-17 14:08:25,945 - Train: 51.60% [645500/1251000] [516.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001440] [CE 4.103 (4.116)] [KD 3.165 (3.097)] 2024-10-17 14:08:42,074 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 38299] [top5_cnt 46702] [top_all 50000] 2024-10-17 14:08:42,075 - net: 76.598 (93.404) 2024-10-17 14:08:54,534 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40190] [top5_cnt 47589] [top_all 50000] 2024-10-17 14:08:54,534 - net_E: 80.380 (95.178) 2024-10-17 14:08:54,711 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:08:54,712 - ==> Total time: 1 day, 22:55:35 Eta: 1 day, 20:00:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:09:06,890 - Train: 51.60% [645550/1251000] [516.0/1000.0] [batch_t 0.236 (0.316)] [data_t 0.009] [optim_t 0.227] [lr 0.001440] [CE 3.649 (4.148)] [KD 2.851 (3.046)] 2024-10-17 14:09:19,224 - Train: 51.61% [645600/1251000] [516.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001440] [CE 4.173 (4.143)] [KD 3.208 (3.082)] 2024-10-17 14:09:31,167 - Train: 51.61% [645650/1251000] [516.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001440] [CE 3.886 (4.195)] [KD 3.068 (3.127)] 2024-10-17 14:09:43,303 - Train: 51.61% [645700/1251000] [516.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001440] [CE 4.159 (4.167)] [KD 3.073 (3.106)] 2024-10-17 14:09:55,274 - Train: 51.62% [645750/1251000] [516.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001440] [CE 4.340 (4.071)] [KD 3.354 (3.092)] 2024-10-17 14:10:07,733 - Train: 51.62% [645800/1251000] [516.2/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001439] [CE 4.221 (4.179)] [KD 3.179 (3.173)] 2024-10-17 14:10:19,770 - Train: 51.63% [645850/1251000] [516.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001439] [CE 3.992 (4.091)] [KD 2.962 (3.051)] 2024-10-17 14:10:31,813 - Train: 51.63% [645900/1251000] [516.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001439] [CE 3.962 (4.180)] [KD 2.855 (3.052)] 2024-10-17 14:10:43,951 - Train: 51.63% [645950/1251000] [516.3/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001439] [CE 4.500 (4.213)] [KD 3.160 (3.110)] 2024-10-17 14:10:56,313 - Train: 51.64% [646000/1251000] [516.4/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001439] [CE 4.610 (4.125)] [KD 3.532 (3.050)] 2024-10-17 14:11:08,344 - Train: 51.64% [646050/1251000] [516.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001438] [CE 4.554 (4.144)] [KD 3.322 (3.087)] 2024-10-17 14:11:20,513 - Train: 51.65% [646100/1251000] [516.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001438] [CE 4.340 (4.213)] [KD 3.138 (3.154)] 2024-10-17 14:11:32,792 - Train: 51.65% [646150/1251000] [516.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001438] [CE 4.118 (4.208)] [KD 2.983 (3.147)] 2024-10-17 14:11:44,775 - Train: 51.65% [646200/1251000] [516.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001438] [CE 4.094 (4.224)] [KD 3.119 (3.149)] 2024-10-17 14:11:56,839 - Train: 51.66% [646250/1251000] [516.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001438] [CE 4.255 (4.175)] [KD 3.234 (3.119)] 2024-10-17 14:12:09,006 - Train: 51.66% [646300/1251000] [516.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001437] [CE 3.732 (4.221)] [KD 2.826 (3.124)] 2024-10-17 14:12:21,083 - Train: 51.67% [646350/1251000] [516.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001437] [CE 4.470 (4.221)] [KD 3.272 (3.112)] 2024-10-17 14:12:33,115 - Train: 51.67% [646400/1251000] [516.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001437] [CE 4.701 (4.182)] [KD 3.218 (3.101)] 2024-10-17 14:12:45,295 - Train: 51.67% [646450/1251000] [516.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001437] [CE 4.473 (4.119)] [KD 3.306 (3.068)] 2024-10-17 14:12:57,389 - Train: 51.68% [646500/1251000] [516.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001437] [CE 4.101 (4.184)] [KD 2.976 (3.121)] 2024-10-17 14:13:09,703 - Train: 51.68% [646550/1251000] [516.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001437] [CE 3.953 (4.241)] [KD 3.119 (3.188)] 2024-10-17 14:13:21,794 - Train: 51.69% [646600/1251000] [516.9/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.001436] [CE 3.859 (4.170)] [KD 2.961 (3.094)] 2024-10-17 14:13:33,899 - Train: 51.69% [646650/1251000] [516.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001436] [CE 4.438 (4.173)] [KD 3.139 (3.081)] 2024-10-17 14:13:45,987 - Train: 51.69% [646700/1251000] [516.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001436] [CE 4.269 (4.093)] [KD 3.072 (3.072)] 2024-10-17 14:13:58,167 - Train: 51.70% [646750/1251000] [517.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001436] [CE 4.353 (4.133)] [KD 3.001 (3.056)] 2024-10-17 14:14:14,635 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38409] [top5_cnt 46698] [top_all 50000] 2024-10-17 14:14:14,635 - net: 76.818 (93.396) 2024-10-17 14:14:27,223 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40135] [top5_cnt 47599] [top_all 50000] 2024-10-17 14:14:27,223 - net_E: 80.270 (95.198) 2024-10-17 14:14:27,390 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:14:27,391 - ==> Total time: 1 day, 23:01:08 Eta: 1 day, 19:55:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:14:39,958 - Train: 51.70% [646800/1251000] [517.0/1000.0] [batch_t 0.235 (0.333)] [data_t 0.009] [optim_t 0.226] [lr 0.001436] [CE 3.421 (4.078)] [KD 2.717 (3.000)] 2024-10-17 14:14:52,022 - Train: 51.71% [646850/1251000] [517.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001435] [CE 3.823 (4.162)] [KD 2.910 (3.089)] 2024-10-17 14:15:04,017 - Train: 51.71% [646900/1251000] [517.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001435] [CE 4.039 (4.206)] [KD 2.982 (3.129)] 2024-10-17 14:15:16,259 - Train: 51.71% [646950/1251000] [517.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001435] [CE 4.425 (4.194)] [KD 3.107 (3.090)] 2024-10-17 14:15:28,244 - Train: 51.72% [647000/1251000] [517.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001435] [CE 3.809 (4.191)] [KD 3.061 (3.108)] 2024-10-17 14:15:40,660 - Train: 51.72% [647050/1251000] [517.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001435] [CE 4.297 (4.146)] [KD 3.118 (3.088)] 2024-10-17 14:15:53,211 - Train: 51.73% [647100/1251000] [517.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001434] [CE 4.204 (4.126)] [KD 3.133 (3.109)] 2024-10-17 14:16:05,719 - Train: 51.73% [647150/1251000] [517.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001434] [CE 4.204 (4.120)] [KD 3.246 (3.080)] 2024-10-17 14:16:18,036 - Train: 51.73% [647200/1251000] [517.3/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.001434] [CE 3.851 (4.186)] [KD 2.875 (3.114)] 2024-10-17 14:16:30,421 - Train: 51.74% [647250/1251000] [517.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001434] [CE 3.909 (4.095)] [KD 2.977 (3.092)] 2024-10-17 14:16:42,789 - Train: 51.74% [647300/1251000] [517.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001434] [CE 4.290 (4.204)] [KD 3.280 (3.104)] 2024-10-17 14:16:55,270 - Train: 51.75% [647350/1251000] [517.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001434] [CE 3.982 (4.167)] [KD 3.088 (3.108)] 2024-10-17 14:17:07,427 - Train: 51.75% [647400/1251000] [517.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001433] [CE 4.149 (4.176)] [KD 2.897 (3.111)] 2024-10-17 14:17:19,860 - Train: 51.75% [647450/1251000] [517.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001433] [CE 4.397 (4.167)] [KD 3.124 (3.088)] 2024-10-17 14:17:32,127 - Train: 51.76% [647500/1251000] [517.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.001433] [CE 3.970 (4.205)] [KD 2.934 (3.086)] 2024-10-17 14:17:44,904 - Train: 51.76% [647550/1251000] [517.6/1000.0] [batch_t 0.389 (0.255)] [data_t 0.009] [optim_t 0.380] [lr 0.001433] [CE 4.557 (4.190)] [KD 3.241 (3.071)] 2024-10-17 14:17:57,148 - Train: 51.77% [647600/1251000] [517.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001433] [CE 3.931 (4.135)] [KD 3.002 (3.029)] 2024-10-17 14:18:09,374 - Train: 51.77% [647650/1251000] [517.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001432] [CE 4.692 (4.188)] [KD 3.462 (3.075)] 2024-10-17 14:18:21,692 - Train: 51.77% [647700/1251000] [517.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001432] [CE 4.270 (4.190)] [KD 3.246 (3.067)] 2024-10-17 14:18:33,900 - Train: 51.78% [647750/1251000] [517.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001432] [CE 3.466 (4.149)] [KD 2.870 (3.083)] 2024-10-17 14:18:46,288 - Train: 51.78% [647800/1251000] [517.8/1000.0] [batch_t 0.271 (0.248)] [data_t 0.009] [optim_t 0.262] [lr 0.001432] [CE 4.273 (4.175)] [KD 3.254 (3.150)] 2024-10-17 14:18:58,855 - Train: 51.79% [647850/1251000] [517.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001432] [CE 4.134 (4.127)] [KD 3.002 (3.062)] 2024-10-17 14:19:11,164 - Train: 51.79% [647900/1251000] [517.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001432] [CE 4.299 (4.203)] [KD 2.998 (3.140)] 2024-10-17 14:19:23,828 - Train: 51.79% [647950/1251000] [517.9/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001431] [CE 4.074 (4.223)] [KD 3.039 (3.130)] 2024-10-17 14:19:35,949 - Train: 51.80% [648000/1251000] [518.0/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001431] [CE 4.263 (4.181)] [KD 3.173 (3.083)] 2024-10-17 14:19:52,700 - Test (net): 100.00% [50/50] [batch_t 0.232 (0.245)] [top1_cnt 38504] [top5_cnt 46857] [top_all 50000] 2024-10-17 14:19:52,701 - net: 77.008 (93.714) 2024-10-17 14:20:05,328 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40146] [top5_cnt 47590] [top_all 50000] 2024-10-17 14:20:05,328 - net_E: 80.292 (95.180) 2024-10-17 14:20:05,498 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:20:05,498 - ==> Total time: 1 day, 23:06:46 Eta: 1 day, 19:50:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:20:16,910 - Train: 51.80% [648050/1251000] [518.0/1000.0] [batch_t 0.425 (0.308)] [data_t 0.009] [optim_t 0.416] [lr 0.001431] [CE 4.169 (4.110)] [KD 3.083 (3.066)] 2024-10-17 14:20:29,068 - Train: 51.81% [648100/1251000] [518.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001431] [CE 3.906 (4.163)] [KD 3.070 (3.107)] 2024-10-17 14:20:41,391 - Train: 51.81% [648150/1251000] [518.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001431] [CE 3.796 (4.187)] [KD 2.994 (3.103)] 2024-10-17 14:20:53,500 - Train: 51.81% [648200/1251000] [518.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001430] [CE 4.158 (4.198)] [KD 3.061 (3.107)] 2024-10-17 14:21:06,048 - Train: 51.82% [648250/1251000] [518.2/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.001430] [CE 4.585 (4.184)] [KD 3.486 (3.148)] 2024-10-17 14:21:18,259 - Train: 51.82% [648300/1251000] [518.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001430] [CE 3.992 (4.150)] [KD 3.083 (3.110)] 2024-10-17 14:21:30,358 - Train: 51.83% [648350/1251000] [518.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001430] [CE 4.108 (4.157)] [KD 3.225 (3.117)] 2024-10-17 14:21:42,531 - Train: 51.83% [648400/1251000] [518.3/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001430] [CE 3.808 (4.212)] [KD 2.967 (3.118)] 2024-10-17 14:21:54,581 - Train: 51.83% [648450/1251000] [518.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001429] [CE 4.214 (4.123)] [KD 3.229 (3.106)] 2024-10-17 14:22:06,956 - Train: 51.84% [648500/1251000] [518.4/1000.0] [batch_t 0.398 (0.247)] [data_t 0.009] [optim_t 0.389] [lr 0.001429] [CE 4.173 (4.060)] [KD 3.054 (3.075)] 2024-10-17 14:22:19,333 - Train: 51.84% [648550/1251000] [518.4/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001429] [CE 4.379 (4.213)] [KD 3.142 (3.152)] 2024-10-17 14:22:31,426 - Train: 51.85% [648600/1251000] [518.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001429] [CE 3.889 (4.173)] [KD 3.078 (3.132)] 2024-10-17 14:22:43,432 - Train: 51.85% [648650/1251000] [518.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001429] [CE 4.035 (4.209)] [KD 3.194 (3.161)] 2024-10-17 14:22:55,762 - Train: 51.85% [648700/1251000] [518.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001429] [CE 3.883 (4.107)] [KD 2.682 (3.037)] 2024-10-17 14:23:08,030 - Train: 51.86% [648750/1251000] [518.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001428] [CE 4.352 (4.242)] [KD 3.186 (3.103)] 2024-10-17 14:23:20,282 - Train: 51.86% [648800/1251000] [518.6/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001428] [CE 4.376 (4.172)] [KD 3.074 (3.091)] 2024-10-17 14:23:32,518 - Train: 51.87% [648850/1251000] [518.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001428] [CE 4.114 (4.145)] [KD 3.003 (3.114)] 2024-10-17 14:23:44,867 - Train: 51.87% [648900/1251000] [518.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001428] [CE 4.101 (4.146)] [KD 3.029 (3.118)] 2024-10-17 14:23:57,415 - Train: 51.87% [648950/1251000] [518.7/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.001428] [CE 3.795 (4.192)] [KD 2.988 (3.190)] 2024-10-17 14:24:09,410 - Train: 51.88% [649000/1251000] [518.8/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.001427] [CE 4.864 (4.168)] [KD 3.403 (3.074)] 2024-10-17 14:24:21,764 - Train: 51.88% [649050/1251000] [518.8/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001427] [CE 3.590 (4.200)] [KD 2.719 (3.108)] 2024-10-17 14:24:34,377 - Train: 51.89% [649100/1251000] [518.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001427] [CE 4.351 (4.169)] [KD 3.298 (3.128)] 2024-10-17 14:24:46,859 - Train: 51.89% [649150/1251000] [518.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001427] [CE 4.365 (4.170)] [KD 3.236 (3.096)] 2024-10-17 14:24:59,015 - Train: 51.89% [649200/1251000] [518.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001427] [CE 4.051 (4.175)] [KD 3.038 (3.114)] 2024-10-17 14:25:11,330 - Train: 51.90% [649250/1251000] [519.0/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001426] [CE 4.534 (4.219)] [KD 3.118 (3.161)] 2024-10-17 14:25:28,447 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38331] [top5_cnt 46757] [top_all 50000] 2024-10-17 14:25:28,448 - net: 76.662 (93.514) 2024-10-17 14:25:41,076 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40155] [top5_cnt 47603] [top_all 50000] 2024-10-17 14:25:41,076 - net_E: 80.310 (95.206) 2024-10-17 14:25:41,227 - Max [top1: 77.164 (epoch: 506)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:25:41,227 - ==> Total time: 1 day, 23:12:21 Eta: 1 day, 19:44:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:25:52,666 - Train: 51.90% [649300/1251000] [519.0/1000.0] [batch_t 0.236 (0.321)] [data_t 0.009] [optim_t 0.227] [lr 0.001426] [CE 3.650 (4.186)] [KD 2.983 (3.135)] 2024-10-17 14:26:05,088 - Train: 51.91% [649350/1251000] [519.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001426] [CE 4.214 (4.227)] [KD 3.139 (3.124)] 2024-10-17 14:26:17,347 - Train: 51.91% [649400/1251000] [519.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001426] [CE 4.330 (4.124)] [KD 3.198 (3.056)] 2024-10-17 14:26:29,335 - Train: 51.91% [649450/1251000] [519.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001426] [CE 4.381 (4.118)] [KD 3.436 (3.080)] 2024-10-17 14:26:41,533 - Train: 51.92% [649500/1251000] [519.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001426] [CE 4.057 (4.183)] [KD 3.008 (3.117)] 2024-10-17 14:26:53,889 - Train: 51.92% [649550/1251000] [519.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001425] [CE 4.308 (4.251)] [KD 3.117 (3.156)] 2024-10-17 14:27:06,125 - Train: 51.93% [649600/1251000] [519.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001425] [CE 4.207 (4.281)] [KD 2.994 (3.151)] 2024-10-17 14:27:18,821 - Train: 51.93% [649650/1251000] [519.3/1000.0] [batch_t 0.388 (0.254)] [data_t 0.009] [optim_t 0.379] [lr 0.001425] [CE 3.888 (4.194)] [KD 2.963 (3.122)] 2024-10-17 14:27:31,063 - Train: 51.93% [649700/1251000] [519.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001425] [CE 4.294 (4.180)] [KD 3.070 (3.049)] 2024-10-17 14:27:43,439 - Train: 51.94% [649750/1251000] [519.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001425] [CE 4.334 (4.237)] [KD 3.168 (3.097)] 2024-10-17 14:27:55,972 - Train: 51.94% [649800/1251000] [519.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001424] [CE 4.578 (4.110)] [KD 3.385 (3.068)] 2024-10-17 14:28:08,243 - Train: 51.95% [649850/1251000] [519.5/1000.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.001424] [CE 3.905 (4.106)] [KD 3.014 (3.097)] 2024-10-17 14:28:20,574 - Train: 51.95% [649900/1251000] [519.5/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.261] [lr 0.001424] [CE 3.978 (4.176)] [KD 3.069 (3.100)] 2024-10-17 14:28:33,136 - Train: 51.95% [649950/1251000] [519.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001424] [CE 4.054 (4.195)] [KD 2.922 (3.113)] 2024-10-17 14:28:45,745 - Train: 51.96% [650000/1251000] [519.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001424] [CE 3.825 (4.120)] [KD 2.925 (3.059)] 2024-10-17 14:28:58,436 - Train: 51.96% [650050/1251000] [519.6/1000.0] [batch_t 0.300 (0.254)] [data_t 0.009] [optim_t 0.291] [lr 0.001424] [CE 3.492 (4.148)] [KD 2.895 (3.102)] 2024-10-17 14:29:10,742 - Train: 51.97% [650100/1251000] [519.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001423] [CE 3.806 (4.220)] [KD 2.964 (3.172)] 2024-10-17 14:29:23,192 - Train: 51.97% [650150/1251000] [519.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001423] [CE 4.658 (4.195)] [KD 3.424 (3.165)] 2024-10-17 14:29:35,668 - Train: 51.97% [650200/1251000] [519.7/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001423] [CE 4.458 (4.188)] [KD 3.233 (3.099)] 2024-10-17 14:29:48,246 - Train: 51.98% [650250/1251000] [519.8/1000.0] [batch_t 0.260 (0.251)] [data_t 0.009] [optim_t 0.251] [lr 0.001423] [CE 4.052 (4.182)] [KD 2.947 (3.126)] 2024-10-17 14:30:00,526 - Train: 51.98% [650300/1251000] [519.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001423] [CE 4.105 (4.206)] [KD 3.113 (3.113)] 2024-10-17 14:30:13,006 - Train: 51.99% [650350/1251000] [519.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001422] [CE 3.829 (4.138)] [KD 2.995 (3.094)] 2024-10-17 14:30:25,464 - Train: 51.99% [650400/1251000] [519.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001422] [CE 3.871 (4.175)] [KD 2.949 (3.099)] 2024-10-17 14:30:37,530 - Train: 51.99% [650450/1251000] [519.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001422] [CE 4.580 (4.151)] [KD 3.317 (3.068)] 2024-10-17 14:30:49,762 - Train: 52.00% [650500/1251000] [520.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001422] [CE 4.757 (4.203)] [KD 3.295 (3.076)] 2024-10-17 14:31:07,225 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38653] [top5_cnt 46882] [top_all 50000] 2024-10-17 14:31:07,225 - net: 77.306 (93.764) 2024-10-17 14:31:19,625 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40192] [top5_cnt 47614] [top_all 50000] 2024-10-17 14:31:19,626 - net_E: 80.384 (95.228) 2024-10-17 14:31:19,792 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:31:19,792 - ==> Total time: 1 day, 23:18:00 Eta: 1 day, 19:39:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:31:32,959 - Train: 52.00% [650550/1251000] [520.0/1000.0] [batch_t 0.231 (0.272)] [data_t 0.009] [optim_t 0.222] [lr 0.001422] [CE 4.228 (4.176)] [KD 3.003 (2.998)] 2024-10-17 14:31:44,890 - Train: 52.01% [650600/1251000] [520.1/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001421] [CE 4.042 (4.196)] [KD 3.066 (3.089)] 2024-10-17 14:31:57,399 - Train: 52.01% [650650/1251000] [520.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001421] [CE 4.301 (4.130)] [KD 2.973 (3.032)] 2024-10-17 14:32:09,770 - Train: 52.01% [650700/1251000] [520.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001421] [CE 4.230 (4.156)] [KD 3.151 (3.075)] 2024-10-17 14:32:21,963 - Train: 52.02% [650750/1251000] [520.2/1000.0] [batch_t 0.393 (0.244)] [data_t 0.009] [optim_t 0.384] [lr 0.001421] [CE 4.077 (4.163)] [KD 2.906 (3.112)] 2024-10-17 14:32:33,929 - Train: 52.02% [650800/1251000] [520.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001421] [CE 4.320 (4.121)] [KD 2.884 (3.122)] 2024-10-17 14:32:45,935 - Train: 52.03% [650850/1251000] [520.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001421] [CE 4.133 (4.177)] [KD 2.962 (3.063)] 2024-10-17 14:32:58,054 - Train: 52.03% [650900/1251000] [520.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001420] [CE 4.072 (4.174)] [KD 2.887 (3.023)] 2024-10-17 14:33:10,334 - Train: 52.03% [650950/1251000] [520.3/1000.0] [batch_t 0.370 (0.245)] [data_t 0.009] [optim_t 0.361] [lr 0.001420] [CE 4.466 (4.158)] [KD 3.015 (3.052)] 2024-10-17 14:33:22,677 - Train: 52.04% [651000/1251000] [520.4/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001420] [CE 3.703 (4.213)] [KD 2.912 (3.082)] 2024-10-17 14:33:34,702 - Train: 52.04% [651050/1251000] [520.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001420] [CE 4.472 (4.224)] [KD 3.259 (3.071)] 2024-10-17 14:33:46,991 - Train: 52.05% [651100/1251000] [520.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001420] [CE 4.440 (4.162)] [KD 3.118 (3.020)] 2024-10-17 14:33:59,499 - Train: 52.05% [651150/1251000] [520.5/1000.0] [batch_t 0.257 (0.250)] [data_t 0.009] [optim_t 0.248] [lr 0.001419] [CE 4.139 (4.178)] [KD 2.820 (3.076)] 2024-10-17 14:34:11,822 - Train: 52.05% [651200/1251000] [520.5/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001419] [CE 3.996 (4.312)] [KD 2.826 (3.161)] 2024-10-17 14:34:24,183 - Train: 52.06% [651250/1251000] [520.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001419] [CE 3.959 (4.170)] [KD 2.993 (3.048)] 2024-10-17 14:34:36,659 - Train: 52.06% [651300/1251000] [520.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001419] [CE 4.273 (4.164)] [KD 3.250 (3.129)] 2024-10-17 14:34:48,985 - Train: 52.07% [651350/1251000] [520.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001419] [CE 4.217 (4.206)] [KD 3.370 (3.124)] 2024-10-17 14:35:01,198 - Train: 52.07% [651400/1251000] [520.7/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001418] [CE 4.055 (4.167)] [KD 3.052 (3.122)] 2024-10-17 14:35:13,477 - Train: 52.07% [651450/1251000] [520.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001418] [CE 3.945 (4.164)] [KD 2.971 (3.118)] 2024-10-17 14:35:25,871 - Train: 52.08% [651500/1251000] [520.8/1000.0] [batch_t 0.291 (0.248)] [data_t 0.009] [optim_t 0.282] [lr 0.001418] [CE 3.988 (4.210)] [KD 3.127 (3.143)] 2024-10-17 14:35:38,174 - Train: 52.08% [651550/1251000] [520.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001418] [CE 3.877 (4.157)] [KD 2.961 (3.142)] 2024-10-17 14:35:50,207 - Train: 52.09% [651600/1251000] [520.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001418] [CE 3.597 (4.159)] [KD 2.952 (3.090)] 2024-10-17 14:36:02,678 - Train: 52.09% [651650/1251000] [520.9/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001418] [CE 3.913 (4.123)] [KD 3.047 (3.095)] 2024-10-17 14:36:14,794 - Train: 52.09% [651700/1251000] [520.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001417] [CE 4.694 (4.192)] [KD 3.352 (3.063)] 2024-10-17 14:36:26,988 - Train: 52.10% [651750/1251000] [521.0/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001417] [CE 3.956 (4.193)] [KD 3.052 (3.133)] 2024-10-17 14:36:44,389 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38469] [top5_cnt 46756] [top_all 50000] 2024-10-17 14:36:44,389 - net: 76.938 (93.512) 2024-10-17 14:36:56,628 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40189] [top5_cnt 47615] [top_all 50000] 2024-10-17 14:36:56,629 - net_E: 80.378 (95.230) 2024-10-17 14:36:56,766 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:36:56,766 - ==> Total time: 1 day, 23:23:37 Eta: 1 day, 19:34:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:37:07,337 - Train: 52.10% [651800/1251000] [521.0/1000.0] [batch_t 0.235 (0.317)] [data_t 0.009] [optim_t 0.226] [lr 0.001417] [CE 3.914 (4.120)] [KD 3.010 (3.078)] 2024-10-17 14:37:19,479 - Train: 52.11% [651850/1251000] [521.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001417] [CE 4.203 (4.206)] [KD 3.117 (3.121)] 2024-10-17 14:37:32,245 - Train: 52.11% [651900/1251000] [521.1/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.001417] [CE 4.604 (4.165)] [KD 3.268 (3.090)] 2024-10-17 14:37:44,906 - Train: 52.11% [651950/1251000] [521.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001416] [CE 4.200 (4.196)] [KD 2.951 (3.115)] 2024-10-17 14:37:56,957 - Train: 52.12% [652000/1251000] [521.2/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001416] [CE 3.997 (4.117)] [KD 2.951 (3.113)] 2024-10-17 14:38:08,954 - Train: 52.12% [652050/1251000] [521.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001416] [CE 4.046 (4.211)] [KD 3.188 (3.178)] 2024-10-17 14:38:21,389 - Train: 52.13% [652100/1251000] [521.3/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001416] [CE 3.749 (4.176)] [KD 2.766 (3.142)] 2024-10-17 14:38:33,632 - Train: 52.13% [652150/1251000] [521.3/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001416] [CE 4.518 (4.194)] [KD 3.064 (3.119)] 2024-10-17 14:38:45,827 - Train: 52.13% [652200/1251000] [521.3/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001416] [CE 4.218 (4.179)] [KD 2.998 (3.085)] 2024-10-17 14:38:57,996 - Train: 52.14% [652250/1251000] [521.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001415] [CE 4.469 (4.195)] [KD 3.128 (3.103)] 2024-10-17 14:39:10,542 - Train: 52.14% [652300/1251000] [521.4/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001415] [CE 4.370 (4.129)] [KD 3.229 (3.107)] 2024-10-17 14:39:22,889 - Train: 52.15% [652350/1251000] [521.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001415] [CE 4.256 (4.164)] [KD 3.132 (3.147)] 2024-10-17 14:39:34,973 - Train: 52.15% [652400/1251000] [521.5/1000.0] [batch_t 0.282 (0.242)] [data_t 0.009] [optim_t 0.273] [lr 0.001415] [CE 4.134 (4.185)] [KD 3.267 (3.143)] 2024-10-17 14:39:47,463 - Train: 52.15% [652450/1251000] [521.5/1000.0] [batch_t 0.245 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001415] [CE 4.437 (4.191)] [KD 3.184 (3.126)] 2024-10-17 14:39:59,986 - Train: 52.16% [652500/1251000] [521.6/1000.0] [batch_t 0.246 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.001414] [CE 4.880 (4.224)] [KD 3.408 (3.137)] 2024-10-17 14:40:12,399 - Train: 52.16% [652550/1251000] [521.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001414] [CE 4.345 (4.166)] [KD 2.951 (3.084)] 2024-10-17 14:40:24,760 - Train: 52.17% [652600/1251000] [521.7/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001414] [CE 3.463 (4.208)] [KD 2.840 (3.086)] 2024-10-17 14:40:37,308 - Train: 52.17% [652650/1251000] [521.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001414] [CE 4.319 (4.168)] [KD 3.146 (3.112)] 2024-10-17 14:40:49,825 - Train: 52.17% [652700/1251000] [521.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001414] [CE 4.126 (4.288)] [KD 3.129 (3.186)] 2024-10-17 14:41:02,249 - Train: 52.18% [652750/1251000] [521.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001413] [CE 3.880 (4.134)] [KD 3.062 (3.077)] 2024-10-17 14:41:14,859 - Train: 52.18% [652800/1251000] [521.8/1000.0] [batch_t 0.244 (0.252)] [data_t 0.009] [optim_t 0.235] [lr 0.001413] [CE 4.450 (4.195)] [KD 3.381 (3.120)] 2024-10-17 14:41:27,161 - Train: 52.19% [652850/1251000] [521.9/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001413] [CE 3.712 (4.129)] [KD 2.865 (3.129)] 2024-10-17 14:41:39,710 - Train: 52.19% [652900/1251000] [521.9/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001413] [CE 4.415 (4.173)] [KD 3.026 (3.125)] 2024-10-17 14:41:52,212 - Train: 52.19% [652950/1251000] [521.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001413] [CE 4.697 (4.219)] [KD 3.279 (3.126)] 2024-10-17 14:42:04,158 - Train: 52.20% [653000/1251000] [522.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001413] [CE 4.445 (4.133)] [KD 3.344 (3.104)] 2024-10-17 14:42:22,235 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 38338] [top5_cnt 46782] [top_all 50000] 2024-10-17 14:42:22,235 - net: 76.676 (93.564) 2024-10-17 14:42:34,817 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40174] [top5_cnt 47605] [top_all 50000] 2024-10-17 14:42:34,817 - net_E: 80.348 (95.210) 2024-10-17 14:42:35,000 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:42:35,000 - ==> Total time: 1 day, 23:29:15 Eta: 1 day, 19:29:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:42:45,790 - Train: 52.20% [653050/1251000] [522.0/1000.0] [batch_t 0.239 (0.342)] [data_t 0.009] [optim_t 0.230] [lr 0.001412] [CE 4.231 (4.052)] [KD 3.064 (3.056)] 2024-10-17 14:42:58,002 - Train: 52.21% [653100/1251000] [522.1/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001412] [CE 4.408 (4.232)] [KD 3.060 (3.092)] 2024-10-17 14:43:10,744 - Train: 52.21% [653150/1251000] [522.1/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.001412] [CE 4.103 (4.201)] [KD 2.972 (3.055)] 2024-10-17 14:43:22,642 - Train: 52.21% [653200/1251000] [522.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001412] [CE 4.539 (4.184)] [KD 3.308 (3.081)] 2024-10-17 14:43:34,866 - Train: 52.22% [653250/1251000] [522.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001412] [CE 4.245 (4.227)] [KD 3.016 (3.107)] 2024-10-17 14:43:46,985 - Train: 52.22% [653300/1251000] [522.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001411] [CE 4.099 (4.194)] [KD 2.947 (3.127)] 2024-10-17 14:43:59,378 - Train: 52.23% [653350/1251000] [522.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001411] [CE 4.351 (4.206)] [KD 3.098 (3.095)] 2024-10-17 14:44:11,399 - Train: 52.23% [653400/1251000] [522.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001411] [CE 3.967 (4.184)] [KD 2.817 (3.058)] 2024-10-17 14:44:23,459 - Train: 52.23% [653450/1251000] [522.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001411] [CE 3.904 (4.223)] [KD 2.985 (3.117)] 2024-10-17 14:44:35,801 - Train: 52.24% [653500/1251000] [522.4/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001411] [CE 4.203 (4.181)] [KD 3.077 (3.091)] 2024-10-17 14:44:48,266 - Train: 52.24% [653550/1251000] [522.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001410] [CE 4.518 (4.115)] [KD 3.257 (3.041)] 2024-10-17 14:45:00,200 - Train: 52.25% [653600/1251000] [522.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001410] [CE 3.928 (4.204)] [KD 3.010 (3.132)] 2024-10-17 14:45:12,304 - Train: 52.25% [653650/1251000] [522.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001410] [CE 3.666 (4.210)] [KD 3.005 (3.117)] 2024-10-17 14:45:24,497 - Train: 52.25% [653700/1251000] [522.5/1000.0] [batch_t 0.320 (0.244)] [data_t 0.009] [optim_t 0.311] [lr 0.001410] [CE 4.398 (4.186)] [KD 3.044 (3.114)] 2024-10-17 14:45:36,989 - Train: 52.26% [653750/1251000] [522.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001410] [CE 4.229 (4.182)] [KD 2.979 (3.094)] 2024-10-17 14:45:49,199 - Train: 52.26% [653800/1251000] [522.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001410] [CE 4.045 (4.185)] [KD 3.006 (3.086)] 2024-10-17 14:46:01,112 - Train: 52.27% [653850/1251000] [522.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001409] [CE 4.279 (4.189)] [KD 3.133 (3.097)] 2024-10-17 14:46:13,273 - Train: 52.27% [653900/1251000] [522.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001409] [CE 4.336 (4.216)] [KD 3.045 (3.085)] 2024-10-17 14:46:25,544 - Train: 52.27% [653950/1251000] [522.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001409] [CE 4.381 (4.193)] [KD 3.240 (3.085)] 2024-10-17 14:46:37,617 - Train: 52.28% [654000/1251000] [522.8/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.001409] [CE 3.590 (4.088)] [KD 2.691 (3.052)] 2024-10-17 14:46:50,188 - Train: 52.28% [654050/1251000] [522.8/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001409] [CE 4.496 (4.224)] [KD 3.102 (3.100)] 2024-10-17 14:47:02,653 - Train: 52.29% [654100/1251000] [522.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001408] [CE 4.048 (4.173)] [KD 2.989 (3.071)] 2024-10-17 14:47:14,998 - Train: 52.29% [654150/1251000] [522.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001408] [CE 4.621 (4.198)] [KD 3.570 (3.109)] 2024-10-17 14:47:27,439 - Train: 52.29% [654200/1251000] [522.9/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001408] [CE 4.529 (4.223)] [KD 3.323 (3.153)] 2024-10-17 14:47:39,657 - Train: 52.30% [654250/1251000] [523.0/1000.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.001408] [CE 4.675 (4.173)] [KD 3.292 (3.136)] 2024-10-17 14:47:58,020 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 38249] [top5_cnt 46732] [top_all 50000] 2024-10-17 14:47:58,020 - net: 76.498 (93.464) 2024-10-17 14:48:10,563 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40202] [top5_cnt 47603] [top_all 50000] 2024-10-17 14:48:10,564 - net_E: 80.404 (95.206) 2024-10-17 14:48:10,700 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:48:10,700 - ==> Total time: 1 day, 23:34:51 Eta: 1 day, 19:23:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:48:21,510 - Train: 52.30% [654300/1251000] [523.0/1000.0] [batch_t 0.239 (0.351)] [data_t 0.009] [optim_t 0.230] [lr 0.001408] [CE 4.267 (4.309)] [KD 3.110 (3.145)] 2024-10-17 14:48:33,805 - Train: 52.31% [654350/1251000] [523.1/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001408] [CE 4.018 (4.231)] [KD 2.931 (3.120)] 2024-10-17 14:48:46,514 - Train: 52.31% [654400/1251000] [523.1/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.001407] [CE 4.358 (4.123)] [KD 3.275 (3.073)] 2024-10-17 14:48:58,612 - Train: 52.31% [654450/1251000] [523.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001407] [CE 4.176 (4.196)] [KD 3.325 (3.107)] 2024-10-17 14:49:10,522 - Train: 52.32% [654500/1251000] [523.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001407] [CE 4.004 (4.155)] [KD 2.900 (3.084)] 2024-10-17 14:49:22,501 - Train: 52.32% [654550/1251000] [523.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001407] [CE 3.867 (4.140)] [KD 3.033 (3.080)] 2024-10-17 14:49:34,582 - Train: 52.33% [654600/1251000] [523.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001407] [CE 4.383 (4.168)] [KD 3.105 (3.103)] 2024-10-17 14:49:47,058 - Train: 52.33% [654650/1251000] [523.3/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001406] [CE 4.606 (4.197)] [KD 3.216 (3.101)] 2024-10-17 14:49:59,629 - Train: 52.33% [654700/1251000] [523.3/1000.0] [batch_t 0.244 (0.251)] [data_t 0.009] [optim_t 0.235] [lr 0.001406] [CE 4.273 (4.195)] [KD 2.948 (3.084)] 2024-10-17 14:50:11,569 - Train: 52.34% [654750/1251000] [523.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001406] [CE 4.090 (4.176)] [KD 3.033 (3.084)] 2024-10-17 14:50:23,649 - Train: 52.34% [654800/1251000] [523.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001406] [CE 3.982 (4.191)] [KD 3.095 (3.079)] 2024-10-17 14:50:35,907 - Train: 52.35% [654850/1251000] [523.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001406] [CE 4.457 (4.147)] [KD 3.327 (3.114)] 2024-10-17 14:50:48,063 - Train: 52.35% [654900/1251000] [523.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001405] [CE 4.747 (4.185)] [KD 3.611 (3.102)] 2024-10-17 14:51:00,580 - Train: 52.35% [654950/1251000] [523.5/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001405] [CE 4.275 (4.194)] [KD 3.015 (3.129)] 2024-10-17 14:51:13,002 - Train: 52.36% [655000/1251000] [523.6/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.001405] [CE 4.462 (4.131)] [KD 3.314 (3.120)] 2024-10-17 14:51:25,571 - Train: 52.36% [655050/1251000] [523.6/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001405] [CE 3.649 (4.149)] [KD 2.764 (3.092)] 2024-10-17 14:51:37,536 - Train: 52.37% [655100/1251000] [523.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.001405] [CE 4.076 (4.212)] [KD 2.872 (3.142)] 2024-10-17 14:51:49,528 - Train: 52.37% [655150/1251000] [523.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001405] [CE 4.855 (4.200)] [KD 3.508 (3.105)] 2024-10-17 14:52:01,766 - Train: 52.37% [655200/1251000] [523.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001404] [CE 3.859 (4.164)] [KD 2.895 (3.095)] 2024-10-17 14:52:13,899 - Train: 52.38% [655250/1251000] [523.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001404] [CE 4.100 (4.202)] [KD 3.002 (3.132)] 2024-10-17 14:52:26,222 - Train: 52.38% [655300/1251000] [523.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001404] [CE 4.033 (4.150)] [KD 2.862 (3.088)] 2024-10-17 14:52:38,663 - Train: 52.39% [655350/1251000] [523.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001404] [CE 3.324 (4.151)] [KD 2.724 (3.100)] 2024-10-17 14:52:50,701 - Train: 52.39% [655400/1251000] [523.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001404] [CE 4.589 (4.168)] [KD 3.305 (3.119)] 2024-10-17 14:53:02,739 - Train: 52.39% [655450/1251000] [523.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001403] [CE 4.412 (4.155)] [KD 3.206 (3.101)] 2024-10-17 14:53:14,801 - Train: 52.40% [655500/1251000] [524.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001403] [CE 3.865 (4.174)] [KD 2.884 (3.112)] 2024-10-17 14:53:32,975 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38542] [top5_cnt 46898] [top_all 50000] 2024-10-17 14:53:32,976 - net: 77.084 (93.796) 2024-10-17 14:53:46,006 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 40172] [top5_cnt 47572] [top_all 50000] 2024-10-17 14:53:46,006 - net_E: 80.344 (95.144) 2024-10-17 14:53:46,143 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:53:46,144 - ==> Total time: 1 day, 23:40:26 Eta: 1 day, 19:18:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:53:56,048 - Train: 52.40% [655550/1251000] [524.0/1000.0] [batch_t 0.239 (0.333)] [data_t 0.009] [optim_t 0.230] [lr 0.001403] [CE 4.152 (4.109)] [KD 3.031 (3.050)] 2024-10-17 14:54:08,372 - Train: 52.41% [655600/1251000] [524.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001403] [CE 4.293 (4.120)] [KD 3.037 (3.005)] 2024-10-17 14:54:20,800 - Train: 52.41% [655650/1251000] [524.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001403] [CE 4.573 (4.100)] [KD 3.365 (3.037)] 2024-10-17 14:54:32,900 - Train: 52.41% [655700/1251000] [524.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001402] [CE 4.051 (4.141)] [KD 2.988 (3.041)] 2024-10-17 14:54:44,957 - Train: 52.42% [655750/1251000] [524.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001402] [CE 4.683 (4.219)] [KD 3.211 (3.138)] 2024-10-17 14:54:56,903 - Train: 52.42% [655800/1251000] [524.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001402] [CE 3.995 (4.212)] [KD 3.072 (3.106)] 2024-10-17 14:55:09,172 - Train: 52.43% [655850/1251000] [524.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001402] [CE 4.385 (4.129)] [KD 3.203 (3.084)] 2024-10-17 14:55:20,955 - Train: 52.43% [655900/1251000] [524.3/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.001402] [CE 4.475 (4.147)] [KD 3.216 (3.089)] 2024-10-17 14:55:33,001 - Train: 52.43% [655950/1251000] [524.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001402] [CE 4.249 (4.182)] [KD 3.223 (3.113)] 2024-10-17 14:55:44,870 - Train: 52.44% [656000/1251000] [524.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001401] [CE 4.110 (4.182)] [KD 3.047 (3.113)] 2024-10-17 14:55:57,184 - Train: 52.44% [656050/1251000] [524.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001401] [CE 3.576 (4.126)] [KD 2.706 (3.057)] 2024-10-17 14:56:09,097 - Train: 52.45% [656100/1251000] [524.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001401] [CE 4.054 (4.183)] [KD 3.081 (3.062)] 2024-10-17 14:56:21,016 - Train: 52.45% [656150/1251000] [524.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001401] [CE 4.332 (4.160)] [KD 3.126 (3.079)] 2024-10-17 14:56:33,051 - Train: 52.45% [656200/1251000] [524.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001401] [CE 4.350 (4.157)] [KD 3.132 (3.081)] 2024-10-17 14:56:45,168 - Train: 52.46% [656250/1251000] [524.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001400] [CE 4.451 (4.209)] [KD 3.312 (3.033)] 2024-10-17 14:56:57,064 - Train: 52.46% [656300/1251000] [524.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001400] [CE 4.416 (4.211)] [KD 3.165 (3.102)] 2024-10-17 14:57:09,351 - Train: 52.47% [656350/1251000] [524.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001400] [CE 4.237 (4.152)] [KD 2.962 (3.067)] 2024-10-17 14:57:21,495 - Train: 52.47% [656400/1251000] [524.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001400] [CE 4.683 (4.164)] [KD 3.414 (3.084)] 2024-10-17 14:57:33,655 - Train: 52.47% [656450/1251000] [524.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001400] [CE 4.212 (4.151)] [KD 3.119 (3.097)] 2024-10-17 14:57:45,673 - Train: 52.48% [656500/1251000] [524.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001400] [CE 4.655 (4.240)] [KD 3.522 (3.127)] 2024-10-17 14:57:57,886 - Train: 52.48% [656550/1251000] [524.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001399] [CE 4.082 (4.187)] [KD 3.087 (3.102)] 2024-10-17 14:58:10,222 - Train: 52.49% [656600/1251000] [524.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001399] [CE 4.159 (4.194)] [KD 3.119 (3.087)] 2024-10-17 14:58:22,576 - Train: 52.49% [656650/1251000] [524.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.001399] [CE 4.375 (4.119)] [KD 3.178 (3.038)] 2024-10-17 14:58:34,704 - Train: 52.49% [656700/1251000] [524.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001399] [CE 4.310 (4.220)] [KD 3.108 (3.110)] 2024-10-17 14:58:46,946 - Train: 52.50% [656750/1251000] [525.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001399] [CE 4.150 (4.149)] [KD 2.877 (3.069)] 2024-10-17 14:59:05,249 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38593] [top5_cnt 46849] [top_all 50000] 2024-10-17 14:59:05,249 - net: 77.186 (93.698) 2024-10-17 14:59:18,082 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 40175] [top5_cnt 47598] [top_all 50000] 2024-10-17 14:59:18,083 - net_E: 80.350 (95.196) 2024-10-17 14:59:18,253 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 14:59:18,253 - ==> Total time: 1 day, 23:45:58 Eta: 1 day, 19:13:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 14:59:30,001 - Train: 52.50% [656800/1251000] [525.0/1000.0] [batch_t 0.238 (0.296)] [data_t 0.009] [optim_t 0.229] [lr 0.001398] [CE 3.075 (4.089)] [KD 2.578 (2.981)] 2024-10-17 14:59:42,239 - Train: 52.51% [656850/1251000] [525.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001398] [CE 3.553 (4.139)] [KD 2.589 (2.995)] 2024-10-17 14:59:54,258 - Train: 52.51% [656900/1251000] [525.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001398] [CE 4.183 (4.169)] [KD 3.214 (3.073)] 2024-10-17 15:00:06,290 - Train: 52.51% [656950/1251000] [525.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001398] [CE 4.251 (4.172)] [KD 3.294 (3.069)] 2024-10-17 15:00:18,335 - Train: 52.52% [657000/1251000] [525.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001398] [CE 4.162 (4.231)] [KD 3.038 (3.101)] 2024-10-17 15:00:30,910 - Train: 52.52% [657050/1251000] [525.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001397] [CE 4.063 (4.115)] [KD 3.052 (3.046)] 2024-10-17 15:00:43,042 - Train: 52.53% [657100/1251000] [525.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001397] [CE 3.968 (4.173)] [KD 2.849 (3.089)] 2024-10-17 15:00:55,010 - Train: 52.53% [657150/1251000] [525.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001397] [CE 3.836 (4.171)] [KD 2.786 (3.060)] 2024-10-17 15:01:07,159 - Train: 52.53% [657200/1251000] [525.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001397] [CE 3.728 (4.199)] [KD 2.800 (3.103)] 2024-10-17 15:01:19,080 - Train: 52.54% [657250/1251000] [525.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001397] [CE 4.117 (4.182)] [KD 3.096 (3.079)] 2024-10-17 15:01:31,055 - Train: 52.54% [657300/1251000] [525.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001397] [CE 3.566 (4.142)] [KD 2.763 (3.053)] 2024-10-17 15:01:43,352 - Train: 52.55% [657350/1251000] [525.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001396] [CE 3.645 (4.166)] [KD 2.963 (3.096)] 2024-10-17 15:01:55,604 - Train: 52.55% [657400/1251000] [525.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001396] [CE 3.994 (4.204)] [KD 2.966 (3.059)] 2024-10-17 15:02:07,801 - Train: 52.55% [657450/1251000] [525.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001396] [CE 4.654 (4.140)] [KD 3.359 (3.102)] 2024-10-17 15:02:20,009 - Train: 52.56% [657500/1251000] [525.6/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001396] [CE 4.383 (4.198)] [KD 3.106 (3.123)] 2024-10-17 15:02:32,272 - Train: 52.56% [657550/1251000] [525.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001396] [CE 4.224 (4.204)] [KD 3.035 (3.093)] 2024-10-17 15:02:44,407 - Train: 52.57% [657600/1251000] [525.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001395] [CE 4.482 (4.171)] [KD 3.139 (3.071)] 2024-10-17 15:02:57,076 - Train: 52.57% [657650/1251000] [525.7/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001395] [CE 4.252 (4.114)] [KD 3.342 (3.051)] 2024-10-17 15:03:09,535 - Train: 52.57% [657700/1251000] [525.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001395] [CE 4.230 (4.270)] [KD 3.146 (3.141)] 2024-10-17 15:03:22,289 - Train: 52.58% [657750/1251000] [525.8/1000.0] [batch_t 0.241 (0.255)] [data_t 0.009] [optim_t 0.232] [lr 0.001395] [CE 4.325 (4.142)] [KD 3.015 (3.080)] 2024-10-17 15:03:34,744 - Train: 52.58% [657800/1251000] [525.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001395] [CE 4.257 (4.220)] [KD 3.213 (3.118)] 2024-10-17 15:03:47,380 - Train: 52.59% [657850/1251000] [525.9/1000.0] [batch_t 0.384 (0.253)] [data_t 0.009] [optim_t 0.375] [lr 0.001394] [CE 4.206 (4.203)] [KD 3.135 (3.118)] 2024-10-17 15:03:59,806 - Train: 52.59% [657900/1251000] [525.9/1000.0] [batch_t 0.349 (0.248)] [data_t 0.125] [optim_t 0.223] [lr 0.001394] [CE 4.371 (4.173)] [KD 3.282 (3.124)] 2024-10-17 15:04:12,359 - Train: 52.59% [657950/1251000] [525.9/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001394] [CE 3.956 (4.224)] [KD 2.848 (3.100)] 2024-10-17 15:04:24,902 - Train: 52.60% [658000/1251000] [526.0/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001394] [CE 4.361 (4.160)] [KD 2.960 (3.028)] 2024-10-17 15:04:43,789 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38575] [top5_cnt 46909] [top_all 50000] 2024-10-17 15:04:43,789 - net: 77.150 (93.818) 2024-10-17 15:04:56,154 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40173] [top5_cnt 47609] [top_all 50000] 2024-10-17 15:04:56,154 - net_E: 80.346 (95.218) 2024-10-17 15:04:56,295 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 15:04:56,295 - ==> Total time: 1 day, 23:51:36 Eta: 1 day, 19:07:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:05:05,861 - Train: 52.60% [658050/1251000] [526.0/1000.0] [batch_t 0.234 (0.339)] [data_t 0.009] [optim_t 0.225] [lr 0.001394] [CE 4.153 (4.137)] [KD 2.903 (3.043)] 2024-10-17 15:05:18,387 - Train: 52.61% [658100/1251000] [526.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001394] [CE 4.329 (4.103)] [KD 3.190 (2.989)] 2024-10-17 15:05:30,537 - Train: 52.61% [658150/1251000] [526.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001393] [CE 4.178 (4.181)] [KD 2.912 (3.049)] 2024-10-17 15:05:42,609 - Train: 52.61% [658200/1251000] [526.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001393] [CE 4.731 (4.148)] [KD 3.213 (3.004)] 2024-10-17 15:05:54,624 - Train: 52.62% [658250/1251000] [526.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001393] [CE 4.378 (4.175)] [KD 3.080 (3.089)] 2024-10-17 15:06:06,635 - Train: 52.62% [658300/1251000] [526.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001393] [CE 4.256 (4.220)] [KD 3.236 (3.098)] 2024-10-17 15:06:18,958 - Train: 52.63% [658350/1251000] [526.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001393] [CE 4.406 (4.115)] [KD 3.188 (3.016)] 2024-10-17 15:06:31,171 - Train: 52.63% [658400/1251000] [526.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001392] [CE 3.917 (4.149)] [KD 3.011 (3.080)] 2024-10-17 15:06:43,146 - Train: 52.63% [658450/1251000] [526.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001392] [CE 4.177 (4.215)] [KD 2.979 (3.111)] 2024-10-17 15:06:55,233 - Train: 52.64% [658500/1251000] [526.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001392] [CE 4.501 (4.182)] [KD 3.183 (3.094)] 2024-10-17 15:07:07,218 - Train: 52.64% [658550/1251000] [526.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001392] [CE 3.699 (4.166)] [KD 2.744 (3.071)] 2024-10-17 15:07:19,024 - Train: 52.65% [658600/1251000] [526.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001392] [CE 4.268 (4.171)] [KD 3.254 (3.109)] 2024-10-17 15:07:30,929 - Train: 52.65% [658650/1251000] [526.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001392] [CE 4.479 (4.219)] [KD 3.283 (3.088)] 2024-10-17 15:07:43,120 - Train: 52.65% [658700/1251000] [526.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001391] [CE 4.203 (4.206)] [KD 3.098 (3.068)] 2024-10-17 15:07:55,631 - Train: 52.66% [658750/1251000] [526.6/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001391] [CE 4.533 (4.187)] [KD 3.170 (3.090)] 2024-10-17 15:08:07,660 - Train: 52.66% [658800/1251000] [526.6/1000.0] [batch_t 0.322 (0.240)] [data_t 0.009] [optim_t 0.313] [lr 0.001391] [CE 4.289 (4.165)] [KD 3.210 (3.097)] 2024-10-17 15:08:19,758 - Train: 52.67% [658850/1251000] [526.7/1000.0] [batch_t 0.266 (0.242)] [data_t 0.009] [optim_t 0.257] [lr 0.001391] [CE 4.014 (4.098)] [KD 3.138 (3.021)] 2024-10-17 15:08:32,170 - Train: 52.67% [658900/1251000] [526.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001391] [CE 4.046 (4.193)] [KD 2.969 (3.141)] 2024-10-17 15:08:44,275 - Train: 52.67% [658950/1251000] [526.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001390] [CE 4.460 (4.153)] [KD 3.340 (3.113)] 2024-10-17 15:08:56,906 - Train: 52.68% [659000/1251000] [526.8/1000.0] [batch_t 0.242 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.001390] [CE 4.596 (4.126)] [KD 3.223 (3.053)] 2024-10-17 15:09:08,979 - Train: 52.68% [659050/1251000] [526.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001390] [CE 4.299 (4.148)] [KD 3.217 (3.078)] 2024-10-17 15:09:21,364 - Train: 52.69% [659100/1251000] [526.9/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.001390] [CE 3.823 (4.097)] [KD 2.898 (3.053)] 2024-10-17 15:09:33,625 - Train: 52.69% [659150/1251000] [526.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001390] [CE 4.577 (4.166)] [KD 3.342 (3.059)] 2024-10-17 15:09:45,701 - Train: 52.69% [659200/1251000] [526.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001389] [CE 4.345 (4.180)] [KD 3.293 (3.070)] 2024-10-17 15:09:57,614 - Train: 52.70% [659250/1251000] [527.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001389] [CE 4.382 (4.134)] [KD 3.116 (3.040)] 2024-10-17 15:10:16,634 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38451] [top5_cnt 46788] [top_all 50000] 2024-10-17 15:10:16,634 - net: 76.902 (93.576) 2024-10-17 15:10:29,208 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40183] [top5_cnt 47608] [top_all 50000] 2024-10-17 15:10:29,208 - net_E: 80.366 (95.216) 2024-10-17 15:10:29,343 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.408 (epoch: 514)] 2024-10-17 15:10:29,344 - ==> Total time: 1 day, 23:57:09 Eta: 1 day, 19:02:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:10:39,428 - Train: 52.70% [659300/1251000] [527.0/1000.0] [batch_t 0.236 (0.372)] [data_t 0.009] [optim_t 0.227] [lr 0.001389] [CE 4.362 (4.135)] [KD 3.148 (3.045)] 2024-10-17 15:10:52,030 - Train: 52.71% [659350/1251000] [527.1/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001389] [CE 3.846 (4.163)] [KD 2.901 (3.037)] 2024-10-17 15:11:03,969 - Train: 52.71% [659400/1251000] [527.1/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001389] [CE 3.433 (4.116)] [KD 2.840 (3.024)] 2024-10-17 15:11:16,076 - Train: 52.71% [659450/1251000] [527.1/1000.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.001389] [CE 3.866 (4.071)] [KD 3.037 (2.999)] 2024-10-17 15:11:28,912 - Train: 52.72% [659500/1251000] [527.2/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.001388] [CE 4.174 (4.234)] [KD 2.890 (3.097)] 2024-10-17 15:11:41,514 - Train: 52.72% [659550/1251000] [527.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001388] [CE 4.327 (4.165)] [KD 3.098 (3.065)] 2024-10-17 15:11:53,994 - Train: 52.73% [659600/1251000] [527.3/1000.0] [batch_t 0.257 (0.249)] [data_t 0.009] [optim_t 0.248] [lr 0.001388] [CE 4.204 (4.122)] [KD 3.344 (3.075)] 2024-10-17 15:12:06,513 - Train: 52.73% [659650/1251000] [527.3/1000.0] [batch_t 0.266 (0.250)] [data_t 0.009] [optim_t 0.257] [lr 0.001388] [CE 4.205 (4.144)] [KD 2.910 (3.048)] 2024-10-17 15:12:19,190 - Train: 52.73% [659700/1251000] [527.3/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001388] [CE 4.438 (4.201)] [KD 3.195 (3.055)] 2024-10-17 15:12:31,900 - Train: 52.74% [659750/1251000] [527.4/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001387] [CE 4.043 (4.075)] [KD 2.938 (2.952)] 2024-10-17 15:12:43,972 - Train: 52.74% [659800/1251000] [527.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001387] [CE 3.966 (4.108)] [KD 2.810 (3.028)] 2024-10-17 15:12:56,150 - Train: 52.75% [659850/1251000] [527.5/1000.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.001387] [CE 3.866 (4.163)] [KD 2.730 (3.081)] 2024-10-17 15:13:08,569 - Train: 52.75% [659900/1251000] [527.5/1000.0] [batch_t 0.304 (0.248)] [data_t 0.009] [optim_t 0.295] [lr 0.001387] [CE 4.034 (4.174)] [KD 2.774 (3.085)] 2024-10-17 15:13:21,243 - Train: 52.75% [659950/1251000] [527.5/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001387] [CE 3.652 (4.227)] [KD 2.846 (3.100)] 2024-10-17 15:13:33,525 - Train: 52.76% [660000/1251000] [527.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001387] [CE 4.100 (4.089)] [KD 2.946 (3.073)] 2024-10-17 15:13:45,907 - Train: 52.76% [660050/1251000] [527.6/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001386] [CE 4.477 (4.185)] [KD 3.053 (3.069)] 2024-10-17 15:13:58,333 - Train: 52.77% [660100/1251000] [527.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001386] [CE 4.089 (4.139)] [KD 3.030 (3.072)] 2024-10-17 15:14:10,729 - Train: 52.77% [660150/1251000] [527.7/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001386] [CE 4.134 (4.216)] [KD 3.306 (3.081)] 2024-10-17 15:14:22,815 - Train: 52.77% [660200/1251000] [527.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001386] [CE 4.617 (4.204)] [KD 3.275 (3.130)] 2024-10-17 15:14:34,983 - Train: 52.78% [660250/1251000] [527.8/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001386] [CE 3.961 (4.181)] [KD 3.225 (3.066)] 2024-10-17 15:14:47,156 - Train: 52.78% [660300/1251000] [527.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001385] [CE 3.818 (4.126)] [KD 2.973 (3.130)] 2024-10-17 15:14:59,515 - Train: 52.79% [660350/1251000] [527.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001385] [CE 3.900 (4.268)] [KD 2.991 (3.151)] 2024-10-17 15:15:11,572 - Train: 52.79% [660400/1251000] [527.9/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001385] [CE 4.097 (4.205)] [KD 3.009 (3.106)] 2024-10-17 15:15:23,581 - Train: 52.79% [660450/1251000] [527.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001385] [CE 4.065 (4.142)] [KD 3.049 (3.057)] 2024-10-17 15:15:35,978 - Train: 52.80% [660500/1251000] [528.0/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001385] [CE 3.908 (4.176)] [KD 2.928 (3.061)] 2024-10-17 15:15:55,092 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38562] [top5_cnt 46849] [top_all 50000] 2024-10-17 15:15:55,093 - net: 77.124 (93.698) 2024-10-17 15:16:07,432 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40215] [top5_cnt 47611] [top_all 50000] 2024-10-17 15:16:07,433 - net_E: 80.430 (95.222) 2024-10-17 15:16:07,592 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.430 (epoch: 528)] 2024-10-17 15:16:07,593 - ==> Total time: 2 days, 0:02:48 Eta: 1 day, 18:57:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:16:19,185 - Train: 52.80% [660550/1251000] [528.0/1000.0] [batch_t 0.464 (0.310)] [data_t 0.009] [optim_t 0.455] [lr 0.001384] [CE 3.674 (4.099)] [KD 2.710 (3.035)] 2024-10-17 15:16:31,208 - Train: 52.81% [660600/1251000] [528.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001384] [CE 4.287 (4.103)] [KD 3.153 (3.040)] 2024-10-17 15:16:43,629 - Train: 52.81% [660650/1251000] [528.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001384] [CE 4.080 (4.147)] [KD 2.936 (3.057)] 2024-10-17 15:16:55,434 - Train: 52.81% [660700/1251000] [528.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001384] [CE 4.121 (4.151)] [KD 2.983 (3.105)] 2024-10-17 15:17:07,473 - Train: 52.82% [660750/1251000] [528.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001384] [CE 4.259 (4.193)] [KD 3.171 (3.106)] 2024-10-17 15:17:19,432 - Train: 52.82% [660800/1251000] [528.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001384] [CE 4.333 (4.174)] [KD 3.228 (3.078)] 2024-10-17 15:17:31,889 - Train: 52.83% [660850/1251000] [528.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.001383] [CE 4.317 (4.155)] [KD 3.290 (3.086)] 2024-10-17 15:17:44,252 - Train: 52.83% [660900/1251000] [528.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001383] [CE 4.437 (4.112)] [KD 3.071 (3.070)] 2024-10-17 15:17:56,445 - Train: 52.83% [660950/1251000] [528.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001383] [CE 4.814 (4.236)] [KD 3.269 (3.064)] 2024-10-17 15:18:08,330 - Train: 52.84% [661000/1251000] [528.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001383] [CE 4.713 (4.229)] [KD 3.176 (3.070)] 2024-10-17 15:18:20,346 - Train: 52.84% [661050/1251000] [528.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001383] [CE 4.289 (4.164)] [KD 3.166 (3.038)] 2024-10-17 15:18:32,137 - Train: 52.85% [661100/1251000] [528.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001382] [CE 4.282 (4.173)] [KD 3.082 (3.057)] 2024-10-17 15:18:44,421 - Train: 52.85% [661150/1251000] [528.5/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.001382] [CE 4.475 (4.135)] [KD 3.208 (3.006)] 2024-10-17 15:18:56,586 - Train: 52.85% [661200/1251000] [528.5/1000.0] [batch_t 0.375 (0.243)] [data_t 0.009] [optim_t 0.366] [lr 0.001382] [CE 3.543 (4.113)] [KD 2.704 (3.036)] 2024-10-17 15:19:08,869 - Train: 52.86% [661250/1251000] [528.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001382] [CE 3.916 (4.194)] [KD 3.036 (3.060)] 2024-10-17 15:19:20,972 - Train: 52.86% [661300/1251000] [528.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001382] [CE 4.024 (4.148)] [KD 3.073 (3.086)] 2024-10-17 15:19:33,109 - Train: 52.87% [661350/1251000] [528.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001381] [CE 4.016 (4.209)] [KD 3.136 (3.101)] 2024-10-17 15:19:45,026 - Train: 52.87% [661400/1251000] [528.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001381] [CE 4.481 (4.138)] [KD 3.221 (3.090)] 2024-10-17 15:19:57,391 - Train: 52.87% [661450/1251000] [528.7/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.001381] [CE 4.400 (4.169)] [KD 3.297 (3.041)] 2024-10-17 15:20:09,493 - Train: 52.88% [661500/1251000] [528.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001381] [CE 4.380 (4.119)] [KD 3.141 (3.067)] 2024-10-17 15:20:21,950 - Train: 52.88% [661550/1251000] [528.8/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.001381] [CE 4.096 (4.185)] [KD 2.898 (3.078)] 2024-10-17 15:20:34,091 - Train: 52.89% [661600/1251000] [528.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001381] [CE 4.461 (4.146)] [KD 3.130 (3.104)] 2024-10-17 15:20:46,249 - Train: 52.89% [661650/1251000] [528.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001380] [CE 4.104 (4.184)] [KD 2.990 (3.135)] 2024-10-17 15:20:58,337 - Train: 52.89% [661700/1251000] [528.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001380] [CE 3.896 (4.166)] [KD 2.845 (3.107)] 2024-10-17 15:21:10,707 - Train: 52.90% [661750/1251000] [529.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001380] [CE 4.111 (4.152)] [KD 3.203 (3.056)] 2024-10-17 15:21:29,779 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38491] [top5_cnt 46895] [top_all 50000] 2024-10-17 15:21:29,780 - net: 76.982 (93.790) 2024-10-17 15:21:42,078 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40221] [top5_cnt 47616] [top_all 50000] 2024-10-17 15:21:42,079 - net_E: 80.442 (95.232) 2024-10-17 15:21:42,251 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:21:42,251 - ==> Total time: 2 days, 0:08:22 Eta: 1 day, 18:51:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:21:52,920 - Train: 52.90% [661800/1251000] [529.0/1000.0] [batch_t 0.233 (0.284)] [data_t 0.009] [optim_t 0.224] [lr 0.001380] [CE 4.306 (4.270)] [KD 3.126 (3.088)] 2024-10-17 15:22:05,347 - Train: 52.91% [661850/1251000] [529.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001380] [CE 4.124 (4.154)] [KD 3.186 (3.073)] 2024-10-17 15:22:17,416 - Train: 52.91% [661900/1251000] [529.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001379] [CE 4.366 (4.160)] [KD 3.144 (3.077)] 2024-10-17 15:22:29,550 - Train: 52.91% [661950/1251000] [529.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001379] [CE 4.174 (4.173)] [KD 3.062 (3.072)] 2024-10-17 15:22:41,685 - Train: 52.92% [662000/1251000] [529.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.012] [optim_t 0.231] [lr 0.001379] [CE 4.159 (4.122)] [KD 3.174 (3.043)] 2024-10-17 15:22:54,409 - Train: 52.92% [662050/1251000] [529.2/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.001379] [CE 4.370 (4.208)] [KD 2.970 (3.047)] 2024-10-17 15:23:06,120 - Train: 52.93% [662100/1251000] [529.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001379] [CE 4.079 (4.094)] [KD 2.961 (2.994)] 2024-10-17 15:23:18,333 - Train: 52.93% [662150/1251000] [529.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001379] [CE 4.351 (4.205)] [KD 3.323 (3.082)] 2024-10-17 15:23:30,580 - Train: 52.93% [662200/1251000] [529.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001378] [CE 4.338 (4.170)] [KD 3.281 (3.067)] 2024-10-17 15:23:43,052 - Train: 52.94% [662250/1251000] [529.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001378] [CE 4.580 (4.170)] [KD 3.351 (3.057)] 2024-10-17 15:23:55,386 - Train: 52.94% [662300/1251000] [529.4/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001378] [CE 4.216 (4.135)] [KD 2.955 (3.059)] 2024-10-17 15:24:07,853 - Train: 52.95% [662350/1251000] [529.5/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001378] [CE 4.773 (4.168)] [KD 3.112 (3.016)] 2024-10-17 15:24:20,213 - Train: 52.95% [662400/1251000] [529.5/1000.0] [batch_t 0.269 (0.247)] [data_t 0.009] [optim_t 0.260] [lr 0.001378] [CE 4.278 (4.169)] [KD 3.257 (3.056)] 2024-10-17 15:24:32,797 - Train: 52.95% [662450/1251000] [529.5/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001377] [CE 4.417 (4.161)] [KD 3.190 (3.084)] 2024-10-17 15:24:45,128 - Train: 52.96% [662500/1251000] [529.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001377] [CE 4.071 (4.102)] [KD 3.019 (3.078)] 2024-10-17 15:24:57,275 - Train: 52.96% [662550/1251000] [529.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001377] [CE 3.879 (4.200)] [KD 3.037 (3.075)] 2024-10-17 15:25:09,667 - Train: 52.97% [662600/1251000] [529.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001377] [CE 4.199 (4.120)] [KD 2.980 (3.077)] 2024-10-17 15:25:22,166 - Train: 52.97% [662650/1251000] [529.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001377] [CE 4.256 (4.109)] [KD 3.145 (3.089)] 2024-10-17 15:25:34,649 - Train: 52.97% [662700/1251000] [529.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001376] [CE 4.047 (4.156)] [KD 2.878 (3.049)] 2024-10-17 15:25:46,917 - Train: 52.98% [662750/1251000] [529.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001376] [CE 4.722 (4.190)] [KD 3.194 (3.072)] 2024-10-17 15:25:59,711 - Train: 52.98% [662800/1251000] [529.8/1000.0] [batch_t 0.302 (0.256)] [data_t 0.009] [optim_t 0.293] [lr 0.001376] [CE 4.184 (4.159)] [KD 3.062 (3.070)] 2024-10-17 15:26:12,318 - Train: 52.99% [662850/1251000] [529.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001376] [CE 3.938 (4.151)] [KD 2.790 (3.090)] 2024-10-17 15:26:24,142 - Train: 52.99% [662900/1251000] [529.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001376] [CE 4.539 (4.227)] [KD 3.033 (3.117)] 2024-10-17 15:26:36,401 - Train: 52.99% [662950/1251000] [529.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001376] [CE 4.512 (4.186)] [KD 3.375 (3.117)] 2024-10-17 15:26:48,678 - Train: 53.00% [663000/1251000] [530.0/1000.0] [batch_t 0.256 (0.245)] [data_t 0.009] [optim_t 0.247] [lr 0.001375] [CE 4.330 (4.194)] [KD 3.036 (3.087)] 2024-10-17 15:27:08,722 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 38543] [top5_cnt 46886] [top_all 50000] 2024-10-17 15:27:08,723 - net: 77.086 (93.772) 2024-10-17 15:27:21,136 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40206] [top5_cnt 47605] [top_all 50000] 2024-10-17 15:27:21,137 - net_E: 80.412 (95.210) 2024-10-17 15:27:21,268 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:27:21,269 - ==> Total time: 2 days, 0:14:01 Eta: 1 day, 18:46:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:27:30,213 - Train: 53.00% [663050/1251000] [530.0/1000.0] [batch_t 0.237 (0.382)] [data_t 0.009] [optim_t 0.228] [lr 0.001375] [CE 3.992 (4.174)] [KD 2.907 (3.083)] 2024-10-17 15:27:42,239 - Train: 53.01% [663100/1251000] [530.1/1000.0] [batch_t 0.316 (0.240)] [data_t 0.009] [optim_t 0.307] [lr 0.001375] [CE 4.311 (4.262)] [KD 3.301 (3.081)] 2024-10-17 15:27:54,307 - Train: 53.01% [663150/1251000] [530.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001375] [CE 3.978 (4.171)] [KD 3.056 (3.089)] 2024-10-17 15:28:06,078 - Train: 53.01% [663200/1251000] [530.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001375] [CE 4.088 (4.200)] [KD 3.053 (3.114)] 2024-10-17 15:28:18,127 - Train: 53.02% [663250/1251000] [530.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001374] [CE 4.623 (4.215)] [KD 3.150 (3.099)] 2024-10-17 15:28:30,301 - Train: 53.02% [663300/1251000] [530.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001374] [CE 4.410 (4.162)] [KD 3.154 (3.057)] 2024-10-17 15:28:42,314 - Train: 53.03% [663350/1251000] [530.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001374] [CE 4.168 (4.181)] [KD 3.114 (3.040)] 2024-10-17 15:28:54,365 - Train: 53.03% [663400/1251000] [530.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001374] [CE 4.305 (4.227)] [KD 3.076 (3.068)] 2024-10-17 15:29:06,403 - Train: 53.03% [663450/1251000] [530.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001374] [CE 4.084 (4.158)] [KD 3.136 (3.078)] 2024-10-17 15:29:18,332 - Train: 53.04% [663500/1251000] [530.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001374] [CE 3.979 (4.230)] [KD 3.034 (3.080)] 2024-10-17 15:29:30,220 - Train: 53.04% [663550/1251000] [530.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001373] [CE 4.016 (4.144)] [KD 3.175 (3.006)] 2024-10-17 15:29:42,644 - Train: 53.05% [663600/1251000] [530.5/1000.0] [batch_t 0.390 (0.248)] [data_t 0.009] [optim_t 0.381] [lr 0.001373] [CE 4.270 (4.133)] [KD 2.974 (3.018)] 2024-10-17 15:29:54,699 - Train: 53.05% [663650/1251000] [530.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001373] [CE 3.711 (4.193)] [KD 2.828 (3.033)] 2024-10-17 15:30:07,214 - Train: 53.05% [663700/1251000] [530.5/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.001373] [CE 4.172 (4.129)] [KD 3.112 (3.073)] 2024-10-17 15:30:19,044 - Train: 53.06% [663750/1251000] [530.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001373] [CE 3.913 (4.172)] [KD 2.962 (3.079)] 2024-10-17 15:30:30,965 - Train: 53.06% [663800/1251000] [530.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001372] [CE 4.002 (4.156)] [KD 2.663 (3.034)] 2024-10-17 15:30:43,311 - Train: 53.07% [663850/1251000] [530.7/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001372] [CE 3.963 (4.176)] [KD 3.041 (3.077)] 2024-10-17 15:30:55,341 - Train: 53.07% [663900/1251000] [530.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001372] [CE 3.969 (4.153)] [KD 3.024 (3.030)] 2024-10-17 15:31:07,294 - Train: 53.07% [663950/1251000] [530.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001372] [CE 3.956 (4.151)] [KD 3.291 (3.070)] 2024-10-17 15:31:19,291 - Train: 53.08% [664000/1251000] [530.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001372] [CE 3.916 (4.162)] [KD 2.904 (3.044)] 2024-10-17 15:31:31,439 - Train: 53.08% [664050/1251000] [530.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001371] [CE 3.654 (4.193)] [KD 2.764 (3.069)] 2024-10-17 15:31:43,360 - Train: 53.09% [664100/1251000] [530.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001371] [CE 3.711 (4.146)] [KD 2.695 (3.058)] 2024-10-17 15:31:55,126 - Train: 53.09% [664150/1251000] [530.9/1000.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.001371] [CE 4.056 (4.100)] [KD 3.092 (3.028)] 2024-10-17 15:32:07,257 - Train: 53.09% [664200/1251000] [530.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001371] [CE 4.186 (4.198)] [KD 3.205 (3.087)] 2024-10-17 15:32:19,153 - Train: 53.10% [664250/1251000] [531.0/1000.0] [batch_t 0.264 (0.238)] [data_t 0.009] [optim_t 0.255] [lr 0.001371] [CE 4.346 (4.238)] [KD 3.006 (3.080)] 2024-10-17 15:32:39,660 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.253)] [top1_cnt 38628] [top5_cnt 46834] [top_all 50000] 2024-10-17 15:32:39,661 - net: 77.256 (93.668) 2024-10-17 15:32:52,086 - Test (net_E): 100.00% [50/50] [batch_t 0.125 (0.242)] [top1_cnt 40171] [top5_cnt 47631] [top_all 50000] 2024-10-17 15:32:52,086 - net_E: 80.342 (95.262) 2024-10-17 15:32:52,231 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:32:52,231 - ==> Total time: 2 days, 0:19:32 Eta: 1 day, 18:40:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:33:00,438 - Train: 53.10% [664300/1251000] [531.0/1000.0] [batch_t 0.234 (0.361)] [data_t 0.009] [optim_t 0.225] [lr 0.001371] [CE 4.258 (4.222)] [KD 3.007 (3.107)] 2024-10-17 15:33:13,021 - Train: 53.11% [664350/1251000] [531.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001370] [CE 3.987 (4.172)] [KD 2.845 (3.042)] 2024-10-17 15:33:24,823 - Train: 53.11% [664400/1251000] [531.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001370] [CE 4.035 (4.124)] [KD 3.053 (3.050)] 2024-10-17 15:33:37,283 - Train: 53.11% [664450/1251000] [531.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001370] [CE 4.372 (4.236)] [KD 3.337 (3.047)] 2024-10-17 15:33:49,091 - Train: 53.12% [664500/1251000] [531.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001370] [CE 4.523 (4.137)] [KD 3.121 (3.029)] 2024-10-17 15:34:01,597 - Train: 53.12% [664550/1251000] [531.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001370] [CE 3.785 (4.159)] [KD 2.902 (3.068)] 2024-10-17 15:34:13,882 - Train: 53.13% [664600/1251000] [531.3/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001369] [CE 4.254 (4.153)] [KD 3.124 (3.054)] 2024-10-17 15:34:25,990 - Train: 53.13% [664650/1251000] [531.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001369] [CE 4.389 (4.172)] [KD 3.164 (3.051)] 2024-10-17 15:34:37,790 - Train: 53.13% [664700/1251000] [531.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001369] [CE 4.013 (4.166)] [KD 2.953 (3.097)] 2024-10-17 15:34:50,136 - Train: 53.14% [664750/1251000] [531.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001369] [CE 4.447 (4.164)] [KD 3.338 (3.087)] 2024-10-17 15:35:02,010 - Train: 53.14% [664800/1251000] [531.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001369] [CE 4.495 (4.129)] [KD 3.316 (3.048)] 2024-10-17 15:35:14,167 - Train: 53.15% [664850/1251000] [531.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001368] [CE 3.918 (4.161)] [KD 2.855 (3.072)] 2024-10-17 15:35:26,239 - Train: 53.15% [664900/1251000] [531.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001368] [CE 4.636 (4.146)] [KD 3.418 (3.028)] 2024-10-17 15:35:38,683 - Train: 53.15% [664950/1251000] [531.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001368] [CE 4.097 (4.155)] [KD 3.093 (3.114)] 2024-10-17 15:35:50,558 - Train: 53.16% [665000/1251000] [531.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001368] [CE 4.100 (4.182)] [KD 3.291 (3.112)] 2024-10-17 15:36:02,943 - Train: 53.16% [665050/1251000] [531.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001368] [CE 3.959 (4.138)] [KD 2.762 (3.089)] 2024-10-17 15:36:15,195 - Train: 53.17% [665100/1251000] [531.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001368] [CE 3.386 (4.175)] [KD 2.815 (3.093)] 2024-10-17 15:36:27,815 - Train: 53.17% [665150/1251000] [531.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001367] [CE 4.328 (4.167)] [KD 3.060 (3.050)] 2024-10-17 15:36:39,819 - Train: 53.17% [665200/1251000] [531.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001367] [CE 4.456 (4.168)] [KD 3.036 (3.059)] 2024-10-17 15:36:52,183 - Train: 53.18% [665250/1251000] [531.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001367] [CE 4.486 (4.173)] [KD 3.184 (3.085)] 2024-10-17 15:37:04,065 - Train: 53.18% [665300/1251000] [531.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001367] [CE 3.769 (4.169)] [KD 2.824 (3.076)] 2024-10-17 15:37:16,574 - Train: 53.19% [665350/1251000] [531.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001367] [CE 4.458 (4.185)] [KD 2.995 (3.053)] 2024-10-17 15:37:28,560 - Train: 53.19% [665400/1251000] [531.9/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.001366] [CE 4.061 (4.024)] [KD 3.011 (2.975)] 2024-10-17 15:37:40,991 - Train: 53.19% [665450/1251000] [531.9/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001366] [CE 3.624 (4.144)] [KD 2.776 (3.008)] 2024-10-17 15:37:52,892 - Train: 53.20% [665500/1251000] [532.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001366] [CE 4.479 (4.208)] [KD 3.361 (3.119)] 2024-10-17 15:38:13,322 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.243)] [top1_cnt 38590] [top5_cnt 46826] [top_all 50000] 2024-10-17 15:38:13,322 - net: 77.180 (93.652) 2024-10-17 15:38:25,804 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40201] [top5_cnt 47629] [top_all 50000] 2024-10-17 15:38:25,805 - net_E: 80.402 (95.258) 2024-10-17 15:38:25,919 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:38:25,919 - ==> Total time: 2 days, 0:25:06 Eta: 1 day, 18:35:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:38:34,416 - Train: 53.20% [665550/1251000] [532.0/1000.0] [batch_t 0.235 (0.390)] [data_t 0.009] [optim_t 0.226] [lr 0.001366] [CE 4.415 (4.203)] [KD 3.126 (3.088)] 2024-10-17 15:38:46,563 - Train: 53.21% [665600/1251000] [532.1/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001366] [CE 4.320 (4.109)] [KD 3.360 (3.050)] 2024-10-17 15:38:58,464 - Train: 53.21% [665650/1251000] [532.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001366] [CE 3.842 (4.179)] [KD 2.971 (3.091)] 2024-10-17 15:39:10,451 - Train: 53.21% [665700/1251000] [532.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001365] [CE 4.192 (4.132)] [KD 3.073 (3.069)] 2024-10-17 15:39:23,244 - Train: 53.22% [665750/1251000] [532.2/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.001365] [CE 4.365 (4.224)] [KD 2.901 (3.066)] 2024-10-17 15:39:35,504 - Train: 53.22% [665800/1251000] [532.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001365] [CE 4.262 (4.131)] [KD 3.228 (2.984)] 2024-10-17 15:39:47,436 - Train: 53.23% [665850/1251000] [532.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001365] [CE 3.902 (4.161)] [KD 2.891 (3.064)] 2024-10-17 15:39:59,734 - Train: 53.23% [665900/1251000] [532.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001365] [CE 4.544 (4.191)] [KD 3.162 (3.053)] 2024-10-17 15:40:12,076 - Train: 53.23% [665950/1251000] [532.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001364] [CE 4.047 (4.222)] [KD 3.183 (3.109)] 2024-10-17 15:40:24,111 - Train: 53.24% [666000/1251000] [532.4/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001364] [CE 3.832 (4.127)] [KD 2.874 (3.034)] 2024-10-17 15:40:36,164 - Train: 53.24% [666050/1251000] [532.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001364] [CE 4.258 (4.187)] [KD 3.097 (3.024)] 2024-10-17 15:40:48,596 - Train: 53.25% [666100/1251000] [532.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001364] [CE 4.714 (4.246)] [KD 3.343 (3.107)] 2024-10-17 15:41:00,999 - Train: 53.25% [666150/1251000] [532.5/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001364] [CE 4.269 (4.164)] [KD 2.966 (3.048)] 2024-10-17 15:41:13,182 - Train: 53.25% [666200/1251000] [532.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001363] [CE 4.029 (4.141)] [KD 3.069 (3.050)] 2024-10-17 15:41:25,497 - Train: 53.26% [666250/1251000] [532.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001363] [CE 3.521 (4.163)] [KD 2.832 (3.085)] 2024-10-17 15:41:37,634 - Train: 53.26% [666300/1251000] [532.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001363] [CE 4.613 (4.226)] [KD 3.095 (3.069)] 2024-10-17 15:41:49,904 - Train: 53.27% [666350/1251000] [532.7/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.001363] [CE 4.327 (4.065)] [KD 3.098 (3.029)] 2024-10-17 15:42:02,297 - Train: 53.27% [666400/1251000] [532.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001363] [CE 4.057 (4.158)] [KD 2.975 (3.082)] 2024-10-17 15:42:14,271 - Train: 53.27% [666450/1251000] [532.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001363] [CE 4.267 (4.129)] [KD 3.181 (3.059)] 2024-10-17 15:42:26,236 - Train: 53.28% [666500/1251000] [532.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001362] [CE 3.968 (4.159)] [KD 3.196 (3.074)] 2024-10-17 15:42:39,011 - Train: 53.28% [666550/1251000] [532.8/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001362] [CE 4.090 (4.242)] [KD 3.014 (3.119)] 2024-10-17 15:42:51,061 - Train: 53.29% [666600/1251000] [532.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001362] [CE 4.229 (4.194)] [KD 3.189 (3.116)] 2024-10-17 15:43:03,070 - Train: 53.29% [666650/1251000] [532.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001362] [CE 4.159 (4.088)] [KD 2.938 (3.026)] 2024-10-17 15:43:15,377 - Train: 53.29% [666700/1251000] [532.9/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001362] [CE 4.069 (4.171)] [KD 3.132 (3.071)] 2024-10-17 15:43:27,768 - Train: 53.30% [666750/1251000] [533.0/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001361] [CE 3.948 (4.199)] [KD 3.015 (3.100)] 2024-10-17 15:43:48,313 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 38434] [top5_cnt 46785] [top_all 50000] 2024-10-17 15:43:48,313 - net: 76.868 (93.570) 2024-10-17 15:44:00,987 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 40170] [top5_cnt 47626] [top_all 50000] 2024-10-17 15:44:00,988 - net_E: 80.340 (95.252) 2024-10-17 15:44:01,129 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:44:01,129 - ==> Total time: 2 days, 0:30:41 Eta: 1 day, 18:30:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:44:09,181 - Train: 53.30% [666800/1251000] [533.0/1000.0] [batch_t 0.236 (0.399)] [data_t 0.009] [optim_t 0.227] [lr 0.001361] [CE 4.384 (4.168)] [KD 3.100 (3.010)] 2024-10-17 15:44:21,343 - Train: 53.31% [666850/1251000] [533.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001361] [CE 4.109 (4.146)] [KD 2.855 (3.032)] 2024-10-17 15:44:33,507 - Train: 53.31% [666900/1251000] [533.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001361] [CE 4.035 (4.193)] [KD 2.924 (3.054)] 2024-10-17 15:44:45,756 - Train: 53.31% [666950/1251000] [533.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001361] [CE 4.051 (4.136)] [KD 2.814 (3.006)] 2024-10-17 15:44:57,727 - Train: 53.32% [667000/1251000] [533.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001361] [CE 4.010 (4.093)] [KD 2.842 (3.003)] 2024-10-17 15:45:09,807 - Train: 53.32% [667050/1251000] [533.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001360] [CE 4.343 (4.221)] [KD 3.149 (3.032)] 2024-10-17 15:45:21,620 - Train: 53.33% [667100/1251000] [533.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001360] [CE 4.456 (4.120)] [KD 3.200 (3.005)] 2024-10-17 15:45:33,493 - Train: 53.33% [667150/1251000] [533.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001360] [CE 4.187 (4.212)] [KD 3.228 (3.090)] 2024-10-17 15:45:45,663 - Train: 53.33% [667200/1251000] [533.3/1000.0] [batch_t 0.273 (0.243)] [data_t 0.009] [optim_t 0.264] [lr 0.001360] [CE 4.007 (4.095)] [KD 2.871 (2.959)] 2024-10-17 15:45:58,030 - Train: 53.34% [667250/1251000] [533.4/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001360] [CE 3.935 (4.201)] [KD 2.915 (3.002)] 2024-10-17 15:46:10,141 - Train: 53.34% [667300/1251000] [533.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001359] [CE 4.451 (4.229)] [KD 3.344 (3.041)] 2024-10-17 15:46:22,224 - Train: 53.35% [667350/1251000] [533.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001359] [CE 4.588 (4.165)] [KD 3.083 (3.038)] 2024-10-17 15:46:34,372 - Train: 53.35% [667400/1251000] [533.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001359] [CE 4.268 (4.183)] [KD 3.136 (3.057)] 2024-10-17 15:46:46,678 - Train: 53.35% [667450/1251000] [533.5/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.001359] [CE 3.905 (4.099)] [KD 2.764 (3.033)] 2024-10-17 15:46:58,810 - Train: 53.36% [667500/1251000] [533.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001359] [CE 4.333 (4.086)] [KD 3.177 (3.003)] 2024-10-17 15:47:10,850 - Train: 53.36% [667550/1251000] [533.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001358] [CE 3.955 (4.115)] [KD 2.880 (3.067)] 2024-10-17 15:47:23,115 - Train: 53.37% [667600/1251000] [533.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001358] [CE 4.294 (4.086)] [KD 3.164 (3.030)] 2024-10-17 15:47:35,090 - Train: 53.37% [667650/1251000] [533.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001358] [CE 4.466 (4.254)] [KD 3.408 (3.117)] 2024-10-17 15:47:47,197 - Train: 53.37% [667700/1251000] [533.7/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001358] [CE 4.098 (4.144)] [KD 3.145 (3.055)] 2024-10-17 15:47:59,341 - Train: 53.38% [667750/1251000] [533.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001358] [CE 3.740 (4.155)] [KD 2.797 (3.100)] 2024-10-17 15:48:11,440 - Train: 53.38% [667800/1251000] [533.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.001358] [CE 3.979 (4.193)] [KD 2.885 (3.061)] 2024-10-17 15:48:23,660 - Train: 53.39% [667850/1251000] [533.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001357] [CE 4.026 (4.158)] [KD 3.046 (3.100)] 2024-10-17 15:48:35,709 - Train: 53.39% [667900/1251000] [533.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001357] [CE 4.111 (4.149)] [KD 2.959 (3.044)] 2024-10-17 15:48:47,742 - Train: 53.39% [667950/1251000] [533.9/1000.0] [batch_t 0.251 (0.241)] [data_t 0.026] [optim_t 0.225] [lr 0.001357] [CE 4.170 (4.157)] [KD 3.159 (3.072)] 2024-10-17 15:49:00,059 - Train: 53.40% [668000/1251000] [534.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001357] [CE 4.082 (4.126)] [KD 3.157 (3.046)] 2024-10-17 15:49:20,213 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38576] [top5_cnt 46902] [top_all 50000] 2024-10-17 15:49:20,214 - net: 77.152 (93.804) 2024-10-17 15:49:32,679 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40184] [top5_cnt 47614] [top_all 50000] 2024-10-17 15:49:32,679 - net_E: 80.368 (95.228) 2024-10-17 15:49:32,822 - Max [top1: 77.306 (epoch: 520)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:49:32,823 - ==> Total time: 2 days, 0:36:13 Eta: 1 day, 18:24:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:49:40,560 - Train: 53.40% [668050/1251000] [534.0/1000.0] [batch_t 0.231 (0.396)] [data_t 0.009] [optim_t 0.222] [lr 0.001357] [CE 4.615 (4.259)] [KD 3.326 (3.086)] 2024-10-17 15:49:52,282 - Train: 53.41% [668100/1251000] [534.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001356] [CE 4.838 (4.144)] [KD 3.310 (3.031)] 2024-10-17 15:50:04,535 - Train: 53.41% [668150/1251000] [534.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001356] [CE 4.322 (4.192)] [KD 3.254 (3.087)] 2024-10-17 15:50:16,543 - Train: 53.41% [668200/1251000] [534.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001356] [CE 3.938 (4.188)] [KD 2.957 (3.100)] 2024-10-17 15:50:28,824 - Train: 53.42% [668250/1251000] [534.2/1000.0] [batch_t 0.430 (0.246)] [data_t 0.009] [optim_t 0.421] [lr 0.001356] [CE 4.091 (4.156)] [KD 3.105 (3.005)] 2024-10-17 15:50:40,900 - Train: 53.42% [668300/1251000] [534.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001356] [CE 4.173 (4.087)] [KD 3.259 (2.980)] 2024-10-17 15:50:53,235 - Train: 53.43% [668350/1251000] [534.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001356] [CE 3.751 (4.198)] [KD 2.888 (3.044)] 2024-10-17 15:51:05,362 - Train: 53.43% [668400/1251000] [534.3/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001355] [CE 4.173 (4.152)] [KD 3.127 (3.058)] 2024-10-17 15:51:17,431 - Train: 53.43% [668450/1251000] [534.3/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001355] [CE 4.056 (4.143)] [KD 3.058 (3.110)] 2024-10-17 15:51:29,378 - Train: 53.44% [668500/1251000] [534.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001355] [CE 3.882 (4.120)] [KD 3.046 (2.983)] 2024-10-17 15:51:41,637 - Train: 53.44% [668550/1251000] [534.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001355] [CE 3.734 (4.132)] [KD 2.842 (3.019)] 2024-10-17 15:51:53,796 - Train: 53.45% [668600/1251000] [534.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001355] [CE 3.650 (4.142)] [KD 2.799 (3.057)] 2024-10-17 15:52:05,823 - Train: 53.45% [668650/1251000] [534.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001354] [CE 4.546 (4.100)] [KD 3.392 (3.015)] 2024-10-17 15:52:17,780 - Train: 53.45% [668700/1251000] [534.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001354] [CE 3.798 (4.181)] [KD 2.922 (3.106)] 2024-10-17 15:52:29,709 - Train: 53.46% [668750/1251000] [534.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001354] [CE 3.926 (4.153)] [KD 3.233 (3.043)] 2024-10-17 15:52:41,741 - Train: 53.46% [668800/1251000] [534.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001354] [CE 4.447 (4.183)] [KD 3.269 (3.088)] 2024-10-17 15:52:53,859 - Train: 53.47% [668850/1251000] [534.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001354] [CE 4.134 (4.146)] [KD 3.035 (3.029)] 2024-10-17 15:53:05,869 - Train: 53.47% [668900/1251000] [534.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001353] [CE 4.039 (4.130)] [KD 3.039 (3.081)] 2024-10-17 15:53:18,037 - Train: 53.47% [668950/1251000] [534.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001353] [CE 4.454 (4.132)] [KD 3.281 (3.051)] 2024-10-17 15:53:29,891 - Train: 53.48% [669000/1251000] [534.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001353] [CE 4.098 (4.118)] [KD 3.005 (3.054)] 2024-10-17 15:53:41,842 - Train: 53.48% [669050/1251000] [534.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001353] [CE 3.837 (4.197)] [KD 2.905 (3.077)] 2024-10-17 15:53:53,849 - Train: 53.49% [669100/1251000] [534.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001353] [CE 4.196 (4.178)] [KD 3.134 (3.081)] 2024-10-17 15:54:05,914 - Train: 53.49% [669150/1251000] [534.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001353] [CE 4.579 (4.268)] [KD 3.356 (3.102)] 2024-10-17 15:54:18,115 - Train: 53.49% [669200/1251000] [534.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001352] [CE 3.950 (4.129)] [KD 3.060 (3.039)] 2024-10-17 15:54:30,467 - Train: 53.50% [669250/1251000] [535.0/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001352] [CE 4.273 (4.153)] [KD 2.868 (3.058)] 2024-10-17 15:54:51,739 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 38696] [top5_cnt 46956] [top_all 50000] 2024-10-17 15:54:51,740 - net: 77.392 (93.912) 2024-10-17 15:55:04,388 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40207] [top5_cnt 47616] [top_all 50000] 2024-10-17 15:55:04,388 - net_E: 80.414 (95.232) 2024-10-17 15:55:04,540 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.442 (epoch: 529)] 2024-10-17 15:55:04,541 - ==> Total time: 2 days, 0:41:45 Eta: 1 day, 18:19:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 15:55:14,455 - Train: 53.50% [669300/1251000] [535.0/1000.0] [batch_t 0.235 (0.320)] [data_t 0.009] [optim_t 0.226] [lr 0.001352] [CE 4.050 (4.215)] [KD 3.054 (3.027)] 2024-10-17 15:55:26,705 - Train: 53.51% [669350/1251000] [535.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001352] [CE 3.709 (4.114)] [KD 2.998 (3.010)] 2024-10-17 15:55:38,703 - Train: 53.51% [669400/1251000] [535.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001352] [CE 4.045 (4.063)] [KD 2.838 (3.004)] 2024-10-17 15:55:50,454 - Train: 53.51% [669450/1251000] [535.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001351] [CE 3.532 (4.183)] [KD 2.607 (3.037)] 2024-10-17 15:56:02,786 - Train: 53.52% [669500/1251000] [535.2/1000.0] [batch_t 0.446 (0.247)] [data_t 0.009] [optim_t 0.437] [lr 0.001351] [CE 4.336 (4.196)] [KD 3.237 (3.055)] 2024-10-17 15:56:14,814 - Train: 53.52% [669550/1251000] [535.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001351] [CE 4.418 (4.179)] [KD 3.160 (3.038)] 2024-10-17 15:56:26,805 - Train: 53.53% [669600/1251000] [535.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001351] [CE 4.247 (4.206)] [KD 3.157 (3.072)] 2024-10-17 15:56:38,843 - Train: 53.53% [669650/1251000] [535.3/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001351] [CE 3.940 (4.125)] [KD 2.906 (3.048)] 2024-10-17 15:56:50,736 - Train: 53.53% [669700/1251000] [535.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001351] [CE 4.402 (4.165)] [KD 3.003 (3.029)] 2024-10-17 15:57:02,724 - Train: 53.54% [669750/1251000] [535.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001350] [CE 3.968 (4.167)] [KD 2.771 (3.031)] 2024-10-17 15:57:14,658 - Train: 53.54% [669800/1251000] [535.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001350] [CE 4.562 (4.169)] [KD 3.355 (3.059)] 2024-10-17 15:57:26,907 - Train: 53.55% [669850/1251000] [535.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001350] [CE 4.061 (4.163)] [KD 2.983 (3.029)] 2024-10-17 15:57:38,920 - Train: 53.55% [669900/1251000] [535.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001350] [CE 3.339 (4.183)] [KD 2.530 (3.039)] 2024-10-17 15:57:50,874 - Train: 53.55% [669950/1251000] [535.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001350] [CE 4.219 (4.143)] [KD 3.265 (3.005)] 2024-10-17 15:58:02,696 - Train: 53.56% [670000/1251000] [535.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001349] [CE 3.868 (4.258)] [KD 2.851 (3.093)] 2024-10-17 15:58:14,684 - Train: 53.56% [670050/1251000] [535.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001349] [CE 4.401 (4.170)] [KD 3.125 (3.041)] 2024-10-17 15:58:26,615 - Train: 53.57% [670100/1251000] [535.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001349] [CE 4.150 (4.210)] [KD 3.060 (3.061)] 2024-10-17 15:58:38,627 - Train: 53.57% [670150/1251000] [535.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001349] [CE 4.405 (4.245)] [KD 3.186 (3.069)] 2024-10-17 15:58:50,752 - Train: 53.57% [670200/1251000] [535.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001349] [CE 3.928 (4.216)] [KD 2.860 (3.039)] 2024-10-17 15:59:02,849 - Train: 53.58% [670250/1251000] [535.8/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001348] [CE 4.424 (4.209)] [KD 3.187 (3.089)] 2024-10-17 15:59:14,787 - Train: 53.58% [670300/1251000] [535.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001348] [CE 4.798 (4.186)] [KD 3.328 (3.066)] 2024-10-17 15:59:26,556 - Train: 53.59% [670350/1251000] [535.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001348] [CE 4.354 (4.163)] [KD 3.057 (3.065)] 2024-10-17 15:59:38,549 - Train: 53.59% [670400/1251000] [535.9/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.001348] [CE 3.754 (4.127)] [KD 2.966 (3.094)] 2024-10-17 15:59:50,535 - Train: 53.59% [670450/1251000] [535.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001348] [CE 4.395 (4.148)] [KD 3.110 (3.058)] 2024-10-17 16:00:02,864 - Train: 53.60% [670500/1251000] [536.0/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001348] [CE 4.265 (4.188)] [KD 3.229 (3.071)] 2024-10-17 16:00:23,674 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 38602] [top5_cnt 46898] [top_all 50000] 2024-10-17 16:00:23,674 - net: 77.204 (93.796) 2024-10-17 16:00:35,860 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40222] [top5_cnt 47605] [top_all 50000] 2024-10-17 16:00:35,861 - net_E: 80.444 (95.210) 2024-10-17 16:00:35,981 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.444 (epoch: 536)] 2024-10-17 16:00:35,982 - ==> Total time: 2 days, 0:47:16 Eta: 1 day, 18:14:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:00:45,950 - Train: 53.60% [670550/1251000] [536.0/1000.0] [batch_t 0.240 (0.335)] [data_t 0.009] [optim_t 0.231] [lr 0.001347] [CE 4.188 (4.129)] [KD 3.072 (3.013)] 2024-10-17 16:00:57,836 - Train: 53.61% [670600/1251000] [536.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001347] [CE 4.038 (4.173)] [KD 2.914 (3.041)] 2024-10-17 16:01:09,912 - Train: 53.61% [670650/1251000] [536.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001347] [CE 3.960 (4.089)] [KD 2.910 (3.008)] 2024-10-17 16:01:21,908 - Train: 53.61% [670700/1251000] [536.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001347] [CE 4.110 (4.114)] [KD 2.917 (2.980)] 2024-10-17 16:01:33,745 - Train: 53.62% [670750/1251000] [536.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001347] [CE 4.502 (4.127)] [KD 3.288 (3.023)] 2024-10-17 16:01:46,126 - Train: 53.62% [670800/1251000] [536.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001346] [CE 3.783 (4.159)] [KD 2.770 (2.985)] 2024-10-17 16:01:58,639 - Train: 53.63% [670850/1251000] [536.3/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001346] [CE 4.444 (4.224)] [KD 3.004 (3.031)] 2024-10-17 16:02:10,503 - Train: 53.63% [670900/1251000] [536.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001346] [CE 3.699 (4.143)] [KD 2.995 (3.026)] 2024-10-17 16:02:22,316 - Train: 53.63% [670950/1251000] [536.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001346] [CE 3.867 (4.120)] [KD 2.873 (3.019)] 2024-10-17 16:02:34,521 - Train: 53.64% [671000/1251000] [536.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001346] [CE 4.488 (4.221)] [KD 3.287 (3.055)] 2024-10-17 16:02:46,533 - Train: 53.64% [671050/1251000] [536.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001346] [CE 4.396 (4.131)] [KD 2.978 (2.998)] 2024-10-17 16:02:58,795 - Train: 53.65% [671100/1251000] [536.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001345] [CE 4.475 (4.133)] [KD 3.338 (3.007)] 2024-10-17 16:03:11,227 - Train: 53.65% [671150/1251000] [536.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001345] [CE 3.829 (4.087)] [KD 2.951 (3.033)] 2024-10-17 16:03:23,629 - Train: 53.65% [671200/1251000] [536.5/1000.0] [batch_t 0.268 (0.248)] [data_t 0.009] [optim_t 0.259] [lr 0.001345] [CE 4.084 (4.161)] [KD 2.959 (3.066)] 2024-10-17 16:03:36,201 - Train: 53.66% [671250/1251000] [536.6/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001345] [CE 3.939 (4.179)] [KD 2.841 (3.050)] 2024-10-17 16:03:48,952 - Train: 53.66% [671300/1251000] [536.6/1000.0] [batch_t 0.277 (0.255)] [data_t 0.009] [optim_t 0.268] [lr 0.001345] [CE 4.276 (4.101)] [KD 3.065 (2.979)] 2024-10-17 16:04:01,611 - Train: 53.67% [671350/1251000] [536.7/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001344] [CE 4.077 (4.142)] [KD 2.828 (3.023)] 2024-10-17 16:04:14,225 - Train: 53.67% [671400/1251000] [536.7/1000.0] [batch_t 0.244 (0.252)] [data_t 0.009] [optim_t 0.235] [lr 0.001344] [CE 4.265 (4.169)] [KD 3.143 (3.054)] 2024-10-17 16:04:26,607 - Train: 53.67% [671450/1251000] [536.7/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.244] [lr 0.001344] [CE 4.368 (4.128)] [KD 2.808 (3.023)] 2024-10-17 16:04:39,164 - Train: 53.68% [671500/1251000] [536.8/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001344] [CE 4.548 (4.092)] [KD 3.201 (3.030)] 2024-10-17 16:04:51,156 - Train: 53.68% [671550/1251000] [536.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001344] [CE 4.183 (4.161)] [KD 3.194 (3.094)] 2024-10-17 16:05:03,072 - Train: 53.69% [671600/1251000] [536.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001343] [CE 3.942 (4.130)] [KD 2.939 (3.087)] 2024-10-17 16:05:15,928 - Train: 53.69% [671650/1251000] [536.9/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001343] [CE 4.181 (4.143)] [KD 3.231 (3.063)] 2024-10-17 16:05:28,127 - Train: 53.69% [671700/1251000] [536.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001343] [CE 4.003 (4.169)] [KD 3.019 (3.079)] 2024-10-17 16:05:40,229 - Train: 53.70% [671750/1251000] [537.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001343] [CE 4.493 (4.157)] [KD 3.323 (3.043)] 2024-10-17 16:06:01,487 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 38516] [top5_cnt 46865] [top_all 50000] 2024-10-17 16:06:01,488 - net: 77.032 (93.730) 2024-10-17 16:06:13,746 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40251] [top5_cnt 47599] [top_all 50000] 2024-10-17 16:06:13,747 - net_E: 80.502 (95.198) 2024-10-17 16:06:13,876 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.502 (epoch: 537)] 2024-10-17 16:06:13,877 - ==> Total time: 2 days, 0:52:54 Eta: 1 day, 18:08:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:06:24,032 - Train: 53.70% [671800/1251000] [537.0/1000.0] [batch_t 0.234 (0.336)] [data_t 0.009] [optim_t 0.226] [lr 0.001343] [CE 3.530 (4.130)] [KD 2.613 (3.032)] 2024-10-17 16:06:35,666 - Train: 53.71% [671850/1251000] [537.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.001343] [CE 3.911 (4.114)] [KD 3.035 (3.004)] 2024-10-17 16:06:48,435 - Train: 53.71% [671900/1251000] [537.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001342] [CE 4.339 (4.170)] [KD 3.296 (3.069)] 2024-10-17 16:07:00,753 - Train: 53.71% [671950/1251000] [537.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001342] [CE 4.380 (4.168)] [KD 2.943 (3.035)] 2024-10-17 16:07:13,080 - Train: 53.72% [672000/1251000] [537.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001342] [CE 4.500 (4.184)] [KD 3.106 (3.052)] 2024-10-17 16:07:25,575 - Train: 53.72% [672050/1251000] [537.2/1000.0] [batch_t 0.284 (0.250)] [data_t 0.009] [optim_t 0.275] [lr 0.001342] [CE 4.176 (4.187)] [KD 3.097 (3.057)] 2024-10-17 16:07:38,463 - Train: 53.73% [672100/1251000] [537.3/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001342] [CE 4.164 (4.145)] [KD 2.986 (3.052)] 2024-10-17 16:07:50,209 - Train: 53.73% [672150/1251000] [537.3/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001341] [CE 4.029 (4.123)] [KD 2.931 (2.964)] 2024-10-17 16:08:03,017 - Train: 53.73% [672200/1251000] [537.3/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.001341] [CE 4.355 (4.122)] [KD 2.890 (3.027)] 2024-10-17 16:08:14,762 - Train: 53.74% [672250/1251000] [537.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001341] [CE 3.851 (4.112)] [KD 2.833 (3.031)] 2024-10-17 16:08:27,610 - Train: 53.74% [672300/1251000] [537.4/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.001341] [CE 4.255 (4.191)] [KD 3.077 (3.042)] 2024-10-17 16:08:39,915 - Train: 53.75% [672350/1251000] [537.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001341] [CE 4.621 (4.136)] [KD 3.265 (3.050)] 2024-10-17 16:08:52,059 - Train: 53.75% [672400/1251000] [537.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001341] [CE 4.410 (4.182)] [KD 3.168 (3.063)] 2024-10-17 16:09:04,399 - Train: 53.75% [672450/1251000] [537.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001340] [CE 3.955 (4.158)] [KD 2.794 (3.025)] 2024-10-17 16:09:17,075 - Train: 53.76% [672500/1251000] [537.6/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001340] [CE 4.609 (4.114)] [KD 3.201 (3.056)] 2024-10-17 16:09:28,995 - Train: 53.76% [672550/1251000] [537.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001340] [CE 4.352 (4.200)] [KD 3.160 (3.085)] 2024-10-17 16:09:41,520 - Train: 53.76% [672600/1251000] [537.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001340] [CE 4.164 (4.224)] [KD 3.089 (3.060)] 2024-10-17 16:09:53,791 - Train: 53.77% [672650/1251000] [537.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001340] [CE 4.022 (4.215)] [KD 2.978 (3.111)] 2024-10-17 16:10:06,158 - Train: 53.77% [672700/1251000] [537.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001339] [CE 3.751 (4.213)] [KD 2.858 (3.088)] 2024-10-17 16:10:18,090 - Train: 53.78% [672750/1251000] [537.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001339] [CE 4.281 (4.156)] [KD 3.157 (3.039)] 2024-10-17 16:10:30,648 - Train: 53.78% [672800/1251000] [537.8/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001339] [CE 3.859 (4.143)] [KD 2.997 (2.990)] 2024-10-17 16:10:42,603 - Train: 53.78% [672850/1251000] [537.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001339] [CE 3.813 (4.119)] [KD 2.656 (3.022)] 2024-10-17 16:10:54,920 - Train: 53.79% [672900/1251000] [537.9/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001339] [CE 4.493 (4.103)] [KD 3.120 (3.064)] 2024-10-17 16:11:07,163 - Train: 53.79% [672950/1251000] [537.9/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001338] [CE 4.124 (4.073)] [KD 2.970 (3.002)] 2024-10-17 16:11:19,704 - Train: 53.80% [673000/1251000] [538.0/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.001338] [CE 4.264 (4.127)] [KD 3.014 (3.065)] 2024-10-17 16:11:41,106 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38615] [top5_cnt 46778] [top_all 50000] 2024-10-17 16:11:41,106 - net: 77.230 (93.556) 2024-10-17 16:11:53,701 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40264] [top5_cnt 47609] [top_all 50000] 2024-10-17 16:11:53,701 - net_E: 80.528 (95.218) 2024-10-17 16:11:53,831 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:11:53,831 - ==> Total time: 2 days, 0:58:34 Eta: 1 day, 18:03:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:12:02,553 - Train: 53.80% [673050/1251000] [538.0/1000.0] [batch_t 0.235 (0.329)] [data_t 0.009] [optim_t 0.225] [lr 0.001338] [CE 4.308 (4.223)] [KD 3.290 (3.074)] 2024-10-17 16:12:14,604 - Train: 53.80% [673100/1251000] [538.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001338] [CE 4.339 (4.114)] [KD 2.982 (3.001)] 2024-10-17 16:12:26,706 - Train: 53.81% [673150/1251000] [538.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001338] [CE 4.264 (4.186)] [KD 3.085 (3.081)] 2024-10-17 16:12:39,117 - Train: 53.81% [673200/1251000] [538.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001338] [CE 3.781 (4.127)] [KD 2.926 (2.997)] 2024-10-17 16:12:51,437 - Train: 53.82% [673250/1251000] [538.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001337] [CE 4.248 (4.269)] [KD 3.306 (3.133)] 2024-10-17 16:13:03,336 - Train: 53.82% [673300/1251000] [538.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001337] [CE 4.255 (4.213)] [KD 3.276 (3.089)] 2024-10-17 16:13:15,488 - Train: 53.82% [673350/1251000] [538.2/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001337] [CE 4.431 (4.166)] [KD 3.230 (3.057)] 2024-10-17 16:13:27,693 - Train: 53.83% [673400/1251000] [538.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001337] [CE 4.553 (4.169)] [KD 3.135 (3.048)] 2024-10-17 16:13:39,650 - Train: 53.83% [673450/1251000] [538.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001337] [CE 3.763 (4.085)] [KD 2.850 (3.005)] 2024-10-17 16:13:51,600 - Train: 53.84% [673500/1251000] [538.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001336] [CE 4.017 (4.139)] [KD 3.009 (3.039)] 2024-10-17 16:14:04,215 - Train: 53.84% [673550/1251000] [538.4/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001336] [CE 4.196 (4.124)] [KD 2.955 (3.003)] 2024-10-17 16:14:16,246 - Train: 53.84% [673600/1251000] [538.4/1000.0] [batch_t 0.375 (0.240)] [data_t 0.009] [optim_t 0.366] [lr 0.001336] [CE 4.605 (4.177)] [KD 3.127 (3.073)] 2024-10-17 16:14:28,154 - Train: 53.85% [673650/1251000] [538.5/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001336] [CE 3.610 (4.130)] [KD 2.824 (3.003)] 2024-10-17 16:14:40,293 - Train: 53.85% [673700/1251000] [538.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001336] [CE 4.652 (4.157)] [KD 3.464 (3.008)] 2024-10-17 16:14:52,628 - Train: 53.86% [673750/1251000] [538.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001336] [CE 4.076 (4.203)] [KD 3.182 (3.034)] 2024-10-17 16:15:04,584 - Train: 53.86% [673800/1251000] [538.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001335] [CE 4.509 (4.140)] [KD 3.060 (3.006)] 2024-10-17 16:15:17,079 - Train: 53.86% [673850/1251000] [538.6/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001335] [CE 4.067 (4.166)] [KD 3.000 (3.023)] 2024-10-17 16:15:29,156 - Train: 53.87% [673900/1251000] [538.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001335] [CE 4.355 (4.187)] [KD 3.002 (3.020)] 2024-10-17 16:15:41,277 - Train: 53.87% [673950/1251000] [538.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001335] [CE 3.761 (4.179)] [KD 3.025 (3.023)] 2024-10-17 16:15:53,559 - Train: 53.88% [674000/1251000] [538.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001335] [CE 4.187 (4.149)] [KD 2.949 (2.998)] 2024-10-17 16:16:05,691 - Train: 53.88% [674050/1251000] [538.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001334] [CE 4.223 (4.129)] [KD 2.986 (3.014)] 2024-10-17 16:16:17,811 - Train: 53.88% [674100/1251000] [538.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001334] [CE 4.749 (4.179)] [KD 3.332 (3.002)] 2024-10-17 16:16:29,986 - Train: 53.89% [674150/1251000] [538.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001334] [CE 3.877 (4.226)] [KD 2.818 (3.002)] 2024-10-17 16:16:42,658 - Train: 53.89% [674200/1251000] [538.9/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001334] [CE 4.663 (4.162)] [KD 3.209 (3.085)] 2024-10-17 16:16:55,151 - Train: 53.90% [674250/1251000] [539.0/1000.0] [batch_t 0.256 (0.250)] [data_t 0.009] [optim_t 0.247] [lr 0.001334] [CE 3.839 (4.191)] [KD 2.897 (3.071)] 2024-10-17 16:17:17,063 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38569] [top5_cnt 46866] [top_all 50000] 2024-10-17 16:17:17,063 - net: 77.138 (93.732) 2024-10-17 16:17:29,777 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40259] [top5_cnt 47610] [top_all 50000] 2024-10-17 16:17:29,777 - net_E: 80.518 (95.220) 2024-10-17 16:17:29,944 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:17:29,944 - ==> Total time: 2 days, 1:04:10 Eta: 1 day, 17:58:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:17:36,206 - Train: 53.90% [674300/1251000] [539.0/1000.0] [batch_t 0.235 (0.434)] [data_t 0.009] [optim_t 0.226] [lr 0.001333] [CE 4.437 (4.111)] [KD 3.526 (3.039)] 2024-10-17 16:17:48,519 - Train: 53.90% [674350/1251000] [539.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001333] [CE 3.457 (4.133)] [KD 2.804 (3.042)] 2024-10-17 16:18:00,552 - Train: 53.91% [674400/1251000] [539.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001333] [CE 3.605 (4.117)] [KD 2.796 (3.031)] 2024-10-17 16:18:12,482 - Train: 53.91% [674450/1251000] [539.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001333] [CE 4.450 (4.145)] [KD 3.280 (3.033)] 2024-10-17 16:18:24,696 - Train: 53.92% [674500/1251000] [539.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001333] [CE 4.209 (4.173)] [KD 2.973 (3.055)] 2024-10-17 16:18:36,922 - Train: 53.92% [674550/1251000] [539.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001333] [CE 4.084 (4.209)] [KD 3.102 (3.072)] 2024-10-17 16:18:48,742 - Train: 53.92% [674600/1251000] [539.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001332] [CE 4.372 (4.254)] [KD 3.049 (3.041)] 2024-10-17 16:19:01,037 - Train: 53.93% [674650/1251000] [539.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001332] [CE 4.403 (4.166)] [KD 3.199 (3.052)] 2024-10-17 16:19:13,297 - Train: 53.93% [674700/1251000] [539.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001332] [CE 3.858 (4.166)] [KD 2.967 (3.029)] 2024-10-17 16:19:25,574 - Train: 53.94% [674750/1251000] [539.4/1000.0] [batch_t 0.248 (0.245)] [data_t 0.026] [optim_t 0.223] [lr 0.001332] [CE 4.036 (4.177)] [KD 2.873 (3.032)] 2024-10-17 16:19:37,768 - Train: 53.94% [674800/1251000] [539.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001332] [CE 3.818 (4.151)] [KD 2.859 (3.022)] 2024-10-17 16:19:50,164 - Train: 53.94% [674850/1251000] [539.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001331] [CE 4.335 (4.217)] [KD 3.031 (3.082)] 2024-10-17 16:20:02,113 - Train: 53.95% [674900/1251000] [539.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001331] [CE 3.690 (4.183)] [KD 2.889 (3.102)] 2024-10-17 16:20:14,400 - Train: 53.95% [674950/1251000] [539.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001331] [CE 4.215 (4.145)] [KD 2.990 (3.015)] 2024-10-17 16:20:27,038 - Train: 53.96% [675000/1251000] [539.6/1000.0] [batch_t 0.457 (0.253)] [data_t 0.009] [optim_t 0.448] [lr 0.001331] [CE 4.136 (4.157)] [KD 3.064 (3.064)] 2024-10-17 16:20:39,100 - Train: 53.96% [675050/1251000] [539.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001331] [CE 4.400 (4.147)] [KD 3.162 (3.056)] 2024-10-17 16:20:51,580 - Train: 53.96% [675100/1251000] [539.6/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.001331] [CE 3.931 (4.129)] [KD 2.846 (2.996)] 2024-10-17 16:21:04,069 - Train: 53.97% [675150/1251000] [539.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001330] [CE 4.058 (4.097)] [KD 3.054 (3.026)] 2024-10-17 16:21:16,055 - Train: 53.97% [675200/1251000] [539.7/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.001330] [CE 4.436 (4.194)] [KD 3.055 (3.071)] 2024-10-17 16:21:27,987 - Train: 53.98% [675250/1251000] [539.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001330] [CE 4.499 (4.165)] [KD 3.307 (3.069)] 2024-10-17 16:21:39,995 - Train: 53.98% [675300/1251000] [539.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001330] [CE 3.813 (4.130)] [KD 2.929 (3.006)] 2024-10-17 16:21:52,426 - Train: 53.98% [675350/1251000] [539.8/1000.0] [batch_t 0.363 (0.248)] [data_t 0.009] [optim_t 0.354] [lr 0.001330] [CE 4.369 (4.199)] [KD 3.114 (3.064)] 2024-10-17 16:22:04,340 - Train: 53.99% [675400/1251000] [539.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001329] [CE 4.616 (4.157)] [KD 3.385 (3.077)] 2024-10-17 16:22:16,962 - Train: 53.99% [675450/1251000] [539.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001329] [CE 4.047 (4.182)] [KD 2.955 (3.098)] 2024-10-17 16:22:29,297 - Train: 54.00% [675500/1251000] [540.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001329] [CE 3.502 (4.183)] [KD 2.630 (3.041)] 2024-10-17 16:22:52,329 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.260)] [top1_cnt 38507] [top5_cnt 46833] [top_all 50000] 2024-10-17 16:22:52,329 - net: 77.014 (93.666) 2024-10-17 16:23:04,837 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40246] [top5_cnt 47600] [top_all 50000] 2024-10-17 16:23:04,838 - net_E: 80.492 (95.200) 2024-10-17 16:23:04,980 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:23:04,980 - ==> Total time: 2 days, 1:09:45 Eta: 1 day, 17:52:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:23:13,365 - Train: 54.00% [675550/1251000] [540.0/1000.0] [batch_t 0.241 (0.339)] [data_t 0.009] [optim_t 0.232] [lr 0.001329] [CE 4.547 (4.192)] [KD 3.292 (3.014)] 2024-10-17 16:23:25,615 - Train: 54.00% [675600/1251000] [540.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001329] [CE 4.506 (4.183)] [KD 3.312 (3.019)] 2024-10-17 16:23:37,673 - Train: 54.01% [675650/1251000] [540.1/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001328] [CE 3.812 (4.092)] [KD 2.658 (2.960)] 2024-10-17 16:23:49,861 - Train: 54.01% [675700/1251000] [540.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001328] [CE 4.231 (4.120)] [KD 2.945 (2.993)] 2024-10-17 16:24:01,890 - Train: 54.02% [675750/1251000] [540.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001328] [CE 3.553 (4.170)] [KD 2.700 (3.035)] 2024-10-17 16:24:14,040 - Train: 54.02% [675800/1251000] [540.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001328] [CE 4.180 (4.087)] [KD 3.018 (3.044)] 2024-10-17 16:24:26,130 - Train: 54.02% [675850/1251000] [540.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001328] [CE 4.209 (4.106)] [KD 2.902 (3.040)] 2024-10-17 16:24:38,126 - Train: 54.03% [675900/1251000] [540.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001328] [CE 4.590 (4.162)] [KD 3.370 (3.052)] 2024-10-17 16:24:50,165 - Train: 54.03% [675950/1251000] [540.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001327] [CE 4.041 (4.175)] [KD 3.036 (3.051)] 2024-10-17 16:25:02,204 - Train: 54.04% [676000/1251000] [540.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001327] [CE 4.143 (4.224)] [KD 3.064 (3.087)] 2024-10-17 16:25:14,287 - Train: 54.04% [676050/1251000] [540.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001327] [CE 4.025 (4.150)] [KD 2.990 (3.044)] 2024-10-17 16:25:26,427 - Train: 54.04% [676100/1251000] [540.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001327] [CE 4.025 (4.197)] [KD 2.959 (3.015)] 2024-10-17 16:25:38,283 - Train: 54.05% [676150/1251000] [540.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001327] [CE 3.941 (4.151)] [KD 3.096 (3.050)] 2024-10-17 16:25:50,397 - Train: 54.05% [676200/1251000] [540.5/1000.0] [batch_t 0.292 (0.242)] [data_t 0.009] [optim_t 0.283] [lr 0.001326] [CE 4.503 (4.107)] [KD 3.163 (3.052)] 2024-10-17 16:26:02,889 - Train: 54.06% [676250/1251000] [540.6/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001326] [CE 4.644 (4.148)] [KD 3.367 (3.068)] 2024-10-17 16:26:15,021 - Train: 54.06% [676300/1251000] [540.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001326] [CE 4.028 (4.153)] [KD 2.901 (3.037)] 2024-10-17 16:26:27,117 - Train: 54.06% [676350/1251000] [540.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001326] [CE 4.416 (4.126)] [KD 3.251 (3.008)] 2024-10-17 16:26:39,409 - Train: 54.07% [676400/1251000] [540.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001326] [CE 4.397 (4.142)] [KD 3.046 (3.030)] 2024-10-17 16:26:51,535 - Train: 54.07% [676450/1251000] [540.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001326] [CE 4.163 (4.206)] [KD 3.097 (3.084)] 2024-10-17 16:27:03,456 - Train: 54.08% [676500/1251000] [540.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001325] [CE 3.822 (4.219)] [KD 3.097 (3.074)] 2024-10-17 16:27:15,683 - Train: 54.08% [676550/1251000] [540.8/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.001325] [CE 4.248 (4.173)] [KD 3.198 (3.060)] 2024-10-17 16:27:27,794 - Train: 54.08% [676600/1251000] [540.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001325] [CE 4.018 (4.217)] [KD 3.104 (3.045)] 2024-10-17 16:27:40,001 - Train: 54.09% [676650/1251000] [540.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001325] [CE 3.924 (4.127)] [KD 2.890 (3.022)] 2024-10-17 16:27:52,174 - Train: 54.09% [676700/1251000] [540.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001325] [CE 4.207 (4.156)] [KD 2.998 (3.001)] 2024-10-17 16:28:04,145 - Train: 54.10% [676750/1251000] [541.0/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001324] [CE 4.178 (4.174)] [KD 2.959 (3.037)] 2024-10-17 16:28:26,382 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38548] [top5_cnt 46923] [top_all 50000] 2024-10-17 16:28:26,383 - net: 77.096 (93.846) 2024-10-17 16:28:38,642 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40244] [top5_cnt 47628] [top_all 50000] 2024-10-17 16:28:38,642 - net_E: 80.488 (95.256) 2024-10-17 16:28:38,781 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:28:38,781 - ==> Total time: 2 days, 1:15:19 Eta: 1 day, 17:47:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:28:44,838 - Train: 54.10% [676800/1251000] [541.0/1000.0] [batch_t 0.236 (0.512)] [data_t 0.009] [optim_t 0.227] [lr 0.001324] [CE 4.197 (4.155)] [KD 3.051 (2.996)] 2024-10-17 16:28:57,084 - Train: 54.10% [676850/1251000] [541.0/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001324] [CE 4.304 (4.208)] [KD 3.036 (3.004)] 2024-10-17 16:29:09,699 - Train: 54.11% [676900/1251000] [541.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001324] [CE 4.854 (4.147)] [KD 3.244 (3.011)] 2024-10-17 16:29:21,484 - Train: 54.11% [676950/1251000] [541.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001324] [CE 4.076 (4.121)] [KD 2.950 (2.997)] 2024-10-17 16:29:33,428 - Train: 54.12% [677000/1251000] [541.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001323] [CE 3.999 (4.094)] [KD 2.998 (2.975)] 2024-10-17 16:29:45,320 - Train: 54.12% [677050/1251000] [541.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001323] [CE 4.409 (4.147)] [KD 3.213 (3.023)] 2024-10-17 16:29:57,381 - Train: 54.12% [677100/1251000] [541.2/1000.0] [batch_t 0.376 (0.241)] [data_t 0.009] [optim_t 0.367] [lr 0.001323] [CE 4.302 (4.083)] [KD 3.281 (2.996)] 2024-10-17 16:30:09,172 - Train: 54.13% [677150/1251000] [541.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001323] [CE 4.110 (4.227)] [KD 2.868 (3.039)] 2024-10-17 16:30:21,070 - Train: 54.13% [677200/1251000] [541.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001323] [CE 3.739 (4.147)] [KD 2.756 (2.974)] 2024-10-17 16:30:33,502 - Train: 54.14% [677250/1251000] [541.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001323] [CE 3.886 (4.097)] [KD 2.808 (2.986)] 2024-10-17 16:30:45,620 - Train: 54.14% [677300/1251000] [541.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001322] [CE 4.274 (4.166)] [KD 3.000 (3.043)] 2024-10-17 16:30:57,777 - Train: 54.14% [677350/1251000] [541.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001322] [CE 4.489 (4.195)] [KD 3.299 (3.065)] 2024-10-17 16:31:09,864 - Train: 54.15% [677400/1251000] [541.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001322] [CE 4.235 (4.162)] [KD 3.230 (3.037)] 2024-10-17 16:31:22,034 - Train: 54.15% [677450/1251000] [541.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001322] [CE 3.860 (4.193)] [KD 2.778 (3.049)] 2024-10-17 16:31:34,125 - Train: 54.16% [677500/1251000] [541.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001322] [CE 3.993 (4.214)] [KD 3.056 (3.063)] 2024-10-17 16:31:46,693 - Train: 54.16% [677550/1251000] [541.6/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001321] [CE 4.419 (4.151)] [KD 3.125 (3.062)] 2024-10-17 16:31:58,874 - Train: 54.16% [677600/1251000] [541.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001321] [CE 4.162 (4.134)] [KD 3.022 (2.999)] 2024-10-17 16:32:11,139 - Train: 54.17% [677650/1251000] [541.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001321] [CE 4.448 (4.124)] [KD 3.312 (3.040)] 2024-10-17 16:32:23,209 - Train: 54.17% [677700/1251000] [541.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001321] [CE 4.667 (4.198)] [KD 3.283 (3.005)] 2024-10-17 16:32:35,381 - Train: 54.18% [677750/1251000] [541.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001321] [CE 4.314 (4.164)] [KD 2.926 (3.042)] 2024-10-17 16:32:47,452 - Train: 54.18% [677800/1251000] [541.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001321] [CE 4.070 (4.192)] [KD 3.047 (3.071)] 2024-10-17 16:32:59,977 - Train: 54.18% [677850/1251000] [541.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001320] [CE 4.234 (4.130)] [KD 3.116 (3.027)] 2024-10-17 16:33:12,383 - Train: 54.19% [677900/1251000] [541.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001320] [CE 4.247 (4.094)] [KD 3.224 (2.967)] 2024-10-17 16:33:24,508 - Train: 54.19% [677950/1251000] [541.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001320] [CE 3.966 (4.090)] [KD 2.667 (2.947)] 2024-10-17 16:33:36,585 - Train: 54.20% [678000/1251000] [542.0/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001320] [CE 4.664 (4.088)] [KD 3.162 (2.958)] 2024-10-17 16:33:59,599 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 38646] [top5_cnt 46858] [top_all 50000] 2024-10-17 16:33:59,600 - net: 77.292 (93.716) 2024-10-17 16:34:11,767 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40240] [top5_cnt 47620] [top_all 50000] 2024-10-17 16:34:11,768 - net_E: 80.480 (95.240) 2024-10-17 16:34:11,951 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:34:11,952 - ==> Total time: 2 days, 1:20:52 Eta: 1 day, 17:41:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:34:17,966 - Train: 54.20% [678050/1251000] [542.0/1000.0] [batch_t 0.238 (0.583)] [data_t 0.009] [optim_t 0.229] [lr 0.001320] [CE 4.068 (4.048)] [KD 2.852 (2.966)] 2024-10-17 16:34:29,703 - Train: 54.20% [678100/1251000] [542.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001319] [CE 4.027 (4.166)] [KD 2.945 (3.023)] 2024-10-17 16:34:42,255 - Train: 54.21% [678150/1251000] [542.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.001319] [CE 3.875 (4.170)] [KD 2.784 (3.000)] 2024-10-17 16:34:54,308 - Train: 54.21% [678200/1251000] [542.1/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001319] [CE 3.836 (4.176)] [KD 2.932 (2.988)] 2024-10-17 16:35:06,094 - Train: 54.22% [678250/1251000] [542.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001319] [CE 4.243 (4.119)] [KD 2.910 (2.968)] 2024-10-17 16:35:18,306 - Train: 54.22% [678300/1251000] [542.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001319] [CE 3.935 (4.096)] [KD 2.763 (2.992)] 2024-10-17 16:35:30,338 - Train: 54.22% [678350/1251000] [542.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001318] [CE 4.336 (4.176)] [KD 3.271 (3.029)] 2024-10-17 16:35:42,350 - Train: 54.23% [678400/1251000] [542.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001318] [CE 4.472 (4.143)] [KD 3.177 (3.030)] 2024-10-17 16:35:54,486 - Train: 54.23% [678450/1251000] [542.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001318] [CE 4.468 (4.177)] [KD 2.985 (3.006)] 2024-10-17 16:36:06,493 - Train: 54.24% [678500/1251000] [542.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001318] [CE 4.315 (4.178)] [KD 3.140 (3.107)] 2024-10-17 16:36:18,518 - Train: 54.24% [678550/1251000] [542.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001318] [CE 3.816 (4.171)] [KD 2.778 (3.038)] 2024-10-17 16:36:30,860 - Train: 54.24% [678600/1251000] [542.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001318] [CE 4.335 (4.181)] [KD 3.055 (3.049)] 2024-10-17 16:36:42,852 - Train: 54.25% [678650/1251000] [542.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001317] [CE 3.738 (4.116)] [KD 2.755 (2.952)] 2024-10-17 16:36:55,397 - Train: 54.25% [678700/1251000] [542.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001317] [CE 4.289 (4.189)] [KD 2.961 (3.016)] 2024-10-17 16:37:07,640 - Train: 54.26% [678750/1251000] [542.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001317] [CE 4.061 (4.086)] [KD 2.939 (2.972)] 2024-10-17 16:37:20,055 - Train: 54.26% [678800/1251000] [542.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001317] [CE 4.324 (4.184)] [KD 3.082 (3.070)] 2024-10-17 16:37:32,349 - Train: 54.26% [678850/1251000] [542.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001317] [CE 4.249 (4.216)] [KD 3.092 (3.047)] 2024-10-17 16:37:44,593 - Train: 54.27% [678900/1251000] [542.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001316] [CE 4.354 (4.188)] [KD 3.122 (3.053)] 2024-10-17 16:37:56,889 - Train: 54.27% [678950/1251000] [542.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001316] [CE 4.532 (4.183)] [KD 3.285 (3.033)] 2024-10-17 16:38:09,414 - Train: 54.28% [679000/1251000] [542.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001316] [CE 4.153 (4.173)] [KD 3.012 (3.029)] 2024-10-17 16:38:21,397 - Train: 54.28% [679050/1251000] [542.8/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.001316] [CE 4.311 (4.175)] [KD 3.042 (2.987)] 2024-10-17 16:38:33,678 - Train: 54.28% [679100/1251000] [542.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001316] [CE 4.500 (4.197)] [KD 2.888 (3.012)] 2024-10-17 16:38:46,120 - Train: 54.29% [679150/1251000] [542.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001316] [CE 3.959 (4.137)] [KD 3.018 (3.008)] 2024-10-17 16:38:58,277 - Train: 54.29% [679200/1251000] [542.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001315] [CE 4.558 (4.139)] [KD 3.149 (3.032)] 2024-10-17 16:39:10,908 - Train: 54.30% [679250/1251000] [543.0/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001315] [CE 4.127 (4.187)] [KD 2.842 (3.006)] 2024-10-17 16:39:33,325 - Test (net): 100.00% [50/50] [batch_t 0.119 (0.234)] [top1_cnt 38627] [top5_cnt 46944] [top_all 50000] 2024-10-17 16:39:33,326 - net: 77.254 (93.888) 2024-10-17 16:39:45,595 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.237)] [top1_cnt 40212] [top5_cnt 47651] [top_all 50000] 2024-10-17 16:39:45,595 - net_E: 80.424 (95.302) 2024-10-17 16:39:45,759 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:39:45,759 - ==> Total time: 2 days, 1:26:26 Eta: 1 day, 17:36:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:39:51,040 - Train: 54.30% [679300/1251000] [543.0/1000.0] [batch_t 0.236 (0.561)] [data_t 0.009] [optim_t 0.227] [lr 0.001315] [CE 4.263 (4.096)] [KD 3.153 (2.952)] 2024-10-17 16:40:02,837 - Train: 54.30% [679350/1251000] [543.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001315] [CE 4.774 (4.101)] [KD 3.222 (2.963)] 2024-10-17 16:40:15,413 - Train: 54.31% [679400/1251000] [543.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001315] [CE 3.965 (4.192)] [KD 2.940 (3.013)] 2024-10-17 16:40:27,558 - Train: 54.31% [679450/1251000] [543.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001314] [CE 4.374 (4.184)] [KD 2.908 (3.017)] 2024-10-17 16:40:39,758 - Train: 54.32% [679500/1251000] [543.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001314] [CE 4.333 (4.172)] [KD 3.035 (3.009)] 2024-10-17 16:40:51,705 - Train: 54.32% [679550/1251000] [543.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001314] [CE 4.241 (4.192)] [KD 3.211 (3.025)] 2024-10-17 16:41:04,069 - Train: 54.32% [679600/1251000] [543.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001314] [CE 4.379 (4.205)] [KD 3.071 (3.018)] 2024-10-17 16:41:16,217 - Train: 54.33% [679650/1251000] [543.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001314] [CE 4.054 (4.147)] [KD 2.770 (2.965)] 2024-10-17 16:41:28,587 - Train: 54.33% [679700/1251000] [543.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001314] [CE 3.631 (4.147)] [KD 2.679 (2.997)] 2024-10-17 16:41:40,979 - Train: 54.34% [679750/1251000] [543.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001313] [CE 4.081 (4.142)] [KD 3.106 (3.008)] 2024-10-17 16:41:53,133 - Train: 54.34% [679800/1251000] [543.4/1000.0] [batch_t 0.259 (0.243)] [data_t 0.009] [optim_t 0.250] [lr 0.001313] [CE 4.281 (4.144)] [KD 3.194 (3.054)] 2024-10-17 16:42:05,899 - Train: 54.34% [679850/1251000] [543.4/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.235] [lr 0.001313] [CE 4.011 (4.169)] [KD 2.890 (3.045)] 2024-10-17 16:42:18,051 - Train: 54.35% [679900/1251000] [543.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001313] [CE 3.766 (4.138)] [KD 2.823 (2.976)] 2024-10-17 16:42:30,655 - Train: 54.35% [679950/1251000] [543.5/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001313] [CE 3.920 (4.093)] [KD 2.979 (2.992)] 2024-10-17 16:42:42,882 - Train: 54.36% [680000/1251000] [543.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001312] [CE 3.964 (4.136)] [KD 2.777 (3.005)] 2024-10-17 16:42:55,001 - Train: 54.36% [680050/1251000] [543.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001312] [CE 4.185 (4.172)] [KD 3.191 (3.021)] 2024-10-17 16:43:06,920 - Train: 54.36% [680100/1251000] [543.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001312] [CE 4.490 (4.205)] [KD 3.166 (3.036)] 2024-10-17 16:43:19,225 - Train: 54.37% [680150/1251000] [543.7/1000.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.001312] [CE 4.119 (4.197)] [KD 3.067 (3.055)] 2024-10-17 16:43:31,491 - Train: 54.37% [680200/1251000] [543.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001312] [CE 4.134 (4.126)] [KD 3.129 (3.061)] 2024-10-17 16:43:43,639 - Train: 54.38% [680250/1251000] [543.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001311] [CE 4.459 (4.145)] [KD 3.070 (3.063)] 2024-10-17 16:43:55,656 - Train: 54.38% [680300/1251000] [543.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001311] [CE 4.369 (4.113)] [KD 3.054 (3.027)] 2024-10-17 16:44:07,933 - Train: 54.38% [680350/1251000] [543.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001311] [CE 4.636 (4.087)] [KD 3.187 (2.968)] 2024-10-17 16:44:20,442 - Train: 54.39% [680400/1251000] [543.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001311] [CE 3.944 (4.187)] [KD 3.069 (3.034)] 2024-10-17 16:44:32,616 - Train: 54.39% [680450/1251000] [543.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001311] [CE 3.743 (4.036)] [KD 2.701 (2.928)] 2024-10-17 16:44:44,874 - Train: 54.40% [680500/1251000] [544.0/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001311] [CE 4.204 (4.173)] [KD 2.963 (2.985)] 2024-10-17 16:45:07,713 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38590] [top5_cnt 46889] [top_all 50000] 2024-10-17 16:45:07,714 - net: 77.180 (93.778) 2024-10-17 16:45:20,082 - Test (net_E): 100.00% [50/50] [batch_t 0.087 (0.240)] [top1_cnt 40225] [top5_cnt 47628] [top_all 50000] 2024-10-17 16:45:20,083 - net_E: 80.450 (95.256) 2024-10-17 16:45:20,246 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:45:20,246 - ==> Total time: 2 days, 1:32:00 Eta: 1 day, 17:31:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:45:25,869 - Train: 54.40% [680550/1251000] [544.0/1000.0] [batch_t 0.237 (0.720)] [data_t 0.009] [optim_t 0.229] [lr 0.001310] [CE 4.419 (4.088)] [KD 3.261 (3.007)] 2024-10-17 16:45:37,653 - Train: 54.40% [680600/1251000] [544.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001310] [CE 4.388 (4.252)] [KD 3.103 (3.089)] 2024-10-17 16:45:50,403 - Train: 54.41% [680650/1251000] [544.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001310] [CE 4.169 (4.169)] [KD 3.218 (3.023)] 2024-10-17 16:46:02,359 - Train: 54.41% [680700/1251000] [544.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001310] [CE 3.822 (4.164)] [KD 2.878 (3.020)] 2024-10-17 16:46:14,410 - Train: 54.42% [680750/1251000] [544.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001310] [CE 4.038 (4.173)] [KD 2.989 (3.037)] 2024-10-17 16:46:26,295 - Train: 54.42% [680800/1251000] [544.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001309] [CE 3.643 (4.133)] [KD 2.829 (3.027)] 2024-10-17 16:46:38,834 - Train: 54.42% [680850/1251000] [544.2/1000.0] [batch_t 0.390 (0.251)] [data_t 0.009] [optim_t 0.381] [lr 0.001309] [CE 4.405 (4.191)] [KD 3.172 (3.074)] 2024-10-17 16:46:51,018 - Train: 54.43% [680900/1251000] [544.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001309] [CE 4.295 (4.167)] [KD 3.301 (3.045)] 2024-10-17 16:47:03,125 - Train: 54.43% [680950/1251000] [544.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001309] [CE 4.415 (4.301)] [KD 3.311 (3.120)] 2024-10-17 16:47:15,899 - Train: 54.44% [681000/1251000] [544.4/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.001309] [CE 3.975 (4.100)] [KD 3.002 (3.028)] 2024-10-17 16:47:28,567 - Train: 54.44% [681050/1251000] [544.4/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001309] [CE 3.542 (4.138)] [KD 2.654 (3.013)] 2024-10-17 16:47:41,288 - Train: 54.44% [681100/1251000] [544.4/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.001308] [CE 4.187 (4.129)] [KD 3.072 (3.015)] 2024-10-17 16:47:53,973 - Train: 54.45% [681150/1251000] [544.5/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001308] [CE 4.306 (4.182)] [KD 2.867 (3.055)] 2024-10-17 16:48:06,799 - Train: 54.45% [681200/1251000] [544.5/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.001308] [CE 4.099 (4.172)] [KD 2.913 (3.055)] 2024-10-17 16:48:19,244 - Train: 54.46% [681250/1251000] [544.6/1000.0] [batch_t 0.287 (0.249)] [data_t 0.009] [optim_t 0.278] [lr 0.001308] [CE 4.419 (4.152)] [KD 3.047 (3.029)] 2024-10-17 16:48:31,876 - Train: 54.46% [681300/1251000] [544.6/1000.0] [batch_t 0.247 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.001308] [CE 4.078 (4.123)] [KD 2.921 (3.061)] 2024-10-17 16:48:44,524 - Train: 54.46% [681350/1251000] [544.6/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001307] [CE 4.648 (4.129)] [KD 3.237 (3.010)] 2024-10-17 16:48:56,554 - Train: 54.47% [681400/1251000] [544.7/1000.0] [batch_t 0.316 (0.240)] [data_t 0.009] [optim_t 0.307] [lr 0.001307] [CE 4.486 (4.118)] [KD 3.132 (3.034)] 2024-10-17 16:49:08,797 - Train: 54.47% [681450/1251000] [544.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.001307] [CE 4.086 (4.226)] [KD 3.165 (3.072)] 2024-10-17 16:49:20,956 - Train: 54.48% [681500/1251000] [544.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001307] [CE 3.915 (4.154)] [KD 2.807 (3.036)] 2024-10-17 16:49:33,274 - Train: 54.48% [681550/1251000] [544.8/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.001307] [CE 4.238 (4.132)] [KD 2.999 (3.027)] 2024-10-17 16:49:45,235 - Train: 54.48% [681600/1251000] [544.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001306] [CE 4.344 (4.153)] [KD 3.132 (3.057)] 2024-10-17 16:49:57,487 - Train: 54.49% [681650/1251000] [544.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001306] [CE 4.104 (4.214)] [KD 2.972 (3.074)] 2024-10-17 16:50:09,898 - Train: 54.49% [681700/1251000] [544.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001306] [CE 3.798 (4.145)] [KD 2.832 (3.055)] 2024-10-17 16:50:22,245 - Train: 54.50% [681750/1251000] [545.0/1000.0] [batch_t 0.270 (0.247)] [data_t 0.041] [optim_t 0.229] [lr 0.001306] [CE 4.588 (4.155)] [KD 3.229 (3.057)] 2024-10-17 16:50:45,524 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38559] [top5_cnt 46875] [top_all 50000] 2024-10-17 16:50:45,524 - net: 77.118 (93.750) 2024-10-17 16:50:57,600 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40225] [top5_cnt 47604] [top_all 50000] 2024-10-17 16:50:57,601 - net_E: 80.450 (95.208) 2024-10-17 16:50:57,741 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:50:57,742 - ==> Total time: 2 days, 1:37:38 Eta: 1 day, 17:25:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:51:03,000 - Train: 54.50% [681800/1251000] [545.0/1000.0] [batch_t 0.235 (0.707)] [data_t 0.009] [optim_t 0.225] [lr 0.001306] [CE 3.159 (3.816)] [KD 2.565 (2.834)] 2024-10-17 16:51:15,087 - Train: 54.50% [681850/1251000] [545.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001306] [CE 3.888 (4.078)] [KD 2.830 (2.965)] 2024-10-17 16:51:27,659 - Train: 54.51% [681900/1251000] [545.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.001305] [CE 4.504 (4.169)] [KD 3.027 (3.001)] 2024-10-17 16:51:39,628 - Train: 54.51% [681950/1251000] [545.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001305] [CE 4.148 (4.191)] [KD 2.865 (2.994)] 2024-10-17 16:51:51,642 - Train: 54.52% [682000/1251000] [545.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001305] [CE 4.247 (4.108)] [KD 3.011 (2.981)] 2024-10-17 16:52:03,678 - Train: 54.52% [682050/1251000] [545.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001305] [CE 4.208 (4.163)] [KD 3.063 (3.051)] 2024-10-17 16:52:15,465 - Train: 54.52% [682100/1251000] [545.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001305] [CE 3.603 (4.167)] [KD 2.736 (3.036)] 2024-10-17 16:52:27,792 - Train: 54.53% [682150/1251000] [545.3/1000.0] [batch_t 0.288 (0.246)] [data_t 0.009] [optim_t 0.279] [lr 0.001304] [CE 3.760 (4.236)] [KD 2.733 (3.068)] 2024-10-17 16:52:40,247 - Train: 54.53% [682200/1251000] [545.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001304] [CE 4.447 (4.151)] [KD 3.190 (2.992)] 2024-10-17 16:52:52,348 - Train: 54.54% [682250/1251000] [545.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001304] [CE 4.121 (4.076)] [KD 2.758 (2.979)] 2024-10-17 16:53:04,649 - Train: 54.54% [682300/1251000] [545.4/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.001304] [CE 4.418 (4.136)] [KD 3.168 (3.008)] 2024-10-17 16:53:17,018 - Train: 54.54% [682350/1251000] [545.4/1000.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.252] [lr 0.001304] [CE 3.935 (4.136)] [KD 2.680 (2.945)] 2024-10-17 16:53:29,363 - Train: 54.55% [682400/1251000] [545.5/1000.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.263] [lr 0.001304] [CE 4.007 (4.130)] [KD 2.771 (2.984)] 2024-10-17 16:53:41,869 - Train: 54.55% [682450/1251000] [545.5/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001303] [CE 3.922 (4.119)] [KD 2.960 (2.997)] 2024-10-17 16:53:54,386 - Train: 54.56% [682500/1251000] [545.6/1000.0] [batch_t 0.302 (0.250)] [data_t 0.009] [optim_t 0.294] [lr 0.001303] [CE 4.212 (4.227)] [KD 2.957 (3.047)] 2024-10-17 16:54:06,881 - Train: 54.56% [682550/1251000] [545.6/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001303] [CE 4.332 (4.057)] [KD 2.925 (2.985)] 2024-10-17 16:54:19,379 - Train: 54.56% [682600/1251000] [545.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001303] [CE 3.694 (4.150)] [KD 2.867 (3.016)] 2024-10-17 16:54:31,534 - Train: 54.57% [682650/1251000] [545.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001303] [CE 3.713 (4.121)] [KD 2.592 (2.973)] 2024-10-17 16:54:43,900 - Train: 54.57% [682700/1251000] [545.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001302] [CE 4.335 (4.137)] [KD 3.023 (3.019)] 2024-10-17 16:54:55,797 - Train: 54.58% [682750/1251000] [545.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001302] [CE 4.275 (4.164)] [KD 3.197 (2.994)] 2024-10-17 16:55:07,794 - Train: 54.58% [682800/1251000] [545.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001302] [CE 3.706 (4.203)] [KD 2.933 (3.041)] 2024-10-17 16:55:20,183 - Train: 54.58% [682850/1251000] [545.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001302] [CE 4.239 (4.142)] [KD 2.909 (3.035)] 2024-10-17 16:55:32,415 - Train: 54.59% [682900/1251000] [545.9/1000.0] [batch_t 0.323 (0.245)] [data_t 0.009] [optim_t 0.314] [lr 0.001302] [CE 4.240 (4.127)] [KD 2.881 (3.036)] 2024-10-17 16:55:44,606 - Train: 54.59% [682950/1251000] [545.9/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.001302] [CE 4.132 (4.164)] [KD 2.997 (3.028)] 2024-10-17 16:55:56,964 - Train: 54.60% [683000/1251000] [546.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001301] [CE 4.048 (4.193)] [KD 3.062 (3.077)] 2024-10-17 16:56:20,278 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38665] [top5_cnt 46876] [top_all 50000] 2024-10-17 16:56:20,279 - net: 77.330 (93.752) 2024-10-17 16:56:33,098 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 40257] [top5_cnt 47602] [top_all 50000] 2024-10-17 16:56:33,098 - net_E: 80.514 (95.204) 2024-10-17 16:56:33,254 - Max [top1: 77.392 (epoch: 535)] [top1-ema: 80.528 (epoch: 538)] 2024-10-17 16:56:33,255 - ==> Total time: 2 days, 1:43:13 Eta: 1 day, 17:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 16:56:37,691 - Train: 54.60% [683050/1251000] [546.0/1000.0] [batch_t 0.236 (0.777)] [data_t 0.009] [optim_t 0.227] [lr 0.001301] [CE 3.623 (4.173)] [KD 2.892 (3.063)] 2024-10-17 16:56:49,661 - Train: 54.60% [683100/1251000] [546.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001301] [CE 3.806 (4.138)] [KD 2.655 (2.953)] 2024-10-17 16:57:01,883 - Train: 54.61% [683150/1251000] [546.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001301] [CE 4.510 (4.149)] [KD 3.121 (2.968)] 2024-10-17 16:57:14,091 - Train: 54.61% [683200/1251000] [546.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001301] [CE 4.371 (4.141)] [KD 3.103 (2.978)] 2024-10-17 16:57:26,456 - Train: 54.62% [683250/1251000] [546.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001300] [CE 3.855 (4.126)] [KD 3.007 (2.940)] 2024-10-17 16:57:38,387 - Train: 54.62% [683300/1251000] [546.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001300] [CE 3.850 (4.187)] [KD 2.721 (3.065)] 2024-10-17 16:57:50,447 - Train: 54.62% [683350/1251000] [546.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001300] [CE 4.243 (4.143)] [KD 3.003 (2.978)] 2024-10-17 16:58:02,440 - Train: 54.63% [683400/1251000] [546.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001300] [CE 4.139 (4.119)] [KD 3.102 (2.983)] 2024-10-17 16:58:17,516 - Train: 54.63% [683450/1251000] [546.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001300] [CE 4.082 (4.099)] [KD 2.878 (2.970)] 2024-10-17 16:58:29,628 - Train: 54.64% [683500/1251000] [546.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001299] [CE 4.295 (4.122)] [KD 3.114 (3.080)] 2024-10-17 16:58:42,080 - Train: 54.64% [683550/1251000] [546.4/1000.0] [batch_t 0.371 (0.248)] [data_t 0.009] [optim_t 0.362] [lr 0.001299] [CE 4.391 (4.146)] [KD 3.129 (3.026)] 2024-10-17 16:58:54,051 - Train: 54.64% [683600/1251000] [546.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001299] [CE 4.108 (4.162)] [KD 2.912 (2.986)] 2024-10-17 16:59:05,994 - Train: 54.65% [683650/1251000] [546.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001299] [CE 3.852 (4.110)] [KD 2.837 (2.989)] 2024-10-17 16:59:17,898 - Train: 54.65% [683700/1251000] [546.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001299] [CE 4.405 (4.129)] [KD 3.038 (3.019)] 2024-10-17 16:59:30,081 - Train: 54.66% [683750/1251000] [546.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001299] [CE 3.983 (4.179)] [KD 2.944 (3.008)] 2024-10-17 16:59:42,385 - Train: 54.66% [683800/1251000] [546.6/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.001298] [CE 4.650 (4.145)] [KD 3.254 (3.001)] 2024-10-17 16:59:55,003 - Train: 54.66% [683850/1251000] [546.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001298] [CE 4.408 (4.152)] [KD 3.047 (3.028)] 2024-10-17 17:00:07,091 - Train: 54.67% [683900/1251000] [546.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001298] [CE 4.274 (4.172)] [KD 3.166 (3.061)] 2024-10-17 17:00:19,572 - Train: 54.67% [683950/1251000] [546.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001298] [CE 3.729 (4.115)] [KD 2.863 (3.024)] 2024-10-17 17:00:31,720 - Train: 54.68% [684000/1251000] [546.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001298] [CE 4.486 (4.153)] [KD 3.398 (3.065)] 2024-10-17 17:00:44,206 - Train: 54.68% [684050/1251000] [546.8/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001297] [CE 4.440 (4.183)] [KD 3.112 (3.054)] 2024-10-17 17:00:56,907 - Train: 54.68% [684100/1251000] [546.8/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.001297] [CE 3.964 (4.176)] [KD 2.897 (3.031)] 2024-10-17 17:01:09,104 - Train: 54.69% [684150/1251000] [546.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001297] [CE 4.449 (4.179)] [KD 3.117 (2.992)] 2024-10-17 17:01:21,111 - Train: 54.69% [684200/1251000] [546.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001297] [CE 3.897 (4.182)] [KD 2.867 (2.999)] 2024-10-17 17:01:33,110 - Train: 54.70% [684250/1251000] [547.0/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001297] [CE 4.099 (4.136)] [KD 2.863 (2.982)] 2024-10-17 17:01:56,592 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38788] [top5_cnt 46949] [top_all 50000] 2024-10-17 17:01:56,592 - net: 77.576 (93.898) 2024-10-17 17:02:08,808 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40266] [top5_cnt 47616] [top_all 50000] 2024-10-17 17:02:08,808 - net_E: 80.532 (95.232) 2024-10-17 17:02:08,965 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.532 (epoch: 547)] 2024-10-17 17:02:08,965 - ==> Total time: 2 days, 1:48:49 Eta: 1 day, 17:15:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:02:15,922 - Train: 54.70% [684300/1251000] [547.0/1000.0] [batch_t 0.243 (0.500)] [data_t 0.020] [optim_t 0.223] [lr 0.001297] [CE 4.180 (4.205)] [KD 2.953 (2.939)] 2024-10-17 17:02:28,065 - Train: 54.70% [684350/1251000] [547.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001296] [CE 3.895 (4.081)] [KD 2.999 (2.984)] 2024-10-17 17:02:40,012 - Train: 54.71% [684400/1251000] [547.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001296] [CE 4.161 (4.164)] [KD 3.175 (3.022)] 2024-10-17 17:02:52,487 - Train: 54.71% [684450/1251000] [547.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001296] [CE 4.514 (4.220)] [KD 2.963 (3.016)] 2024-10-17 17:03:04,878 - Train: 54.72% [684500/1251000] [547.2/1000.0] [batch_t 0.386 (0.248)] [data_t 0.009] [optim_t 0.377] [lr 0.001296] [CE 4.034 (4.104)] [KD 2.993 (2.952)] 2024-10-17 17:03:17,278 - Train: 54.72% [684550/1251000] [547.2/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001296] [CE 3.644 (4.153)] [KD 2.643 (3.012)] 2024-10-17 17:03:29,586 - Train: 54.72% [684600/1251000] [547.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001295] [CE 4.209 (4.208)] [KD 3.088 (3.087)] 2024-10-17 17:03:41,884 - Train: 54.73% [684650/1251000] [547.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001295] [CE 3.847 (4.171)] [KD 2.831 (3.031)] 2024-10-17 17:03:54,198 - Train: 54.73% [684700/1251000] [547.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001295] [CE 3.907 (4.117)] [KD 2.616 (3.006)] 2024-10-17 17:04:06,377 - Train: 54.74% [684750/1251000] [547.4/1000.0] [batch_t 0.270 (0.243)] [data_t 0.009] [optim_t 0.261] [lr 0.001295] [CE 4.051 (4.086)] [KD 2.987 (2.983)] 2024-10-17 17:04:18,868 - Train: 54.74% [684800/1251000] [547.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001295] [CE 4.226 (4.171)] [KD 3.101 (3.017)] 2024-10-17 17:04:30,940 - Train: 54.74% [684850/1251000] [547.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001294] [CE 3.942 (4.136)] [KD 2.756 (2.949)] 2024-10-17 17:04:42,796 - Train: 54.75% [684900/1251000] [547.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001294] [CE 3.408 (4.116)] [KD 2.573 (2.988)] 2024-10-17 17:04:54,847 - Train: 54.75% [684950/1251000] [547.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001294] [CE 4.194 (4.168)] [KD 2.892 (2.999)] 2024-10-17 17:05:06,806 - Train: 54.76% [685000/1251000] [547.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001294] [CE 4.519 (4.169)] [KD 3.119 (3.018)] 2024-10-17 17:05:19,095 - Train: 54.76% [685050/1251000] [547.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001294] [CE 3.915 (4.119)] [KD 2.868 (3.015)] 2024-10-17 17:05:31,428 - Train: 54.76% [685100/1251000] [547.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001294] [CE 4.410 (4.194)] [KD 3.182 (3.042)] 2024-10-17 17:05:43,392 - Train: 54.77% [685150/1251000] [547.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001293] [CE 3.682 (4.104)] [KD 2.838 (2.973)] 2024-10-17 17:05:55,202 - Train: 54.77% [685200/1251000] [547.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001293] [CE 3.546 (4.138)] [KD 2.572 (2.995)] 2024-10-17 17:06:07,605 - Train: 54.78% [685250/1251000] [547.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001293] [CE 4.401 (4.232)] [KD 3.341 (3.040)] 2024-10-17 17:06:19,947 - Train: 54.78% [685300/1251000] [547.8/1000.0] [batch_t 0.271 (0.247)] [data_t 0.009] [optim_t 0.262] [lr 0.001293] [CE 4.083 (4.136)] [KD 2.883 (3.008)] 2024-10-17 17:06:32,444 - Train: 54.78% [685350/1251000] [547.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001293] [CE 4.242 (4.143)] [KD 3.155 (2.973)] 2024-10-17 17:06:44,804 - Train: 54.79% [685400/1251000] [547.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001292] [CE 3.925 (4.230)] [KD 2.906 (3.052)] 2024-10-17 17:06:57,199 - Train: 54.79% [685450/1251000] [547.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001292] [CE 4.469 (4.193)] [KD 3.169 (3.016)] 2024-10-17 17:07:09,197 - Train: 54.80% [685500/1251000] [548.0/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.001292] [CE 4.383 (4.154)] [KD 3.258 (3.010)] 2024-10-17 17:07:33,502 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38659] [top5_cnt 46945] [top_all 50000] 2024-10-17 17:07:33,502 - net: 77.318 (93.890) 2024-10-17 17:07:46,082 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40261] [top5_cnt 47617] [top_all 50000] 2024-10-17 17:07:46,082 - net_E: 80.522 (95.234) 2024-10-17 17:07:46,241 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.532 (epoch: 547)] 2024-10-17 17:07:46,241 - ==> Total time: 2 days, 1:54:26 Eta: 1 day, 17:09:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:07:50,731 - Train: 54.80% [685550/1251000] [548.0/1000.0] [batch_t 0.270 (1.371)] [data_t 0.009] [optim_t 0.261] [lr 0.001292] [CE 4.264 (4.061)] [KD 3.131 (3.000)] 2024-10-17 17:08:02,699 - Train: 54.80% [685600/1251000] [548.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001292] [CE 4.077 (4.181)] [KD 2.930 (2.995)] 2024-10-17 17:08:15,080 - Train: 54.81% [685650/1251000] [548.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001292] [CE 4.120 (4.106)] [KD 2.853 (2.954)] 2024-10-17 17:08:27,006 - Train: 54.81% [685700/1251000] [548.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001291] [CE 4.309 (4.141)] [KD 3.055 (2.961)] 2024-10-17 17:08:38,821 - Train: 54.82% [685750/1251000] [548.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001291] [CE 4.238 (4.150)] [KD 2.792 (2.965)] 2024-10-17 17:08:50,716 - Train: 54.82% [685800/1251000] [548.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001291] [CE 4.099 (4.129)] [KD 2.976 (2.939)] 2024-10-17 17:09:02,635 - Train: 54.82% [685850/1251000] [548.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001291] [CE 4.625 (4.143)] [KD 3.007 (3.010)] 2024-10-17 17:09:14,794 - Train: 54.83% [685900/1251000] [548.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001291] [CE 4.258 (4.140)] [KD 3.070 (3.022)] 2024-10-17 17:09:26,906 - Train: 54.83% [685950/1251000] [548.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001290] [CE 4.144 (4.122)] [KD 3.008 (2.984)] 2024-10-17 17:09:39,034 - Train: 54.84% [686000/1251000] [548.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001290] [CE 3.898 (4.071)] [KD 2.912 (2.994)] 2024-10-17 17:09:50,992 - Train: 54.84% [686050/1251000] [548.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001290] [CE 4.011 (4.146)] [KD 2.833 (2.993)] 2024-10-17 17:10:02,831 - Train: 54.84% [686100/1251000] [548.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001290] [CE 3.935 (4.132)] [KD 2.707 (2.973)] 2024-10-17 17:10:14,779 - Train: 54.85% [686150/1251000] [548.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001290] [CE 4.061 (4.085)] [KD 2.831 (2.946)] 2024-10-17 17:10:26,687 - Train: 54.85% [686200/1251000] [548.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001290] [CE 4.044 (4.223)] [KD 3.044 (3.051)] 2024-10-17 17:10:38,713 - Train: 54.86% [686250/1251000] [548.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001289] [CE 3.685 (4.144)] [KD 2.957 (3.025)] 2024-10-17 17:10:50,728 - Train: 54.86% [686300/1251000] [548.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001289] [CE 4.347 (4.146)] [KD 3.104 (3.010)] 2024-10-17 17:11:02,689 - Train: 54.86% [686350/1251000] [548.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001289] [CE 4.038 (4.131)] [KD 3.019 (3.009)] 2024-10-17 17:11:14,527 - Train: 54.87% [686400/1251000] [548.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001289] [CE 3.744 (4.132)] [KD 2.931 (2.994)] 2024-10-17 17:11:26,721 - Train: 54.87% [686450/1251000] [548.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001289] [CE 4.190 (4.125)] [KD 2.867 (3.019)] 2024-10-17 17:11:38,527 - Train: 54.88% [686500/1251000] [548.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001288] [CE 3.709 (4.167)] [KD 2.757 (3.047)] 2024-10-17 17:11:50,308 - Train: 54.88% [686550/1251000] [548.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001288] [CE 4.530 (4.184)] [KD 2.995 (3.012)] 2024-10-17 17:12:02,216 - Train: 54.88% [686600/1251000] [548.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001288] [CE 4.197 (4.039)] [KD 3.042 (2.972)] 2024-10-17 17:12:14,432 - Train: 54.89% [686650/1251000] [548.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001288] [CE 3.885 (4.205)] [KD 2.857 (3.028)] 2024-10-17 17:12:26,252 - Train: 54.89% [686700/1251000] [548.9/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.001288] [CE 4.332 (4.152)] [KD 3.103 (3.033)] 2024-10-17 17:12:38,707 - Train: 54.90% [686750/1251000] [549.0/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.001287] [CE 4.116 (4.121)] [KD 3.014 (3.032)] 2024-10-17 17:13:03,000 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 38777] [top5_cnt 46934] [top_all 50000] 2024-10-17 17:13:03,000 - net: 77.554 (93.868) 2024-10-17 17:13:15,536 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40290] [top5_cnt 47615] [top_all 50000] 2024-10-17 17:13:15,537 - net_E: 80.580 (95.230) 2024-10-17 17:13:15,658 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.580 (epoch: 549)] 2024-10-17 17:13:15,658 - ==> Total time: 2 days, 1:59:56 Eta: 1 day, 17:04:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:13:21,413 - Train: 54.90% [686800/1251000] [549.0/1000.0] [batch_t 1.245 (1.245)] [data_t 1.021] [optim_t 0.225] [lr 0.001287] [CE 3.743 (3.743)] [KD 2.749 (2.749)] 2024-10-17 17:13:33,343 - Train: 54.90% [686850/1251000] [549.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001287] [CE 4.457 (4.119)] [KD 3.142 (2.944)] 2024-10-17 17:13:45,890 - Train: 54.91% [686900/1251000] [549.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001287] [CE 4.269 (4.085)] [KD 3.015 (2.935)] 2024-10-17 17:13:58,180 - Train: 54.91% [686950/1251000] [549.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001287] [CE 4.244 (4.129)] [KD 2.932 (3.012)] 2024-10-17 17:14:10,565 - Train: 54.92% [687000/1251000] [549.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001287] [CE 4.393 (4.183)] [KD 3.131 (3.020)] 2024-10-17 17:14:22,386 - Train: 54.92% [687050/1251000] [549.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001286] [CE 3.990 (4.140)] [KD 3.013 (3.027)] 2024-10-17 17:14:34,500 - Train: 54.92% [687100/1251000] [549.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001286] [CE 4.075 (4.188)] [KD 2.868 (3.034)] 2024-10-17 17:14:46,719 - Train: 54.93% [687150/1251000] [549.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001286] [CE 4.009 (4.138)] [KD 2.927 (2.988)] 2024-10-17 17:14:58,730 - Train: 54.93% [687200/1251000] [549.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001286] [CE 3.965 (4.192)] [KD 2.788 (3.025)] 2024-10-17 17:15:10,510 - Train: 54.94% [687250/1251000] [549.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001286] [CE 4.370 (4.129)] [KD 3.339 (2.993)] 2024-10-17 17:15:22,831 - Train: 54.94% [687300/1251000] [549.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001285] [CE 3.866 (4.179)] [KD 2.863 (3.064)] 2024-10-17 17:15:34,944 - Train: 54.94% [687350/1251000] [549.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001285] [CE 4.292 (4.045)] [KD 3.008 (2.986)] 2024-10-17 17:15:46,947 - Train: 54.95% [687400/1251000] [549.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001285] [CE 3.903 (4.199)] [KD 3.079 (3.046)] 2024-10-17 17:15:59,081 - Train: 54.95% [687450/1251000] [549.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001285] [CE 4.293 (4.183)] [KD 2.929 (3.037)] 2024-10-17 17:16:11,397 - Train: 54.96% [687500/1251000] [549.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001285] [CE 3.957 (4.107)] [KD 2.853 (2.988)] 2024-10-17 17:16:23,781 - Train: 54.96% [687550/1251000] [549.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001285] [CE 4.350 (4.251)] [KD 3.011 (3.060)] 2024-10-17 17:16:36,268 - Train: 54.96% [687600/1251000] [549.6/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.001284] [CE 4.083 (4.249)] [KD 3.135 (3.098)] 2024-10-17 17:16:48,410 - Train: 54.97% [687650/1251000] [549.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001284] [CE 4.041 (4.085)] [KD 3.149 (2.986)] 2024-10-17 17:17:00,596 - Train: 54.97% [687700/1251000] [549.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001284] [CE 4.054 (4.172)] [KD 2.983 (2.978)] 2024-10-17 17:17:12,807 - Train: 54.98% [687750/1251000] [549.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001284] [CE 4.164 (4.169)] [KD 3.078 (3.038)] 2024-10-17 17:17:24,956 - Train: 54.98% [687800/1251000] [549.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001284] [CE 3.912 (4.144)] [KD 2.845 (2.973)] 2024-10-17 17:17:36,674 - Train: 54.98% [687850/1251000] [549.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.001283] [CE 4.040 (4.194)] [KD 2.776 (2.992)] 2024-10-17 17:17:49,091 - Train: 54.99% [687900/1251000] [549.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001283] [CE 4.872 (4.234)] [KD 3.248 (3.044)] 2024-10-17 17:18:01,359 - Train: 54.99% [687950/1251000] [549.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001283] [CE 4.530 (4.152)] [KD 3.131 (2.999)] 2024-10-17 17:18:13,451 - Train: 55.00% [688000/1251000] [550.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001283] [CE 3.962 (4.156)] [KD 3.073 (3.009)] 2024-10-17 17:18:25,396 - Train: 55.00% [688050/1251000] [550.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001283] [CE 4.324 (4.183)] [KD 2.976 (3.051)] 2024-10-17 17:18:37,669 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38632] [top5_cnt 46907] [top_all 50000] 2024-10-17 17:18:37,670 - net: 77.264 (93.814) 2024-10-17 17:18:50,445 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.249)] [top1_cnt 40300] [top5_cnt 47605] [top_all 50000] 2024-10-17 17:18:50,445 - net_E: 80.600 (95.210) 2024-10-17 17:18:50,588 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.600 (epoch: 550)] 2024-10-17 17:18:50,589 - ==> Total time: 2 days, 2:05:31 Eta: 1 day, 16:59:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:19:09,088 - Train: 55.00% [688100/1251000] [550.0/1000.0] [batch_t 0.417 (0.270)] [data_t 0.009] [optim_t 0.408] [lr 0.001283] [CE 3.838 (4.157)] [KD 2.875 (2.992)] 2024-10-17 17:19:21,203 - Train: 55.01% [688150/1251000] [550.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001282] [CE 4.205 (4.088)] [KD 2.998 (2.970)] 2024-10-17 17:19:33,145 - Train: 55.01% [688200/1251000] [550.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001282] [CE 4.316 (4.040)] [KD 3.139 (2.919)] 2024-10-17 17:19:44,867 - Train: 55.02% [688250/1251000] [550.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001282] [CE 4.754 (4.206)] [KD 3.369 (3.025)] 2024-10-17 17:19:57,065 - Train: 55.02% [688300/1251000] [550.2/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.001282] [CE 4.035 (4.111)] [KD 3.061 (2.975)] 2024-10-17 17:20:09,258 - Train: 55.02% [688350/1251000] [550.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001282] [CE 4.252 (4.098)] [KD 2.928 (2.940)] 2024-10-17 17:20:21,884 - Train: 55.03% [688400/1251000] [550.3/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001281] [CE 4.107 (4.079)] [KD 2.833 (2.948)] 2024-10-17 17:20:34,011 - Train: 55.03% [688450/1251000] [550.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001281] [CE 4.669 (4.182)] [KD 3.301 (3.009)] 2024-10-17 17:20:45,851 - Train: 55.04% [688500/1251000] [550.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001281] [CE 4.412 (4.096)] [KD 3.008 (2.974)] 2024-10-17 17:20:57,692 - Train: 55.04% [688550/1251000] [550.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001281] [CE 4.539 (4.136)] [KD 3.178 (2.975)] 2024-10-17 17:21:10,033 - Train: 55.04% [688600/1251000] [550.4/1000.0] [batch_t 0.305 (0.247)] [data_t 0.009] [optim_t 0.297] [lr 0.001281] [CE 4.218 (4.102)] [KD 2.926 (2.966)] 2024-10-17 17:21:21,887 - Train: 55.05% [688650/1251000] [550.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001280] [CE 4.472 (4.135)] [KD 3.140 (3.006)] 2024-10-17 17:21:34,306 - Train: 55.05% [688700/1251000] [550.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001280] [CE 4.043 (4.128)] [KD 3.118 (2.985)] 2024-10-17 17:21:46,177 - Train: 55.06% [688750/1251000] [550.6/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001280] [CE 3.649 (4.116)] [KD 2.770 (2.979)] 2024-10-17 17:21:58,508 - Train: 55.06% [688800/1251000] [550.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001280] [CE 3.762 (4.188)] [KD 2.893 (3.026)] 2024-10-17 17:22:10,694 - Train: 55.06% [688850/1251000] [550.6/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001280] [CE 4.158 (4.188)] [KD 3.077 (3.015)] 2024-10-17 17:22:22,887 - Train: 55.07% [688900/1251000] [550.7/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.001280] [CE 4.011 (4.231)] [KD 3.034 (3.073)] 2024-10-17 17:22:35,095 - Train: 55.07% [688950/1251000] [550.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001279] [CE 4.422 (4.214)] [KD 3.077 (3.047)] 2024-10-17 17:22:47,741 - Train: 55.08% [689000/1251000] [550.8/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001279] [CE 4.505 (4.172)] [KD 3.330 (3.048)] 2024-10-17 17:22:59,686 - Train: 55.08% [689050/1251000] [550.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001279] [CE 4.231 (4.167)] [KD 2.992 (3.020)] 2024-10-17 17:23:11,832 - Train: 55.08% [689100/1251000] [550.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001279] [CE 4.293 (4.159)] [KD 3.189 (3.001)] 2024-10-17 17:23:23,814 - Train: 55.09% [689150/1251000] [550.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001279] [CE 4.399 (4.217)] [KD 3.254 (3.001)] 2024-10-17 17:23:35,986 - Train: 55.09% [689200/1251000] [550.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001278] [CE 4.138 (4.206)] [KD 2.929 (3.040)] 2024-10-17 17:23:48,169 - Train: 55.10% [689250/1251000] [551.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001278] [CE 4.084 (4.150)] [KD 2.989 (2.981)] 2024-10-17 17:24:00,246 - Train: 55.10% [689300/1251000] [551.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001278] [CE 4.128 (4.156)] [KD 3.002 (3.025)] 2024-10-17 17:24:12,819 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38525] [top5_cnt 46893] [top_all 50000] 2024-10-17 17:24:12,819 - net: 77.050 (93.786) 2024-10-17 17:24:25,337 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40307] [top5_cnt 47585] [top_all 50000] 2024-10-17 17:24:25,338 - net_E: 80.614 (95.170) 2024-10-17 17:24:25,479 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.614 (epoch: 551)] 2024-10-17 17:24:25,479 - ==> Total time: 2 days, 2:11:06 Eta: 1 day, 16:53:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:24:43,286 - Train: 55.10% [689350/1251000] [551.0/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001278] [CE 4.376 (4.089)] [KD 3.367 (2.954)] 2024-10-17 17:24:55,547 - Train: 55.11% [689400/1251000] [551.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001278] [CE 4.392 (4.067)] [KD 3.269 (2.976)] 2024-10-17 17:25:07,760 - Train: 55.11% [689450/1251000] [551.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001278] [CE 4.352 (4.091)] [KD 2.949 (2.960)] 2024-10-17 17:25:20,027 - Train: 55.12% [689500/1251000] [551.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001277] [CE 4.180 (4.057)] [KD 2.884 (2.936)] 2024-10-17 17:25:31,996 - Train: 55.12% [689550/1251000] [551.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001277] [CE 4.488 (4.146)] [KD 3.078 (2.981)] 2024-10-17 17:25:44,188 - Train: 55.12% [689600/1251000] [551.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001277] [CE 3.951 (4.166)] [KD 2.843 (2.987)] 2024-10-17 17:25:56,418 - Train: 55.13% [689650/1251000] [551.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001277] [CE 3.961 (4.138)] [KD 2.867 (2.976)] 2024-10-17 17:26:08,858 - Train: 55.13% [689700/1251000] [551.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001277] [CE 4.749 (4.114)] [KD 3.326 (2.961)] 2024-10-17 17:26:20,963 - Train: 55.14% [689750/1251000] [551.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001276] [CE 4.295 (4.150)] [KD 3.187 (2.997)] 2024-10-17 17:26:33,298 - Train: 55.14% [689800/1251000] [551.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001276] [CE 4.325 (4.138)] [KD 3.267 (3.010)] 2024-10-17 17:26:45,498 - Train: 55.14% [689850/1251000] [551.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001276] [CE 4.210 (4.189)] [KD 2.945 (3.005)] 2024-10-17 17:26:57,468 - Train: 55.15% [689900/1251000] [551.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001276] [CE 4.613 (4.174)] [KD 2.984 (3.005)] 2024-10-17 17:27:09,416 - Train: 55.15% [689950/1251000] [551.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001276] [CE 4.211 (4.197)] [KD 3.005 (2.969)] 2024-10-17 17:27:21,460 - Train: 55.16% [690000/1251000] [551.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001276] [CE 3.920 (4.113)] [KD 2.552 (2.991)] 2024-10-17 17:27:33,559 - Train: 55.16% [690050/1251000] [551.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001275] [CE 4.192 (4.173)] [KD 2.963 (3.040)] 2024-10-17 17:27:45,642 - Train: 55.16% [690100/1251000] [551.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001275] [CE 3.807 (4.214)] [KD 2.848 (3.005)] 2024-10-17 17:27:57,894 - Train: 55.17% [690150/1251000] [551.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001275] [CE 4.244 (4.208)] [KD 3.215 (3.041)] 2024-10-17 17:28:10,043 - Train: 55.17% [690200/1251000] [551.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001275] [CE 4.582 (4.130)] [KD 3.084 (2.970)] 2024-10-17 17:28:22,498 - Train: 55.18% [690250/1251000] [551.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001275] [CE 4.672 (4.211)] [KD 3.248 (3.034)] 2024-10-17 17:28:34,678 - Train: 55.18% [690300/1251000] [551.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.001274] [CE 3.995 (4.195)] [KD 2.768 (3.024)] 2024-10-17 17:28:46,686 - Train: 55.18% [690350/1251000] [551.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001274] [CE 4.195 (4.155)] [KD 3.016 (2.989)] 2024-10-17 17:28:59,040 - Train: 55.19% [690400/1251000] [551.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001274] [CE 4.461 (4.152)] [KD 3.084 (3.013)] 2024-10-17 17:29:11,616 - Train: 55.19% [690450/1251000] [551.9/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001274] [CE 4.469 (4.188)] [KD 3.290 (3.029)] 2024-10-17 17:29:23,673 - Train: 55.20% [690500/1251000] [552.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001274] [CE 3.617 (4.143)] [KD 2.768 (2.998)] 2024-10-17 17:29:35,695 - Train: 55.20% [690550/1251000] [552.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001273] [CE 4.474 (4.127)] [KD 3.170 (3.030)] 2024-10-17 17:29:48,574 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 38690] [top5_cnt 46943] [top_all 50000] 2024-10-17 17:29:48,574 - net: 77.380 (93.886) 2024-10-17 17:30:01,155 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40310] [top5_cnt 47587] [top_all 50000] 2024-10-17 17:30:01,156 - net_E: 80.620 (95.174) 2024-10-17 17:30:01,296 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.620 (epoch: 552)] 2024-10-17 17:30:01,296 - ==> Total time: 2 days, 2:16:41 Eta: 1 day, 16:48:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:30:22,425 - Train: 55.20% [690600/1251000] [552.0/1000.0] [batch_t 0.235 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.001273] [CE 3.973 (4.143)] [KD 2.889 (2.970)] 2024-10-17 17:30:34,561 - Train: 55.21% [690650/1251000] [552.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001273] [CE 4.147 (4.185)] [KD 3.043 (3.020)] 2024-10-17 17:30:47,005 - Train: 55.21% [690700/1251000] [552.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001273] [CE 4.044 (4.084)] [KD 3.065 (2.969)] 2024-10-17 17:30:59,085 - Train: 55.22% [690750/1251000] [552.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001273] [CE 4.220 (4.133)] [KD 2.968 (3.006)] 2024-10-17 17:31:11,135 - Train: 55.22% [690800/1251000] [552.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001273] [CE 4.369 (4.108)] [KD 2.910 (2.938)] 2024-10-17 17:31:23,490 - Train: 55.22% [690850/1251000] [552.2/1000.0] [batch_t 0.273 (0.247)] [data_t 0.047] [optim_t 0.226] [lr 0.001272] [CE 3.798 (4.123)] [KD 2.878 (3.014)] 2024-10-17 17:31:35,754 - Train: 55.23% [690900/1251000] [552.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001272] [CE 3.963 (4.163)] [KD 3.079 (3.024)] 2024-10-17 17:31:48,215 - Train: 55.23% [690950/1251000] [552.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001272] [CE 4.626 (4.108)] [KD 3.213 (3.000)] 2024-10-17 17:32:00,337 - Train: 55.24% [691000/1251000] [552.4/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001272] [CE 4.063 (4.073)] [KD 3.095 (2.949)] 2024-10-17 17:32:12,915 - Train: 55.24% [691050/1251000] [552.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001272] [CE 3.840 (4.143)] [KD 2.879 (3.024)] 2024-10-17 17:32:25,270 - Train: 55.24% [691100/1251000] [552.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001271] [CE 4.300 (4.119)] [KD 3.123 (3.005)] 2024-10-17 17:32:37,296 - Train: 55.25% [691150/1251000] [552.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001271] [CE 4.804 (4.158)] [KD 3.193 (3.006)] 2024-10-17 17:32:49,226 - Train: 55.25% [691200/1251000] [552.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001271] [CE 3.987 (4.170)] [KD 3.178 (3.032)] 2024-10-17 17:33:01,764 - Train: 55.26% [691250/1251000] [552.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001271] [CE 4.141 (4.121)] [KD 3.073 (2.979)] 2024-10-17 17:33:14,150 - Train: 55.26% [691300/1251000] [552.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001271] [CE 3.603 (4.043)] [KD 2.731 (2.966)] 2024-10-17 17:33:26,135 - Train: 55.26% [691350/1251000] [552.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001271] [CE 4.495 (4.160)] [KD 3.144 (2.981)] 2024-10-17 17:33:38,376 - Train: 55.27% [691400/1251000] [552.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001270] [CE 3.890 (4.118)] [KD 2.954 (2.944)] 2024-10-17 17:33:50,582 - Train: 55.27% [691450/1251000] [552.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001270] [CE 4.133 (4.181)] [KD 2.991 (3.014)] 2024-10-17 17:34:02,887 - Train: 55.28% [691500/1251000] [552.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001270] [CE 4.488 (4.139)] [KD 3.173 (3.030)] 2024-10-17 17:34:14,967 - Train: 55.28% [691550/1251000] [552.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001270] [CE 3.868 (4.172)] [KD 2.687 (3.006)] 2024-10-17 17:34:27,259 - Train: 55.28% [691600/1251000] [552.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001270] [CE 4.075 (4.173)] [KD 2.947 (3.029)] 2024-10-17 17:34:39,069 - Train: 55.29% [691650/1251000] [552.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001269] [CE 4.503 (4.152)] [KD 3.177 (3.026)] 2024-10-17 17:34:51,446 - Train: 55.29% [691700/1251000] [552.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001269] [CE 4.632 (4.171)] [KD 3.118 (3.015)] 2024-10-17 17:35:03,582 - Train: 55.30% [691750/1251000] [553.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001269] [CE 4.050 (4.104)] [KD 3.057 (2.970)] 2024-10-17 17:35:15,631 - Train: 55.30% [691800/1251000] [553.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001269] [CE 4.416 (4.208)] [KD 3.100 (3.027)] 2024-10-17 17:35:28,465 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 38731] [top5_cnt 46930] [top_all 50000] 2024-10-17 17:35:28,466 - net: 77.462 (93.860) 2024-10-17 17:35:40,712 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40304] [top5_cnt 47604] [top_all 50000] 2024-10-17 17:35:40,712 - net_E: 80.608 (95.208) 2024-10-17 17:35:40,855 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.620 (epoch: 552)] 2024-10-17 17:35:40,856 - ==> Total time: 2 days, 2:22:21 Eta: 1 day, 16:43:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:35:56,320 - Train: 55.30% [691850/1251000] [553.0/1000.0] [batch_t 0.235 (0.300)] [data_t 0.009] [optim_t 0.226] [lr 0.001269] [CE 4.661 (4.132)] [KD 3.219 (2.956)] 2024-10-17 17:36:08,507 - Train: 55.31% [691900/1251000] [553.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001269] [CE 3.870 (4.182)] [KD 2.920 (3.009)] 2024-10-17 17:36:20,908 - Train: 55.31% [691950/1251000] [553.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001268] [CE 4.158 (4.131)] [KD 2.994 (2.997)] 2024-10-17 17:36:33,025 - Train: 55.32% [692000/1251000] [553.2/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001268] [CE 3.972 (4.201)] [KD 2.876 (3.032)] 2024-10-17 17:36:45,300 - Train: 55.32% [692050/1251000] [553.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001268] [CE 4.194 (4.127)] [KD 2.908 (2.986)] 2024-10-17 17:36:57,508 - Train: 55.32% [692100/1251000] [553.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001268] [CE 3.821 (4.110)] [KD 2.731 (2.956)] 2024-10-17 17:37:09,671 - Train: 55.33% [692150/1251000] [553.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001268] [CE 4.423 (4.182)] [KD 3.267 (2.983)] 2024-10-17 17:37:22,148 - Train: 55.33% [692200/1251000] [553.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001267] [CE 4.426 (4.174)] [KD 3.133 (2.960)] 2024-10-17 17:37:34,516 - Train: 55.34% [692250/1251000] [553.4/1000.0] [batch_t 0.278 (0.247)] [data_t 0.009] [optim_t 0.270] [lr 0.001267] [CE 4.034 (4.156)] [KD 3.024 (2.968)] 2024-10-17 17:37:47,031 - Train: 55.34% [692300/1251000] [553.4/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001267] [CE 4.218 (4.172)] [KD 2.956 (2.987)] 2024-10-17 17:37:58,961 - Train: 55.34% [692350/1251000] [553.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001267] [CE 4.388 (4.192)] [KD 3.352 (3.024)] 2024-10-17 17:38:11,373 - Train: 55.35% [692400/1251000] [553.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001267] [CE 4.171 (4.224)] [KD 3.054 (3.044)] 2024-10-17 17:38:23,696 - Train: 55.35% [692450/1251000] [553.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001267] [CE 4.530 (4.143)] [KD 3.093 (2.954)] 2024-10-17 17:38:35,860 - Train: 55.36% [692500/1251000] [553.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001266] [CE 4.190 (4.178)] [KD 2.929 (2.991)] 2024-10-17 17:38:48,082 - Train: 55.36% [692550/1251000] [553.6/1000.0] [batch_t 0.368 (0.244)] [data_t 0.009] [optim_t 0.358] [lr 0.001266] [CE 3.597 (4.166)] [KD 2.841 (2.995)] 2024-10-17 17:39:00,239 - Train: 55.36% [692600/1251000] [553.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001266] [CE 4.234 (4.239)] [KD 3.152 (3.017)] 2024-10-17 17:39:12,242 - Train: 55.37% [692650/1251000] [553.7/1000.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.001266] [CE 3.847 (4.089)] [KD 2.884 (2.924)] 2024-10-17 17:39:24,471 - Train: 55.37% [692700/1251000] [553.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001266] [CE 4.453 (4.158)] [KD 3.283 (2.990)] 2024-10-17 17:39:36,489 - Train: 55.38% [692750/1251000] [553.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001265] [CE 3.736 (4.168)] [KD 2.788 (3.015)] 2024-10-17 17:39:48,618 - Train: 55.38% [692800/1251000] [553.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001265] [CE 4.201 (4.149)] [KD 3.036 (2.975)] 2024-10-17 17:40:00,934 - Train: 55.38% [692850/1251000] [553.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001265] [CE 4.320 (4.169)] [KD 2.900 (3.006)] 2024-10-17 17:40:13,252 - Train: 55.39% [692900/1251000] [553.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001265] [CE 4.341 (4.127)] [KD 2.928 (2.992)] 2024-10-17 17:40:25,379 - Train: 55.39% [692950/1251000] [553.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001265] [CE 4.294 (4.182)] [KD 3.099 (3.034)] 2024-10-17 17:40:37,573 - Train: 55.40% [693000/1251000] [554.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001264] [CE 4.186 (4.111)] [KD 2.936 (2.994)] 2024-10-17 17:40:49,424 - Train: 55.40% [693050/1251000] [554.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001264] [CE 3.869 (4.117)] [KD 2.889 (3.020)] 2024-10-17 17:41:02,600 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 38596] [top5_cnt 46941] [top_all 50000] 2024-10-17 17:41:02,601 - net: 77.192 (93.882) 2024-10-17 17:41:14,768 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40323] [top5_cnt 47600] [top_all 50000] 2024-10-17 17:41:14,769 - net_E: 80.646 (95.200) 2024-10-17 17:41:14,902 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.646 (epoch: 554)] 2024-10-17 17:41:14,903 - ==> Total time: 2 days, 2:27:55 Eta: 1 day, 16:37:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:41:31,653 - Train: 55.40% [693100/1251000] [554.0/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.001264] [CE 3.981 (4.125)] [KD 3.187 (2.996)] 2024-10-17 17:41:43,810 - Train: 55.41% [693150/1251000] [554.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001264] [CE 4.400 (4.150)] [KD 3.217 (2.991)] 2024-10-17 17:41:56,009 - Train: 55.41% [693200/1251000] [554.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001264] [CE 3.952 (4.139)] [KD 2.952 (2.989)] 2024-10-17 17:42:08,319 - Train: 55.42% [693250/1251000] [554.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001264] [CE 4.664 (4.143)] [KD 3.231 (2.953)] 2024-10-17 17:42:20,916 - Train: 55.42% [693300/1251000] [554.2/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001263] [CE 3.689 (4.093)] [KD 2.777 (2.933)] 2024-10-17 17:42:33,296 - Train: 55.42% [693350/1251000] [554.2/1000.0] [batch_t 0.256 (0.247)] [data_t 0.033] [optim_t 0.223] [lr 0.001263] [CE 4.346 (4.198)] [KD 3.200 (3.028)] 2024-10-17 17:42:45,960 - Train: 55.43% [693400/1251000] [554.3/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001263] [CE 3.949 (4.178)] [KD 2.952 (2.941)] 2024-10-17 17:42:58,583 - Train: 55.43% [693450/1251000] [554.3/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001263] [CE 3.904 (4.092)] [KD 2.938 (2.960)] 2024-10-17 17:43:10,914 - Train: 55.44% [693500/1251000] [554.4/1000.0] [batch_t 0.272 (0.246)] [data_t 0.048] [optim_t 0.224] [lr 0.001263] [CE 3.453 (4.200)] [KD 2.602 (2.962)] 2024-10-17 17:43:23,645 - Train: 55.44% [693550/1251000] [554.4/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.001262] [CE 3.782 (4.097)] [KD 2.771 (2.956)] 2024-10-17 17:43:36,035 - Train: 55.44% [693600/1251000] [554.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001262] [CE 4.247 (4.156)] [KD 2.931 (2.956)] 2024-10-17 17:43:48,406 - Train: 55.45% [693650/1251000] [554.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.019] [optim_t 0.224] [lr 0.001262] [CE 4.139 (4.127)] [KD 3.025 (2.990)] 2024-10-17 17:44:00,926 - Train: 55.45% [693700/1251000] [554.5/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001262] [CE 4.412 (4.137)] [KD 3.163 (2.968)] 2024-10-17 17:44:13,385 - Train: 55.46% [693750/1251000] [554.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001262] [CE 4.193 (4.193)] [KD 2.733 (2.970)] 2024-10-17 17:44:25,783 - Train: 55.46% [693800/1251000] [554.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001262] [CE 4.150 (4.185)] [KD 3.122 (3.008)] 2024-10-17 17:44:38,492 - Train: 55.46% [693850/1251000] [554.6/1000.0] [batch_t 0.272 (0.254)] [data_t 0.047] [optim_t 0.224] [lr 0.001261] [CE 4.404 (4.166)] [KD 3.227 (2.984)] 2024-10-17 17:44:50,885 - Train: 55.47% [693900/1251000] [554.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001261] [CE 4.061 (4.137)] [KD 2.762 (3.006)] 2024-10-17 17:45:03,243 - Train: 55.47% [693950/1251000] [554.7/1000.0] [batch_t 0.385 (0.247)] [data_t 0.009] [optim_t 0.376] [lr 0.001261] [CE 4.454 (4.136)] [KD 3.142 (3.001)] 2024-10-17 17:45:15,388 - Train: 55.48% [694000/1251000] [554.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001261] [CE 4.165 (4.172)] [KD 3.134 (2.996)] 2024-10-17 17:45:27,434 - Train: 55.48% [694050/1251000] [554.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001261] [CE 4.283 (4.140)] [KD 3.356 (2.959)] 2024-10-17 17:45:39,360 - Train: 55.48% [694100/1251000] [554.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001260] [CE 3.774 (4.099)] [KD 2.796 (2.976)] 2024-10-17 17:45:51,254 - Train: 55.49% [694150/1251000] [554.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001260] [CE 4.043 (4.173)] [KD 2.952 (2.994)] 2024-10-17 17:46:04,004 - Train: 55.49% [694200/1251000] [554.9/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.232] [lr 0.001260] [CE 4.477 (4.125)] [KD 3.054 (2.964)] 2024-10-17 17:46:16,118 - Train: 55.50% [694250/1251000] [555.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001260] [CE 3.889 (4.187)] [KD 2.828 (3.044)] 2024-10-17 17:46:28,141 - Train: 55.50% [694300/1251000] [555.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001260] [CE 3.915 (4.139)] [KD 2.797 (3.007)] 2024-10-17 17:46:42,194 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.254)] [top1_cnt 38724] [top5_cnt 46942] [top_all 50000] 2024-10-17 17:46:42,195 - net: 77.448 (93.884) 2024-10-17 17:46:54,428 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40338] [top5_cnt 47630] [top_all 50000] 2024-10-17 17:46:54,429 - net_E: 80.676 (95.260) 2024-10-17 17:46:54,606 - Max [top1: 77.576 (epoch: 547)] [top1-ema: 80.676 (epoch: 555)] 2024-10-17 17:46:54,606 - ==> Total time: 2 days, 2:33:35 Eta: 1 day, 16:32:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:47:11,007 - Train: 55.50% [694350/1251000] [555.0/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.001260] [CE 4.055 (4.205)] [KD 2.865 (3.009)] 2024-10-17 17:47:23,318 - Train: 55.51% [694400/1251000] [555.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001259] [CE 4.269 (4.218)] [KD 2.886 (3.018)] 2024-10-17 17:47:35,297 - Train: 55.51% [694450/1251000] [555.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001259] [CE 3.647 (4.109)] [KD 2.778 (2.950)] 2024-10-17 17:47:47,237 - Train: 55.52% [694500/1251000] [555.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001259] [CE 4.142 (4.064)] [KD 2.848 (2.932)] 2024-10-17 17:47:59,098 - Train: 55.52% [694550/1251000] [555.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001259] [CE 4.544 (4.197)] [KD 3.119 (3.023)] 2024-10-17 17:48:10,888 - Train: 55.52% [694600/1251000] [555.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001259] [CE 4.316 (4.131)] [KD 3.229 (2.974)] 2024-10-17 17:48:23,041 - Train: 55.53% [694650/1251000] [555.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001258] [CE 4.234 (4.186)] [KD 3.056 (2.984)] 2024-10-17 17:48:35,463 - Train: 55.53% [694700/1251000] [555.3/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001258] [CE 3.904 (4.177)] [KD 2.710 (2.974)] 2024-10-17 17:48:47,351 - Train: 55.54% [694750/1251000] [555.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001258] [CE 4.043 (4.130)] [KD 3.062 (2.955)] 2024-10-17 17:48:59,521 - Train: 55.54% [694800/1251000] [555.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001258] [CE 3.997 (4.141)] [KD 2.778 (3.007)] 2024-10-17 17:49:11,634 - Train: 55.54% [694850/1251000] [555.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001258] [CE 4.601 (4.146)] [KD 3.095 (2.963)] 2024-10-17 17:49:23,840 - Train: 55.55% [694900/1251000] [555.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001258] [CE 4.156 (4.165)] [KD 3.121 (3.012)] 2024-10-17 17:49:35,760 - Train: 55.55% [694950/1251000] [555.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001257] [CE 4.167 (4.171)] [KD 2.819 (2.975)] 2024-10-17 17:49:47,769 - Train: 55.56% [695000/1251000] [555.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001257] [CE 4.689 (4.187)] [KD 3.113 (2.961)] 2024-10-17 17:49:59,951 - Train: 55.56% [695050/1251000] [555.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001257] [CE 3.787 (4.095)] [KD 2.862 (2.942)] 2024-10-17 17:50:11,932 - Train: 55.56% [695100/1251000] [555.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001257] [CE 4.403 (4.178)] [KD 3.139 (2.968)] 2024-10-17 17:50:23,749 - Train: 55.57% [695150/1251000] [555.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001257] [CE 4.411 (4.155)] [KD 3.057 (3.026)] 2024-10-17 17:50:35,784 - Train: 55.57% [695200/1251000] [555.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001256] [CE 4.118 (4.135)] [KD 2.931 (2.943)] 2024-10-17 17:50:47,892 - Train: 55.58% [695250/1251000] [555.8/1000.0] [batch_t 0.396 (0.242)] [data_t 0.009] [optim_t 0.387] [lr 0.001256] [CE 4.353 (4.119)] [KD 3.177 (2.983)] 2024-10-17 17:50:59,757 - Train: 55.58% [695300/1251000] [555.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001256] [CE 4.222 (4.145)] [KD 3.156 (3.011)] 2024-10-17 17:51:11,949 - Train: 55.58% [695350/1251000] [555.8/1000.0] [batch_t 0.360 (0.244)] [data_t 0.009] [optim_t 0.352] [lr 0.001256] [CE 4.448 (4.127)] [KD 3.344 (2.999)] 2024-10-17 17:51:23,977 - Train: 55.59% [695400/1251000] [555.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001256] [CE 4.119 (4.139)] [KD 2.974 (2.948)] 2024-10-17 17:51:36,071 - Train: 55.59% [695450/1251000] [555.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001255] [CE 4.182 (4.164)] [KD 2.970 (2.938)] 2024-10-17 17:51:47,868 - Train: 55.60% [695500/1251000] [556.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001255] [CE 4.502 (4.163)] [KD 3.296 (3.018)] 2024-10-17 17:52:00,081 - Train: 55.60% [695550/1251000] [556.0/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.001255] [CE 4.369 (4.157)] [KD 3.113 (3.002)] 2024-10-17 17:52:13,484 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 38848] [top5_cnt 47024] [top_all 50000] 2024-10-17 17:52:13,485 - net: 77.696 (94.048) 2024-10-17 17:52:25,827 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40341] [top5_cnt 47622] [top_all 50000] 2024-10-17 17:52:25,828 - net_E: 80.682 (95.244) 2024-10-17 17:52:25,960 - Max [top1: 77.696 (epoch: 556)] [top1-ema: 80.682 (epoch: 556)] 2024-10-17 17:52:25,960 - ==> Total time: 2 days, 2:39:06 Eta: 1 day, 16:26:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:52:43,531 - Train: 55.60% [695600/1251000] [556.0/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.001255] [CE 3.811 (4.093)] [KD 2.818 (2.930)] 2024-10-17 17:52:55,947 - Train: 55.61% [695650/1251000] [556.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001255] [CE 4.235 (4.145)] [KD 3.276 (3.017)] 2024-10-17 17:53:08,382 - Train: 55.61% [695700/1251000] [556.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001255] [CE 4.264 (4.131)] [KD 3.127 (2.941)] 2024-10-17 17:53:20,381 - Train: 55.62% [695750/1251000] [556.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001254] [CE 3.673 (4.090)] [KD 2.675 (2.945)] 2024-10-17 17:53:32,539 - Train: 55.62% [695800/1251000] [556.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001254] [CE 4.282 (4.130)] [KD 2.663 (2.903)] 2024-10-17 17:53:44,822 - Train: 55.62% [695850/1251000] [556.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001254] [CE 4.182 (4.179)] [KD 3.042 (2.979)] 2024-10-17 17:53:57,152 - Train: 55.63% [695900/1251000] [556.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001254] [CE 4.031 (4.153)] [KD 2.975 (2.955)] 2024-10-17 17:54:09,256 - Train: 55.63% [695950/1251000] [556.3/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001254] [CE 4.361 (4.159)] [KD 3.019 (2.973)] 2024-10-17 17:54:21,302 - Train: 55.64% [696000/1251000] [556.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001253] [CE 4.420 (4.152)] [KD 3.376 (2.988)] 2024-10-17 17:54:33,311 - Train: 55.64% [696050/1251000] [556.4/1000.0] [batch_t 0.243 (0.240)] [data_t 0.010] [optim_t 0.233] [lr 0.001253] [CE 4.690 (4.139)] [KD 3.178 (2.967)] 2024-10-17 17:54:45,618 - Train: 55.64% [696100/1251000] [556.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001253] [CE 4.335 (4.153)] [KD 3.088 (2.993)] 2024-10-17 17:54:57,630 - Train: 55.65% [696150/1251000] [556.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001253] [CE 3.820 (4.143)] [KD 2.963 (2.973)] 2024-10-17 17:55:09,669 - Train: 55.65% [696200/1251000] [556.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001253] [CE 3.827 (4.159)] [KD 2.983 (3.002)] 2024-10-17 17:55:22,051 - Train: 55.66% [696250/1251000] [556.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001253] [CE 4.307 (4.183)] [KD 3.062 (3.024)] 2024-10-17 17:55:34,119 - Train: 55.66% [696300/1251000] [556.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001252] [CE 3.925 (4.059)] [KD 3.133 (2.972)] 2024-10-17 17:55:46,267 - Train: 55.66% [696350/1251000] [556.6/1000.0] [batch_t 0.267 (0.243)] [data_t 0.009] [optim_t 0.258] [lr 0.001252] [CE 3.293 (4.091)] [KD 2.698 (2.975)] 2024-10-17 17:55:58,443 - Train: 55.67% [696400/1251000] [556.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001252] [CE 4.065 (4.071)] [KD 2.823 (2.941)] 2024-10-17 17:56:10,741 - Train: 55.67% [696450/1251000] [556.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001252] [CE 4.699 (4.096)] [KD 3.424 (2.963)] 2024-10-17 17:56:22,920 - Train: 55.68% [696500/1251000] [556.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001252] [CE 4.143 (4.114)] [KD 2.882 (2.957)] 2024-10-17 17:56:35,238 - Train: 55.68% [696550/1251000] [556.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001251] [CE 4.273 (4.196)] [KD 3.043 (2.975)] 2024-10-17 17:56:47,209 - Train: 55.68% [696600/1251000] [556.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001251] [CE 4.236 (4.096)] [KD 3.273 (2.958)] 2024-10-17 17:56:59,284 - Train: 55.69% [696650/1251000] [556.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001251] [CE 4.286 (4.164)] [KD 3.133 (2.977)] 2024-10-17 17:57:11,442 - Train: 55.69% [696700/1251000] [556.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001251] [CE 3.779 (4.167)] [KD 2.841 (2.989)] 2024-10-17 17:57:23,462 - Train: 55.70% [696750/1251000] [557.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001251] [CE 3.704 (4.115)] [KD 2.830 (2.954)] 2024-10-17 17:57:35,541 - Train: 55.70% [696800/1251000] [557.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001251] [CE 3.698 (4.112)] [KD 2.876 (2.958)] 2024-10-17 17:57:49,506 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 38750] [top5_cnt 46944] [top_all 50000] 2024-10-17 17:57:49,507 - net: 77.500 (93.888) 2024-10-17 17:58:02,139 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40343] [top5_cnt 47647] [top_all 50000] 2024-10-17 17:58:02,140 - net_E: 80.686 (95.294) 2024-10-17 17:58:02,308 - Max [top1: 77.696 (epoch: 556)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 17:58:02,308 - ==> Total time: 2 days, 2:44:42 Eta: 1 day, 16:21:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 17:58:21,083 - Train: 55.70% [696850/1251000] [557.0/1000.0] [batch_t 0.237 (0.261)] [data_t 0.009] [optim_t 0.228] [lr 0.001250] [CE 3.667 (4.152)] [KD 2.886 (2.968)] 2024-10-17 17:58:33,606 - Train: 55.71% [696900/1251000] [557.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001250] [CE 3.653 (4.130)] [KD 2.607 (2.960)] 2024-10-17 17:58:45,776 - Train: 55.71% [696950/1251000] [557.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001250] [CE 4.233 (4.168)] [KD 2.956 (2.999)] 2024-10-17 17:58:57,935 - Train: 55.72% [697000/1251000] [557.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001250] [CE 4.353 (4.173)] [KD 2.958 (3.002)] 2024-10-17 17:59:09,824 - Train: 55.72% [697050/1251000] [557.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001250] [CE 3.882 (4.056)] [KD 2.986 (2.930)] 2024-10-17 17:59:21,530 - Train: 55.72% [697100/1251000] [557.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001249] [CE 4.205 (4.188)] [KD 3.054 (3.009)] 2024-10-17 17:59:33,534 - Train: 55.73% [697150/1251000] [557.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001249] [CE 4.081 (4.130)] [KD 2.981 (2.976)] 2024-10-17 17:59:45,511 - Train: 55.73% [697200/1251000] [557.3/1000.0] [batch_t 0.371 (0.239)] [data_t 0.009] [optim_t 0.362] [lr 0.001249] [CE 3.442 (4.107)] [KD 2.449 (2.935)] 2024-10-17 17:59:57,669 - Train: 55.74% [697250/1251000] [557.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001249] [CE 4.000 (4.102)] [KD 2.789 (2.927)] 2024-10-17 18:00:09,908 - Train: 55.74% [697300/1251000] [557.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001249] [CE 4.151 (4.099)] [KD 2.888 (2.954)] 2024-10-17 18:00:22,129 - Train: 55.74% [697350/1251000] [557.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001249] [CE 3.933 (4.143)] [KD 2.733 (2.977)] 2024-10-17 18:00:34,100 - Train: 55.75% [697400/1251000] [557.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001248] [CE 4.186 (4.167)] [KD 3.204 (2.974)] 2024-10-17 18:00:46,355 - Train: 55.75% [697450/1251000] [557.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001248] [CE 4.229 (4.178)] [KD 2.913 (2.977)] 2024-10-17 18:00:58,539 - Train: 55.76% [697500/1251000] [557.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.001248] [CE 4.420 (4.187)] [KD 3.125 (2.999)] 2024-10-17 18:01:10,785 - Train: 55.76% [697550/1251000] [557.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001248] [CE 4.049 (4.211)] [KD 2.997 (3.000)] 2024-10-17 18:01:23,043 - Train: 55.76% [697600/1251000] [557.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001248] [CE 3.470 (4.163)] [KD 2.730 (2.945)] 2024-10-17 18:01:35,071 - Train: 55.77% [697650/1251000] [557.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001247] [CE 4.112 (4.132)] [KD 3.097 (3.023)] 2024-10-17 18:01:47,028 - Train: 55.77% [697700/1251000] [557.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001247] [CE 4.726 (4.184)] [KD 3.249 (2.984)] 2024-10-17 18:01:59,101 - Train: 55.78% [697750/1251000] [557.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001247] [CE 4.183 (4.208)] [KD 2.982 (3.035)] 2024-10-17 18:02:11,266 - Train: 55.78% [697800/1251000] [557.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001247] [CE 3.803 (4.098)] [KD 2.747 (2.959)] 2024-10-17 18:02:23,566 - Train: 55.78% [697850/1251000] [557.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001247] [CE 4.442 (4.151)] [KD 3.279 (2.983)] 2024-10-17 18:02:35,583 - Train: 55.79% [697900/1251000] [557.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001246] [CE 4.436 (4.102)] [KD 3.259 (2.986)] 2024-10-17 18:02:47,758 - Train: 55.79% [697950/1251000] [557.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001246] [CE 3.955 (4.126)] [KD 2.798 (2.985)] 2024-10-17 18:02:59,837 - Train: 55.80% [698000/1251000] [558.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001246] [CE 4.284 (4.149)] [KD 3.113 (3.013)] 2024-10-17 18:03:11,912 - Train: 55.80% [698050/1251000] [558.0/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001246] [CE 4.170 (4.147)] [KD 3.069 (2.978)] 2024-10-17 18:03:26,278 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 38620] [top5_cnt 46847] [top_all 50000] 2024-10-17 18:03:26,279 - net: 77.240 (93.694) 2024-10-17 18:03:38,623 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40327] [top5_cnt 47649] [top_all 50000] 2024-10-17 18:03:38,624 - net_E: 80.654 (95.298) 2024-10-17 18:03:38,785 - Max [top1: 77.696 (epoch: 556)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:03:38,786 - ==> Total time: 2 days, 2:50:19 Eta: 1 day, 16:16:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:03:52,979 - Train: 55.80% [698100/1251000] [558.0/1000.0] [batch_t 0.234 (0.306)] [data_t 0.009] [optim_t 0.225] [lr 0.001246] [CE 4.487 (4.192)] [KD 3.299 (3.003)] 2024-10-17 18:04:05,178 - Train: 55.81% [698150/1251000] [558.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001246] [CE 3.739 (4.147)] [KD 2.783 (2.975)] 2024-10-17 18:04:17,493 - Train: 55.81% [698200/1251000] [558.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001245] [CE 4.090 (4.107)] [KD 2.940 (2.960)] 2024-10-17 18:04:29,482 - Train: 55.82% [698250/1251000] [558.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001245] [CE 3.832 (4.128)] [KD 2.786 (2.926)] 2024-10-17 18:04:41,240 - Train: 55.82% [698300/1251000] [558.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001245] [CE 4.243 (4.118)] [KD 3.095 (2.926)] 2024-10-17 18:04:53,565 - Train: 55.82% [698350/1251000] [558.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001245] [CE 4.267 (4.101)] [KD 2.902 (2.940)] 2024-10-17 18:05:05,658 - Train: 55.83% [698400/1251000] [558.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001245] [CE 4.424 (4.128)] [KD 2.956 (2.938)] 2024-10-17 18:05:17,781 - Train: 55.83% [698450/1251000] [558.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.001244] [CE 4.273 (4.210)] [KD 3.103 (3.001)] 2024-10-17 18:05:29,976 - Train: 55.84% [698500/1251000] [558.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001244] [CE 4.314 (4.056)] [KD 2.793 (2.972)] 2024-10-17 18:05:42,525 - Train: 55.84% [698550/1251000] [558.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001244] [CE 4.542 (4.116)] [KD 3.129 (2.972)] 2024-10-17 18:05:54,905 - Train: 55.84% [698600/1251000] [558.4/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001244] [CE 4.241 (4.191)] [KD 3.113 (3.007)] 2024-10-17 18:06:07,209 - Train: 55.85% [698650/1251000] [558.5/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001244] [CE 3.921 (4.101)] [KD 2.834 (2.928)] 2024-10-17 18:06:19,171 - Train: 55.85% [698700/1251000] [558.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001244] [CE 4.156 (4.106)] [KD 3.079 (2.919)] 2024-10-17 18:06:31,499 - Train: 55.86% [698750/1251000] [558.6/1000.0] [batch_t 0.387 (0.246)] [data_t 0.009] [optim_t 0.378] [lr 0.001243] [CE 4.653 (4.133)] [KD 3.271 (2.994)] 2024-10-17 18:06:43,757 - Train: 55.86% [698800/1251000] [558.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001243] [CE 4.346 (4.164)] [KD 3.223 (2.992)] 2024-10-17 18:06:55,904 - Train: 55.86% [698850/1251000] [558.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001243] [CE 4.173 (4.135)] [KD 3.067 (3.019)] 2024-10-17 18:07:07,916 - Train: 55.87% [698900/1251000] [558.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001243] [CE 3.819 (4.205)] [KD 2.793 (3.026)] 2024-10-17 18:07:19,949 - Train: 55.87% [698950/1251000] [558.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001243] [CE 4.112 (4.141)] [KD 3.042 (2.947)] 2024-10-17 18:07:32,213 - Train: 55.88% [699000/1251000] [558.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001242] [CE 3.764 (4.016)] [KD 2.894 (2.888)] 2024-10-17 18:07:44,205 - Train: 55.88% [699050/1251000] [558.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001242] [CE 4.201 (4.097)] [KD 2.949 (2.957)] 2024-10-17 18:07:56,103 - Train: 55.88% [699100/1251000] [558.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001242] [CE 3.817 (4.192)] [KD 2.760 (3.013)] 2024-10-17 18:08:08,316 - Train: 55.89% [699150/1251000] [558.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001242] [CE 4.143 (4.161)] [KD 3.177 (2.989)] 2024-10-17 18:08:21,016 - Train: 55.89% [699200/1251000] [558.9/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.001242] [CE 3.859 (4.197)] [KD 2.736 (2.996)] 2024-10-17 18:08:33,353 - Train: 55.90% [699250/1251000] [559.0/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001242] [CE 3.890 (4.131)] [KD 2.839 (2.945)] 2024-10-17 18:08:45,287 - Train: 55.90% [699300/1251000] [559.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001241] [CE 3.959 (4.129)] [KD 3.058 (2.968)] 2024-10-17 18:08:59,442 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.236)] [top1_cnt 38946] [top5_cnt 46957] [top_all 50000] 2024-10-17 18:08:59,443 - net: 77.892 (93.914) 2024-10-17 18:09:12,071 - Test (net_E): 100.00% [50/50] [batch_t 0.075 (0.244)] [top1_cnt 40319] [top5_cnt 47638] [top_all 50000] 2024-10-17 18:09:12,072 - net_E: 80.638 (95.276) 2024-10-17 18:09:12,228 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:09:12,228 - ==> Total time: 2 days, 2:55:52 Eta: 1 day, 16:10:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:09:27,619 - Train: 55.90% [699350/1251000] [559.0/1000.0] [batch_t 0.242 (0.264)] [data_t 0.009] [optim_t 0.233] [lr 0.001241] [CE 4.636 (4.206)] [KD 3.317 (2.996)] 2024-10-17 18:09:40,296 - Train: 55.91% [699400/1251000] [559.1/1000.0] [batch_t 0.482 (0.253)] [data_t 0.009] [optim_t 0.473] [lr 0.001241] [CE 3.890 (4.093)] [KD 2.768 (2.937)] 2024-10-17 18:09:52,441 - Train: 55.91% [699450/1251000] [559.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001241] [CE 4.303 (4.163)] [KD 3.091 (2.936)] 2024-10-17 18:10:04,533 - Train: 55.92% [699500/1251000] [559.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001241] [CE 3.819 (4.164)] [KD 2.839 (2.971)] 2024-10-17 18:10:16,508 - Train: 55.92% [699550/1251000] [559.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001240] [CE 3.967 (4.130)] [KD 2.933 (2.944)] 2024-10-17 18:10:28,744 - Train: 55.92% [699600/1251000] [559.2/1000.0] [batch_t 0.243 (0.245)] [data_t 0.020] [optim_t 0.223] [lr 0.001240] [CE 3.993 (4.130)] [KD 2.885 (2.929)] 2024-10-17 18:10:41,274 - Train: 55.93% [699650/1251000] [559.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001240] [CE 4.095 (4.111)] [KD 2.852 (2.951)] 2024-10-17 18:10:53,569 - Train: 55.93% [699700/1251000] [559.3/1000.0] [batch_t 0.250 (0.246)] [data_t 0.021] [optim_t 0.230] [lr 0.001240] [CE 4.084 (4.184)] [KD 3.021 (3.004)] 2024-10-17 18:11:06,032 - Train: 55.94% [699750/1251000] [559.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001240] [CE 3.867 (4.207)] [KD 2.768 (2.925)] 2024-10-17 18:11:18,100 - Train: 55.94% [699800/1251000] [559.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001240] [CE 4.311 (4.138)] [KD 3.075 (2.955)] 2024-10-17 18:11:30,303 - Train: 55.94% [699850/1251000] [559.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001239] [CE 4.324 (4.056)] [KD 3.097 (2.925)] 2024-10-17 18:11:42,651 - Train: 55.95% [699900/1251000] [559.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001239] [CE 3.850 (4.116)] [KD 2.674 (2.970)] 2024-10-17 18:11:54,826 - Train: 55.95% [699950/1251000] [559.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001239] [CE 4.459 (4.192)] [KD 3.046 (3.011)] 2024-10-17 18:12:07,130 - Train: 55.96% [700000/1251000] [559.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001239] [CE 3.965 (4.143)] [KD 2.831 (2.992)] 2024-10-17 18:12:19,461 - Train: 55.96% [700050/1251000] [559.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001239] [CE 4.377 (4.149)] [KD 3.175 (2.971)] 2024-10-17 18:12:31,500 - Train: 55.96% [700100/1251000] [559.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001238] [CE 4.595 (4.126)] [KD 3.249 (2.994)] 2024-10-17 18:12:43,524 - Train: 55.97% [700150/1251000] [559.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001238] [CE 4.429 (4.112)] [KD 3.170 (2.974)] 2024-10-17 18:12:55,606 - Train: 55.97% [700200/1251000] [559.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001238] [CE 4.394 (4.158)] [KD 3.221 (3.011)] 2024-10-17 18:13:07,659 - Train: 55.98% [700250/1251000] [559.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001238] [CE 3.807 (4.109)] [KD 2.782 (2.985)] 2024-10-17 18:13:20,090 - Train: 55.98% [700300/1251000] [559.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001238] [CE 4.236 (4.121)] [KD 3.019 (2.980)] 2024-10-17 18:13:32,497 - Train: 55.98% [700350/1251000] [559.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001238] [CE 4.264 (4.249)] [KD 2.971 (3.075)] 2024-10-17 18:13:44,680 - Train: 55.99% [700400/1251000] [559.9/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001237] [CE 4.427 (4.157)] [KD 3.096 (2.978)] 2024-10-17 18:13:56,758 - Train: 55.99% [700450/1251000] [559.9/1000.0] [batch_t 0.260 (0.241)] [data_t 0.009] [optim_t 0.251] [lr 0.001237] [CE 4.424 (4.193)] [KD 3.078 (2.967)] 2024-10-17 18:14:09,305 - Train: 56.00% [700500/1251000] [560.0/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001237] [CE 4.252 (4.097)] [KD 3.037 (2.954)] 2024-10-17 18:14:21,404 - Train: 56.00% [700550/1251000] [560.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001237] [CE 3.876 (4.108)] [KD 2.849 (2.947)] 2024-10-17 18:14:36,259 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38796] [top5_cnt 47062] [top_all 50000] 2024-10-17 18:14:36,259 - net: 77.592 (94.124) 2024-10-17 18:14:48,668 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40314] [top5_cnt 47639] [top_all 50000] 2024-10-17 18:14:48,668 - net_E: 80.628 (95.278) 2024-10-17 18:14:48,818 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:14:48,819 - ==> Total time: 2 days, 3:01:29 Eta: 1 day, 16:05:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:15:02,244 - Train: 56.00% [700600/1251000] [560.0/1000.0] [batch_t 0.232 (0.298)] [data_t 0.009] [optim_t 0.223] [lr 0.001237] [CE 3.960 (4.145)] [KD 2.818 (2.921)] 2024-10-17 18:15:14,638 - Train: 56.01% [700650/1251000] [560.1/1000.0] [batch_t 0.426 (0.248)] [data_t 0.009] [optim_t 0.417] [lr 0.001236] [CE 3.853 (4.175)] [KD 2.802 (2.962)] 2024-10-17 18:15:26,846 - Train: 56.01% [700700/1251000] [560.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001236] [CE 4.542 (4.225)] [KD 3.205 (2.981)] 2024-10-17 18:15:39,079 - Train: 56.02% [700750/1251000] [560.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001236] [CE 3.854 (4.152)] [KD 2.839 (2.971)] 2024-10-17 18:15:50,829 - Train: 56.02% [700800/1251000] [560.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001236] [CE 4.257 (4.122)] [KD 3.068 (2.930)] 2024-10-17 18:16:02,858 - Train: 56.02% [700850/1251000] [560.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001236] [CE 4.092 (4.178)] [KD 2.796 (2.966)] 2024-10-17 18:16:14,845 - Train: 56.03% [700900/1251000] [560.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001235] [CE 3.913 (4.105)] [KD 2.810 (2.942)] 2024-10-17 18:16:26,630 - Train: 56.03% [700950/1251000] [560.3/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.001235] [CE 3.925 (4.130)] [KD 2.813 (2.965)] 2024-10-17 18:16:38,715 - Train: 56.04% [701000/1251000] [560.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001235] [CE 4.023 (4.127)] [KD 2.773 (2.946)] 2024-10-17 18:16:50,881 - Train: 56.04% [701050/1251000] [560.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001235] [CE 3.915 (4.096)] [KD 2.832 (2.906)] 2024-10-17 18:17:03,052 - Train: 56.04% [701100/1251000] [560.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001235] [CE 4.005 (4.135)] [KD 2.941 (2.977)] 2024-10-17 18:17:14,886 - Train: 56.05% [701150/1251000] [560.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001235] [CE 3.803 (4.161)] [KD 2.917 (2.954)] 2024-10-17 18:17:26,872 - Train: 56.05% [701200/1251000] [560.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001234] [CE 3.928 (4.138)] [KD 2.915 (2.989)] 2024-10-17 18:17:38,985 - Train: 56.06% [701250/1251000] [560.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001234] [CE 4.396 (4.113)] [KD 2.978 (2.955)] 2024-10-17 18:17:50,933 - Train: 56.06% [701300/1251000] [560.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001234] [CE 4.653 (4.180)] [KD 3.149 (3.002)] 2024-10-17 18:18:03,143 - Train: 56.06% [701350/1251000] [560.6/1000.0] [batch_t 0.337 (0.244)] [data_t 0.009] [optim_t 0.328] [lr 0.001234] [CE 3.763 (4.094)] [KD 2.742 (2.990)] 2024-10-17 18:18:15,338 - Train: 56.07% [701400/1251000] [560.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001234] [CE 4.130 (4.140)] [KD 3.118 (3.005)] 2024-10-17 18:18:27,203 - Train: 56.07% [701450/1251000] [560.7/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.001233] [CE 3.827 (4.069)] [KD 2.858 (2.927)] 2024-10-17 18:18:39,163 - Train: 56.08% [701500/1251000] [560.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001233] [CE 4.265 (4.202)] [KD 2.990 (2.990)] 2024-10-17 18:18:51,045 - Train: 56.08% [701550/1251000] [560.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001233] [CE 3.528 (4.097)] [KD 2.710 (2.941)] 2024-10-17 18:19:02,952 - Train: 56.08% [701600/1251000] [560.8/1000.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.001233] [CE 4.242 (4.196)] [KD 2.939 (2.986)] 2024-10-17 18:19:15,226 - Train: 56.09% [701650/1251000] [560.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001233] [CE 3.820 (4.150)] [KD 2.874 (3.034)] 2024-10-17 18:19:27,356 - Train: 56.09% [701700/1251000] [560.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001233] [CE 3.464 (4.154)] [KD 2.732 (2.991)] 2024-10-17 18:19:39,459 - Train: 56.10% [701750/1251000] [561.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001232] [CE 3.767 (4.099)] [KD 2.716 (2.942)] 2024-10-17 18:19:51,426 - Train: 56.10% [701800/1251000] [561.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001232] [CE 4.500 (4.224)] [KD 3.122 (3.010)] 2024-10-17 18:20:06,051 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38674] [top5_cnt 46899] [top_all 50000] 2024-10-17 18:20:06,051 - net: 77.348 (93.798) 2024-10-17 18:20:18,552 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40315] [top5_cnt 47636] [top_all 50000] 2024-10-17 18:20:18,553 - net_E: 80.630 (95.272) 2024-10-17 18:20:18,710 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:20:18,710 - ==> Total time: 2 days, 3:06:59 Eta: 1 day, 16:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:20:32,408 - Train: 56.10% [701850/1251000] [561.0/1000.0] [batch_t 0.235 (0.305)] [data_t 0.009] [optim_t 0.226] [lr 0.001232] [CE 3.838 (4.125)] [KD 2.645 (2.922)] 2024-10-17 18:20:44,353 - Train: 56.11% [701900/1251000] [561.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001232] [CE 4.203 (4.101)] [KD 2.798 (2.934)] 2024-10-17 18:20:56,657 - Train: 56.11% [701950/1251000] [561.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001232] [CE 4.433 (4.186)] [KD 2.998 (2.950)] 2024-10-17 18:21:08,562 - Train: 56.12% [702000/1251000] [561.2/1000.0] [batch_t 0.415 (0.238)] [data_t 0.009] [optim_t 0.406] [lr 0.001231] [CE 3.933 (4.127)] [KD 2.930 (2.936)] 2024-10-17 18:21:20,733 - Train: 56.12% [702050/1251000] [561.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001231] [CE 3.666 (4.087)] [KD 2.756 (2.943)] 2024-10-17 18:21:33,039 - Train: 56.12% [702100/1251000] [561.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001231] [CE 4.235 (4.121)] [KD 2.891 (2.952)] 2024-10-17 18:21:45,328 - Train: 56.13% [702150/1251000] [561.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001231] [CE 4.517 (4.060)] [KD 3.134 (2.902)] 2024-10-17 18:21:57,126 - Train: 56.13% [702200/1251000] [561.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001231] [CE 4.077 (4.179)] [KD 2.864 (3.007)] 2024-10-17 18:22:09,308 - Train: 56.14% [702250/1251000] [561.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001231] [CE 3.776 (4.088)] [KD 2.770 (2.930)] 2024-10-17 18:22:21,071 - Train: 56.14% [702300/1251000] [561.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001230] [CE 3.984 (4.166)] [KD 2.955 (2.972)] 2024-10-17 18:22:33,393 - Train: 56.14% [702350/1251000] [561.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001230] [CE 4.462 (4.144)] [KD 3.158 (2.983)] 2024-10-17 18:22:45,134 - Train: 56.15% [702400/1251000] [561.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001230] [CE 3.998 (4.136)] [KD 2.963 (2.978)] 2024-10-17 18:22:57,037 - Train: 56.15% [702450/1251000] [561.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001230] [CE 4.736 (4.126)] [KD 3.056 (2.954)] 2024-10-17 18:23:08,944 - Train: 56.16% [702500/1251000] [561.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001230] [CE 4.448 (4.142)] [KD 3.251 (3.007)] 2024-10-17 18:23:21,155 - Train: 56.16% [702550/1251000] [561.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001229] [CE 3.834 (4.082)] [KD 2.794 (2.940)] 2024-10-17 18:23:33,364 - Train: 56.16% [702600/1251000] [561.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001229] [CE 4.082 (4.207)] [KD 2.836 (2.976)] 2024-10-17 18:23:45,346 - Train: 56.17% [702650/1251000] [561.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001229] [CE 4.020 (4.111)] [KD 3.022 (2.929)] 2024-10-17 18:23:57,155 - Train: 56.17% [702700/1251000] [561.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001229] [CE 4.005 (4.124)] [KD 2.969 (2.984)] 2024-10-17 18:24:09,239 - Train: 56.18% [702750/1251000] [561.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001229] [CE 3.947 (4.152)] [KD 2.700 (2.962)] 2024-10-17 18:24:21,104 - Train: 56.18% [702800/1251000] [561.8/1000.0] [batch_t 0.366 (0.237)] [data_t 0.009] [optim_t 0.358] [lr 0.001229] [CE 4.029 (4.170)] [KD 2.669 (2.987)] 2024-10-17 18:24:33,077 - Train: 56.18% [702850/1251000] [561.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001228] [CE 3.908 (4.162)] [KD 2.588 (2.962)] 2024-10-17 18:24:45,571 - Train: 56.19% [702900/1251000] [561.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001228] [CE 4.153 (4.176)] [KD 2.891 (2.964)] 2024-10-17 18:24:57,830 - Train: 56.19% [702950/1251000] [561.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001228] [CE 4.159 (4.165)] [KD 3.051 (2.963)] 2024-10-17 18:25:09,792 - Train: 56.20% [703000/1251000] [562.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001228] [CE 3.983 (4.131)] [KD 2.946 (2.984)] 2024-10-17 18:25:21,838 - Train: 56.20% [703050/1251000] [562.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001228] [CE 4.252 (4.152)] [KD 2.983 (2.943)] 2024-10-17 18:25:37,636 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.255)] [top1_cnt 38636] [top5_cnt 46938] [top_all 50000] 2024-10-17 18:25:37,637 - net: 77.272 (93.876) 2024-10-17 18:25:50,239 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40329] [top5_cnt 47667] [top_all 50000] 2024-10-17 18:25:50,239 - net_E: 80.658 (95.334) 2024-10-17 18:25:50,403 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:25:50,403 - ==> Total time: 2 days, 3:12:31 Eta: 1 day, 15:54:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:26:03,717 - Train: 56.20% [703100/1251000] [562.0/1000.0] [batch_t 0.235 (0.306)] [data_t 0.009] [optim_t 0.226] [lr 0.001227] [CE 4.788 (4.133)] [KD 3.318 (2.950)] 2024-10-17 18:26:16,551 - Train: 56.21% [703150/1251000] [562.1/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.001227] [CE 4.204 (4.112)] [KD 3.002 (2.933)] 2024-10-17 18:26:28,694 - Train: 56.21% [703200/1251000] [562.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001227] [CE 3.640 (4.116)] [KD 2.774 (2.950)] 2024-10-17 18:26:40,576 - Train: 56.22% [703250/1251000] [562.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001227] [CE 4.705 (4.171)] [KD 3.128 (2.960)] 2024-10-17 18:26:52,768 - Train: 56.22% [703300/1251000] [562.2/1000.0] [batch_t 0.466 (0.244)] [data_t 0.009] [optim_t 0.457] [lr 0.001227] [CE 4.001 (4.156)] [KD 2.820 (2.995)] 2024-10-17 18:27:04,750 - Train: 56.22% [703350/1251000] [562.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001227] [CE 4.374 (4.135)] [KD 2.945 (2.938)] 2024-10-17 18:27:16,780 - Train: 56.23% [703400/1251000] [562.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001226] [CE 3.848 (4.092)] [KD 3.017 (2.931)] 2024-10-17 18:27:29,007 - Train: 56.23% [703450/1251000] [562.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001226] [CE 4.610 (4.146)] [KD 3.219 (2.961)] 2024-10-17 18:27:41,264 - Train: 56.24% [703500/1251000] [562.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001226] [CE 4.295 (4.082)] [KD 2.985 (2.889)] 2024-10-17 18:27:53,468 - Train: 56.24% [703550/1251000] [562.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001226] [CE 3.645 (4.101)] [KD 2.833 (2.893)] 2024-10-17 18:28:05,693 - Train: 56.24% [703600/1251000] [562.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001226] [CE 4.145 (4.183)] [KD 2.892 (2.999)] 2024-10-17 18:28:17,601 - Train: 56.25% [703650/1251000] [562.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001225] [CE 4.533 (4.156)] [KD 3.131 (2.996)] 2024-10-17 18:28:29,449 - Train: 56.25% [703700/1251000] [562.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001225] [CE 4.109 (4.126)] [KD 2.966 (2.988)] 2024-10-17 18:28:41,830 - Train: 56.25% [703750/1251000] [562.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001225] [CE 3.930 (4.176)] [KD 2.668 (2.957)] 2024-10-17 18:28:54,121 - Train: 56.26% [703800/1251000] [562.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001225] [CE 4.471 (4.101)] [KD 3.074 (2.978)] 2024-10-17 18:29:06,151 - Train: 56.26% [703850/1251000] [562.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001225] [CE 4.043 (4.162)] [KD 2.702 (3.007)] 2024-10-17 18:29:18,111 - Train: 56.27% [703900/1251000] [562.7/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001225] [CE 4.424 (4.160)] [KD 3.035 (2.967)] 2024-10-17 18:29:30,503 - Train: 56.27% [703950/1251000] [562.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001224] [CE 3.532 (4.113)] [KD 2.753 (2.911)] 2024-10-17 18:29:42,497 - Train: 56.27% [704000/1251000] [562.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001224] [CE 4.262 (4.222)] [KD 2.890 (3.016)] 2024-10-17 18:29:54,366 - Train: 56.28% [704050/1251000] [562.8/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001224] [CE 4.661 (4.142)] [KD 3.193 (2.983)] 2024-10-17 18:30:06,490 - Train: 56.28% [704100/1251000] [562.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001224] [CE 4.403 (4.125)] [KD 2.936 (2.952)] 2024-10-17 18:30:19,005 - Train: 56.29% [704150/1251000] [562.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001224] [CE 4.219 (4.161)] [KD 3.027 (2.986)] 2024-10-17 18:30:31,036 - Train: 56.29% [704200/1251000] [562.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001223] [CE 4.148 (4.108)] [KD 3.033 (2.941)] 2024-10-17 18:30:43,217 - Train: 56.29% [704250/1251000] [562.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001223] [CE 4.375 (4.149)] [KD 2.931 (2.958)] 2024-10-17 18:30:55,169 - Train: 56.30% [704300/1251000] [563.0/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001223] [CE 4.130 (4.138)] [KD 2.878 (2.954)] 2024-10-17 18:31:11,025 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 38924] [top5_cnt 47070] [top_all 50000] 2024-10-17 18:31:11,025 - net: 77.848 (94.140) 2024-10-17 18:31:23,454 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40317] [top5_cnt 47667] [top_all 50000] 2024-10-17 18:31:23,454 - net_E: 80.634 (95.334) 2024-10-17 18:31:23,610 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:31:23,611 - ==> Total time: 2 days, 3:18:04 Eta: 1 day, 15:49:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:31:36,320 - Train: 56.30% [704350/1251000] [563.0/1000.0] [batch_t 0.234 (0.307)] [data_t 0.009] [optim_t 0.225] [lr 0.001223] [CE 4.154 (4.172)] [KD 2.769 (2.921)] 2024-10-17 18:31:48,986 - Train: 56.31% [704400/1251000] [563.1/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001223] [CE 4.514 (4.161)] [KD 3.203 (2.964)] 2024-10-17 18:32:01,173 - Train: 56.31% [704450/1251000] [563.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.001223] [CE 4.411 (4.070)] [KD 3.059 (2.877)] 2024-10-17 18:32:13,017 - Train: 56.31% [704500/1251000] [563.1/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001222] [CE 4.110 (4.137)] [KD 2.796 (2.907)] 2024-10-17 18:32:25,045 - Train: 56.32% [704550/1251000] [563.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001222] [CE 4.421 (4.063)] [KD 3.133 (2.919)] 2024-10-17 18:32:37,047 - Train: 56.32% [704600/1251000] [563.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001222] [CE 3.675 (4.169)] [KD 2.698 (2.972)] 2024-10-17 18:32:48,809 - Train: 56.33% [704650/1251000] [563.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001222] [CE 3.783 (4.148)] [KD 2.510 (2.953)] 2024-10-17 18:33:00,787 - Train: 56.33% [704700/1251000] [563.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001222] [CE 4.524 (4.169)] [KD 3.045 (2.936)] 2024-10-17 18:33:12,985 - Train: 56.33% [704750/1251000] [563.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001221] [CE 3.768 (4.110)] [KD 2.619 (2.939)] 2024-10-17 18:33:25,681 - Train: 56.34% [704800/1251000] [563.4/1000.0] [batch_t 0.369 (0.254)] [data_t 0.009] [optim_t 0.360] [lr 0.001221] [CE 4.085 (4.185)] [KD 2.741 (2.941)] 2024-10-17 18:33:37,571 - Train: 56.34% [704850/1251000] [563.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001221] [CE 3.987 (4.119)] [KD 2.796 (2.951)] 2024-10-17 18:33:49,800 - Train: 56.35% [704900/1251000] [563.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001221] [CE 4.453 (4.189)] [KD 3.162 (2.967)] 2024-10-17 18:34:01,762 - Train: 56.35% [704950/1251000] [563.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001221] [CE 3.889 (4.085)] [KD 2.987 (2.918)] 2024-10-17 18:34:14,163 - Train: 56.35% [705000/1251000] [563.5/1000.0] [batch_t 0.371 (0.248)] [data_t 0.009] [optim_t 0.363] [lr 0.001220] [CE 4.286 (4.109)] [KD 3.051 (2.964)] 2024-10-17 18:34:26,400 - Train: 56.36% [705050/1251000] [563.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001220] [CE 3.637 (4.095)] [KD 2.588 (2.923)] 2024-10-17 18:34:38,777 - Train: 56.36% [705100/1251000] [563.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001220] [CE 4.054 (4.127)] [KD 3.046 (2.958)] 2024-10-17 18:34:50,870 - Train: 56.37% [705150/1251000] [563.7/1000.0] [batch_t 0.269 (0.242)] [data_t 0.009] [optim_t 0.260] [lr 0.001220] [CE 4.155 (4.061)] [KD 2.923 (2.950)] 2024-10-17 18:35:03,266 - Train: 56.37% [705200/1251000] [563.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001220] [CE 3.645 (4.140)] [KD 2.672 (2.978)] 2024-10-17 18:35:15,401 - Train: 56.37% [705250/1251000] [563.7/1000.0] [batch_t 0.264 (0.243)] [data_t 0.040] [optim_t 0.224] [lr 0.001220] [CE 4.518 (4.115)] [KD 3.153 (2.949)] 2024-10-17 18:35:27,540 - Train: 56.38% [705300/1251000] [563.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.017] [optim_t 0.223] [lr 0.001219] [CE 4.193 (4.147)] [KD 2.943 (2.964)] 2024-10-17 18:35:39,877 - Train: 56.38% [705350/1251000] [563.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001219] [CE 3.745 (4.103)] [KD 2.596 (2.945)] 2024-10-17 18:35:51,849 - Train: 56.39% [705400/1251000] [563.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001219] [CE 4.415 (4.162)] [KD 3.294 (2.974)] 2024-10-17 18:36:04,297 - Train: 56.39% [705450/1251000] [563.9/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001219] [CE 4.167 (4.171)] [KD 3.026 (2.977)] 2024-10-17 18:36:16,515 - Train: 56.39% [705500/1251000] [563.9/1000.0] [batch_t 0.270 (0.244)] [data_t 0.046] [optim_t 0.224] [lr 0.001219] [CE 4.423 (4.138)] [KD 3.005 (2.955)] 2024-10-17 18:36:28,829 - Train: 56.40% [705550/1251000] [564.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001218] [CE 4.476 (4.143)] [KD 3.345 (2.987)] 2024-10-17 18:36:44,338 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38694] [top5_cnt 46994] [top_all 50000] 2024-10-17 18:36:44,338 - net: 77.388 (93.988) 2024-10-17 18:36:56,948 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40326] [top5_cnt 47654] [top_all 50000] 2024-10-17 18:36:56,948 - net_E: 80.652 (95.308) 2024-10-17 18:36:57,110 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:36:57,110 - ==> Total time: 2 days, 3:23:37 Eta: 1 day, 15:43:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:37:09,534 - Train: 56.40% [705600/1251000] [564.0/1000.0] [batch_t 0.232 (0.309)] [data_t 0.009] [optim_t 0.223] [lr 0.001218] [CE 4.259 (4.124)] [KD 2.893 (2.941)] 2024-10-17 18:37:22,035 - Train: 56.41% [705650/1251000] [564.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001218] [CE 4.574 (4.141)] [KD 3.029 (2.959)] 2024-10-17 18:37:34,254 - Train: 56.41% [705700/1251000] [564.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001218] [CE 3.941 (4.085)] [KD 2.855 (2.889)] 2024-10-17 18:37:46,292 - Train: 56.41% [705750/1251000] [564.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001218] [CE 3.885 (4.133)] [KD 2.845 (2.939)] 2024-10-17 18:37:58,065 - Train: 56.42% [705800/1251000] [564.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001218] [CE 4.070 (4.094)] [KD 2.985 (2.963)] 2024-10-17 18:38:10,441 - Train: 56.42% [705850/1251000] [564.2/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001217] [CE 3.803 (4.147)] [KD 2.820 (2.956)] 2024-10-17 18:38:22,617 - Train: 56.43% [705900/1251000] [564.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001217] [CE 4.237 (4.124)] [KD 2.988 (2.979)] 2024-10-17 18:38:34,767 - Train: 56.43% [705950/1251000] [564.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001217] [CE 4.296 (4.106)] [KD 3.037 (2.933)] 2024-10-17 18:38:46,994 - Train: 56.43% [706000/1251000] [564.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001217] [CE 3.735 (4.096)] [KD 2.569 (2.932)] 2024-10-17 18:38:59,417 - Train: 56.44% [706050/1251000] [564.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001217] [CE 4.466 (4.130)] [KD 3.059 (2.925)] 2024-10-17 18:39:11,405 - Train: 56.44% [706100/1251000] [564.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001216] [CE 4.272 (4.111)] [KD 3.142 (2.932)] 2024-10-17 18:39:23,305 - Train: 56.45% [706150/1251000] [564.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001216] [CE 3.677 (4.141)] [KD 2.785 (3.003)] 2024-10-17 18:39:35,232 - Train: 56.45% [706200/1251000] [564.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001216] [CE 4.658 (4.139)] [KD 3.235 (2.930)] 2024-10-17 18:39:47,473 - Train: 56.45% [706250/1251000] [564.5/1000.0] [batch_t 0.364 (0.245)] [data_t 0.009] [optim_t 0.355] [lr 0.001216] [CE 4.660 (4.124)] [KD 3.239 (2.938)] 2024-10-17 18:40:00,132 - Train: 56.46% [706300/1251000] [564.6/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001216] [CE 4.305 (4.048)] [KD 3.405 (2.931)] 2024-10-17 18:40:12,032 - Train: 56.46% [706350/1251000] [564.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001216] [CE 4.139 (4.093)] [KD 3.133 (2.945)] 2024-10-17 18:40:24,098 - Train: 56.47% [706400/1251000] [564.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001215] [CE 4.080 (4.160)] [KD 2.795 (2.995)] 2024-10-17 18:40:36,265 - Train: 56.47% [706450/1251000] [564.7/1000.0] [batch_t 0.280 (0.243)] [data_t 0.009] [optim_t 0.271] [lr 0.001215] [CE 3.842 (4.076)] [KD 2.878 (2.917)] 2024-10-17 18:40:48,514 - Train: 56.47% [706500/1251000] [564.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001215] [CE 4.124 (4.180)] [KD 2.941 (2.964)] 2024-10-17 18:41:00,825 - Train: 56.48% [706550/1251000] [564.8/1000.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.001215] [CE 4.273 (4.134)] [KD 2.858 (2.911)] 2024-10-17 18:41:13,111 - Train: 56.48% [706600/1251000] [564.8/1000.0] [batch_t 0.261 (0.246)] [data_t 0.009] [optim_t 0.252] [lr 0.001215] [CE 4.045 (4.157)] [KD 3.006 (2.950)] 2024-10-17 18:41:25,428 - Train: 56.49% [706650/1251000] [564.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001214] [CE 3.665 (4.194)] [KD 2.612 (2.963)] 2024-10-17 18:41:37,608 - Train: 56.49% [706700/1251000] [564.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001214] [CE 4.394 (4.255)] [KD 3.176 (3.015)] 2024-10-17 18:41:49,503 - Train: 56.49% [706750/1251000] [564.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001214] [CE 4.399 (4.159)] [KD 3.054 (2.941)] 2024-10-17 18:42:01,273 - Train: 56.50% [706800/1251000] [565.0/1000.0] [batch_t 0.257 (0.235)] [data_t 0.017] [optim_t 0.240] [lr 0.001214] [CE 4.579 (4.120)] [KD 3.189 (2.925)] 2024-10-17 18:42:16,805 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38708] [top5_cnt 46932] [top_all 50000] 2024-10-17 18:42:16,806 - net: 77.416 (93.864) 2024-10-17 18:42:29,282 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40321] [top5_cnt 47665] [top_all 50000] 2024-10-17 18:42:29,282 - net_E: 80.642 (95.330) 2024-10-17 18:42:29,426 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:42:29,427 - ==> Total time: 2 days, 3:29:10 Eta: 1 day, 15:38:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:42:42,079 - Train: 56.50% [706850/1251000] [565.0/1000.0] [batch_t 0.235 (0.319)] [data_t 0.010] [optim_t 0.226] [lr 0.001214] [CE 3.540 (4.098)] [KD 2.634 (2.890)] 2024-10-17 18:42:54,554 - Train: 56.51% [706900/1251000] [565.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001214] [CE 4.189 (4.187)] [KD 2.908 (2.941)] 2024-10-17 18:43:06,615 - Train: 56.51% [706950/1251000] [565.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001213] [CE 3.998 (4.064)] [KD 2.999 (2.890)] 2024-10-17 18:43:18,982 - Train: 56.51% [707000/1251000] [565.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001213] [CE 4.478 (4.145)] [KD 3.218 (2.950)] 2024-10-17 18:43:31,307 - Train: 56.52% [707050/1251000] [565.2/1000.0] [batch_t 0.254 (0.246)] [data_t 0.009] [optim_t 0.245] [lr 0.001213] [CE 4.031 (4.189)] [KD 3.016 (2.930)] 2024-10-17 18:43:43,752 - Train: 56.52% [707100/1251000] [565.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001213] [CE 4.457 (4.131)] [KD 3.145 (2.945)] 2024-10-17 18:43:56,134 - Train: 56.53% [707150/1251000] [565.3/1000.0] [batch_t 0.304 (0.248)] [data_t 0.009] [optim_t 0.295] [lr 0.001213] [CE 4.563 (4.098)] [KD 3.069 (2.965)] 2024-10-17 18:44:09,017 - Train: 56.53% [707200/1251000] [565.3/1000.0] [batch_t 0.319 (0.258)] [data_t 0.009] [optim_t 0.310] [lr 0.001212] [CE 3.808 (4.091)] [KD 2.727 (2.915)] 2024-10-17 18:44:21,176 - Train: 56.53% [707250/1251000] [565.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001212] [CE 3.329 (4.080)] [KD 2.664 (2.929)] 2024-10-17 18:44:33,429 - Train: 56.54% [707300/1251000] [565.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001212] [CE 4.419 (4.086)] [KD 2.970 (2.900)] 2024-10-17 18:44:46,074 - Train: 56.54% [707350/1251000] [565.4/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001212] [CE 3.834 (4.051)] [KD 2.807 (2.907)] 2024-10-17 18:44:58,539 - Train: 56.55% [707400/1251000] [565.5/1000.0] [batch_t 0.256 (0.249)] [data_t 0.009] [optim_t 0.247] [lr 0.001212] [CE 4.000 (4.158)] [KD 2.863 (2.965)] 2024-10-17 18:45:11,551 - Train: 56.55% [707450/1251000] [565.5/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.001212] [CE 4.507 (4.123)] [KD 2.955 (2.939)] 2024-10-17 18:45:24,301 - Train: 56.55% [707500/1251000] [565.5/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.001211] [CE 3.904 (4.083)] [KD 2.916 (2.895)] 2024-10-17 18:45:36,954 - Train: 56.56% [707550/1251000] [565.6/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001211] [CE 4.232 (4.161)] [KD 2.950 (2.945)] 2024-10-17 18:45:49,471 - Train: 56.56% [707600/1251000] [565.6/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.001211] [CE 4.266 (4.099)] [KD 2.949 (2.888)] 2024-10-17 18:46:01,500 - Train: 56.57% [707650/1251000] [565.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001211] [CE 4.223 (4.062)] [KD 2.994 (2.869)] 2024-10-17 18:46:13,939 - Train: 56.57% [707700/1251000] [565.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001211] [CE 4.164 (4.036)] [KD 2.765 (2.878)] 2024-10-17 18:46:26,429 - Train: 56.57% [707750/1251000] [565.7/1000.0] [batch_t 0.258 (0.250)] [data_t 0.032] [optim_t 0.227] [lr 0.001210] [CE 4.384 (4.014)] [KD 2.949 (2.874)] 2024-10-17 18:46:38,841 - Train: 56.58% [707800/1251000] [565.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001210] [CE 3.793 (4.198)] [KD 2.640 (2.951)] 2024-10-17 18:46:51,652 - Train: 56.58% [707850/1251000] [565.8/1000.0] [batch_t 0.263 (0.256)] [data_t 0.040] [optim_t 0.223] [lr 0.001210] [CE 3.523 (4.128)] [KD 2.784 (2.950)] 2024-10-17 18:47:04,207 - Train: 56.59% [707900/1251000] [565.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001210] [CE 4.277 (4.094)] [KD 3.011 (2.907)] 2024-10-17 18:47:16,001 - Train: 56.59% [707950/1251000] [565.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001210] [CE 4.254 (4.167)] [KD 2.859 (2.960)] 2024-10-17 18:47:27,897 - Train: 56.59% [708000/1251000] [565.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001210] [CE 4.497 (4.083)] [KD 3.002 (2.868)] 2024-10-17 18:47:39,688 - Train: 56.60% [708050/1251000] [566.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001209] [CE 3.775 (4.172)] [KD 2.865 (2.965)] 2024-10-17 18:47:55,469 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38821] [top5_cnt 46961] [top_all 50000] 2024-10-17 18:47:55,469 - net: 77.642 (93.922) 2024-10-17 18:48:07,592 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.234)] [top1_cnt 40327] [top5_cnt 47675] [top_all 50000] 2024-10-17 18:48:07,593 - net_E: 80.654 (95.350) 2024-10-17 18:48:07,761 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:48:07,762 - ==> Total time: 2 days, 3:34:48 Eta: 1 day, 15:33:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:48:19,786 - Train: 56.60% [708100/1251000] [566.0/1000.0] [batch_t 0.235 (0.308)] [data_t 0.009] [optim_t 0.226] [lr 0.001209] [CE 3.590 (4.152)] [KD 2.686 (2.954)] 2024-10-17 18:48:32,288 - Train: 56.61% [708150/1251000] [566.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001209] [CE 3.800 (4.107)] [KD 2.607 (2.924)] 2024-10-17 18:48:44,421 - Train: 56.61% [708200/1251000] [566.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001209] [CE 4.159 (4.179)] [KD 2.986 (2.962)] 2024-10-17 18:48:56,535 - Train: 56.61% [708250/1251000] [566.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001209] [CE 4.407 (4.111)] [KD 3.082 (2.954)] 2024-10-17 18:49:08,255 - Train: 56.62% [708300/1251000] [566.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.001208] [CE 4.339 (4.139)] [KD 3.124 (2.958)] 2024-10-17 18:49:20,599 - Train: 56.62% [708350/1251000] [566.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001208] [CE 3.991 (4.078)] [KD 2.874 (2.928)] 2024-10-17 18:49:32,993 - Train: 56.63% [708400/1251000] [566.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001208] [CE 4.444 (4.171)] [KD 2.932 (2.964)] 2024-10-17 18:49:44,925 - Train: 56.63% [708450/1251000] [566.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001208] [CE 4.027 (4.187)] [KD 2.728 (2.963)] 2024-10-17 18:49:57,099 - Train: 56.63% [708500/1251000] [566.3/1000.0] [batch_t 0.258 (0.243)] [data_t 0.009] [optim_t 0.249] [lr 0.001208] [CE 3.973 (4.096)] [KD 2.715 (2.936)] 2024-10-17 18:50:09,473 - Train: 56.64% [708550/1251000] [566.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001208] [CE 4.044 (4.104)] [KD 3.007 (2.926)] 2024-10-17 18:50:21,545 - Train: 56.64% [708600/1251000] [566.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001207] [CE 3.929 (4.150)] [KD 2.855 (2.953)] 2024-10-17 18:50:33,860 - Train: 56.65% [708650/1251000] [566.5/1000.0] [batch_t 0.261 (0.246)] [data_t 0.009] [optim_t 0.252] [lr 0.001207] [CE 4.389 (4.143)] [KD 3.210 (2.944)] 2024-10-17 18:50:46,211 - Train: 56.65% [708700/1251000] [566.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001207] [CE 4.268 (4.166)] [KD 2.951 (3.021)] 2024-10-17 18:50:58,565 - Train: 56.65% [708750/1251000] [566.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001207] [CE 4.570 (4.157)] [KD 3.260 (2.983)] 2024-10-17 18:51:10,707 - Train: 56.66% [708800/1251000] [566.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001207] [CE 3.765 (4.146)] [KD 2.812 (2.985)] 2024-10-17 18:51:22,731 - Train: 56.66% [708850/1251000] [566.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001206] [CE 4.443 (4.248)] [KD 2.992 (3.007)] 2024-10-17 18:51:35,030 - Train: 56.67% [708900/1251000] [566.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001206] [CE 4.261 (4.113)] [KD 2.884 (2.981)] 2024-10-17 18:51:47,384 - Train: 56.67% [708950/1251000] [566.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001206] [CE 4.743 (4.210)] [KD 3.364 (2.980)] 2024-10-17 18:51:59,591 - Train: 56.67% [709000/1251000] [566.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001206] [CE 3.945 (4.064)] [KD 2.860 (2.938)] 2024-10-17 18:52:11,818 - Train: 56.68% [709050/1251000] [566.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.001206] [CE 4.154 (4.087)] [KD 2.999 (2.934)] 2024-10-17 18:52:24,420 - Train: 56.68% [709100/1251000] [566.8/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001206] [CE 4.399 (4.134)] [KD 3.040 (2.972)] 2024-10-17 18:52:36,677 - Train: 56.69% [709150/1251000] [566.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001205] [CE 4.335 (4.191)] [KD 3.004 (2.974)] 2024-10-17 18:52:49,106 - Train: 56.69% [709200/1251000] [566.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001205] [CE 3.767 (4.082)] [KD 2.738 (2.964)] 2024-10-17 18:53:00,936 - Train: 56.69% [709250/1251000] [566.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001205] [CE 4.498 (4.175)] [KD 3.189 (2.967)] 2024-10-17 18:53:12,879 - Train: 56.70% [709300/1251000] [567.0/1000.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.001205] [CE 3.960 (4.191)] [KD 2.861 (2.985)] 2024-10-17 18:53:29,083 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 38824] [top5_cnt 46928] [top_all 50000] 2024-10-17 18:53:29,083 - net: 77.648 (93.856) 2024-10-17 18:53:41,362 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40332] [top5_cnt 47665] [top_all 50000] 2024-10-17 18:53:41,363 - net_E: 80.664 (95.330) 2024-10-17 18:53:41,509 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:53:41,510 - ==> Total time: 2 days, 3:40:22 Eta: 1 day, 15:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:53:53,289 - Train: 56.70% [709350/1251000] [567.0/1000.0] [batch_t 0.233 (0.312)] [data_t 0.009] [optim_t 0.224] [lr 0.001205] [CE 4.369 (4.160)] [KD 3.051 (2.906)] 2024-10-17 18:54:05,614 - Train: 56.71% [709400/1251000] [567.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001204] [CE 4.081 (4.179)] [KD 2.749 (2.941)] 2024-10-17 18:54:17,548 - Train: 56.71% [709450/1251000] [567.1/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001204] [CE 3.779 (4.146)] [KD 2.780 (2.878)] 2024-10-17 18:54:29,442 - Train: 56.71% [709500/1251000] [567.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001204] [CE 4.183 (4.146)] [KD 2.971 (2.938)] 2024-10-17 18:54:41,666 - Train: 56.72% [709550/1251000] [567.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001204] [CE 3.942 (4.147)] [KD 2.837 (2.943)] 2024-10-17 18:54:53,769 - Train: 56.72% [709600/1251000] [567.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001204] [CE 4.113 (4.113)] [KD 2.923 (2.902)] 2024-10-17 18:55:06,429 - Train: 56.73% [709650/1251000] [567.3/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001204] [CE 4.063 (4.213)] [KD 2.893 (2.970)] 2024-10-17 18:55:18,524 - Train: 56.73% [709700/1251000] [567.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001203] [CE 3.917 (4.145)] [KD 2.848 (2.938)] 2024-10-17 18:55:30,794 - Train: 56.73% [709750/1251000] [567.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001203] [CE 3.980 (4.124)] [KD 2.994 (2.950)] 2024-10-17 18:55:43,089 - Train: 56.74% [709800/1251000] [567.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001203] [CE 3.819 (4.194)] [KD 2.727 (2.995)] 2024-10-17 18:55:55,488 - Train: 56.74% [709850/1251000] [567.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001203] [CE 4.682 (4.132)] [KD 3.131 (2.969)] 2024-10-17 18:56:07,665 - Train: 56.75% [709900/1251000] [567.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001203] [CE 3.471 (4.104)] [KD 2.758 (2.949)] 2024-10-17 18:56:20,027 - Train: 56.75% [709950/1251000] [567.5/1000.0] [batch_t 0.351 (0.247)] [data_t 0.009] [optim_t 0.342] [lr 0.001202] [CE 3.558 (4.137)] [KD 2.544 (2.966)] 2024-10-17 18:56:32,433 - Train: 56.75% [710000/1251000] [567.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001202] [CE 3.795 (4.116)] [KD 2.744 (2.941)] 2024-10-17 18:56:44,549 - Train: 56.76% [710050/1251000] [567.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001202] [CE 4.626 (4.141)] [KD 3.002 (2.907)] 2024-10-17 18:56:56,559 - Train: 56.76% [710100/1251000] [567.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001202] [CE 4.127 (4.167)] [KD 2.801 (2.916)] 2024-10-17 18:57:08,709 - Train: 56.77% [710150/1251000] [567.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001202] [CE 4.020 (4.204)] [KD 2.863 (2.922)] 2024-10-17 18:57:20,714 - Train: 56.77% [710200/1251000] [567.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001202] [CE 4.044 (4.148)] [KD 2.913 (2.964)] 2024-10-17 18:57:32,707 - Train: 56.77% [710250/1251000] [567.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001201] [CE 3.570 (4.163)] [KD 2.626 (2.989)] 2024-10-17 18:57:44,681 - Train: 56.78% [710300/1251000] [567.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001201] [CE 3.693 (4.124)] [KD 2.704 (2.965)] 2024-10-17 18:57:56,801 - Train: 56.78% [710350/1251000] [567.8/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001201] [CE 4.285 (4.107)] [KD 3.012 (2.966)] 2024-10-17 18:58:09,251 - Train: 56.79% [710400/1251000] [567.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001201] [CE 4.508 (4.222)] [KD 3.202 (2.984)] 2024-10-17 18:58:21,527 - Train: 56.79% [710450/1251000] [567.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001201] [CE 4.444 (4.085)] [KD 3.070 (2.952)] 2024-10-17 18:58:33,792 - Train: 56.79% [710500/1251000] [567.9/1000.0] [batch_t 0.269 (0.245)] [data_t 0.009] [optim_t 0.260] [lr 0.001200] [CE 4.129 (4.171)] [KD 2.936 (2.922)] 2024-10-17 18:58:46,142 - Train: 56.80% [710550/1251000] [568.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001200] [CE 4.256 (4.162)] [KD 3.137 (2.924)] 2024-10-17 18:59:02,668 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38820] [top5_cnt 46961] [top_all 50000] 2024-10-17 18:59:02,668 - net: 77.640 (93.922) 2024-10-17 18:59:15,043 - Test (net_E): 100.00% [50/50] [batch_t 0.072 (0.239)] [top1_cnt 40337] [top5_cnt 47633] [top_all 50000] 2024-10-17 18:59:15,044 - net_E: 80.674 (95.266) 2024-10-17 18:59:15,219 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.686 (epoch: 557)] 2024-10-17 18:59:15,219 - ==> Total time: 2 days, 3:45:55 Eta: 1 day, 15:22:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 18:59:26,592 - Train: 56.80% [710600/1251000] [568.0/1000.0] [batch_t 0.236 (0.297)] [data_t 0.009] [optim_t 0.227] [lr 0.001200] [CE 4.407 (4.173)] [KD 2.870 (2.963)] 2024-10-17 18:59:39,123 - Train: 56.81% [710650/1251000] [568.1/1000.0] [batch_t 0.413 (0.250)] [data_t 0.009] [optim_t 0.404] [lr 0.001200] [CE 4.286 (4.176)] [KD 2.964 (2.908)] 2024-10-17 18:59:51,362 - Train: 56.81% [710700/1251000] [568.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001200] [CE 4.420 (4.111)] [KD 3.132 (2.915)] 2024-10-17 19:00:03,458 - Train: 56.81% [710750/1251000] [568.1/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001200] [CE 4.281 (4.135)] [KD 3.113 (2.909)] 2024-10-17 19:00:15,281 - Train: 56.82% [710800/1251000] [568.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001199] [CE 4.450 (4.142)] [KD 3.058 (2.919)] 2024-10-17 19:00:27,450 - Train: 56.82% [710850/1251000] [568.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001199] [CE 3.810 (4.084)] [KD 2.682 (2.908)] 2024-10-17 19:00:39,523 - Train: 56.83% [710900/1251000] [568.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001199] [CE 4.149 (4.168)] [KD 2.892 (2.890)] 2024-10-17 19:00:51,747 - Train: 56.83% [710950/1251000] [568.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001199] [CE 4.649 (4.185)] [KD 3.461 (2.997)] 2024-10-17 19:01:03,555 - Train: 56.83% [711000/1251000] [568.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001199] [CE 3.885 (4.093)] [KD 3.029 (2.916)] 2024-10-17 19:01:15,793 - Train: 56.84% [711050/1251000] [568.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001198] [CE 3.448 (4.181)] [KD 2.806 (2.975)] 2024-10-17 19:01:27,720 - Train: 56.84% [711100/1251000] [568.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001198] [CE 4.164 (4.159)] [KD 2.785 (2.936)] 2024-10-17 19:01:39,563 - Train: 56.85% [711150/1251000] [568.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001198] [CE 4.198 (4.112)] [KD 2.988 (2.901)] 2024-10-17 19:01:51,598 - Train: 56.85% [711200/1251000] [568.5/1000.0] [batch_t 0.358 (0.241)] [data_t 0.009] [optim_t 0.349] [lr 0.001198] [CE 4.174 (4.085)] [KD 2.976 (2.905)] 2024-10-17 19:02:03,798 - Train: 56.85% [711250/1251000] [568.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001198] [CE 3.630 (4.155)] [KD 2.554 (3.010)] 2024-10-17 19:02:15,697 - Train: 56.86% [711300/1251000] [568.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001198] [CE 3.803 (4.117)] [KD 2.723 (2.947)] 2024-10-17 19:02:28,005 - Train: 56.86% [711350/1251000] [568.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001197] [CE 4.131 (4.124)] [KD 2.849 (2.927)] 2024-10-17 19:02:39,823 - Train: 56.87% [711400/1251000] [568.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001197] [CE 4.056 (4.203)] [KD 2.776 (2.986)] 2024-10-17 19:02:51,911 - Train: 56.87% [711450/1251000] [568.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001197] [CE 3.976 (4.195)] [KD 2.838 (2.991)] 2024-10-17 19:03:04,063 - Train: 56.87% [711500/1251000] [568.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001197] [CE 4.556 (4.164)] [KD 3.219 (2.956)] 2024-10-17 19:03:15,992 - Train: 56.88% [711550/1251000] [568.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001197] [CE 4.272 (4.097)] [KD 2.871 (2.936)] 2024-10-17 19:03:27,968 - Train: 56.88% [711600/1251000] [568.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001196] [CE 3.623 (4.116)] [KD 2.752 (2.924)] 2024-10-17 19:03:40,143 - Train: 56.89% [711650/1251000] [568.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001196] [CE 4.376 (4.084)] [KD 3.077 (2.951)] 2024-10-17 19:03:52,425 - Train: 56.89% [711700/1251000] [568.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001196] [CE 3.774 (4.186)] [KD 2.625 (2.974)] 2024-10-17 19:04:04,401 - Train: 56.89% [711750/1251000] [568.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001196] [CE 4.281 (4.085)] [KD 2.991 (2.940)] 2024-10-17 19:04:16,454 - Train: 56.90% [711800/1251000] [569.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001196] [CE 3.926 (4.179)] [KD 2.786 (2.964)] 2024-10-17 19:04:33,459 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38748] [top5_cnt 46968] [top_all 50000] 2024-10-17 19:04:33,459 - net: 77.496 (93.936) 2024-10-17 19:04:45,728 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40365] [top5_cnt 47659] [top_all 50000] 2024-10-17 19:04:45,728 - net_E: 80.730 (95.318) 2024-10-17 19:04:45,889 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.730 (epoch: 569)] 2024-10-17 19:04:45,889 - ==> Total time: 2 days, 3:51:26 Eta: 1 day, 15:16:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:04:59,161 - Train: 56.90% [711850/1251000] [569.0/1000.0] [batch_t 0.234 (0.273)] [data_t 0.009] [optim_t 0.225] [lr 0.001196] [CE 4.650 (4.170)] [KD 2.908 (2.927)] 2024-10-17 19:05:11,346 - Train: 56.91% [711900/1251000] [569.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001195] [CE 4.226 (4.168)] [KD 2.911 (2.927)] 2024-10-17 19:05:23,620 - Train: 56.91% [711950/1251000] [569.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001195] [CE 4.576 (4.128)] [KD 3.282 (2.933)] 2024-10-17 19:05:35,554 - Train: 56.91% [712000/1251000] [569.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001195] [CE 3.953 (4.065)] [KD 2.977 (2.913)] 2024-10-17 19:05:47,762 - Train: 56.92% [712050/1251000] [569.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001195] [CE 4.411 (4.183)] [KD 2.961 (2.960)] 2024-10-17 19:06:00,366 - Train: 56.92% [712100/1251000] [569.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.001195] [CE 4.019 (4.160)] [KD 2.925 (2.943)] 2024-10-17 19:06:12,809 - Train: 56.93% [712150/1251000] [569.3/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001194] [CE 4.206 (4.175)] [KD 3.150 (2.999)] 2024-10-17 19:06:24,992 - Train: 56.93% [712200/1251000] [569.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001194] [CE 4.213 (4.118)] [KD 2.939 (2.944)] 2024-10-17 19:06:37,350 - Train: 56.93% [712250/1251000] [569.3/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.001194] [CE 4.295 (4.090)] [KD 3.011 (2.934)] 2024-10-17 19:06:49,564 - Train: 56.94% [712300/1251000] [569.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001194] [CE 4.095 (4.122)] [KD 3.104 (2.924)] 2024-10-17 19:07:01,887 - Train: 56.94% [712350/1251000] [569.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001194] [CE 3.861 (4.123)] [KD 2.853 (2.944)] 2024-10-17 19:07:14,146 - Train: 56.95% [712400/1251000] [569.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001193] [CE 3.854 (4.128)] [KD 2.571 (2.921)] 2024-10-17 19:07:26,286 - Train: 56.95% [712450/1251000] [569.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001193] [CE 3.466 (4.153)] [KD 2.490 (2.921)] 2024-10-17 19:07:38,617 - Train: 56.95% [712500/1251000] [569.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001193] [CE 4.851 (4.170)] [KD 3.228 (2.905)] 2024-10-17 19:07:51,103 - Train: 56.96% [712550/1251000] [569.6/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001193] [CE 3.877 (4.125)] [KD 2.959 (2.907)] 2024-10-17 19:08:03,022 - Train: 56.96% [712600/1251000] [569.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001193] [CE 4.345 (4.116)] [KD 2.839 (2.893)] 2024-10-17 19:08:15,420 - Train: 56.97% [712650/1251000] [569.7/1000.0] [batch_t 0.264 (0.248)] [data_t 0.009] [optim_t 0.255] [lr 0.001193] [CE 3.861 (4.104)] [KD 2.871 (2.896)] 2024-10-17 19:08:27,725 - Train: 56.97% [712700/1251000] [569.7/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001192] [CE 3.276 (4.128)] [KD 2.558 (2.909)] 2024-10-17 19:08:39,889 - Train: 56.97% [712750/1251000] [569.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001192] [CE 4.294 (4.170)] [KD 3.130 (2.932)] 2024-10-17 19:08:51,710 - Train: 56.98% [712800/1251000] [569.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001192] [CE 4.446 (4.102)] [KD 3.263 (2.909)] 2024-10-17 19:09:03,851 - Train: 56.98% [712850/1251000] [569.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001192] [CE 4.314 (4.133)] [KD 2.978 (2.944)] 2024-10-17 19:09:16,054 - Train: 56.99% [712900/1251000] [569.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001192] [CE 3.835 (4.165)] [KD 2.690 (2.936)] 2024-10-17 19:09:28,394 - Train: 56.99% [712950/1251000] [569.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001191] [CE 3.751 (4.142)] [KD 2.764 (3.006)] 2024-10-17 19:09:40,406 - Train: 56.99% [713000/1251000] [569.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001191] [CE 3.938 (4.197)] [KD 2.766 (3.005)] 2024-10-17 19:09:52,471 - Train: 57.00% [713050/1251000] [570.0/1000.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.001191] [CE 4.305 (4.190)] [KD 3.013 (2.998)] 2024-10-17 19:10:09,330 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.236)] [top1_cnt 38739] [top5_cnt 46936] [top_all 50000] 2024-10-17 19:10:09,330 - net: 77.478 (93.872) 2024-10-17 19:10:21,809 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40343] [top5_cnt 47684] [top_all 50000] 2024-10-17 19:10:21,810 - net_E: 80.686 (95.368) 2024-10-17 19:10:21,980 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.730 (epoch: 569)] 2024-10-17 19:10:21,981 - ==> Total time: 2 days, 3:57:02 Eta: 1 day, 15:11:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:10:34,526 - Train: 57.00% [713100/1251000] [570.0/1000.0] [batch_t 0.235 (0.286)] [data_t 0.009] [optim_t 0.226] [lr 0.001191] [CE 4.210 (4.077)] [KD 2.969 (2.931)] 2024-10-17 19:10:46,697 - Train: 57.01% [713150/1251000] [570.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001191] [CE 4.170 (4.130)] [KD 2.811 (2.932)] 2024-10-17 19:10:59,131 - Train: 57.01% [713200/1251000] [570.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001191] [CE 4.170 (4.156)] [KD 2.838 (2.952)] 2024-10-17 19:11:10,939 - Train: 57.01% [713250/1251000] [570.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001190] [CE 4.512 (4.144)] [KD 3.120 (2.918)] 2024-10-17 19:11:22,773 - Train: 57.02% [713300/1251000] [570.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001190] [CE 4.402 (4.102)] [KD 3.183 (2.897)] 2024-10-17 19:11:35,268 - Train: 57.02% [713350/1251000] [570.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001190] [CE 3.694 (4.183)] [KD 2.659 (2.959)] 2024-10-17 19:11:47,952 - Train: 57.03% [713400/1251000] [570.3/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001190] [CE 3.914 (4.166)] [KD 2.845 (2.945)] 2024-10-17 19:11:59,860 - Train: 57.03% [713450/1251000] [570.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001190] [CE 3.744 (4.114)] [KD 2.692 (2.923)] 2024-10-17 19:12:12,402 - Train: 57.03% [713500/1251000] [570.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001189] [CE 3.984 (4.111)] [KD 3.006 (2.957)] 2024-10-17 19:12:24,810 - Train: 57.04% [713550/1251000] [570.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001189] [CE 4.213 (4.096)] [KD 2.905 (2.946)] 2024-10-17 19:12:36,802 - Train: 57.04% [713600/1251000] [570.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001189] [CE 4.319 (4.042)] [KD 2.974 (2.860)] 2024-10-17 19:12:48,992 - Train: 57.05% [713650/1251000] [570.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001189] [CE 4.192 (4.187)] [KD 2.997 (2.926)] 2024-10-17 19:13:00,937 - Train: 57.05% [713700/1251000] [570.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001189] [CE 3.965 (4.079)] [KD 2.993 (2.930)] 2024-10-17 19:13:13,374 - Train: 57.05% [713750/1251000] [570.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001189] [CE 4.180 (4.084)] [KD 3.031 (2.893)] 2024-10-17 19:13:25,455 - Train: 57.06% [713800/1251000] [570.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001188] [CE 4.208 (4.114)] [KD 3.204 (2.906)] 2024-10-17 19:13:37,382 - Train: 57.06% [713850/1251000] [570.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001188] [CE 4.030 (4.122)] [KD 2.765 (2.896)] 2024-10-17 19:13:49,551 - Train: 57.07% [713900/1251000] [570.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001188] [CE 4.498 (4.105)] [KD 3.160 (2.921)] 2024-10-17 19:14:02,247 - Train: 57.07% [713950/1251000] [570.7/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001188] [CE 3.928 (4.134)] [KD 2.920 (2.929)] 2024-10-17 19:14:14,426 - Train: 57.07% [714000/1251000] [570.7/1000.0] [batch_t 0.365 (0.243)] [data_t 0.009] [optim_t 0.356] [lr 0.001188] [CE 4.202 (4.136)] [KD 2.963 (2.946)] 2024-10-17 19:14:26,365 - Train: 57.08% [714050/1251000] [570.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.001187] [CE 3.790 (4.115)] [KD 2.768 (2.886)] 2024-10-17 19:14:38,632 - Train: 57.08% [714100/1251000] [570.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001187] [CE 3.471 (4.083)] [KD 2.803 (2.894)] 2024-10-17 19:14:51,060 - Train: 57.09% [714150/1251000] [570.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001187] [CE 4.533 (4.164)] [KD 3.089 (2.986)] 2024-10-17 19:15:02,903 - Train: 57.09% [714200/1251000] [570.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001187] [CE 4.206 (4.131)] [KD 3.048 (2.936)] 2024-10-17 19:15:15,151 - Train: 57.09% [714250/1251000] [570.9/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001187] [CE 4.524 (4.158)] [KD 3.175 (2.954)] 2024-10-17 19:15:27,144 - Train: 57.10% [714300/1251000] [571.0/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001187] [CE 3.797 (4.125)] [KD 2.726 (2.993)] 2024-10-17 19:15:44,328 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 38619] [top5_cnt 46933] [top_all 50000] 2024-10-17 19:15:44,329 - net: 77.238 (93.866) 2024-10-17 19:15:57,167 - Test (net_E): 100.00% [50/50] [batch_t 0.154 (0.249)] [top1_cnt 40331] [top5_cnt 47700] [top_all 50000] 2024-10-17 19:15:57,167 - net_E: 80.662 (95.400) 2024-10-17 19:15:57,319 - Max [top1: 77.892 (epoch: 559)] [top1-ema: 80.730 (epoch: 569)] 2024-10-17 19:15:57,320 - ==> Total time: 2 days, 4:02:37 Eta: 1 day, 15:06:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:16:08,495 - Train: 57.10% [714350/1251000] [571.0/1000.0] [batch_t 0.235 (0.339)] [data_t 0.009] [optim_t 0.226] [lr 0.001186] [CE 4.189 (4.117)] [KD 3.032 (2.917)] 2024-10-17 19:16:20,540 - Train: 57.11% [714400/1251000] [571.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001186] [CE 3.678 (4.141)] [KD 2.725 (2.887)] 2024-10-17 19:16:32,843 - Train: 57.11% [714450/1251000] [571.1/1000.0] [batch_t 0.462 (0.246)] [data_t 0.009] [optim_t 0.453] [lr 0.001186] [CE 3.735 (4.136)] [KD 2.818 (2.905)] 2024-10-17 19:16:45,053 - Train: 57.11% [714500/1251000] [571.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001186] [CE 4.229 (4.049)] [KD 2.992 (2.842)] 2024-10-17 19:16:57,393 - Train: 57.12% [714550/1251000] [571.2/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001186] [CE 3.577 (4.114)] [KD 2.713 (2.897)] 2024-10-17 19:17:09,163 - Train: 57.12% [714600/1251000] [571.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001185] [CE 4.217 (4.169)] [KD 3.033 (2.972)] 2024-10-17 19:17:21,518 - Train: 57.13% [714650/1251000] [571.3/1000.0] [batch_t 0.258 (0.247)] [data_t 0.009] [optim_t 0.249] [lr 0.001185] [CE 4.349 (4.091)] [KD 3.058 (2.906)] 2024-10-17 19:17:34,144 - Train: 57.13% [714700/1251000] [571.3/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001185] [CE 4.158 (4.145)] [KD 2.905 (2.924)] 2024-10-17 19:17:46,697 - Train: 57.13% [714750/1251000] [571.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001185] [CE 4.220 (4.134)] [KD 3.003 (2.931)] 2024-10-17 19:17:59,267 - Train: 57.14% [714800/1251000] [571.4/1000.0] [batch_t 0.294 (0.251)] [data_t 0.009] [optim_t 0.286] [lr 0.001185] [CE 3.662 (4.100)] [KD 2.648 (2.894)] 2024-10-17 19:18:12,156 - Train: 57.14% [714850/1251000] [571.4/1000.0] [batch_t 0.313 (0.258)] [data_t 0.009] [optim_t 0.304] [lr 0.001185] [CE 4.095 (4.140)] [KD 2.807 (2.900)] 2024-10-17 19:18:25,125 - Train: 57.15% [714900/1251000] [571.5/1000.0] [batch_t 0.281 (0.259)] [data_t 0.009] [optim_t 0.272] [lr 0.001184] [CE 4.694 (4.141)] [KD 2.963 (2.905)] 2024-10-17 19:18:37,607 - Train: 57.15% [714950/1251000] [571.5/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001184] [CE 4.072 (4.150)] [KD 3.086 (2.940)] 2024-10-17 19:18:50,222 - Train: 57.15% [715000/1251000] [571.5/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.001184] [CE 3.995 (4.157)] [KD 2.667 (2.925)] 2024-10-17 19:19:02,534 - Train: 57.16% [715050/1251000] [571.6/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.001184] [CE 4.274 (4.149)] [KD 2.909 (2.933)] 2024-10-17 19:19:15,535 - Train: 57.16% [715100/1251000] [571.6/1000.0] [batch_t 0.314 (0.260)] [data_t 0.009] [optim_t 0.305] [lr 0.001184] [CE 3.963 (4.140)] [KD 2.904 (2.940)] 2024-10-17 19:19:28,130 - Train: 57.17% [715150/1251000] [571.7/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001183] [CE 4.762 (4.091)] [KD 3.336 (2.869)] 2024-10-17 19:19:40,692 - Train: 57.17% [715200/1251000] [571.7/1000.0] [batch_t 0.260 (0.251)] [data_t 0.009] [optim_t 0.251] [lr 0.001183] [CE 4.127 (4.126)] [KD 2.860 (2.923)] 2024-10-17 19:19:53,199 - Train: 57.17% [715250/1251000] [571.7/1000.0] [batch_t 0.271 (0.250)] [data_t 0.009] [optim_t 0.262] [lr 0.001183] [CE 4.301 (4.226)] [KD 2.860 (2.981)] 2024-10-17 19:20:05,851 - Train: 57.18% [715300/1251000] [571.8/1000.0] [batch_t 0.260 (0.253)] [data_t 0.009] [optim_t 0.251] [lr 0.001183] [CE 4.214 (4.158)] [KD 2.999 (2.931)] 2024-10-17 19:20:18,498 - Train: 57.18% [715350/1251000] [571.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001183] [CE 4.043 (4.074)] [KD 2.819 (2.911)] 2024-10-17 19:20:31,060 - Train: 57.19% [715400/1251000] [571.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001183] [CE 4.233 (4.090)] [KD 3.212 (2.888)] 2024-10-17 19:20:43,357 - Train: 57.19% [715450/1251000] [571.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001182] [CE 4.001 (4.080)] [KD 3.023 (2.915)] 2024-10-17 19:20:55,668 - Train: 57.19% [715500/1251000] [571.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001182] [CE 3.813 (4.164)] [KD 2.907 (2.964)] 2024-10-17 19:21:08,178 - Train: 57.20% [715550/1251000] [572.0/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001182] [CE 4.021 (4.163)] [KD 2.857 (2.953)] 2024-10-17 19:21:26,009 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39039] [top5_cnt 47005] [top_all 50000] 2024-10-17 19:21:26,010 - net: 78.078 (94.010) 2024-10-17 19:21:39,125 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.254)] [top1_cnt 40374] [top5_cnt 47699] [top_all 50000] 2024-10-17 19:21:39,125 - net_E: 80.748 (95.398) 2024-10-17 19:21:39,278 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.748 (epoch: 572)] 2024-10-17 19:21:39,278 - ==> Total time: 2 days, 4:08:19 Eta: 1 day, 15:00:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:21:52,425 - Train: 57.20% [715600/1251000] [572.0/1000.0] [batch_t 0.233 (0.279)] [data_t 0.009] [optim_t 0.224] [lr 0.001182] [CE 4.201 (4.051)] [KD 2.736 (2.857)] 2024-10-17 19:22:04,704 - Train: 57.21% [715650/1251000] [572.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001182] [CE 4.372 (4.212)] [KD 3.077 (2.999)] 2024-10-17 19:22:16,723 - Train: 57.21% [715700/1251000] [572.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001181] [CE 4.217 (4.133)] [KD 3.141 (2.945)] 2024-10-17 19:22:29,120 - Train: 57.21% [715750/1251000] [572.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001181] [CE 4.597 (4.173)] [KD 2.968 (2.969)] 2024-10-17 19:22:41,420 - Train: 57.22% [715800/1251000] [572.2/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001181] [CE 4.451 (4.096)] [KD 3.108 (2.928)] 2024-10-17 19:22:53,772 - Train: 57.22% [715850/1251000] [572.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001181] [CE 3.690 (4.162)] [KD 2.767 (2.946)] 2024-10-17 19:23:05,627 - Train: 57.23% [715900/1251000] [572.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001181] [CE 4.356 (4.123)] [KD 2.996 (2.932)] 2024-10-17 19:23:17,634 - Train: 57.23% [715950/1251000] [572.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001181] [CE 3.978 (4.171)] [KD 2.881 (2.965)] 2024-10-17 19:23:29,786 - Train: 57.23% [716000/1251000] [572.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001180] [CE 4.088 (4.171)] [KD 2.944 (2.953)] 2024-10-17 19:23:41,907 - Train: 57.24% [716050/1251000] [572.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001180] [CE 4.093 (4.108)] [KD 2.913 (2.915)] 2024-10-17 19:23:54,087 - Train: 57.24% [716100/1251000] [572.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001180] [CE 3.969 (4.163)] [KD 2.992 (2.970)] 2024-10-17 19:24:06,363 - Train: 57.25% [716150/1251000] [572.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001180] [CE 3.745 (4.209)] [KD 2.768 (3.028)] 2024-10-17 19:24:18,331 - Train: 57.25% [716200/1251000] [572.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001180] [CE 3.502 (4.126)] [KD 2.574 (2.930)] 2024-10-17 19:24:30,377 - Train: 57.25% [716250/1251000] [572.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001179] [CE 4.044 (4.152)] [KD 2.876 (2.933)] 2024-10-17 19:24:42,508 - Train: 57.26% [716300/1251000] [572.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001179] [CE 3.779 (4.162)] [KD 2.704 (2.917)] 2024-10-17 19:24:54,981 - Train: 57.26% [716350/1251000] [572.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.001179] [CE 3.539 (4.150)] [KD 2.517 (2.902)] 2024-10-17 19:25:07,174 - Train: 57.27% [716400/1251000] [572.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001179] [CE 3.867 (4.132)] [KD 2.660 (2.928)] 2024-10-17 19:25:19,118 - Train: 57.27% [716450/1251000] [572.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001179] [CE 4.179 (4.152)] [KD 2.943 (2.975)] 2024-10-17 19:25:31,159 - Train: 57.27% [716500/1251000] [572.7/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001179] [CE 3.598 (4.048)] [KD 2.599 (2.897)] 2024-10-17 19:25:43,306 - Train: 57.28% [716550/1251000] [572.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001178] [CE 4.142 (4.156)] [KD 3.019 (2.914)] 2024-10-17 19:25:55,453 - Train: 57.28% [716600/1251000] [572.8/1000.0] [batch_t 0.269 (0.243)] [data_t 0.039] [optim_t 0.230] [lr 0.001178] [CE 3.551 (4.105)] [KD 2.625 (2.936)] 2024-10-17 19:26:07,992 - Train: 57.29% [716650/1251000] [572.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001178] [CE 4.280 (4.082)] [KD 3.002 (2.900)] 2024-10-17 19:26:20,328 - Train: 57.29% [716700/1251000] [572.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001178] [CE 3.746 (4.145)] [KD 2.682 (2.904)] 2024-10-17 19:26:32,758 - Train: 57.29% [716750/1251000] [572.9/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001178] [CE 3.654 (4.110)] [KD 2.602 (2.918)] 2024-10-17 19:26:45,285 - Train: 57.30% [716800/1251000] [573.0/1000.0] [batch_t 0.256 (0.250)] [data_t 0.026] [optim_t 0.230] [lr 0.001178] [CE 4.234 (4.160)] [KD 2.930 (2.951)] 2024-10-17 19:27:03,693 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 38678] [top5_cnt 46948] [top_all 50000] 2024-10-17 19:27:03,694 - net: 77.356 (93.896) 2024-10-17 19:27:15,933 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40395] [top5_cnt 47690] [top_all 50000] 2024-10-17 19:27:15,933 - net_E: 80.790 (95.380) 2024-10-17 19:27:16,080 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.790 (epoch: 573)] 2024-10-17 19:27:16,081 - ==> Total time: 2 days, 4:13:56 Eta: 1 day, 14:55:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:27:28,950 - Train: 57.30% [716850/1251000] [573.0/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.001177] [CE 4.423 (4.232)] [KD 3.144 (2.986)] 2024-10-17 19:27:41,447 - Train: 57.31% [716900/1251000] [573.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001177] [CE 3.532 (4.039)] [KD 2.581 (2.860)] 2024-10-17 19:27:53,460 - Train: 57.31% [716950/1251000] [573.1/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.001177] [CE 4.436 (4.109)] [KD 2.946 (2.903)] 2024-10-17 19:28:05,492 - Train: 57.31% [717000/1251000] [573.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001177] [CE 4.296 (4.121)] [KD 2.876 (2.916)] 2024-10-17 19:28:17,860 - Train: 57.32% [717050/1251000] [573.2/1000.0] [batch_t 0.290 (0.247)] [data_t 0.009] [optim_t 0.281] [lr 0.001177] [CE 4.072 (4.148)] [KD 3.036 (2.962)] 2024-10-17 19:28:30,532 - Train: 57.32% [717100/1251000] [573.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001176] [CE 4.165 (4.113)] [KD 2.790 (2.939)] 2024-10-17 19:28:43,135 - Train: 57.33% [717150/1251000] [573.3/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.001176] [CE 4.309 (4.135)] [KD 2.859 (2.964)] 2024-10-17 19:28:55,441 - Train: 57.33% [717200/1251000] [573.3/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.001176] [CE 3.967 (4.135)] [KD 2.856 (2.917)] 2024-10-17 19:29:08,135 - Train: 57.33% [717250/1251000] [573.3/1000.0] [batch_t 0.274 (0.254)] [data_t 0.009] [optim_t 0.265] [lr 0.001176] [CE 3.963 (4.135)] [KD 2.950 (2.928)] 2024-10-17 19:29:20,717 - Train: 57.34% [717300/1251000] [573.4/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001176] [CE 4.340 (4.140)] [KD 3.083 (2.938)] 2024-10-17 19:29:33,236 - Train: 57.34% [717350/1251000] [573.4/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001176] [CE 3.709 (4.151)] [KD 2.608 (2.941)] 2024-10-17 19:29:45,431 - Train: 57.35% [717400/1251000] [573.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001175] [CE 3.602 (4.152)] [KD 2.583 (2.939)] 2024-10-17 19:29:57,914 - Train: 57.35% [717450/1251000] [573.5/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001175] [CE 4.058 (4.147)] [KD 2.696 (2.946)] 2024-10-17 19:30:10,626 - Train: 57.35% [717500/1251000] [573.5/1000.0] [batch_t 0.257 (0.254)] [data_t 0.009] [optim_t 0.248] [lr 0.001175] [CE 4.258 (4.114)] [KD 3.166 (2.913)] 2024-10-17 19:30:23,289 - Train: 57.36% [717550/1251000] [573.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001175] [CE 4.100 (4.116)] [KD 2.984 (2.920)] 2024-10-17 19:30:35,616 - Train: 57.36% [717600/1251000] [573.6/1000.0] [batch_t 0.268 (0.246)] [data_t 0.009] [optim_t 0.259] [lr 0.001175] [CE 4.289 (4.111)] [KD 2.904 (2.923)] 2024-10-17 19:30:48,261 - Train: 57.37% [717650/1251000] [573.7/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001174] [CE 3.991 (4.105)] [KD 2.774 (2.886)] 2024-10-17 19:31:00,664 - Train: 57.37% [717700/1251000] [573.7/1000.0] [batch_t 0.255 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.001174] [CE 4.601 (4.195)] [KD 3.153 (2.975)] 2024-10-17 19:31:13,096 - Train: 57.37% [717750/1251000] [573.7/1000.0] [batch_t 0.281 (0.249)] [data_t 0.009] [optim_t 0.272] [lr 0.001174] [CE 4.336 (4.221)] [KD 2.931 (2.974)] 2024-10-17 19:31:25,625 - Train: 57.38% [717800/1251000] [573.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001174] [CE 4.202 (4.155)] [KD 2.948 (2.914)] 2024-10-17 19:31:37,904 - Train: 57.38% [717850/1251000] [573.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001174] [CE 4.857 (4.149)] [KD 3.382 (2.920)] 2024-10-17 19:31:50,245 - Train: 57.39% [717900/1251000] [573.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001174] [CE 4.445 (4.220)] [KD 3.025 (2.978)] 2024-10-17 19:32:02,713 - Train: 57.39% [717950/1251000] [573.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001173] [CE 4.327 (4.146)] [KD 3.057 (2.913)] 2024-10-17 19:32:14,771 - Train: 57.39% [718000/1251000] [573.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001173] [CE 3.624 (4.128)] [KD 2.659 (2.913)] 2024-10-17 19:32:27,355 - Train: 57.40% [718050/1251000] [574.0/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001173] [CE 4.198 (4.168)] [KD 2.916 (2.928)] 2024-10-17 19:32:46,052 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.256)] [top1_cnt 38855] [top5_cnt 47003] [top_all 50000] 2024-10-17 19:32:46,053 - net: 77.710 (94.006) 2024-10-17 19:32:58,454 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40408] [top5_cnt 47693] [top_all 50000] 2024-10-17 19:32:58,455 - net_E: 80.816 (95.386) 2024-10-17 19:32:58,574 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 19:32:58,574 - ==> Total time: 2 days, 4:19:39 Eta: 1 day, 14:50:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:33:13,351 - Train: 57.40% [718100/1251000] [574.0/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.001173] [CE 4.487 (4.141)] [KD 2.937 (2.867)] 2024-10-17 19:33:25,941 - Train: 57.41% [718150/1251000] [574.1/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001173] [CE 3.786 (4.098)] [KD 2.686 (2.892)] 2024-10-17 19:33:37,735 - Train: 57.41% [718200/1251000] [574.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001172] [CE 4.425 (4.137)] [KD 3.239 (2.918)] 2024-10-17 19:33:50,246 - Train: 57.41% [718250/1251000] [574.1/1000.0] [batch_t 0.254 (0.250)] [data_t 0.030] [optim_t 0.224] [lr 0.001172] [CE 4.323 (4.026)] [KD 3.029 (2.848)] 2024-10-17 19:34:03,087 - Train: 57.42% [718300/1251000] [574.2/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001172] [CE 3.972 (4.110)] [KD 2.634 (2.916)] 2024-10-17 19:34:15,221 - Train: 57.42% [718350/1251000] [574.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001172] [CE 3.947 (4.164)] [KD 2.794 (2.907)] 2024-10-17 19:34:27,567 - Train: 57.43% [718400/1251000] [574.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001172] [CE 4.591 (4.192)] [KD 2.959 (2.938)] 2024-10-17 19:34:39,971 - Train: 57.43% [718450/1251000] [574.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001172] [CE 3.748 (4.093)] [KD 2.592 (2.897)] 2024-10-17 19:34:52,101 - Train: 57.43% [718500/1251000] [574.3/1000.0] [batch_t 0.283 (0.242)] [data_t 0.059] [optim_t 0.224] [lr 0.001171] [CE 4.077 (4.197)] [KD 2.870 (2.964)] 2024-10-17 19:35:04,580 - Train: 57.44% [718550/1251000] [574.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001171] [CE 3.654 (4.153)] [KD 2.690 (2.975)] 2024-10-17 19:35:16,788 - Train: 57.44% [718600/1251000] [574.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001171] [CE 3.343 (4.179)] [KD 2.533 (2.958)] 2024-10-17 19:35:29,169 - Train: 57.45% [718650/1251000] [574.5/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001171] [CE 4.045 (4.185)] [KD 2.857 (2.934)] 2024-10-17 19:35:41,506 - Train: 57.45% [718700/1251000] [574.5/1000.0] [batch_t 0.246 (0.247)] [data_t 0.020] [optim_t 0.226] [lr 0.001171] [CE 3.962 (4.063)] [KD 2.561 (2.876)] 2024-10-17 19:35:53,938 - Train: 57.45% [718750/1251000] [574.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001170] [CE 3.814 (4.129)] [KD 2.550 (2.907)] 2024-10-17 19:36:06,187 - Train: 57.46% [718800/1251000] [574.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001170] [CE 4.322 (4.180)] [KD 3.149 (2.978)] 2024-10-17 19:36:18,341 - Train: 57.46% [718850/1251000] [574.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001170] [CE 3.911 (4.215)] [KD 2.756 (2.979)] 2024-10-17 19:36:31,013 - Train: 57.47% [718900/1251000] [574.7/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001170] [CE 4.565 (4.116)] [KD 3.051 (2.897)] 2024-10-17 19:36:43,217 - Train: 57.47% [718950/1251000] [574.7/1000.0] [batch_t 0.291 (0.244)] [data_t 0.009] [optim_t 0.283] [lr 0.001170] [CE 4.151 (4.152)] [KD 2.980 (2.885)] 2024-10-17 19:36:55,702 - Train: 57.47% [719000/1251000] [574.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001170] [CE 3.931 (4.063)] [KD 2.906 (2.842)] 2024-10-17 19:37:08,231 - Train: 57.48% [719050/1251000] [574.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001169] [CE 4.062 (4.176)] [KD 2.920 (2.913)] 2024-10-17 19:37:20,326 - Train: 57.48% [719100/1251000] [574.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001169] [CE 4.254 (4.164)] [KD 2.850 (2.927)] 2024-10-17 19:37:32,624 - Train: 57.49% [719150/1251000] [574.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001169] [CE 3.856 (4.058)] [KD 2.942 (2.891)] 2024-10-17 19:37:44,719 - Train: 57.49% [719200/1251000] [574.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001169] [CE 3.794 (4.116)] [KD 2.750 (2.879)] 2024-10-17 19:37:56,773 - Train: 57.49% [719250/1251000] [574.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001169] [CE 4.532 (4.079)] [KD 3.138 (2.914)] 2024-10-17 19:38:08,720 - Train: 57.50% [719300/1251000] [575.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001168] [CE 4.080 (4.061)] [KD 2.991 (2.929)] 2024-10-17 19:38:26,973 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 38794] [top5_cnt 46981] [top_all 50000] 2024-10-17 19:38:26,974 - net: 77.588 (93.962) 2024-10-17 19:38:39,163 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40404] [top5_cnt 47692] [top_all 50000] 2024-10-17 19:38:39,163 - net_E: 80.808 (95.384) 2024-10-17 19:38:39,323 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 19:38:39,323 - ==> Total time: 2 days, 4:25:19 Eta: 1 day, 14:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:38:49,058 - Train: 57.50% [719350/1251000] [575.0/1000.0] [batch_t 0.233 (0.337)] [data_t 0.009] [optim_t 0.224] [lr 0.001168] [CE 4.254 (4.128)] [KD 3.015 (2.942)] 2024-10-17 19:39:01,284 - Train: 57.51% [719400/1251000] [575.1/1000.0] [batch_t 0.413 (0.244)] [data_t 0.009] [optim_t 0.404] [lr 0.001168] [CE 3.610 (4.121)] [KD 2.722 (2.926)] 2024-10-17 19:39:13,739 - Train: 57.51% [719450/1251000] [575.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.001168] [CE 3.964 (4.105)] [KD 2.815 (2.934)] 2024-10-17 19:39:25,518 - Train: 57.51% [719500/1251000] [575.1/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001168] [CE 4.138 (4.116)] [KD 2.867 (2.895)] 2024-10-17 19:39:37,501 - Train: 57.52% [719550/1251000] [575.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001168] [CE 4.073 (4.128)] [KD 3.007 (2.905)] 2024-10-17 19:39:49,592 - Train: 57.52% [719600/1251000] [575.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001167] [CE 3.871 (4.063)] [KD 2.807 (2.855)] 2024-10-17 19:40:01,778 - Train: 57.53% [719650/1251000] [575.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001167] [CE 4.433 (4.115)] [KD 3.007 (2.889)] 2024-10-17 19:40:13,616 - Train: 57.53% [719700/1251000] [575.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001167] [CE 3.731 (4.076)] [KD 2.833 (2.859)] 2024-10-17 19:40:25,804 - Train: 57.53% [719750/1251000] [575.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001167] [CE 4.642 (4.059)] [KD 3.088 (2.873)] 2024-10-17 19:40:37,845 - Train: 57.54% [719800/1251000] [575.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001167] [CE 4.184 (4.110)] [KD 3.062 (2.865)] 2024-10-17 19:40:50,000 - Train: 57.54% [719850/1251000] [575.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001166] [CE 4.381 (4.146)] [KD 2.857 (2.893)] 2024-10-17 19:41:02,002 - Train: 57.55% [719900/1251000] [575.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001166] [CE 3.737 (4.091)] [KD 2.616 (2.918)] 2024-10-17 19:41:14,060 - Train: 57.55% [719950/1251000] [575.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001166] [CE 3.997 (4.139)] [KD 2.803 (2.946)] 2024-10-17 19:41:26,073 - Train: 57.55% [720000/1251000] [575.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001166] [CE 3.826 (4.137)] [KD 2.722 (2.911)] 2024-10-17 19:41:38,378 - Train: 57.56% [720050/1251000] [575.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001166] [CE 4.121 (4.150)] [KD 2.882 (2.981)] 2024-10-17 19:41:50,345 - Train: 57.56% [720100/1251000] [575.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001166] [CE 4.711 (4.207)] [KD 3.290 (2.972)] 2024-10-17 19:42:02,387 - Train: 57.57% [720150/1251000] [575.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001165] [CE 4.055 (4.108)] [KD 3.033 (2.917)] 2024-10-17 19:42:14,578 - Train: 57.57% [720200/1251000] [575.7/1000.0] [batch_t 0.363 (0.244)] [data_t 0.009] [optim_t 0.354] [lr 0.001165] [CE 4.350 (4.200)] [KD 3.083 (2.971)] 2024-10-17 19:42:26,862 - Train: 57.57% [720250/1251000] [575.7/1000.0] [batch_t 0.463 (0.246)] [data_t 0.009] [optim_t 0.454] [lr 0.001165] [CE 4.114 (4.190)] [KD 2.904 (2.950)] 2024-10-17 19:42:38,804 - Train: 57.58% [720300/1251000] [575.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001165] [CE 4.454 (4.163)] [KD 3.348 (2.944)] 2024-10-17 19:42:50,972 - Train: 57.58% [720350/1251000] [575.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001165] [CE 3.771 (4.096)] [KD 2.841 (2.884)] 2024-10-17 19:43:03,159 - Train: 57.59% [720400/1251000] [575.9/1000.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.001164] [CE 4.210 (4.156)] [KD 3.234 (2.945)] 2024-10-17 19:43:15,221 - Train: 57.59% [720450/1251000] [575.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001164] [CE 4.343 (4.202)] [KD 2.915 (2.976)] 2024-10-17 19:43:27,290 - Train: 57.59% [720500/1251000] [575.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001164] [CE 4.187 (4.179)] [KD 3.054 (2.964)] 2024-10-17 19:43:39,404 - Train: 57.60% [720550/1251000] [576.0/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001164] [CE 4.002 (4.153)] [KD 2.812 (2.948)] 2024-10-17 19:43:57,875 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 38738] [top5_cnt 47037] [top_all 50000] 2024-10-17 19:43:57,876 - net: 77.476 (94.074) 2024-10-17 19:44:10,226 - Test (net_E): 100.00% [50/50] [batch_t 0.082 (0.240)] [top1_cnt 40384] [top5_cnt 47703] [top_all 50000] 2024-10-17 19:44:10,227 - net_E: 80.768 (95.406) 2024-10-17 19:44:10,365 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 19:44:10,365 - ==> Total time: 2 days, 4:30:50 Eta: 1 day, 14:39:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:44:20,193 - Train: 57.60% [720600/1251000] [576.0/1000.0] [batch_t 0.241 (0.353)] [data_t 0.009] [optim_t 0.232] [lr 0.001164] [CE 3.836 (4.127)] [KD 2.782 (2.907)] 2024-10-17 19:44:32,705 - Train: 57.61% [720650/1251000] [576.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001164] [CE 4.043 (4.143)] [KD 2.759 (2.930)] 2024-10-17 19:44:44,945 - Train: 57.61% [720700/1251000] [576.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001163] [CE 3.837 (4.071)] [KD 2.851 (2.883)] 2024-10-17 19:44:57,175 - Train: 57.61% [720750/1251000] [576.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001163] [CE 4.235 (4.192)] [KD 2.932 (2.936)] 2024-10-17 19:45:09,301 - Train: 57.62% [720800/1251000] [576.2/1000.0] [batch_t 0.260 (0.242)] [data_t 0.034] [optim_t 0.226] [lr 0.001163] [CE 4.063 (4.120)] [KD 2.935 (2.901)] 2024-10-17 19:45:21,685 - Train: 57.62% [720850/1251000] [576.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001163] [CE 3.784 (4.170)] [KD 2.714 (2.921)] 2024-10-17 19:45:34,077 - Train: 57.63% [720900/1251000] [576.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001163] [CE 3.884 (4.096)] [KD 2.768 (2.891)] 2024-10-17 19:45:46,293 - Train: 57.63% [720950/1251000] [576.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001162] [CE 3.965 (4.106)] [KD 2.758 (2.928)] 2024-10-17 19:45:58,379 - Train: 57.63% [721000/1251000] [576.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001162] [CE 4.974 (4.139)] [KD 3.143 (2.895)] 2024-10-17 19:46:10,647 - Train: 57.64% [721050/1251000] [576.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001162] [CE 4.219 (4.086)] [KD 3.065 (2.892)] 2024-10-17 19:46:22,655 - Train: 57.64% [721100/1251000] [576.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001162] [CE 4.040 (4.059)] [KD 2.813 (2.855)] 2024-10-17 19:46:34,905 - Train: 57.65% [721150/1251000] [576.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001162] [CE 3.799 (4.183)] [KD 2.628 (2.944)] 2024-10-17 19:46:47,084 - Train: 57.65% [721200/1251000] [576.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001162] [CE 3.670 (4.147)] [KD 2.754 (2.897)] 2024-10-17 19:46:59,554 - Train: 57.65% [721250/1251000] [576.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001161] [CE 4.554 (4.159)] [KD 3.140 (2.995)] 2024-10-17 19:47:12,160 - Train: 57.66% [721300/1251000] [576.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001161] [CE 4.252 (4.081)] [KD 2.947 (2.910)] 2024-10-17 19:47:24,527 - Train: 57.66% [721350/1251000] [576.6/1000.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.001161] [CE 3.899 (4.129)] [KD 2.801 (2.953)] 2024-10-17 19:47:36,986 - Train: 57.67% [721400/1251000] [576.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001161] [CE 4.003 (4.122)] [KD 2.926 (2.924)] 2024-10-17 19:47:49,195 - Train: 57.67% [721450/1251000] [576.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001161] [CE 4.101 (4.116)] [KD 3.007 (2.928)] 2024-10-17 19:48:01,371 - Train: 57.67% [721500/1251000] [576.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001160] [CE 4.545 (4.165)] [KD 3.007 (2.926)] 2024-10-17 19:48:13,378 - Train: 57.68% [721550/1251000] [576.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001160] [CE 3.960 (4.099)] [KD 2.889 (2.906)] 2024-10-17 19:48:25,734 - Train: 57.68% [721600/1251000] [576.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001160] [CE 3.867 (4.132)] [KD 2.811 (2.923)] 2024-10-17 19:48:37,872 - Train: 57.69% [721650/1251000] [576.9/1000.0] [batch_t 0.247 (0.243)] [data_t 0.024] [optim_t 0.223] [lr 0.001160] [CE 3.754 (4.142)] [KD 2.697 (2.884)] 2024-10-17 19:48:50,092 - Train: 57.69% [721700/1251000] [576.9/1000.0] [batch_t 0.254 (0.244)] [data_t 0.028] [optim_t 0.225] [lr 0.001160] [CE 4.239 (4.160)] [KD 2.733 (2.920)] 2024-10-17 19:49:02,502 - Train: 57.69% [721750/1251000] [576.9/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.001160] [CE 3.969 (4.198)] [KD 3.088 (2.952)] 2024-10-17 19:49:14,786 - Train: 57.70% [721800/1251000] [577.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001159] [CE 4.253 (4.056)] [KD 2.882 (2.922)] 2024-10-17 19:49:33,682 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38803] [top5_cnt 46999] [top_all 50000] 2024-10-17 19:49:33,683 - net: 77.606 (93.998) 2024-10-17 19:49:46,054 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40378] [top5_cnt 47716] [top_all 50000] 2024-10-17 19:49:46,055 - net_E: 80.756 (95.432) 2024-10-17 19:49:46,194 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 19:49:46,195 - ==> Total time: 2 days, 4:36:26 Eta: 1 day, 14:33:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:49:55,783 - Train: 57.70% [721850/1251000] [577.0/1000.0] [batch_t 0.237 (0.358)] [data_t 0.009] [optim_t 0.228] [lr 0.001159] [CE 4.234 (4.141)] [KD 2.835 (2.883)] 2024-10-17 19:50:07,848 - Train: 57.71% [721900/1251000] [577.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001159] [CE 3.653 (4.158)] [KD 2.657 (2.929)] 2024-10-17 19:50:20,268 - Train: 57.71% [721950/1251000] [577.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001159] [CE 4.350 (4.085)] [KD 2.904 (2.897)] 2024-10-17 19:50:32,502 - Train: 57.71% [722000/1251000] [577.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001159] [CE 3.706 (4.119)] [KD 2.691 (2.883)] 2024-10-17 19:50:44,291 - Train: 57.72% [722050/1251000] [577.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001158] [CE 4.085 (4.101)] [KD 2.971 (2.889)] 2024-10-17 19:50:56,711 - Train: 57.72% [722100/1251000] [577.2/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001158] [CE 4.575 (4.131)] [KD 3.127 (2.914)] 2024-10-17 19:51:08,735 - Train: 57.73% [722150/1251000] [577.3/1000.0] [batch_t 0.386 (0.240)] [data_t 0.009] [optim_t 0.378] [lr 0.001158] [CE 4.155 (4.110)] [KD 2.826 (2.880)] 2024-10-17 19:51:21,013 - Train: 57.73% [722200/1251000] [577.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001158] [CE 4.272 (4.121)] [KD 2.931 (2.882)] 2024-10-17 19:51:33,476 - Train: 57.73% [722250/1251000] [577.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.001158] [CE 4.148 (4.225)] [KD 2.991 (2.946)] 2024-10-17 19:51:45,630 - Train: 57.74% [722300/1251000] [577.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001158] [CE 4.189 (4.060)] [KD 3.018 (2.887)] 2024-10-17 19:51:57,867 - Train: 57.74% [722350/1251000] [577.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001157] [CE 4.762 (4.198)] [KD 3.292 (2.965)] 2024-10-17 19:52:10,190 - Train: 57.75% [722400/1251000] [577.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001157] [CE 4.562 (4.142)] [KD 3.023 (2.881)] 2024-10-17 19:52:22,620 - Train: 57.75% [722450/1251000] [577.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001157] [CE 4.309 (4.084)] [KD 2.977 (2.891)] 2024-10-17 19:52:34,690 - Train: 57.75% [722500/1251000] [577.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001157] [CE 3.869 (4.153)] [KD 2.811 (2.893)] 2024-10-17 19:52:46,956 - Train: 57.76% [722550/1251000] [577.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001157] [CE 4.392 (4.150)] [KD 3.322 (2.979)] 2024-10-17 19:52:59,111 - Train: 57.76% [722600/1251000] [577.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001156] [CE 4.453 (4.171)] [KD 3.056 (2.935)] 2024-10-17 19:53:11,321 - Train: 57.77% [722650/1251000] [577.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001156] [CE 3.813 (4.097)] [KD 2.629 (2.917)] 2024-10-17 19:53:23,286 - Train: 57.77% [722700/1251000] [577.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001156] [CE 3.971 (4.098)] [KD 2.746 (2.887)] 2024-10-17 19:53:35,357 - Train: 57.77% [722750/1251000] [577.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001156] [CE 4.520 (4.120)] [KD 3.066 (2.924)] 2024-10-17 19:53:47,352 - Train: 57.78% [722800/1251000] [577.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001156] [CE 4.121 (4.122)] [KD 2.718 (2.879)] 2024-10-17 19:53:59,616 - Train: 57.78% [722850/1251000] [577.8/1000.0] [batch_t 0.311 (0.245)] [data_t 0.009] [optim_t 0.302] [lr 0.001156] [CE 4.235 (4.092)] [KD 2.828 (2.898)] 2024-10-17 19:54:11,780 - Train: 57.79% [722900/1251000] [577.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.001155] [CE 4.173 (4.091)] [KD 3.040 (2.873)] 2024-10-17 19:54:23,901 - Train: 57.79% [722950/1251000] [577.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001155] [CE 3.951 (4.155)] [KD 2.837 (2.983)] 2024-10-17 19:54:36,013 - Train: 57.79% [723000/1251000] [577.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001155] [CE 4.230 (4.153)] [KD 2.956 (2.956)] 2024-10-17 19:54:47,942 - Train: 57.80% [723050/1251000] [578.0/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001155] [CE 4.546 (4.111)] [KD 2.873 (2.913)] 2024-10-17 19:55:06,933 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38828] [top5_cnt 47028] [top_all 50000] 2024-10-17 19:55:06,933 - net: 77.656 (94.056) 2024-10-17 19:55:19,426 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40389] [top5_cnt 47704] [top_all 50000] 2024-10-17 19:55:19,427 - net_E: 80.778 (95.408) 2024-10-17 19:55:19,560 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 19:55:19,560 - ==> Total time: 2 days, 4:42:00 Eta: 1 day, 14:28:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 19:55:29,158 - Train: 57.80% [723100/1251000] [578.0/1000.0] [batch_t 0.233 (0.381)] [data_t 0.009] [optim_t 0.224] [lr 0.001155] [CE 3.997 (4.128)] [KD 2.812 (2.892)] 2024-10-17 19:55:41,063 - Train: 57.81% [723150/1251000] [578.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001154] [CE 4.029 (4.019)] [KD 2.993 (2.815)] 2024-10-17 19:55:53,089 - Train: 57.81% [723200/1251000] [578.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001154] [CE 4.350 (4.163)] [KD 2.905 (2.907)] 2024-10-17 19:56:05,685 - Train: 57.81% [723250/1251000] [578.1/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001154] [CE 3.517 (4.065)] [KD 2.653 (2.866)] 2024-10-17 19:56:17,400 - Train: 57.82% [723300/1251000] [578.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.001154] [CE 4.097 (4.124)] [KD 2.847 (2.886)] 2024-10-17 19:56:29,116 - Train: 57.82% [723350/1251000] [578.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.001154] [CE 3.792 (4.043)] [KD 2.874 (2.859)] 2024-10-17 19:56:41,342 - Train: 57.83% [723400/1251000] [578.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001154] [CE 4.270 (4.117)] [KD 2.851 (2.896)] 2024-10-17 19:56:53,489 - Train: 57.83% [723450/1251000] [578.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001153] [CE 3.826 (4.137)] [KD 2.833 (2.892)] 2024-10-17 19:57:05,236 - Train: 57.83% [723500/1251000] [578.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001153] [CE 4.561 (4.114)] [KD 3.117 (2.860)] 2024-10-17 19:57:17,265 - Train: 57.84% [723550/1251000] [578.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001153] [CE 4.346 (4.078)] [KD 3.102 (2.890)] 2024-10-17 19:57:29,340 - Train: 57.84% [723600/1251000] [578.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001153] [CE 3.841 (4.151)] [KD 2.800 (2.906)] 2024-10-17 19:57:41,347 - Train: 57.85% [723650/1251000] [578.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.001153] [CE 4.584 (4.152)] [KD 3.094 (2.922)] 2024-10-17 19:57:53,378 - Train: 57.85% [723700/1251000] [578.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001152] [CE 4.223 (4.102)] [KD 2.773 (2.896)] 2024-10-17 19:58:05,152 - Train: 57.85% [723750/1251000] [578.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001152] [CE 4.447 (4.154)] [KD 3.040 (2.904)] 2024-10-17 19:58:17,419 - Train: 57.86% [723800/1251000] [578.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001152] [CE 4.091 (4.094)] [KD 2.760 (2.911)] 2024-10-17 19:58:29,643 - Train: 57.86% [723850/1251000] [578.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001152] [CE 3.659 (4.138)] [KD 2.670 (2.930)] 2024-10-17 19:58:41,615 - Train: 57.87% [723900/1251000] [578.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001152] [CE 3.966 (4.107)] [KD 2.729 (2.901)] 2024-10-17 19:58:53,429 - Train: 57.87% [723950/1251000] [578.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001152] [CE 4.304 (4.103)] [KD 2.971 (2.857)] 2024-10-17 19:59:05,744 - Train: 57.87% [724000/1251000] [578.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001151] [CE 4.197 (4.138)] [KD 3.031 (2.958)] 2024-10-17 19:59:17,871 - Train: 57.88% [724050/1251000] [578.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001151] [CE 4.034 (4.102)] [KD 2.926 (2.910)] 2024-10-17 19:59:29,772 - Train: 57.88% [724100/1251000] [578.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001151] [CE 4.450 (4.144)] [KD 3.205 (2.898)] 2024-10-17 19:59:41,595 - Train: 57.89% [724150/1251000] [578.9/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001151] [CE 3.720 (4.096)] [KD 2.706 (2.900)] 2024-10-17 19:59:53,689 - Train: 57.89% [724200/1251000] [578.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001151] [CE 4.012 (4.092)] [KD 2.905 (2.863)] 2024-10-17 20:00:05,717 - Train: 57.89% [724250/1251000] [578.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001151] [CE 3.867 (4.112)] [KD 2.645 (2.902)] 2024-10-17 20:00:17,702 - Train: 57.90% [724300/1251000] [579.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001150] [CE 3.641 (4.162)] [KD 2.487 (2.926)] 2024-10-17 20:00:37,150 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.245)] [top1_cnt 38958] [top5_cnt 46987] [top_all 50000] 2024-10-17 20:00:37,150 - net: 77.916 (93.974) 2024-10-17 20:00:49,761 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40372] [top5_cnt 47686] [top_all 50000] 2024-10-17 20:00:49,762 - net_E: 80.744 (95.372) 2024-10-17 20:00:49,894 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:00:49,894 - ==> Total time: 2 days, 4:47:30 Eta: 1 day, 14:23:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:00:58,957 - Train: 57.90% [724350/1251000] [579.0/1000.0] [batch_t 0.240 (0.359)] [data_t 0.009] [optim_t 0.231] [lr 0.001150] [CE 4.401 (4.188)] [KD 2.978 (2.893)] 2024-10-17 20:01:11,256 - Train: 57.91% [724400/1251000] [579.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001150] [CE 4.367 (4.103)] [KD 2.987 (2.885)] 2024-10-17 20:01:23,415 - Train: 57.91% [724450/1251000] [579.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001150] [CE 3.982 (4.111)] [KD 2.648 (2.844)] 2024-10-17 20:01:36,023 - Train: 57.91% [724500/1251000] [579.1/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001150] [CE 4.413 (4.102)] [KD 3.005 (2.904)] 2024-10-17 20:01:47,828 - Train: 57.92% [724550/1251000] [579.2/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.001149] [CE 3.975 (4.060)] [KD 2.859 (2.862)] 2024-10-17 20:01:59,722 - Train: 57.92% [724600/1251000] [579.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001149] [CE 4.626 (4.155)] [KD 3.180 (2.865)] 2024-10-17 20:02:11,899 - Train: 57.93% [724650/1251000] [579.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001149] [CE 4.096 (4.115)] [KD 2.839 (2.842)] 2024-10-17 20:02:24,142 - Train: 57.93% [724700/1251000] [579.3/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.001149] [CE 4.327 (4.139)] [KD 3.221 (2.899)] 2024-10-17 20:02:36,300 - Train: 57.93% [724750/1251000] [579.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001149] [CE 4.028 (4.117)] [KD 2.956 (2.865)] 2024-10-17 20:02:48,758 - Train: 57.94% [724800/1251000] [579.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001149] [CE 4.429 (4.183)] [KD 2.930 (2.958)] 2024-10-17 20:03:00,697 - Train: 57.94% [724850/1251000] [579.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001148] [CE 4.331 (4.073)] [KD 3.160 (2.855)] 2024-10-17 20:03:12,848 - Train: 57.95% [724900/1251000] [579.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001148] [CE 3.391 (4.138)] [KD 2.419 (2.873)] 2024-10-17 20:03:25,248 - Train: 57.95% [724950/1251000] [579.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001148] [CE 4.026 (4.103)] [KD 2.933 (2.909)] 2024-10-17 20:03:37,646 - Train: 57.95% [725000/1251000] [579.5/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.240] [lr 0.001148] [CE 4.741 (4.194)] [KD 3.318 (2.912)] 2024-10-17 20:03:49,991 - Train: 57.96% [725050/1251000] [579.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001148] [CE 4.074 (4.122)] [KD 2.893 (2.874)] 2024-10-17 20:04:02,448 - Train: 57.96% [725100/1251000] [579.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001147] [CE 3.726 (4.174)] [KD 2.872 (2.914)] 2024-10-17 20:04:14,494 - Train: 57.97% [725150/1251000] [579.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001147] [CE 4.316 (4.114)] [KD 2.853 (2.888)] 2024-10-17 20:04:26,793 - Train: 57.97% [725200/1251000] [579.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001147] [CE 4.486 (4.137)] [KD 2.811 (2.876)] 2024-10-17 20:04:39,068 - Train: 57.97% [725250/1251000] [579.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001147] [CE 4.394 (4.134)] [KD 3.007 (2.916)] 2024-10-17 20:04:50,967 - Train: 57.98% [725300/1251000] [579.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001147] [CE 3.945 (4.095)] [KD 2.933 (2.910)] 2024-10-17 20:05:03,263 - Train: 57.98% [725350/1251000] [579.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001147] [CE 4.544 (4.194)] [KD 3.181 (2.955)] 2024-10-17 20:05:15,357 - Train: 57.99% [725400/1251000] [579.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001146] [CE 3.563 (4.114)] [KD 2.742 (2.885)] 2024-10-17 20:05:27,929 - Train: 57.99% [725450/1251000] [579.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001146] [CE 3.906 (4.016)] [KD 2.751 (2.838)] 2024-10-17 20:05:39,830 - Train: 57.99% [725500/1251000] [579.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001146] [CE 3.681 (4.142)] [KD 2.719 (2.870)] 2024-10-17 20:05:52,128 - Train: 58.00% [725550/1251000] [580.0/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001146] [CE 3.317 (4.077)] [KD 2.609 (2.896)] 2024-10-17 20:06:11,467 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 38638] [top5_cnt 46951] [top_all 50000] 2024-10-17 20:06:11,467 - net: 77.276 (93.902) 2024-10-17 20:06:23,683 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40358] [top5_cnt 47691] [top_all 50000] 2024-10-17 20:06:23,684 - net_E: 80.716 (95.382) 2024-10-17 20:06:23,828 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:06:23,828 - ==> Total time: 2 days, 4:53:04 Eta: 1 day, 14:17:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:06:32,591 - Train: 58.00% [725600/1251000] [580.0/1000.0] [batch_t 0.235 (0.376)] [data_t 0.009] [optim_t 0.226] [lr 0.001146] [CE 4.383 (4.094)] [KD 3.106 (2.891)] 2024-10-17 20:06:44,519 - Train: 58.01% [725650/1251000] [580.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001145] [CE 4.346 (4.100)] [KD 2.965 (2.893)] 2024-10-17 20:06:57,274 - Train: 58.01% [725700/1251000] [580.1/1000.0] [batch_t 0.405 (0.255)] [data_t 0.009] [optim_t 0.397] [lr 0.001145] [CE 4.076 (4.177)] [KD 2.888 (2.925)] 2024-10-17 20:07:09,183 - Train: 58.01% [725750/1251000] [580.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001145] [CE 4.505 (4.088)] [KD 3.028 (2.880)] 2024-10-17 20:07:20,935 - Train: 58.02% [725800/1251000] [580.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001145] [CE 3.638 (4.072)] [KD 2.776 (2.880)] 2024-10-17 20:07:33,111 - Train: 58.02% [725850/1251000] [580.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001145] [CE 4.180 (4.120)] [KD 2.985 (2.872)] 2024-10-17 20:07:45,174 - Train: 58.03% [725900/1251000] [580.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001145] [CE 4.669 (4.155)] [KD 3.314 (2.924)] 2024-10-17 20:07:57,250 - Train: 58.03% [725950/1251000] [580.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001144] [CE 3.802 (4.079)] [KD 2.777 (2.844)] 2024-10-17 20:08:09,211 - Train: 58.03% [726000/1251000] [580.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001144] [CE 4.121 (4.113)] [KD 2.847 (2.877)] 2024-10-17 20:08:21,377 - Train: 58.04% [726050/1251000] [580.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001144] [CE 4.181 (4.111)] [KD 2.801 (2.916)] 2024-10-17 20:08:33,284 - Train: 58.04% [726100/1251000] [580.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001144] [CE 3.883 (4.112)] [KD 2.743 (2.879)] 2024-10-17 20:08:45,399 - Train: 58.05% [726150/1251000] [580.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001144] [CE 4.036 (4.122)] [KD 2.899 (2.853)] 2024-10-17 20:08:57,199 - Train: 58.05% [726200/1251000] [580.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001143] [CE 3.683 (4.101)] [KD 2.739 (2.887)] 2024-10-17 20:09:09,271 - Train: 58.05% [726250/1251000] [580.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001143] [CE 4.043 (4.126)] [KD 2.793 (2.911)] 2024-10-17 20:09:21,430 - Train: 58.06% [726300/1251000] [580.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001143] [CE 4.674 (4.111)] [KD 3.041 (2.867)] 2024-10-17 20:09:33,603 - Train: 58.06% [726350/1251000] [580.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001143] [CE 4.038 (4.119)] [KD 2.613 (2.897)] 2024-10-17 20:09:45,344 - Train: 58.07% [726400/1251000] [580.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001143] [CE 4.496 (4.082)] [KD 3.019 (2.865)] 2024-10-17 20:09:57,336 - Train: 58.07% [726450/1251000] [580.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001143] [CE 4.342 (4.103)] [KD 3.109 (2.896)] 2024-10-17 20:10:09,440 - Train: 58.07% [726500/1251000] [580.7/1000.0] [batch_t 0.396 (0.242)] [data_t 0.009] [optim_t 0.387] [lr 0.001142] [CE 4.073 (4.163)] [KD 2.975 (2.933)] 2024-10-17 20:10:21,405 - Train: 58.08% [726550/1251000] [580.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001142] [CE 4.010 (4.139)] [KD 2.864 (2.831)] 2024-10-17 20:10:33,549 - Train: 58.08% [726600/1251000] [580.8/1000.0] [batch_t 0.300 (0.243)] [data_t 0.078] [optim_t 0.222] [lr 0.001142] [CE 3.828 (4.132)] [KD 2.763 (2.926)] 2024-10-17 20:10:45,605 - Train: 58.09% [726650/1251000] [580.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001142] [CE 3.917 (4.123)] [KD 2.587 (2.941)] 2024-10-17 20:10:57,566 - Train: 58.09% [726700/1251000] [580.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001142] [CE 4.021 (4.147)] [KD 2.681 (2.924)] 2024-10-17 20:11:09,784 - Train: 58.09% [726750/1251000] [580.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001141] [CE 3.876 (4.151)] [KD 2.865 (2.916)] 2024-10-17 20:11:21,760 - Train: 58.10% [726800/1251000] [581.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001141] [CE 3.624 (4.100)] [KD 2.535 (2.875)] 2024-10-17 20:11:41,549 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39019] [top5_cnt 47145] [top_all 50000] 2024-10-17 20:11:41,549 - net: 78.038 (94.290) 2024-10-17 20:11:54,037 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40399] [top5_cnt 47691] [top_all 50000] 2024-10-17 20:11:54,037 - net_E: 80.798 (95.382) 2024-10-17 20:11:54,167 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:11:54,167 - ==> Total time: 2 days, 4:58:34 Eta: 1 day, 14:12:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:12:02,892 - Train: 58.10% [726850/1251000] [581.0/1000.0] [batch_t 0.235 (0.389)] [data_t 0.009] [optim_t 0.227] [lr 0.001141] [CE 3.829 (4.165)] [KD 2.738 (2.856)] 2024-10-17 20:12:14,946 - Train: 58.11% [726900/1251000] [581.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001141] [CE 3.353 (4.101)] [KD 2.479 (2.865)] 2024-10-17 20:12:27,222 - Train: 58.11% [726950/1251000] [581.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001141] [CE 3.895 (4.106)] [KD 2.696 (2.907)] 2024-10-17 20:12:39,528 - Train: 58.11% [727000/1251000] [581.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001141] [CE 3.992 (4.072)] [KD 2.736 (2.858)] 2024-10-17 20:12:51,486 - Train: 58.12% [727050/1251000] [581.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001140] [CE 4.687 (4.130)] [KD 3.331 (2.857)] 2024-10-17 20:13:03,482 - Train: 58.12% [727100/1251000] [581.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001140] [CE 4.289 (4.132)] [KD 2.920 (2.918)] 2024-10-17 20:13:15,608 - Train: 58.13% [727150/1251000] [581.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001140] [CE 3.746 (4.110)] [KD 2.776 (2.904)] 2024-10-17 20:13:27,561 - Train: 58.13% [727200/1251000] [581.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001140] [CE 4.469 (4.108)] [KD 3.003 (2.902)] 2024-10-17 20:13:39,395 - Train: 58.13% [727250/1251000] [581.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001140] [CE 3.764 (4.172)] [KD 2.794 (2.954)] 2024-10-17 20:13:51,707 - Train: 58.14% [727300/1251000] [581.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001139] [CE 3.839 (4.147)] [KD 2.655 (2.879)] 2024-10-17 20:14:04,134 - Train: 58.14% [727350/1251000] [581.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001139] [CE 4.187 (4.164)] [KD 2.931 (2.934)] 2024-10-17 20:14:16,105 - Train: 58.15% [727400/1251000] [581.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001139] [CE 4.110 (4.120)] [KD 3.085 (2.915)] 2024-10-17 20:14:28,108 - Train: 58.15% [727450/1251000] [581.5/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001139] [CE 3.950 (4.185)] [KD 2.780 (2.923)] 2024-10-17 20:14:40,200 - Train: 58.15% [727500/1251000] [581.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001139] [CE 4.073 (4.146)] [KD 2.892 (2.916)] 2024-10-17 20:14:52,300 - Train: 58.16% [727550/1251000] [581.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001139] [CE 4.288 (4.187)] [KD 2.947 (2.919)] 2024-10-17 20:15:04,563 - Train: 58.16% [727600/1251000] [581.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001138] [CE 3.749 (4.114)] [KD 2.627 (2.919)] 2024-10-17 20:15:16,668 - Train: 58.17% [727650/1251000] [581.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001138] [CE 4.264 (4.140)] [KD 2.979 (2.901)] 2024-10-17 20:15:28,835 - Train: 58.17% [727700/1251000] [581.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001138] [CE 4.611 (4.101)] [KD 3.251 (2.908)] 2024-10-17 20:15:41,088 - Train: 58.17% [727750/1251000] [581.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001138] [CE 4.145 (4.149)] [KD 2.794 (2.930)] 2024-10-17 20:15:53,059 - Train: 58.18% [727800/1251000] [581.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001138] [CE 4.516 (4.186)] [KD 2.993 (2.937)] 2024-10-17 20:16:04,923 - Train: 58.18% [727850/1251000] [581.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001138] [CE 4.514 (4.184)] [KD 2.853 (2.899)] 2024-10-17 20:16:17,312 - Train: 58.19% [727900/1251000] [581.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001137] [CE 4.356 (4.183)] [KD 3.203 (2.984)] 2024-10-17 20:16:29,587 - Train: 58.19% [727950/1251000] [581.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001137] [CE 4.267 (4.153)] [KD 2.906 (2.932)] 2024-10-17 20:16:41,861 - Train: 58.19% [728000/1251000] [581.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001137] [CE 4.391 (4.143)] [KD 2.717 (2.931)] 2024-10-17 20:16:53,929 - Train: 58.20% [728050/1251000] [582.0/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001137] [CE 4.417 (4.126)] [KD 3.238 (2.931)] 2024-10-17 20:17:14,064 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 38967] [top5_cnt 47030] [top_all 50000] 2024-10-17 20:17:14,065 - net: 77.934 (94.060) 2024-10-17 20:17:26,407 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40384] [top5_cnt 47700] [top_all 50000] 2024-10-17 20:17:26,407 - net_E: 80.768 (95.400) 2024-10-17 20:17:26,535 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:17:26,535 - ==> Total time: 2 days, 5:04:07 Eta: 1 day, 14:06:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:17:34,737 - Train: 58.20% [728100/1251000] [582.0/1000.0] [batch_t 0.235 (0.376)] [data_t 0.009] [optim_t 0.227] [lr 0.001137] [CE 3.871 (4.075)] [KD 2.802 (2.898)] 2024-10-17 20:17:46,550 - Train: 58.21% [728150/1251000] [582.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001136] [CE 4.141 (4.097)] [KD 2.890 (2.873)] 2024-10-17 20:17:59,272 - Train: 58.21% [728200/1251000] [582.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001136] [CE 3.511 (4.180)] [KD 2.701 (2.881)] 2024-10-17 20:18:11,059 - Train: 58.21% [728250/1251000] [582.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001136] [CE 4.474 (4.167)] [KD 2.993 (2.892)] 2024-10-17 20:18:23,209 - Train: 58.22% [728300/1251000] [582.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001136] [CE 3.985 (4.068)] [KD 2.913 (2.878)] 2024-10-17 20:18:35,226 - Train: 58.22% [728350/1251000] [582.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001136] [CE 4.432 (4.106)] [KD 3.087 (2.869)] 2024-10-17 20:18:47,356 - Train: 58.23% [728400/1251000] [582.3/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001136] [CE 4.378 (4.183)] [KD 3.137 (2.953)] 2024-10-17 20:18:59,183 - Train: 58.23% [728450/1251000] [582.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001135] [CE 4.325 (4.141)] [KD 3.025 (2.884)] 2024-10-17 20:19:11,308 - Train: 58.23% [728500/1251000] [582.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001135] [CE 4.102 (4.108)] [KD 2.905 (2.874)] 2024-10-17 20:19:23,122 - Train: 58.24% [728550/1251000] [582.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001135] [CE 4.406 (4.072)] [KD 3.190 (2.838)] 2024-10-17 20:19:35,267 - Train: 58.24% [728600/1251000] [582.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001135] [CE 3.593 (4.200)] [KD 2.740 (2.960)] 2024-10-17 20:19:47,159 - Train: 58.25% [728650/1251000] [582.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001135] [CE 3.951 (4.170)] [KD 2.806 (2.902)] 2024-10-17 20:19:59,110 - Train: 58.25% [728700/1251000] [582.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001134] [CE 3.995 (4.185)] [KD 2.909 (2.913)] 2024-10-17 20:20:10,800 - Train: 58.25% [728750/1251000] [582.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.001134] [CE 4.166 (4.083)] [KD 3.023 (2.886)] 2024-10-17 20:20:22,875 - Train: 58.26% [728800/1251000] [582.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001134] [CE 4.538 (4.156)] [KD 3.134 (2.954)] 2024-10-17 20:20:34,938 - Train: 58.26% [728850/1251000] [582.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001134] [CE 4.140 (4.122)] [KD 2.760 (2.910)] 2024-10-17 20:20:46,863 - Train: 58.27% [728900/1251000] [582.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001134] [CE 3.579 (4.091)] [KD 2.387 (2.876)] 2024-10-17 20:20:59,368 - Train: 58.27% [728950/1251000] [582.7/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001134] [CE 4.147 (4.062)] [KD 2.803 (2.879)] 2024-10-17 20:21:11,640 - Train: 58.27% [729000/1251000] [582.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001133] [CE 3.905 (4.115)] [KD 2.766 (2.884)] 2024-10-17 20:21:23,452 - Train: 58.28% [729050/1251000] [582.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001133] [CE 3.951 (4.105)] [KD 2.917 (2.867)] 2024-10-17 20:21:35,433 - Train: 58.28% [729100/1251000] [582.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001133] [CE 4.160 (4.106)] [KD 2.707 (2.854)] 2024-10-17 20:21:47,833 - Train: 58.29% [729150/1251000] [582.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001133] [CE 4.345 (4.120)] [KD 3.041 (2.864)] 2024-10-17 20:22:00,069 - Train: 58.29% [729200/1251000] [582.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001133] [CE 4.238 (4.141)] [KD 3.000 (2.898)] 2024-10-17 20:22:11,911 - Train: 58.29% [729250/1251000] [582.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001132] [CE 4.478 (4.076)] [KD 3.084 (2.931)] 2024-10-17 20:22:23,900 - Train: 58.30% [729300/1251000] [583.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001132] [CE 3.848 (4.116)] [KD 2.678 (2.897)] 2024-10-17 20:22:43,895 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 38886] [top5_cnt 46955] [top_all 50000] 2024-10-17 20:22:43,895 - net: 77.772 (93.910) 2024-10-17 20:22:56,487 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40378] [top5_cnt 47689] [top_all 50000] 2024-10-17 20:22:56,488 - net_E: 80.756 (95.378) 2024-10-17 20:22:56,623 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:22:56,624 - ==> Total time: 2 days, 5:09:37 Eta: 1 day, 14:01:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:23:04,797 - Train: 58.30% [729350/1251000] [583.0/1000.0] [batch_t 0.233 (0.402)] [data_t 0.009] [optim_t 0.225] [lr 0.001132] [CE 4.567 (4.104)] [KD 3.073 (2.889)] 2024-10-17 20:23:16,985 - Train: 58.31% [729400/1251000] [583.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001132] [CE 3.988 (4.126)] [KD 2.764 (2.834)] 2024-10-17 20:23:29,428 - Train: 58.31% [729450/1251000] [583.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001132] [CE 4.114 (4.142)] [KD 2.969 (2.897)] 2024-10-17 20:23:41,204 - Train: 58.31% [729500/1251000] [583.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001132] [CE 3.666 (4.180)] [KD 2.598 (2.897)] 2024-10-17 20:23:53,493 - Train: 58.32% [729550/1251000] [583.2/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001131] [CE 4.426 (4.127)] [KD 2.953 (2.862)] 2024-10-17 20:24:05,603 - Train: 58.32% [729600/1251000] [583.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001131] [CE 4.077 (4.094)] [KD 2.818 (2.888)] 2024-10-17 20:24:17,624 - Train: 58.33% [729650/1251000] [583.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001131] [CE 4.378 (4.211)] [KD 3.036 (2.895)] 2024-10-17 20:24:29,382 - Train: 58.33% [729700/1251000] [583.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001131] [CE 3.867 (4.117)] [KD 2.483 (2.914)] 2024-10-17 20:24:41,381 - Train: 58.33% [729750/1251000] [583.3/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.001131] [CE 4.165 (4.069)] [KD 2.933 (2.883)] 2024-10-17 20:24:53,530 - Train: 58.34% [729800/1251000] [583.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001130] [CE 3.799 (4.110)] [KD 2.799 (2.894)] 2024-10-17 20:25:05,623 - Train: 58.34% [729850/1251000] [583.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001130] [CE 4.240 (4.126)] [KD 2.972 (2.905)] 2024-10-17 20:25:17,946 - Train: 58.35% [729900/1251000] [583.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001130] [CE 4.422 (4.167)] [KD 2.877 (2.979)] 2024-10-17 20:25:29,776 - Train: 58.35% [729950/1251000] [583.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001130] [CE 3.951 (4.074)] [KD 2.925 (2.874)] 2024-10-17 20:25:41,642 - Train: 58.35% [730000/1251000] [583.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001130] [CE 4.217 (4.160)] [KD 2.998 (2.929)] 2024-10-17 20:25:53,981 - Train: 58.36% [730050/1251000] [583.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001130] [CE 4.135 (4.116)] [KD 3.050 (2.891)] 2024-10-17 20:26:06,097 - Train: 58.36% [730100/1251000] [583.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001129] [CE 4.110 (4.118)] [KD 2.900 (2.898)] 2024-10-17 20:26:18,561 - Train: 58.37% [730150/1251000] [583.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001129] [CE 3.709 (4.092)] [KD 2.675 (2.908)] 2024-10-17 20:26:30,862 - Train: 58.37% [730200/1251000] [583.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001129] [CE 4.138 (4.147)] [KD 2.819 (2.920)] 2024-10-17 20:26:42,904 - Train: 58.37% [730250/1251000] [583.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001129] [CE 4.278 (4.200)] [KD 2.944 (2.945)] 2024-10-17 20:26:54,854 - Train: 58.38% [730300/1251000] [583.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001129] [CE 3.841 (4.134)] [KD 2.618 (2.863)] 2024-10-17 20:27:07,097 - Train: 58.38% [730350/1251000] [583.8/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001128] [CE 4.268 (4.191)] [KD 3.128 (2.939)] 2024-10-17 20:27:19,464 - Train: 58.39% [730400/1251000] [583.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001128] [CE 3.973 (4.140)] [KD 2.721 (2.901)] 2024-10-17 20:27:31,900 - Train: 58.39% [730450/1251000] [583.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001128] [CE 4.157 (4.100)] [KD 2.978 (2.894)] 2024-10-17 20:27:43,879 - Train: 58.39% [730500/1251000] [583.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001128] [CE 3.915 (4.122)] [KD 2.798 (2.918)] 2024-10-17 20:27:56,076 - Train: 58.40% [730550/1251000] [584.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001128] [CE 3.959 (4.116)] [KD 2.825 (2.865)] 2024-10-17 20:28:16,448 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 38983] [top5_cnt 47063] [top_all 50000] 2024-10-17 20:28:16,449 - net: 77.966 (94.126) 2024-10-17 20:28:28,566 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40394] [top5_cnt 47696] [top_all 50000] 2024-10-17 20:28:28,566 - net_E: 80.788 (95.392) 2024-10-17 20:28:28,708 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:28:28,708 - ==> Total time: 2 days, 5:15:09 Eta: 1 day, 13:56:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:28:36,233 - Train: 58.40% [730600/1251000] [584.0/1000.0] [batch_t 0.245 (0.376)] [data_t 0.009] [optim_t 0.236] [lr 0.001128] [CE 4.349 (4.203)] [KD 2.935 (2.908)] 2024-10-17 20:28:48,395 - Train: 58.41% [730650/1251000] [584.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001127] [CE 3.751 (4.062)] [KD 2.668 (2.861)] 2024-10-17 20:29:00,580 - Train: 58.41% [730700/1251000] [584.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001127] [CE 4.731 (4.098)] [KD 3.189 (2.879)] 2024-10-17 20:29:12,498 - Train: 58.41% [730750/1251000] [584.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001127] [CE 4.348 (4.114)] [KD 2.979 (2.890)] 2024-10-17 20:29:24,252 - Train: 58.42% [730800/1251000] [584.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001127] [CE 3.852 (4.178)] [KD 2.751 (2.915)] 2024-10-17 20:29:36,541 - Train: 58.42% [730850/1251000] [584.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001127] [CE 4.056 (4.127)] [KD 2.839 (2.884)] 2024-10-17 20:29:48,537 - Train: 58.43% [730900/1251000] [584.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001127] [CE 4.475 (4.132)] [KD 3.227 (2.878)] 2024-10-17 20:30:00,371 - Train: 58.43% [730950/1251000] [584.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001126] [CE 3.980 (4.172)] [KD 2.803 (2.900)] 2024-10-17 20:30:12,385 - Train: 58.43% [731000/1251000] [584.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001126] [CE 4.124 (4.136)] [KD 2.888 (2.881)] 2024-10-17 20:30:24,498 - Train: 58.44% [731050/1251000] [584.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001126] [CE 4.450 (4.228)] [KD 3.134 (2.951)] 2024-10-17 20:30:37,048 - Train: 58.44% [731100/1251000] [584.4/1000.0] [batch_t 0.261 (0.251)] [data_t 0.009] [optim_t 0.252] [lr 0.001126] [CE 4.019 (4.139)] [KD 2.797 (2.933)] 2024-10-17 20:30:49,455 - Train: 58.45% [731150/1251000] [584.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001126] [CE 4.243 (4.161)] [KD 2.881 (2.897)] 2024-10-17 20:31:01,811 - Train: 58.45% [731200/1251000] [584.5/1000.0] [batch_t 0.268 (0.247)] [data_t 0.009] [optim_t 0.259] [lr 0.001125] [CE 4.477 (4.103)] [KD 3.372 (2.850)] 2024-10-17 20:31:14,296 - Train: 58.45% [731250/1251000] [584.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001125] [CE 4.262 (4.204)] [KD 3.002 (2.917)] 2024-10-17 20:31:26,998 - Train: 58.46% [731300/1251000] [584.6/1000.0] [batch_t 0.366 (0.254)] [data_t 0.009] [optim_t 0.357] [lr 0.001125] [CE 4.400 (4.136)] [KD 3.016 (2.852)] 2024-10-17 20:31:39,323 - Train: 58.46% [731350/1251000] [584.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001125] [CE 4.094 (4.102)] [KD 2.763 (2.861)] 2024-10-17 20:31:51,492 - Train: 58.47% [731400/1251000] [584.7/1000.0] [batch_t 0.276 (0.243)] [data_t 0.009] [optim_t 0.267] [lr 0.001125] [CE 4.252 (4.124)] [KD 2.998 (2.889)] 2024-10-17 20:32:03,897 - Train: 58.47% [731450/1251000] [584.7/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.244] [lr 0.001125] [CE 4.076 (4.124)] [KD 2.875 (2.855)] 2024-10-17 20:32:16,846 - Train: 58.47% [731500/1251000] [584.7/1000.0] [batch_t 0.381 (0.259)] [data_t 0.009] [optim_t 0.373] [lr 0.001124] [CE 4.029 (4.049)] [KD 2.856 (2.837)] 2024-10-17 20:32:29,071 - Train: 58.48% [731550/1251000] [584.8/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001124] [CE 4.357 (4.155)] [KD 3.168 (2.911)] 2024-10-17 20:32:41,923 - Train: 58.48% [731600/1251000] [584.8/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.001124] [CE 4.168 (4.150)] [KD 2.825 (2.927)] 2024-10-17 20:32:54,573 - Train: 58.49% [731650/1251000] [584.9/1000.0] [batch_t 0.244 (0.253)] [data_t 0.009] [optim_t 0.235] [lr 0.001124] [CE 3.893 (4.184)] [KD 2.923 (2.897)] 2024-10-17 20:33:07,132 - Train: 58.49% [731700/1251000] [584.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001124] [CE 4.299 (4.090)] [KD 3.317 (2.883)] 2024-10-17 20:33:19,417 - Train: 58.49% [731750/1251000] [584.9/1000.0] [batch_t 0.272 (0.246)] [data_t 0.009] [optim_t 0.263] [lr 0.001123] [CE 3.982 (4.084)] [KD 2.866 (2.869)] 2024-10-17 20:33:31,950 - Train: 58.50% [731800/1251000] [585.0/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001123] [CE 4.280 (4.077)] [KD 2.949 (2.855)] 2024-10-17 20:33:52,641 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38923] [top5_cnt 47067] [top_all 50000] 2024-10-17 20:33:52,642 - net: 77.846 (94.134) 2024-10-17 20:34:05,004 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40395] [top5_cnt 47705] [top_all 50000] 2024-10-17 20:34:05,005 - net_E: 80.790 (95.410) 2024-10-17 20:34:05,155 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.816 (epoch: 574)] 2024-10-17 20:34:05,155 - ==> Total time: 2 days, 5:20:45 Eta: 1 day, 13:50:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:34:14,312 - Train: 58.50% [731850/1251000] [585.0/1000.0] [batch_t 0.235 (0.313)] [data_t 0.009] [optim_t 0.226] [lr 0.001123] [CE 3.861 (4.125)] [KD 2.685 (2.862)] 2024-10-17 20:34:26,379 - Train: 58.51% [731900/1251000] [585.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001123] [CE 4.352 (4.071)] [KD 3.008 (2.828)] 2024-10-17 20:34:39,173 - Train: 58.51% [731950/1251000] [585.1/1000.0] [batch_t 0.442 (0.256)] [data_t 0.009] [optim_t 0.433] [lr 0.001123] [CE 4.155 (4.201)] [KD 2.846 (2.936)] 2024-10-17 20:34:51,033 - Train: 58.51% [732000/1251000] [585.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001123] [CE 4.326 (4.115)] [KD 2.997 (2.894)] 2024-10-17 20:35:03,085 - Train: 58.52% [732050/1251000] [585.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001122] [CE 4.059 (4.131)] [KD 2.846 (2.881)] 2024-10-17 20:35:15,141 - Train: 58.52% [732100/1251000] [585.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001122] [CE 4.383 (4.190)] [KD 2.954 (2.909)] 2024-10-17 20:35:27,504 - Train: 58.53% [732150/1251000] [585.3/1000.0] [batch_t 0.473 (0.247)] [data_t 0.009] [optim_t 0.464] [lr 0.001122] [CE 4.167 (4.111)] [KD 2.824 (2.880)] 2024-10-17 20:35:39,361 - Train: 58.53% [732200/1251000] [585.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001122] [CE 3.886 (4.146)] [KD 2.768 (2.926)] 2024-10-17 20:35:51,238 - Train: 58.53% [732250/1251000] [585.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001122] [CE 3.963 (4.111)] [KD 2.522 (2.855)] 2024-10-17 20:36:03,369 - Train: 58.54% [732300/1251000] [585.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001121] [CE 4.167 (4.093)] [KD 2.764 (2.895)] 2024-10-17 20:36:15,554 - Train: 58.54% [732350/1251000] [585.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001121] [CE 4.341 (4.155)] [KD 3.099 (2.856)] 2024-10-17 20:36:27,342 - Train: 58.55% [732400/1251000] [585.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001121] [CE 4.032 (4.141)] [KD 2.948 (2.894)] 2024-10-17 20:36:39,182 - Train: 58.55% [732450/1251000] [585.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001121] [CE 4.130 (4.197)] [KD 2.939 (2.924)] 2024-10-17 20:36:51,227 - Train: 58.55% [732500/1251000] [585.5/1000.0] [batch_t 0.376 (0.241)] [data_t 0.009] [optim_t 0.367] [lr 0.001121] [CE 4.288 (4.146)] [KD 2.950 (2.882)] 2024-10-17 20:37:03,265 - Train: 58.56% [732550/1251000] [585.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001121] [CE 3.953 (4.115)] [KD 2.917 (2.890)] 2024-10-17 20:37:15,300 - Train: 58.56% [732600/1251000] [585.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001120] [CE 4.278 (4.107)] [KD 3.003 (2.902)] 2024-10-17 20:37:27,272 - Train: 58.57% [732650/1251000] [585.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001120] [CE 4.611 (4.162)] [KD 3.056 (2.939)] 2024-10-17 20:37:39,421 - Train: 58.57% [732700/1251000] [585.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001120] [CE 3.579 (4.088)] [KD 2.489 (2.853)] 2024-10-17 20:37:51,680 - Train: 58.57% [732750/1251000] [585.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001120] [CE 4.015 (4.058)] [KD 2.666 (2.821)] 2024-10-17 20:38:03,753 - Train: 58.58% [732800/1251000] [585.8/1000.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.001120] [CE 4.200 (4.104)] [KD 2.814 (2.863)] 2024-10-17 20:38:16,111 - Train: 58.58% [732850/1251000] [585.8/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001120] [CE 3.634 (4.114)] [KD 2.758 (2.893)] 2024-10-17 20:38:28,067 - Train: 58.59% [732900/1251000] [585.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001119] [CE 4.101 (4.146)] [KD 2.833 (2.916)] 2024-10-17 20:38:40,535 - Train: 58.59% [732950/1251000] [585.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.001119] [CE 4.063 (4.127)] [KD 3.014 (2.888)] 2024-10-17 20:38:52,577 - Train: 58.59% [733000/1251000] [585.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001119] [CE 4.176 (4.079)] [KD 3.124 (2.864)] 2024-10-17 20:39:04,745 - Train: 58.60% [733050/1251000] [586.0/1000.0] [batch_t 0.381 (0.243)] [data_t 0.009] [optim_t 0.372] [lr 0.001119] [CE 4.462 (4.120)] [KD 2.859 (2.844)] 2024-10-17 20:39:25,452 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 38666] [top5_cnt 46923] [top_all 50000] 2024-10-17 20:39:25,453 - net: 77.332 (93.846) 2024-10-17 20:39:37,601 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40411] [top5_cnt 47702] [top_all 50000] 2024-10-17 20:39:37,602 - net_E: 80.822 (95.404) 2024-10-17 20:39:37,758 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.822 (epoch: 586)] 2024-10-17 20:39:37,758 - ==> Total time: 2 days, 5:26:18 Eta: 1 day, 13:45:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:39:46,511 - Train: 58.60% [733100/1251000] [586.0/1000.0] [batch_t 0.237 (0.308)] [data_t 0.009] [optim_t 0.228] [lr 0.001119] [CE 4.335 (4.151)] [KD 3.064 (2.970)] 2024-10-17 20:39:59,191 - Train: 58.61% [733150/1251000] [586.1/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001118] [CE 3.522 (4.128)] [KD 2.650 (2.879)] 2024-10-17 20:40:11,313 - Train: 58.61% [733200/1251000] [586.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001118] [CE 3.860 (4.208)] [KD 2.711 (2.945)] 2024-10-17 20:40:23,171 - Train: 58.61% [733250/1251000] [586.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001118] [CE 4.261 (4.110)] [KD 2.863 (2.891)] 2024-10-17 20:40:35,007 - Train: 58.62% [733300/1251000] [586.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001118] [CE 4.009 (4.091)] [KD 2.720 (2.871)] 2024-10-17 20:40:47,047 - Train: 58.62% [733350/1251000] [586.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001118] [CE 3.633 (4.122)] [KD 2.635 (2.856)] 2024-10-17 20:40:59,237 - Train: 58.63% [733400/1251000] [586.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001118] [CE 3.889 (4.164)] [KD 2.688 (2.910)] 2024-10-17 20:41:11,458 - Train: 58.63% [733450/1251000] [586.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001117] [CE 3.979 (4.063)] [KD 2.839 (2.824)] 2024-10-17 20:41:23,456 - Train: 58.63% [733500/1251000] [586.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001117] [CE 4.251 (4.183)] [KD 2.997 (2.922)] 2024-10-17 20:41:35,609 - Train: 58.64% [733550/1251000] [586.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001117] [CE 3.890 (4.166)] [KD 2.676 (2.878)] 2024-10-17 20:41:47,672 - Train: 58.64% [733600/1251000] [586.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001117] [CE 3.696 (4.085)] [KD 2.619 (2.891)] 2024-10-17 20:41:59,521 - Train: 58.65% [733650/1251000] [586.5/1000.0] [batch_t 0.271 (0.237)] [data_t 0.009] [optim_t 0.262] [lr 0.001117] [CE 3.762 (4.129)] [KD 2.768 (2.902)] 2024-10-17 20:42:11,799 - Train: 58.65% [733700/1251000] [586.5/1000.0] [batch_t 0.366 (0.245)] [data_t 0.009] [optim_t 0.357] [lr 0.001116] [CE 4.270 (4.022)] [KD 2.972 (2.821)] 2024-10-17 20:42:24,052 - Train: 58.65% [733750/1251000] [586.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001116] [CE 4.132 (4.085)] [KD 2.756 (2.847)] 2024-10-17 20:42:36,396 - Train: 58.66% [733800/1251000] [586.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001116] [CE 3.808 (4.098)] [KD 2.631 (2.841)] 2024-10-17 20:42:48,422 - Train: 58.66% [733850/1251000] [586.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001116] [CE 3.825 (4.139)] [KD 2.704 (2.886)] 2024-10-17 20:43:00,328 - Train: 58.67% [733900/1251000] [586.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001116] [CE 4.190 (4.122)] [KD 2.972 (2.884)] 2024-10-17 20:43:12,417 - Train: 58.67% [733950/1251000] [586.7/1000.0] [batch_t 0.264 (0.242)] [data_t 0.039] [optim_t 0.225] [lr 0.001116] [CE 4.402 (4.080)] [KD 3.142 (2.896)] 2024-10-17 20:43:24,788 - Train: 58.67% [734000/1251000] [586.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001115] [CE 3.958 (4.102)] [KD 2.780 (2.882)] 2024-10-17 20:43:36,769 - Train: 58.68% [734050/1251000] [586.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001115] [CE 4.094 (4.111)] [KD 3.049 (2.848)] 2024-10-17 20:43:48,865 - Train: 58.68% [734100/1251000] [586.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001115] [CE 4.367 (4.114)] [KD 2.895 (2.877)] 2024-10-17 20:44:00,966 - Train: 58.69% [734150/1251000] [586.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001115] [CE 4.719 (4.177)] [KD 3.181 (2.925)] 2024-10-17 20:44:13,135 - Train: 58.69% [734200/1251000] [586.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001115] [CE 4.039 (4.104)] [KD 2.903 (2.887)] 2024-10-17 20:44:25,078 - Train: 58.69% [734250/1251000] [586.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001114] [CE 3.814 (4.135)] [KD 2.656 (2.867)] 2024-10-17 20:44:37,105 - Train: 58.70% [734300/1251000] [587.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001114] [CE 4.368 (4.092)] [KD 3.064 (2.846)] 2024-10-17 20:44:58,375 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38994] [top5_cnt 47082] [top_all 50000] 2024-10-17 20:44:58,376 - net: 77.988 (94.164) 2024-10-17 20:45:10,958 - Test (net_E): 100.00% [50/50] [batch_t 0.085 (0.245)] [top1_cnt 40394] [top5_cnt 47695] [top_all 50000] 2024-10-17 20:45:10,959 - net_E: 80.788 (95.390) 2024-10-17 20:45:11,118 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.822 (epoch: 586)] 2024-10-17 20:45:11,118 - ==> Total time: 2 days, 5:31:51 Eta: 1 day, 13:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:45:18,795 - Train: 58.70% [734350/1251000] [587.0/1000.0] [batch_t 0.232 (0.457)] [data_t 0.009] [optim_t 0.223] [lr 0.001114] [CE 3.826 (3.957)] [KD 2.653 (2.725)] 2024-10-17 20:45:31,189 - Train: 58.71% [734400/1251000] [587.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001114] [CE 4.464 (4.160)] [KD 3.118 (2.868)] 2024-10-17 20:45:43,303 - Train: 58.71% [734450/1251000] [587.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001114] [CE 3.872 (4.102)] [KD 2.893 (2.830)] 2024-10-17 20:45:55,152 - Train: 58.71% [734500/1251000] [587.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001114] [CE 4.207 (4.064)] [KD 2.953 (2.864)] 2024-10-17 20:46:07,133 - Train: 58.72% [734550/1251000] [587.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001113] [CE 4.277 (4.133)] [KD 3.006 (2.890)] 2024-10-17 20:46:19,262 - Train: 58.72% [734600/1251000] [587.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001113] [CE 3.848 (4.087)] [KD 2.549 (2.875)] 2024-10-17 20:46:31,256 - Train: 58.73% [734650/1251000] [587.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001113] [CE 3.633 (4.169)] [KD 2.649 (2.938)] 2024-10-17 20:46:43,263 - Train: 58.73% [734700/1251000] [587.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001113] [CE 4.352 (4.149)] [KD 2.867 (2.892)] 2024-10-17 20:46:55,489 - Train: 58.73% [734750/1251000] [587.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001113] [CE 3.906 (4.153)] [KD 2.652 (2.894)] 2024-10-17 20:47:07,484 - Train: 58.74% [734800/1251000] [587.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001112] [CE 4.421 (4.157)] [KD 2.945 (2.902)] 2024-10-17 20:47:19,554 - Train: 58.74% [734850/1251000] [587.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001112] [CE 3.784 (4.178)] [KD 2.659 (2.896)] 2024-10-17 20:47:31,563 - Train: 58.75% [734900/1251000] [587.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001112] [CE 4.222 (4.074)] [KD 2.776 (2.811)] 2024-10-17 20:47:43,553 - Train: 58.75% [734950/1251000] [587.5/1000.0] [batch_t 0.369 (0.240)] [data_t 0.009] [optim_t 0.360] [lr 0.001112] [CE 4.755 (4.129)] [KD 3.187 (2.843)] 2024-10-17 20:47:55,752 - Train: 58.75% [735000/1251000] [587.5/1000.0] [batch_t 0.386 (0.244)] [data_t 0.009] [optim_t 0.377] [lr 0.001112] [CE 4.048 (4.077)] [KD 2.723 (2.836)] 2024-10-17 20:48:07,931 - Train: 58.76% [735050/1251000] [587.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001112] [CE 4.192 (4.170)] [KD 2.813 (2.872)] 2024-10-17 20:48:19,715 - Train: 58.76% [735100/1251000] [587.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001111] [CE 4.709 (4.127)] [KD 3.363 (2.891)] 2024-10-17 20:48:31,654 - Train: 58.76% [735150/1251000] [587.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001111] [CE 4.239 (4.104)] [KD 2.984 (2.889)] 2024-10-17 20:48:43,710 - Train: 58.77% [735200/1251000] [587.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001111] [CE 4.705 (4.090)] [KD 3.052 (2.875)] 2024-10-17 20:48:55,876 - Train: 58.77% [735250/1251000] [587.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001111] [CE 3.979 (4.164)] [KD 2.906 (2.922)] 2024-10-17 20:49:07,836 - Train: 58.78% [735300/1251000] [587.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001111] [CE 4.007 (4.153)] [KD 2.965 (2.928)] 2024-10-17 20:49:19,861 - Train: 58.78% [735350/1251000] [587.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001111] [CE 3.686 (4.172)] [KD 2.560 (2.930)] 2024-10-17 20:49:31,797 - Train: 58.78% [735400/1251000] [587.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001110] [CE 4.422 (4.173)] [KD 3.029 (2.927)] 2024-10-17 20:49:43,992 - Train: 58.79% [735450/1251000] [587.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001110] [CE 4.003 (4.049)] [KD 2.846 (2.876)] 2024-10-17 20:49:56,000 - Train: 58.79% [735500/1251000] [587.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001110] [CE 4.529 (4.123)] [KD 3.177 (2.862)] 2024-10-17 20:50:07,912 - Train: 58.80% [735550/1251000] [588.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001110] [CE 4.271 (4.161)] [KD 2.890 (2.900)] 2024-10-17 20:50:29,311 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38857] [top5_cnt 47022] [top_all 50000] 2024-10-17 20:50:29,311 - net: 77.714 (94.044) 2024-10-17 20:50:42,087 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 40437] [top5_cnt 47722] [top_all 50000] 2024-10-17 20:50:42,087 - net_E: 80.874 (95.444) 2024-10-17 20:50:42,243 - Max [top1: 78.078 (epoch: 572)] [top1-ema: 80.874 (epoch: 588)] 2024-10-17 20:50:42,244 - ==> Total time: 2 days, 5:37:22 Eta: 1 day, 13:34:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:50:51,039 - Train: 58.80% [735600/1251000] [588.0/1000.0] [batch_t 0.239 (0.337)] [data_t 0.009] [optim_t 0.230] [lr 0.001110] [CE 4.060 (4.130)] [KD 2.868 (2.826)] 2024-10-17 20:51:03,509 - Train: 58.80% [735650/1251000] [588.0/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001109] [CE 4.097 (4.163)] [KD 2.866 (2.886)] 2024-10-17 20:51:15,862 - Train: 58.81% [735700/1251000] [588.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001109] [CE 3.711 (4.154)] [KD 2.820 (2.885)] 2024-10-17 20:51:27,712 - Train: 58.81% [735750/1251000] [588.1/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001109] [CE 4.569 (4.142)] [KD 3.133 (2.918)] 2024-10-17 20:51:39,933 - Train: 58.82% [735800/1251000] [588.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001109] [CE 3.825 (4.052)] [KD 2.477 (2.832)] 2024-10-17 20:51:52,248 - Train: 58.82% [735850/1251000] [588.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001109] [CE 4.012 (4.104)] [KD 2.832 (2.882)] 2024-10-17 20:52:04,425 - Train: 58.82% [735900/1251000] [588.2/1000.0] [batch_t 0.463 (0.243)] [data_t 0.009] [optim_t 0.455] [lr 0.001109] [CE 3.708 (4.074)] [KD 2.697 (2.824)] 2024-10-17 20:52:16,753 - Train: 58.83% [735950/1251000] [588.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001108] [CE 4.031 (4.082)] [KD 3.047 (2.856)] 2024-10-17 20:52:28,794 - Train: 58.83% [736000/1251000] [588.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.226] [lr 0.001108] [CE 3.928 (4.118)] [KD 2.758 (2.905)] 2024-10-17 20:52:41,080 - Train: 58.84% [736050/1251000] [588.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001108] [CE 4.084 (4.125)] [KD 3.127 (2.855)] 2024-10-17 20:52:53,058 - Train: 58.84% [736100/1251000] [588.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001108] [CE 3.866 (4.140)] [KD 2.667 (2.856)] 2024-10-17 20:53:05,160 - Train: 58.84% [736150/1251000] [588.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001108] [CE 4.175 (4.188)] [KD 2.706 (2.892)] 2024-10-17 20:53:17,064 - Train: 58.85% [736200/1251000] [588.5/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.001107] [CE 4.183 (4.147)] [KD 2.902 (2.891)] 2024-10-17 20:53:29,497 - Train: 58.85% [736250/1251000] [588.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001107] [CE 3.843 (4.128)] [KD 2.767 (2.894)] 2024-10-17 20:53:41,690 - Train: 58.86% [736300/1251000] [588.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001107] [CE 3.989 (4.095)] [KD 2.806 (2.880)] 2024-10-17 20:53:54,134 - Train: 58.86% [736350/1251000] [588.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.001107] [CE 4.355 (4.112)] [KD 3.100 (2.861)] 2024-10-17 20:54:06,415 - Train: 58.86% [736400/1251000] [588.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001107] [CE 4.031 (4.168)] [KD 3.075 (2.908)] 2024-10-17 20:54:18,825 - Train: 58.87% [736450/1251000] [588.7/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.001107] [CE 4.507 (4.132)] [KD 2.883 (2.823)] 2024-10-17 20:54:31,134 - Train: 58.87% [736500/1251000] [588.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001106] [CE 4.415 (4.151)] [KD 2.936 (2.895)] 2024-10-17 20:54:43,919 - Train: 58.88% [736550/1251000] [588.8/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.230] [lr 0.001106] [CE 4.200 (4.155)] [KD 2.801 (2.916)] 2024-10-17 20:54:56,313 - Train: 58.88% [736600/1251000] [588.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001106] [CE 3.872 (4.075)] [KD 2.900 (2.893)] 2024-10-17 20:55:08,923 - Train: 58.88% [736650/1251000] [588.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001106] [CE 3.896 (4.104)] [KD 2.887 (2.847)] 2024-10-17 20:55:21,032 - Train: 58.89% [736700/1251000] [588.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001106] [CE 4.612 (4.127)] [KD 3.086 (2.899)] 2024-10-17 20:55:33,573 - Train: 58.89% [736750/1251000] [588.9/1000.0] [batch_t 0.249 (0.251)] [data_t 0.009] [optim_t 0.240] [lr 0.001106] [CE 4.352 (4.183)] [KD 2.836 (2.909)] 2024-10-17 20:55:46,086 - Train: 58.90% [736800/1251000] [589.0/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001105] [CE 4.121 (4.085)] [KD 2.916 (2.872)] 2024-10-17 20:56:07,973 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 39133] [top5_cnt 47132] [top_all 50000] 2024-10-17 20:56:07,974 - net: 78.266 (94.264) 2024-10-17 20:56:20,495 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40457] [top5_cnt 47700] [top_all 50000] 2024-10-17 20:56:20,495 - net_E: 80.914 (95.400) 2024-10-17 20:56:20,634 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.914 (epoch: 589)] 2024-10-17 20:56:20,634 - ==> Total time: 2 days, 5:43:01 Eta: 1 day, 13:29:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 20:56:30,286 - Train: 58.90% [736850/1251000] [589.0/1000.0] [batch_t 0.233 (0.320)] [data_t 0.009] [optim_t 0.224] [lr 0.001105] [CE 3.745 (4.132)] [KD 2.602 (2.773)] 2024-10-17 20:56:42,737 - Train: 58.90% [736900/1251000] [589.0/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.001105] [CE 4.221 (4.168)] [KD 2.739 (2.843)] 2024-10-17 20:56:54,724 - Train: 58.91% [736950/1251000] [589.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.001105] [CE 3.986 (4.031)] [KD 2.833 (2.832)] 2024-10-17 20:57:06,564 - Train: 58.91% [737000/1251000] [589.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001105] [CE 4.192 (4.205)] [KD 2.754 (2.913)] 2024-10-17 20:57:18,712 - Train: 58.92% [737050/1251000] [589.2/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001104] [CE 4.062 (4.140)] [KD 2.861 (2.839)] 2024-10-17 20:57:31,292 - Train: 58.92% [737100/1251000] [589.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001104] [CE 4.036 (4.096)] [KD 2.760 (2.816)] 2024-10-17 20:57:43,415 - Train: 58.92% [737150/1251000] [589.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001104] [CE 4.114 (4.140)] [KD 2.990 (2.860)] 2024-10-17 20:57:55,646 - Train: 58.93% [737200/1251000] [589.3/1000.0] [batch_t 0.270 (0.245)] [data_t 0.009] [optim_t 0.261] [lr 0.001104] [CE 4.140 (4.127)] [KD 3.118 (2.843)] 2024-10-17 20:58:08,061 - Train: 58.93% [737250/1251000] [589.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001104] [CE 3.784 (4.105)] [KD 2.532 (2.821)] 2024-10-17 20:58:20,115 - Train: 58.94% [737300/1251000] [589.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001104] [CE 3.897 (4.157)] [KD 3.055 (2.918)] 2024-10-17 20:58:32,180 - Train: 58.94% [737350/1251000] [589.4/1000.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.001103] [CE 4.152 (4.092)] [KD 2.941 (2.861)] 2024-10-17 20:58:44,336 - Train: 58.94% [737400/1251000] [589.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001103] [CE 4.275 (4.036)] [KD 2.937 (2.805)] 2024-10-17 20:58:56,398 - Train: 58.95% [737450/1251000] [589.5/1000.0] [batch_t 0.281 (0.241)] [data_t 0.009] [optim_t 0.272] [lr 0.001103] [CE 3.799 (4.112)] [KD 2.674 (2.859)] 2024-10-17 20:59:08,640 - Train: 58.95% [737500/1251000] [589.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001103] [CE 4.160 (4.171)] [KD 2.885 (2.935)] 2024-10-17 20:59:20,753 - Train: 58.96% [737550/1251000] [589.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001103] [CE 3.765 (4.110)] [KD 2.906 (2.885)] 2024-10-17 20:59:32,859 - Train: 58.96% [737600/1251000] [589.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001102] [CE 3.821 (4.130)] [KD 2.632 (2.868)] 2024-10-17 20:59:44,792 - Train: 58.96% [737650/1251000] [589.6/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001102] [CE 4.395 (4.123)] [KD 3.033 (2.841)] 2024-10-17 20:59:57,185 - Train: 58.97% [737700/1251000] [589.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001102] [CE 3.939 (4.102)] [KD 2.692 (2.860)] 2024-10-17 21:00:09,174 - Train: 58.97% [737750/1251000] [589.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001102] [CE 3.916 (4.137)] [KD 2.751 (2.888)] 2024-10-17 21:00:21,111 - Train: 58.98% [737800/1251000] [589.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001102] [CE 4.086 (4.128)] [KD 2.814 (2.851)] 2024-10-17 21:00:32,877 - Train: 58.98% [737850/1251000] [589.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001102] [CE 4.156 (4.105)] [KD 2.921 (2.866)] 2024-10-17 21:00:45,357 - Train: 58.98% [737900/1251000] [589.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001101] [CE 4.576 (4.214)] [KD 3.207 (2.901)] 2024-10-17 21:00:57,298 - Train: 58.99% [737950/1251000] [589.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001101] [CE 4.322 (4.131)] [KD 2.871 (2.892)] 2024-10-17 21:01:09,394 - Train: 58.99% [738000/1251000] [589.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001101] [CE 4.533 (4.072)] [KD 3.332 (2.838)] 2024-10-17 21:01:21,352 - Train: 59.00% [738050/1251000] [590.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001101] [CE 4.308 (4.092)] [KD 2.958 (2.840)] 2024-10-17 21:01:43,318 - Test (net): 100.00% [50/50] [batch_t 0.093 (0.241)] [top1_cnt 38882] [top5_cnt 47003] [top_all 50000] 2024-10-17 21:01:43,319 - net: 77.764 (94.006) 2024-10-17 21:01:55,565 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40454] [top5_cnt 47690] [top_all 50000] 2024-10-17 21:01:55,566 - net_E: 80.908 (95.380) 2024-10-17 21:01:55,694 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.914 (epoch: 589)] 2024-10-17 21:01:55,695 - ==> Total time: 2 days, 5:48:36 Eta: 1 day, 13:23:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:02:02,400 - Train: 59.00% [738100/1251000] [590.0/1000.0] [batch_t 0.235 (0.491)] [data_t 0.009] [optim_t 0.226] [lr 0.001101] [CE 3.977 (4.190)] [KD 2.870 (2.841)] 2024-10-17 21:02:14,859 - Train: 59.00% [738150/1251000] [590.0/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.001100] [CE 4.059 (4.175)] [KD 2.855 (2.847)] 2024-10-17 21:02:27,020 - Train: 59.01% [738200/1251000] [590.1/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001100] [CE 4.356 (4.078)] [KD 3.004 (2.823)] 2024-10-17 21:02:38,953 - Train: 59.01% [738250/1251000] [590.1/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001100] [CE 4.351 (4.110)] [KD 2.701 (2.800)] 2024-10-17 21:02:51,212 - Train: 59.02% [738300/1251000] [590.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001100] [CE 3.503 (4.091)] [KD 2.429 (2.809)] 2024-10-17 21:03:03,725 - Train: 59.02% [738350/1251000] [590.2/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001100] [CE 4.008 (4.076)] [KD 2.815 (2.835)] 2024-10-17 21:03:15,811 - Train: 59.02% [738400/1251000] [590.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001100] [CE 3.772 (4.022)] [KD 2.707 (2.815)] 2024-10-17 21:03:28,055 - Train: 59.03% [738450/1251000] [590.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001099] [CE 4.458 (4.123)] [KD 2.926 (2.874)] 2024-10-17 21:03:40,907 - Train: 59.03% [738500/1251000] [590.3/1000.0] [batch_t 0.376 (0.257)] [data_t 0.009] [optim_t 0.367] [lr 0.001099] [CE 4.186 (4.108)] [KD 2.952 (2.876)] 2024-10-17 21:03:53,194 - Train: 59.04% [738550/1251000] [590.4/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001099] [CE 4.043 (4.186)] [KD 2.562 (2.881)] 2024-10-17 21:04:05,354 - Train: 59.04% [738600/1251000] [590.4/1000.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.239] [lr 0.001099] [CE 4.462 (4.147)] [KD 3.054 (2.896)] 2024-10-17 21:04:17,747 - Train: 59.04% [738650/1251000] [590.4/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.001099] [CE 4.156 (4.075)] [KD 2.724 (2.840)] 2024-10-17 21:04:30,051 - Train: 59.05% [738700/1251000] [590.5/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.001099] [CE 4.228 (4.154)] [KD 2.824 (2.881)] 2024-10-17 21:04:42,531 - Train: 59.05% [738750/1251000] [590.5/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.001098] [CE 4.657 (4.181)] [KD 3.093 (2.900)] 2024-10-17 21:04:54,952 - Train: 59.06% [738800/1251000] [590.6/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001098] [CE 4.158 (4.092)] [KD 2.939 (2.806)] 2024-10-17 21:05:07,271 - Train: 59.06% [738850/1251000] [590.6/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001098] [CE 4.146 (4.026)] [KD 2.899 (2.814)] 2024-10-17 21:05:19,405 - Train: 59.06% [738900/1251000] [590.6/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.238] [lr 0.001098] [CE 3.466 (4.121)] [KD 2.666 (2.861)] 2024-10-17 21:05:31,828 - Train: 59.07% [738950/1251000] [590.7/1000.0] [batch_t 0.304 (0.248)] [data_t 0.009] [optim_t 0.295] [lr 0.001098] [CE 3.849 (4.178)] [KD 2.857 (2.907)] 2024-10-17 21:05:43,914 - Train: 59.07% [739000/1251000] [590.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001097] [CE 3.734 (4.053)] [KD 2.700 (2.784)] 2024-10-17 21:05:55,925 - Train: 59.08% [739050/1251000] [590.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001097] [CE 3.970 (4.174)] [KD 2.697 (2.854)] 2024-10-17 21:06:08,357 - Train: 59.08% [739100/1251000] [590.8/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001097] [CE 4.227 (4.080)] [KD 2.965 (2.815)] 2024-10-17 21:06:21,327 - Train: 59.08% [739150/1251000] [590.8/1000.0] [batch_t 0.449 (0.259)] [data_t 0.009] [optim_t 0.440] [lr 0.001097] [CE 4.136 (4.098)] [KD 2.877 (2.900)] 2024-10-17 21:06:33,324 - Train: 59.09% [739200/1251000] [590.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001097] [CE 4.236 (4.114)] [KD 3.015 (2.863)] 2024-10-17 21:06:45,400 - Train: 59.09% [739250/1251000] [590.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001097] [CE 4.038 (4.069)] [KD 2.620 (2.877)] 2024-10-17 21:06:57,758 - Train: 59.10% [739300/1251000] [591.0/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001096] [CE 4.439 (4.213)] [KD 2.839 (2.945)] 2024-10-17 21:07:19,957 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39018] [top5_cnt 47148] [top_all 50000] 2024-10-17 21:07:19,958 - net: 78.036 (94.296) 2024-10-17 21:07:32,135 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40463] [top5_cnt 47684] [top_all 50000] 2024-10-17 21:07:32,135 - net_E: 80.926 (95.368) 2024-10-17 21:07:32,282 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.926 (epoch: 591)] 2024-10-17 21:07:32,283 - ==> Total time: 2 days, 5:54:12 Eta: 1 day, 13:18:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:07:40,185 - Train: 59.10% [739350/1251000] [591.0/1000.0] [batch_t 0.233 (0.360)] [data_t 0.009] [optim_t 0.224] [lr 0.001096] [CE 4.228 (4.179)] [KD 2.966 (2.835)] 2024-10-17 21:07:52,630 - Train: 59.10% [739400/1251000] [591.0/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.001096] [CE 4.329 (4.174)] [KD 2.889 (2.925)] 2024-10-17 21:08:04,831 - Train: 59.11% [739450/1251000] [591.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001096] [CE 3.857 (4.171)] [KD 2.851 (2.900)] 2024-10-17 21:08:16,593 - Train: 59.11% [739500/1251000] [591.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001096] [CE 3.359 (4.141)] [KD 2.571 (2.900)] 2024-10-17 21:08:28,705 - Train: 59.12% [739550/1251000] [591.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001095] [CE 3.679 (4.093)] [KD 2.726 (2.862)] 2024-10-17 21:08:41,074 - Train: 59.12% [739600/1251000] [591.2/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.001095] [CE 3.572 (4.090)] [KD 2.484 (2.878)] 2024-10-17 21:08:53,021 - Train: 59.12% [739650/1251000] [591.2/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001095] [CE 4.214 (4.053)] [KD 2.969 (2.817)] 2024-10-17 21:09:04,977 - Train: 59.13% [739700/1251000] [591.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001095] [CE 4.248 (4.159)] [KD 2.998 (2.882)] 2024-10-17 21:09:16,964 - Train: 59.13% [739750/1251000] [591.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001095] [CE 4.331 (4.064)] [KD 3.095 (2.833)] 2024-10-17 21:09:29,198 - Train: 59.14% [739800/1251000] [591.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001095] [CE 4.273 (4.096)] [KD 3.045 (2.838)] 2024-10-17 21:09:41,361 - Train: 59.14% [739850/1251000] [591.4/1000.0] [batch_t 0.357 (0.243)] [data_t 0.009] [optim_t 0.348] [lr 0.001094] [CE 4.112 (4.106)] [KD 2.746 (2.867)] 2024-10-17 21:09:53,209 - Train: 59.14% [739900/1251000] [591.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001094] [CE 4.220 (4.191)] [KD 2.858 (2.881)] 2024-10-17 21:10:05,206 - Train: 59.15% [739950/1251000] [591.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001094] [CE 3.965 (4.116)] [KD 2.652 (2.877)] 2024-10-17 21:10:17,248 - Train: 59.15% [740000/1251000] [591.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001094] [CE 4.191 (4.065)] [KD 2.962 (2.847)] 2024-10-17 21:10:29,129 - Train: 59.16% [740050/1251000] [591.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001094] [CE 4.169 (4.101)] [KD 2.893 (2.817)] 2024-10-17 21:10:40,944 - Train: 59.16% [740100/1251000] [591.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001094] [CE 4.302 (4.075)] [KD 3.043 (2.845)] 2024-10-17 21:10:52,967 - Train: 59.16% [740150/1251000] [591.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001093] [CE 4.261 (4.143)] [KD 2.882 (2.838)] 2024-10-17 21:11:05,354 - Train: 59.17% [740200/1251000] [591.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001093] [CE 4.575 (4.146)] [KD 3.035 (2.841)] 2024-10-17 21:11:17,570 - Train: 59.17% [740250/1251000] [591.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001093] [CE 3.085 (4.099)] [KD 2.437 (2.831)] 2024-10-17 21:11:29,435 - Train: 59.18% [740300/1251000] [591.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001093] [CE 4.324 (4.090)] [KD 2.784 (2.800)] 2024-10-17 21:11:41,438 - Train: 59.18% [740350/1251000] [591.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001093] [CE 4.254 (4.117)] [KD 2.916 (2.820)] 2024-10-17 21:11:53,614 - Train: 59.18% [740400/1251000] [591.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001092] [CE 3.959 (4.126)] [KD 2.716 (2.836)] 2024-10-17 21:12:05,678 - Train: 59.19% [740450/1251000] [591.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001092] [CE 4.451 (4.095)] [KD 3.099 (2.877)] 2024-10-17 21:12:17,600 - Train: 59.19% [740500/1251000] [591.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001092] [CE 4.132 (4.162)] [KD 2.978 (2.893)] 2024-10-17 21:12:29,649 - Train: 59.20% [740550/1251000] [592.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001092] [CE 3.855 (4.138)] [KD 2.948 (2.889)] 2024-10-17 21:12:52,392 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 38977] [top5_cnt 47017] [top_all 50000] 2024-10-17 21:12:52,393 - net: 77.954 (94.034) 2024-10-17 21:13:04,743 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40466] [top5_cnt 47684] [top_all 50000] 2024-10-17 21:13:04,743 - net_E: 80.932 (95.368) 2024-10-17 21:13:04,881 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.932 (epoch: 592)] 2024-10-17 21:13:04,882 - ==> Total time: 2 days, 5:59:45 Eta: 1 day, 13:12:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:13:12,818 - Train: 59.20% [740600/1251000] [592.0/1000.0] [batch_t 0.232 (0.368)] [data_t 0.009] [optim_t 0.224] [lr 0.001092] [CE 3.756 (4.120)] [KD 2.712 (2.813)] 2024-10-17 21:13:24,889 - Train: 59.20% [740650/1251000] [592.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001092] [CE 3.731 (4.138)] [KD 2.544 (2.821)] 2024-10-17 21:13:37,157 - Train: 59.21% [740700/1251000] [592.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001091] [CE 4.364 (4.071)] [KD 2.938 (2.835)] 2024-10-17 21:13:48,947 - Train: 59.21% [740750/1251000] [592.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001091] [CE 4.513 (4.105)] [KD 3.129 (2.845)] 2024-10-17 21:14:01,587 - Train: 59.22% [740800/1251000] [592.2/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001091] [CE 3.652 (4.140)] [KD 2.583 (2.823)] 2024-10-17 21:14:13,748 - Train: 59.22% [740850/1251000] [592.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001091] [CE 4.191 (4.090)] [KD 2.786 (2.856)] 2024-10-17 21:14:25,861 - Train: 59.22% [740900/1251000] [592.2/1000.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.001091] [CE 4.450 (4.087)] [KD 3.170 (2.828)] 2024-10-17 21:14:38,529 - Train: 59.23% [740950/1251000] [592.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001090] [CE 3.993 (4.123)] [KD 2.824 (2.871)] 2024-10-17 21:14:50,933 - Train: 59.23% [741000/1251000] [592.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001090] [CE 4.076 (4.123)] [KD 2.752 (2.857)] 2024-10-17 21:15:03,329 - Train: 59.24% [741050/1251000] [592.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001090] [CE 3.988 (4.136)] [KD 2.951 (2.868)] 2024-10-17 21:15:15,804 - Train: 59.24% [741100/1251000] [592.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001090] [CE 3.793 (4.144)] [KD 2.808 (2.885)] 2024-10-17 21:15:28,697 - Train: 59.24% [741150/1251000] [592.4/1000.0] [batch_t 0.541 (0.258)] [data_t 0.009] [optim_t 0.532] [lr 0.001090] [CE 3.829 (4.080)] [KD 2.686 (2.835)] 2024-10-17 21:15:40,705 - Train: 59.25% [741200/1251000] [592.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001090] [CE 3.900 (4.019)] [KD 2.800 (2.845)] 2024-10-17 21:15:53,391 - Train: 59.25% [741250/1251000] [592.5/1000.0] [batch_t 0.266 (0.254)] [data_t 0.009] [optim_t 0.257] [lr 0.001089] [CE 4.735 (4.213)] [KD 3.417 (2.935)] 2024-10-17 21:16:05,916 - Train: 59.26% [741300/1251000] [592.6/1000.0] [batch_t 0.265 (0.250)] [data_t 0.009] [optim_t 0.256] [lr 0.001089] [CE 4.517 (4.167)] [KD 2.790 (2.878)] 2024-10-17 21:16:18,390 - Train: 59.26% [741350/1251000] [592.6/1000.0] [batch_t 0.261 (0.249)] [data_t 0.009] [optim_t 0.252] [lr 0.001089] [CE 3.305 (4.197)] [KD 2.549 (2.878)] 2024-10-17 21:16:30,915 - Train: 59.26% [741400/1251000] [592.6/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001089] [CE 4.150 (4.123)] [KD 2.842 (2.884)] 2024-10-17 21:16:43,551 - Train: 59.27% [741450/1251000] [592.7/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001089] [CE 4.296 (4.103)] [KD 2.679 (2.881)] 2024-10-17 21:16:55,927 - Train: 59.27% [741500/1251000] [592.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001089] [CE 3.997 (4.132)] [KD 2.695 (2.843)] 2024-10-17 21:17:08,284 - Train: 59.28% [741550/1251000] [592.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001088] [CE 4.572 (4.091)] [KD 3.124 (2.847)] 2024-10-17 21:17:20,911 - Train: 59.28% [741600/1251000] [592.8/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.001088] [CE 4.827 (4.105)] [KD 3.018 (2.857)] 2024-10-17 21:17:33,611 - Train: 59.28% [741650/1251000] [592.8/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001088] [CE 4.370 (4.179)] [KD 3.011 (2.899)] 2024-10-17 21:17:46,345 - Train: 59.29% [741700/1251000] [592.9/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.001088] [CE 4.400 (4.136)] [KD 2.918 (2.874)] 2024-10-17 21:17:58,973 - Train: 59.29% [741750/1251000] [592.9/1000.0] [batch_t 0.251 (0.252)] [data_t 0.009] [optim_t 0.243] [lr 0.001088] [CE 4.074 (4.168)] [KD 2.697 (2.866)] 2024-10-17 21:18:11,582 - Train: 59.30% [741800/1251000] [593.0/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001087] [CE 4.406 (4.144)] [KD 2.943 (2.865)] 2024-10-17 21:18:34,829 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 38948] [top5_cnt 47059] [top_all 50000] 2024-10-17 21:18:34,830 - net: 77.896 (94.118) 2024-10-17 21:18:47,026 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40468] [top5_cnt 47685] [top_all 50000] 2024-10-17 21:18:47,027 - net_E: 80.936 (95.370) 2024-10-17 21:18:47,181 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.936 (epoch: 593)] 2024-10-17 21:18:47,181 - ==> Total time: 2 days, 6:05:27 Eta: 1 day, 13:07:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:18:54,545 - Train: 59.30% [741850/1251000] [593.0/1000.0] [batch_t 0.233 (0.408)] [data_t 0.009] [optim_t 0.224] [lr 0.001087] [CE 4.283 (4.367)] [KD 3.033 (2.975)] 2024-10-17 21:19:06,461 - Train: 59.30% [741900/1251000] [593.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001087] [CE 4.303 (4.094)] [KD 2.965 (2.823)] 2024-10-17 21:19:18,563 - Train: 59.31% [741950/1251000] [593.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001087] [CE 4.015 (4.058)] [KD 2.739 (2.849)] 2024-10-17 21:19:30,726 - Train: 59.31% [742000/1251000] [593.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001087] [CE 4.567 (4.111)] [KD 3.095 (2.849)] 2024-10-17 21:19:42,869 - Train: 59.32% [742050/1251000] [593.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001087] [CE 4.111 (4.129)] [KD 3.023 (2.878)] 2024-10-17 21:19:54,966 - Train: 59.32% [742100/1251000] [593.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001086] [CE 4.298 (4.145)] [KD 2.976 (2.883)] 2024-10-17 21:20:06,742 - Train: 59.32% [742150/1251000] [593.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001086] [CE 4.282 (4.050)] [KD 2.956 (2.795)] 2024-10-17 21:20:18,695 - Train: 59.33% [742200/1251000] [593.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001086] [CE 4.377 (4.043)] [KD 3.035 (2.848)] 2024-10-17 21:20:30,874 - Train: 59.33% [742250/1251000] [593.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001086] [CE 4.206 (4.133)] [KD 2.965 (2.880)] 2024-10-17 21:20:42,906 - Train: 59.34% [742300/1251000] [593.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001086] [CE 3.976 (4.158)] [KD 2.734 (2.877)] 2024-10-17 21:20:54,885 - Train: 59.34% [742350/1251000] [593.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001085] [CE 4.262 (4.137)] [KD 3.021 (2.912)] 2024-10-17 21:21:07,065 - Train: 59.34% [742400/1251000] [593.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001085] [CE 4.145 (4.141)] [KD 3.038 (2.901)] 2024-10-17 21:21:19,458 - Train: 59.35% [742450/1251000] [593.5/1000.0] [batch_t 0.302 (0.247)] [data_t 0.009] [optim_t 0.293] [lr 0.001085] [CE 4.504 (4.157)] [KD 2.973 (2.866)] 2024-10-17 21:21:31,411 - Train: 59.35% [742500/1251000] [593.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001085] [CE 4.058 (4.175)] [KD 2.979 (2.866)] 2024-10-17 21:21:43,424 - Train: 59.36% [742550/1251000] [593.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001085] [CE 3.871 (4.162)] [KD 2.649 (2.863)] 2024-10-17 21:21:55,429 - Train: 59.36% [742600/1251000] [593.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001085] [CE 4.192 (4.129)] [KD 2.873 (2.854)] 2024-10-17 21:22:07,641 - Train: 59.36% [742650/1251000] [593.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001084] [CE 4.343 (4.114)] [KD 3.017 (2.817)] 2024-10-17 21:22:20,169 - Train: 59.37% [742700/1251000] [593.7/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.001084] [CE 3.794 (4.197)] [KD 2.714 (2.883)] 2024-10-17 21:22:32,098 - Train: 59.37% [742750/1251000] [593.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001084] [CE 4.388 (4.127)] [KD 2.775 (2.866)] 2024-10-17 21:22:44,101 - Train: 59.38% [742800/1251000] [593.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001084] [CE 4.027 (4.113)] [KD 2.785 (2.857)] 2024-10-17 21:22:56,273 - Train: 59.38% [742850/1251000] [593.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001084] [CE 4.460 (4.122)] [KD 3.219 (2.856)] 2024-10-17 21:23:08,226 - Train: 59.38% [742900/1251000] [593.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001084] [CE 4.709 (4.156)] [KD 2.932 (2.865)] 2024-10-17 21:23:20,152 - Train: 59.39% [742950/1251000] [593.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001083] [CE 4.368 (4.128)] [KD 2.983 (2.832)] 2024-10-17 21:23:32,639 - Train: 59.39% [743000/1251000] [593.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.001083] [CE 4.163 (4.120)] [KD 2.860 (2.831)] 2024-10-17 21:23:44,776 - Train: 59.40% [743050/1251000] [594.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001083] [CE 3.918 (4.101)] [KD 2.678 (2.858)] 2024-10-17 21:24:07,439 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39004] [top5_cnt 47120] [top_all 50000] 2024-10-17 21:24:07,440 - net: 78.008 (94.240) 2024-10-17 21:24:20,252 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.250)] [top1_cnt 40458] [top5_cnt 47706] [top_all 50000] 2024-10-17 21:24:20,253 - net_E: 80.916 (95.412) 2024-10-17 21:24:20,372 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.936 (epoch: 593)] 2024-10-17 21:24:20,372 - ==> Total time: 2 days, 6:11:00 Eta: 1 day, 13:02:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:24:25,989 - Train: 59.40% [743100/1251000] [594.0/1000.0] [batch_t 0.402 (0.703)] [data_t 0.009] [optim_t 0.393] [lr 0.001083] [CE 4.091 (4.066)] [KD 2.881 (2.735)] 2024-10-17 21:24:37,896 - Train: 59.40% [743150/1251000] [594.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001083] [CE 4.112 (4.086)] [KD 2.847 (2.783)] 2024-10-17 21:24:50,193 - Train: 59.41% [743200/1251000] [594.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001082] [CE 4.148 (4.109)] [KD 3.042 (2.885)] 2024-10-17 21:25:02,594 - Train: 59.41% [743250/1251000] [594.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001082] [CE 3.901 (4.156)] [KD 2.814 (2.897)] 2024-10-17 21:25:14,825 - Train: 59.42% [743300/1251000] [594.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001082] [CE 4.288 (4.137)] [KD 2.948 (2.865)] 2024-10-17 21:25:26,744 - Train: 59.42% [743350/1251000] [594.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001082] [CE 4.106 (4.074)] [KD 2.958 (2.848)] 2024-10-17 21:25:38,653 - Train: 59.42% [743400/1251000] [594.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001082] [CE 4.299 (4.156)] [KD 2.996 (2.896)] 2024-10-17 21:25:51,028 - Train: 59.43% [743450/1251000] [594.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001082] [CE 3.876 (4.074)] [KD 2.644 (2.845)] 2024-10-17 21:26:03,137 - Train: 59.43% [743500/1251000] [594.3/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001081] [CE 3.979 (4.133)] [KD 2.647 (2.860)] 2024-10-17 21:26:15,710 - Train: 59.44% [743550/1251000] [594.4/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001081] [CE 4.058 (4.058)] [KD 2.964 (2.844)] 2024-10-17 21:26:27,963 - Train: 59.44% [743600/1251000] [594.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001081] [CE 4.412 (4.160)] [KD 2.854 (2.833)] 2024-10-17 21:26:40,346 - Train: 59.44% [743650/1251000] [594.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001081] [CE 3.608 (4.184)] [KD 2.610 (2.837)] 2024-10-17 21:26:52,352 - Train: 59.45% [743700/1251000] [594.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001081] [CE 4.026 (4.150)] [KD 2.809 (2.849)] 2024-10-17 21:27:05,023 - Train: 59.45% [743750/1251000] [594.5/1000.0] [batch_t 0.262 (0.253)] [data_t 0.009] [optim_t 0.253] [lr 0.001080] [CE 4.400 (4.116)] [KD 3.095 (2.822)] 2024-10-17 21:27:17,408 - Train: 59.46% [743800/1251000] [594.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001080] [CE 4.490 (4.117)] [KD 2.942 (2.883)] 2024-10-17 21:27:29,764 - Train: 59.46% [743850/1251000] [594.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001080] [CE 4.628 (4.172)] [KD 3.092 (2.866)] 2024-10-17 21:27:42,190 - Train: 59.46% [743900/1251000] [594.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001080] [CE 4.381 (4.148)] [KD 2.883 (2.839)] 2024-10-17 21:27:54,823 - Train: 59.47% [743950/1251000] [594.7/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001080] [CE 4.507 (4.097)] [KD 3.038 (2.819)] 2024-10-17 21:28:07,194 - Train: 59.47% [744000/1251000] [594.7/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001080] [CE 4.288 (4.085)] [KD 2.845 (2.829)] 2024-10-17 21:28:19,591 - Train: 59.48% [744050/1251000] [594.8/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001079] [CE 4.009 (4.024)] [KD 2.852 (2.821)] 2024-10-17 21:28:31,795 - Train: 59.48% [744100/1251000] [594.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001079] [CE 3.942 (4.131)] [KD 2.825 (2.873)] 2024-10-17 21:28:43,959 - Train: 59.48% [744150/1251000] [594.8/1000.0] [batch_t 0.283 (0.243)] [data_t 0.009] [optim_t 0.274] [lr 0.001079] [CE 4.004 (4.128)] [KD 2.780 (2.875)] 2024-10-17 21:28:56,410 - Train: 59.49% [744200/1251000] [594.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001079] [CE 4.251 (4.044)] [KD 2.831 (2.818)] 2024-10-17 21:29:08,548 - Train: 59.49% [744250/1251000] [594.9/1000.0] [batch_t 0.369 (0.243)] [data_t 0.009] [optim_t 0.360] [lr 0.001079] [CE 4.067 (4.132)] [KD 2.928 (2.883)] 2024-10-17 21:29:20,871 - Train: 59.50% [744300/1251000] [595.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001079] [CE 4.372 (4.193)] [KD 2.851 (2.882)] 2024-10-17 21:29:44,291 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38938] [top5_cnt 47057] [top_all 50000] 2024-10-17 21:29:44,291 - net: 77.876 (94.114) 2024-10-17 21:29:56,873 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40489] [top5_cnt 47727] [top_all 50000] 2024-10-17 21:29:56,874 - net_E: 80.978 (95.454) 2024-10-17 21:29:57,053 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 80.978 (epoch: 595)] 2024-10-17 21:29:57,053 - ==> Total time: 2 days, 6:16:37 Eta: 1 day, 12:56:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:30:06,967 - Train: 59.50% [744350/1251000] [595.0/1000.0] [batch_t 0.236 (0.433)] [data_t 0.009] [optim_t 0.227] [lr 0.001078] [CE 4.343 (3.992)] [KD 2.864 (2.758)] 2024-10-17 21:30:19,080 - Train: 59.50% [744400/1251000] [595.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001078] [CE 3.866 (4.134)] [KD 2.755 (2.851)] 2024-10-17 21:30:31,405 - Train: 59.51% [744450/1251000] [595.1/1000.0] [batch_t 0.450 (0.246)] [data_t 0.009] [optim_t 0.441] [lr 0.001078] [CE 4.202 (4.086)] [KD 2.908 (2.841)] 2024-10-17 21:30:43,474 - Train: 59.51% [744500/1251000] [595.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001078] [CE 4.239 (4.121)] [KD 2.874 (2.843)] 2024-10-17 21:30:55,198 - Train: 59.52% [744550/1251000] [595.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.001078] [CE 4.194 (4.164)] [KD 3.002 (2.869)] 2024-10-17 21:31:07,416 - Train: 59.52% [744600/1251000] [595.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001077] [CE 4.565 (4.181)] [KD 3.029 (2.899)] 2024-10-17 21:31:19,172 - Train: 59.52% [744650/1251000] [595.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001077] [CE 4.304 (4.110)] [KD 3.038 (2.819)] 2024-10-17 21:31:30,997 - Train: 59.53% [744700/1251000] [595.3/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001077] [CE 3.936 (4.088)] [KD 2.877 (2.842)] 2024-10-17 21:31:43,026 - Train: 59.53% [744750/1251000] [595.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001077] [CE 4.236 (4.095)] [KD 2.890 (2.822)] 2024-10-17 21:31:55,376 - Train: 59.54% [744800/1251000] [595.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001077] [CE 4.221 (4.105)] [KD 3.140 (2.843)] 2024-10-17 21:32:07,238 - Train: 59.54% [744850/1251000] [595.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001077] [CE 4.060 (4.011)] [KD 2.713 (2.819)] 2024-10-17 21:32:19,257 - Train: 59.54% [744900/1251000] [595.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001076] [CE 3.833 (4.151)] [KD 2.672 (2.847)] 2024-10-17 21:32:31,043 - Train: 59.55% [744950/1251000] [595.5/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001076] [CE 4.096 (4.106)] [KD 2.842 (2.849)] 2024-10-17 21:32:43,098 - Train: 59.55% [745000/1251000] [595.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001076] [CE 3.784 (4.097)] [KD 2.536 (2.810)] 2024-10-17 21:32:55,063 - Train: 59.56% [745050/1251000] [595.6/1000.0] [batch_t 0.309 (0.239)] [data_t 0.009] [optim_t 0.300] [lr 0.001076] [CE 3.876 (4.161)] [KD 2.849 (2.870)] 2024-10-17 21:33:06,987 - Train: 59.56% [745100/1251000] [595.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001076] [CE 4.050 (4.126)] [KD 2.851 (2.884)] 2024-10-17 21:33:19,062 - Train: 59.56% [745150/1251000] [595.6/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001075] [CE 4.311 (4.090)] [KD 2.842 (2.827)] 2024-10-17 21:33:31,343 - Train: 59.57% [745200/1251000] [595.7/1000.0] [batch_t 0.371 (0.245)] [data_t 0.009] [optim_t 0.362] [lr 0.001075] [CE 4.176 (4.082)] [KD 2.815 (2.875)] 2024-10-17 21:33:43,192 - Train: 59.57% [745250/1251000] [595.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001075] [CE 4.419 (4.126)] [KD 2.983 (2.831)] 2024-10-17 21:33:55,469 - Train: 59.58% [745300/1251000] [595.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001075] [CE 4.324 (4.069)] [KD 2.989 (2.836)] 2024-10-17 21:34:07,753 - Train: 59.58% [745350/1251000] [595.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001075] [CE 4.339 (4.102)] [KD 2.902 (2.844)] 2024-10-17 21:34:20,089 - Train: 59.58% [745400/1251000] [595.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001075] [CE 4.403 (4.149)] [KD 3.163 (2.915)] 2024-10-17 21:34:32,141 - Train: 59.59% [745450/1251000] [595.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001074] [CE 3.280 (4.074)] [KD 2.532 (2.830)] 2024-10-17 21:34:44,521 - Train: 59.59% [745500/1251000] [595.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001074] [CE 3.821 (4.061)] [KD 2.793 (2.873)] 2024-10-17 21:34:56,531 - Train: 59.60% [745550/1251000] [596.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001074] [CE 3.836 (4.047)] [KD 2.782 (2.834)] 2024-10-17 21:35:19,721 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38822] [top5_cnt 46993] [top_all 50000] 2024-10-17 21:35:19,722 - net: 77.644 (93.986) 2024-10-17 21:35:32,694 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 40505] [top5_cnt 47711] [top_all 50000] 2024-10-17 21:35:32,694 - net_E: 81.010 (95.422) 2024-10-17 21:35:32,845 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.010 (epoch: 596)] 2024-10-17 21:35:32,845 - ==> Total time: 2 days, 6:22:13 Eta: 1 day, 12:51:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:35:40,888 - Train: 59.60% [745600/1251000] [596.0/1000.0] [batch_t 0.234 (0.454)] [data_t 0.009] [optim_t 0.225] [lr 0.001074] [CE 3.996 (4.194)] [KD 2.765 (2.882)] 2024-10-17 21:35:52,826 - Train: 59.60% [745650/1251000] [596.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001074] [CE 3.774 (4.076)] [KD 2.527 (2.778)] 2024-10-17 21:36:04,902 - Train: 59.61% [745700/1251000] [596.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001074] [CE 3.809 (4.091)] [KD 2.837 (2.813)] 2024-10-17 21:36:17,069 - Train: 59.61% [745750/1251000] [596.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001073] [CE 4.031 (4.060)] [KD 2.755 (2.803)] 2024-10-17 21:36:28,896 - Train: 59.62% [745800/1251000] [596.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001073] [CE 4.115 (4.087)] [KD 2.957 (2.812)] 2024-10-17 21:36:40,926 - Train: 59.62% [745850/1251000] [596.2/1000.0] [batch_t 0.473 (0.240)] [data_t 0.009] [optim_t 0.464] [lr 0.001073] [CE 4.243 (4.178)] [KD 2.952 (2.855)] 2024-10-17 21:36:53,072 - Train: 59.62% [745900/1251000] [596.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001073] [CE 4.165 (4.097)] [KD 2.929 (2.859)] 2024-10-17 21:37:05,015 - Train: 59.63% [745950/1251000] [596.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001073] [CE 4.278 (4.131)] [KD 3.040 (2.913)] 2024-10-17 21:37:17,314 - Train: 59.63% [746000/1251000] [596.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001072] [CE 3.899 (4.102)] [KD 2.625 (2.809)] 2024-10-17 21:37:29,616 - Train: 59.64% [746050/1251000] [596.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001072] [CE 4.417 (4.096)] [KD 3.093 (2.812)] 2024-10-17 21:37:42,344 - Train: 59.64% [746100/1251000] [596.4/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.001072] [CE 4.233 (4.113)] [KD 3.115 (2.822)] 2024-10-17 21:37:54,753 - Train: 59.64% [746150/1251000] [596.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001072] [CE 3.998 (4.174)] [KD 2.825 (2.923)] 2024-10-17 21:38:07,270 - Train: 59.65% [746200/1251000] [596.5/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001072] [CE 3.485 (4.084)] [KD 2.705 (2.831)] 2024-10-17 21:38:18,995 - Train: 59.65% [746250/1251000] [596.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001072] [CE 3.858 (4.089)] [KD 2.783 (2.833)] 2024-10-17 21:38:31,065 - Train: 59.66% [746300/1251000] [596.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001071] [CE 4.152 (4.109)] [KD 2.996 (2.851)] 2024-10-17 21:38:43,028 - Train: 59.66% [746350/1251000] [596.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001071] [CE 4.165 (4.153)] [KD 2.907 (2.868)] 2024-10-17 21:38:55,116 - Train: 59.66% [746400/1251000] [596.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001071] [CE 3.919 (4.090)] [KD 2.707 (2.834)] 2024-10-17 21:39:07,178 - Train: 59.67% [746450/1251000] [596.7/1000.0] [batch_t 0.304 (0.241)] [data_t 0.009] [optim_t 0.295] [lr 0.001071] [CE 4.105 (4.137)] [KD 2.916 (2.853)] 2024-10-17 21:39:19,207 - Train: 59.67% [746500/1251000] [596.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001071] [CE 4.155 (4.137)] [KD 2.928 (2.871)] 2024-10-17 21:39:31,121 - Train: 59.68% [746550/1251000] [596.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001071] [CE 4.043 (4.087)] [KD 2.727 (2.788)] 2024-10-17 21:39:43,220 - Train: 59.68% [746600/1251000] [596.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001070] [CE 3.489 (4.068)] [KD 2.634 (2.813)] 2024-10-17 21:39:55,119 - Train: 59.68% [746650/1251000] [596.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001070] [CE 4.295 (4.149)] [KD 2.878 (2.842)] 2024-10-17 21:40:07,568 - Train: 59.69% [746700/1251000] [596.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001070] [CE 3.937 (4.171)] [KD 2.923 (2.873)] 2024-10-17 21:40:19,851 - Train: 59.69% [746750/1251000] [596.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001070] [CE 4.198 (4.140)] [KD 2.822 (2.838)] 2024-10-17 21:40:31,691 - Train: 59.70% [746800/1251000] [597.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001070] [CE 3.986 (4.085)] [KD 2.891 (2.828)] 2024-10-17 21:40:54,885 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39012] [top5_cnt 47084] [top_all 50000] 2024-10-17 21:40:54,885 - net: 78.024 (94.168) 2024-10-17 21:41:07,525 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40498] [top5_cnt 47717] [top_all 50000] 2024-10-17 21:41:07,525 - net_E: 80.996 (95.434) 2024-10-17 21:41:07,665 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.010 (epoch: 596)] 2024-10-17 21:41:07,665 - ==> Total time: 2 days, 6:27:48 Eta: 1 day, 12:45:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:41:12,495 - Train: 59.70% [746850/1251000] [597.0/1000.0] [batch_t 0.236 (1.144)] [data_t 0.009] [optim_t 0.227] [lr 0.001069] [CE 4.321 (4.361)] [KD 2.877 (2.846)] 2024-10-17 21:41:24,482 - Train: 59.70% [746900/1251000] [597.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001069] [CE 3.918 (4.169)] [KD 2.741 (2.848)] 2024-10-17 21:41:36,764 - Train: 59.71% [746950/1251000] [597.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001069] [CE 3.997 (4.126)] [KD 2.613 (2.850)] 2024-10-17 21:41:49,265 - Train: 59.71% [747000/1251000] [597.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001069] [CE 4.458 (4.088)] [KD 3.160 (2.821)] 2024-10-17 21:42:01,035 - Train: 59.72% [747050/1251000] [597.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001069] [CE 4.501 (4.126)] [KD 2.907 (2.832)] 2024-10-17 21:42:12,964 - Train: 59.72% [747100/1251000] [597.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001069] [CE 4.174 (4.090)] [KD 2.827 (2.786)] 2024-10-17 21:42:24,850 - Train: 59.72% [747150/1251000] [597.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001068] [CE 4.210 (4.104)] [KD 2.900 (2.811)] 2024-10-17 21:42:36,954 - Train: 59.73% [747200/1251000] [597.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001068] [CE 3.964 (4.038)] [KD 2.675 (2.760)] 2024-10-17 21:42:48,807 - Train: 59.73% [747250/1251000] [597.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001068] [CE 4.279 (4.137)] [KD 2.940 (2.840)] 2024-10-17 21:43:00,806 - Train: 59.74% [747300/1251000] [597.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001068] [CE 4.375 (4.105)] [KD 3.212 (2.837)] 2024-10-17 21:43:12,781 - Train: 59.74% [747350/1251000] [597.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001068] [CE 4.377 (4.120)] [KD 2.914 (2.862)] 2024-10-17 21:43:24,837 - Train: 59.74% [747400/1251000] [597.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001067] [CE 4.083 (4.071)] [KD 2.921 (2.815)] 2024-10-17 21:43:36,549 - Train: 59.75% [747450/1251000] [597.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001067] [CE 3.838 (4.160)] [KD 2.832 (2.834)] 2024-10-17 21:43:48,430 - Train: 59.75% [747500/1251000] [597.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001067] [CE 4.767 (4.141)] [KD 2.941 (2.844)] 2024-10-17 21:44:00,403 - Train: 59.76% [747550/1251000] [597.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001067] [CE 4.386 (4.089)] [KD 3.000 (2.789)] 2024-10-17 21:44:12,596 - Train: 59.76% [747600/1251000] [597.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001067] [CE 3.928 (4.097)] [KD 2.710 (2.787)] 2024-10-17 21:44:24,635 - Train: 59.76% [747650/1251000] [597.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001067] [CE 4.210 (4.129)] [KD 2.792 (2.827)] 2024-10-17 21:44:36,490 - Train: 59.77% [747700/1251000] [597.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001066] [CE 4.362 (4.125)] [KD 3.267 (2.844)] 2024-10-17 21:44:48,354 - Train: 59.77% [747750/1251000] [597.7/1000.0] [batch_t 0.353 (0.237)] [data_t 0.009] [optim_t 0.344] [lr 0.001066] [CE 4.194 (4.036)] [KD 2.701 (2.822)] 2024-10-17 21:45:00,559 - Train: 59.78% [747800/1251000] [597.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001066] [CE 3.916 (4.035)] [KD 2.710 (2.822)] 2024-10-17 21:45:12,535 - Train: 59.78% [747850/1251000] [597.8/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.001066] [CE 4.761 (4.185)] [KD 3.277 (2.864)] 2024-10-17 21:45:24,907 - Train: 59.78% [747900/1251000] [597.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001066] [CE 4.253 (4.110)] [KD 2.936 (2.862)] 2024-10-17 21:45:37,211 - Train: 59.79% [747950/1251000] [597.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001066] [CE 4.537 (4.152)] [KD 3.063 (2.889)] 2024-10-17 21:45:49,454 - Train: 59.79% [748000/1251000] [597.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001065] [CE 4.097 (4.103)] [KD 2.843 (2.816)] 2024-10-17 21:46:01,499 - Train: 59.80% [748050/1251000] [598.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001065] [CE 4.779 (4.103)] [KD 3.274 (2.858)] 2024-10-17 21:46:25,910 - Test (net): 100.00% [50/50] [batch_t 0.071 (0.251)] [top1_cnt 39037] [top5_cnt 47112] [top_all 50000] 2024-10-17 21:46:25,910 - net: 78.074 (94.224) 2024-10-17 21:46:38,527 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40507] [top5_cnt 47726] [top_all 50000] 2024-10-17 21:46:38,527 - net_E: 81.014 (95.452) 2024-10-17 21:46:38,660 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.014 (epoch: 598)] 2024-10-17 21:46:38,661 - ==> Total time: 2 days, 6:33:19 Eta: 1 day, 12:40:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:46:44,844 - Train: 59.80% [748100/1251000] [598.0/1000.0] [batch_t 0.237 (0.793)] [data_t 0.009] [optim_t 0.228] [lr 0.001065] [CE 3.590 (3.935)] [KD 2.453 (2.755)] 2024-10-17 21:46:56,640 - Train: 59.80% [748150/1251000] [598.0/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.001065] [CE 4.114 (4.108)] [KD 2.550 (2.831)] 2024-10-17 21:47:09,227 - Train: 59.81% [748200/1251000] [598.1/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001065] [CE 3.920 (4.113)] [KD 2.568 (2.824)] 2024-10-17 21:47:21,535 - Train: 59.81% [748250/1251000] [598.1/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001064] [CE 4.601 (4.134)] [KD 3.034 (2.852)] 2024-10-17 21:47:33,802 - Train: 59.82% [748300/1251000] [598.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001064] [CE 3.762 (4.069)] [KD 2.697 (2.815)] 2024-10-17 21:47:46,021 - Train: 59.82% [748350/1251000] [598.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001064] [CE 4.776 (4.130)] [KD 3.086 (2.848)] 2024-10-17 21:47:58,075 - Train: 59.82% [748400/1251000] [598.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001064] [CE 3.919 (4.104)] [KD 2.508 (2.788)] 2024-10-17 21:48:10,058 - Train: 59.83% [748450/1251000] [598.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001064] [CE 3.633 (4.163)] [KD 2.483 (2.854)] 2024-10-17 21:48:22,050 - Train: 59.83% [748500/1251000] [598.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001064] [CE 3.704 (4.121)] [KD 2.712 (2.852)] 2024-10-17 21:48:34,469 - Train: 59.84% [748550/1251000] [598.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001063] [CE 3.942 (4.129)] [KD 2.760 (2.809)] 2024-10-17 21:48:46,693 - Train: 59.84% [748600/1251000] [598.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001063] [CE 3.992 (4.092)] [KD 2.784 (2.813)] 2024-10-17 21:48:58,901 - Train: 59.84% [748650/1251000] [598.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001063] [CE 3.629 (4.123)] [KD 2.506 (2.834)] 2024-10-17 21:49:10,837 - Train: 59.85% [748700/1251000] [598.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001063] [CE 3.916 (4.008)] [KD 2.666 (2.762)] 2024-10-17 21:49:22,724 - Train: 59.85% [748750/1251000] [598.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001063] [CE 4.374 (4.110)] [KD 2.962 (2.849)] 2024-10-17 21:49:34,832 - Train: 59.86% [748800/1251000] [598.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001063] [CE 3.903 (4.104)] [KD 2.667 (2.839)] 2024-10-17 21:49:47,730 - Train: 59.86% [748850/1251000] [598.6/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.001062] [CE 4.264 (4.098)] [KD 3.008 (2.822)] 2024-10-17 21:49:59,924 - Train: 59.86% [748900/1251000] [598.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001062] [CE 3.830 (4.111)] [KD 2.757 (2.844)] 2024-10-17 21:50:12,097 - Train: 59.87% [748950/1251000] [598.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001062] [CE 4.512 (4.117)] [KD 2.929 (2.826)] 2024-10-17 21:50:24,211 - Train: 59.87% [749000/1251000] [598.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001062] [CE 3.948 (4.147)] [KD 2.588 (2.861)] 2024-10-17 21:50:36,279 - Train: 59.88% [749050/1251000] [598.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001062] [CE 4.138 (4.079)] [KD 2.789 (2.816)] 2024-10-17 21:50:48,269 - Train: 59.88% [749100/1251000] [598.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001061] [CE 4.060 (4.083)] [KD 2.732 (2.824)] 2024-10-17 21:51:00,686 - Train: 59.88% [749150/1251000] [598.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.001061] [CE 4.056 (4.031)] [KD 2.700 (2.820)] 2024-10-17 21:51:13,313 - Train: 59.89% [749200/1251000] [598.9/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.001061] [CE 3.920 (4.080)] [KD 2.968 (2.820)] 2024-10-17 21:51:25,815 - Train: 59.89% [749250/1251000] [598.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001061] [CE 4.430 (4.168)] [KD 2.918 (2.838)] 2024-10-17 21:51:37,907 - Train: 59.90% [749300/1251000] [599.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001061] [CE 4.020 (4.139)] [KD 2.912 (2.808)] 2024-10-17 21:52:02,402 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 39088] [top5_cnt 47143] [top_all 50000] 2024-10-17 21:52:02,403 - net: 78.176 (94.286) 2024-10-17 21:52:14,773 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40530] [top5_cnt 47736] [top_all 50000] 2024-10-17 21:52:14,773 - net_E: 81.060 (95.472) 2024-10-17 21:52:14,926 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.060 (epoch: 599)] 2024-10-17 21:52:14,926 - ==> Total time: 2 days, 6:38:55 Eta: 1 day, 12:35:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:52:20,686 - Train: 59.90% [749350/1251000] [599.0/1000.0] [batch_t 1.188 (1.188)] [data_t 0.959] [optim_t 0.228] [lr 0.001061] [CE 3.651 (3.651)] [KD 2.637 (2.637)] 2024-10-17 21:52:32,878 - Train: 59.90% [749400/1251000] [599.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001060] [CE 4.224 (4.136)] [KD 2.895 (2.866)] 2024-10-17 21:52:45,643 - Train: 59.91% [749450/1251000] [599.1/1000.0] [batch_t 0.244 (0.255)] [data_t 0.009] [optim_t 0.235] [lr 0.001060] [CE 4.138 (4.040)] [KD 2.850 (2.738)] 2024-10-17 21:52:58,064 - Train: 59.91% [749500/1251000] [599.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001060] [CE 3.922 (4.142)] [KD 2.669 (2.821)] 2024-10-17 21:53:10,257 - Train: 59.92% [749550/1251000] [599.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.001060] [CE 4.041 (4.106)] [KD 2.904 (2.789)] 2024-10-17 21:53:22,478 - Train: 59.92% [749600/1251000] [599.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001060] [CE 3.797 (4.103)] [KD 2.621 (2.839)] 2024-10-17 21:53:35,044 - Train: 59.92% [749650/1251000] [599.2/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.001059] [CE 4.394 (4.073)] [KD 3.049 (2.816)] 2024-10-17 21:53:47,845 - Train: 59.93% [749700/1251000] [599.3/1000.0] [batch_t 0.243 (0.256)] [data_t 0.009] [optim_t 0.234] [lr 0.001059] [CE 3.906 (4.111)] [KD 2.739 (2.845)] 2024-10-17 21:54:00,542 - Train: 59.93% [749750/1251000] [599.3/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.001059] [CE 3.688 (4.209)] [KD 2.749 (2.877)] 2024-10-17 21:54:13,026 - Train: 59.94% [749800/1251000] [599.4/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001059] [CE 4.132 (4.119)] [KD 2.759 (2.815)] 2024-10-17 21:54:25,293 - Train: 59.94% [749850/1251000] [599.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001059] [CE 3.618 (4.161)] [KD 2.593 (2.835)] 2024-10-17 21:54:37,521 - Train: 59.94% [749900/1251000] [599.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001059] [CE 4.320 (4.080)] [KD 2.886 (2.818)] 2024-10-17 21:54:49,602 - Train: 59.95% [749950/1251000] [599.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001058] [CE 4.140 (4.125)] [KD 2.900 (2.822)] 2024-10-17 21:55:01,882 - Train: 59.95% [750000/1251000] [599.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001058] [CE 4.322 (4.077)] [KD 2.973 (2.812)] 2024-10-17 21:55:14,413 - Train: 59.96% [750050/1251000] [599.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.001058] [CE 4.423 (4.102)] [KD 3.091 (2.791)] 2024-10-17 21:55:26,957 - Train: 59.96% [750100/1251000] [599.6/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001058] [CE 4.110 (4.140)] [KD 2.872 (2.840)] 2024-10-17 21:55:39,162 - Train: 59.96% [750150/1251000] [599.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001058] [CE 4.131 (4.150)] [KD 2.711 (2.858)] 2024-10-17 21:55:51,848 - Train: 59.97% [750200/1251000] [599.7/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.001058] [CE 4.176 (4.154)] [KD 2.745 (2.831)] 2024-10-17 21:56:04,524 - Train: 59.97% [750250/1251000] [599.7/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001057] [CE 4.153 (4.119)] [KD 2.986 (2.814)] 2024-10-17 21:56:16,587 - Train: 59.98% [750300/1251000] [599.8/1000.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.001057] [CE 3.305 (4.016)] [KD 2.306 (2.764)] 2024-10-17 21:56:29,036 - Train: 59.98% [750350/1251000] [599.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001057] [CE 4.295 (4.095)] [KD 2.984 (2.775)] 2024-10-17 21:56:41,785 - Train: 59.98% [750400/1251000] [599.8/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.001057] [CE 3.958 (4.066)] [KD 2.626 (2.787)] 2024-10-17 21:56:54,423 - Train: 59.99% [750450/1251000] [599.9/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.001057] [CE 3.739 (4.087)] [KD 2.598 (2.864)] 2024-10-17 21:57:06,718 - Train: 59.99% [750500/1251000] [599.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001056] [CE 4.650 (4.105)] [KD 3.197 (2.816)] 2024-10-17 21:57:19,272 - Train: 60.00% [750550/1251000] [600.0/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001056] [CE 4.228 (4.075)] [KD 3.009 (2.816)] 2024-10-17 21:57:31,515 - Train: 60.00% [750600/1251000] [600.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001056] [CE 4.140 (4.129)] [KD 2.856 (2.872)] 2024-10-17 21:57:43,677 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39126] [top5_cnt 47108] [top_all 50000] 2024-10-17 21:57:43,678 - net: 78.252 (94.216) 2024-10-17 21:57:56,170 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40536] [top5_cnt 47743] [top_all 50000] 2024-10-17 21:57:56,171 - net_E: 81.072 (95.486) 2024-10-17 21:57:56,297 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.072 (epoch: 600)] 2024-10-17 21:57:56,298 - ==> Total time: 2 days, 6:44:36 Eta: 1 day, 12:29:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 21:58:14,707 - Train: 60.00% [750650/1251000] [600.0/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001056] [CE 4.369 (4.157)] [KD 3.183 (2.831)] 2024-10-17 21:58:27,347 - Train: 60.01% [750700/1251000] [600.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001056] [CE 3.705 (4.066)] [KD 2.914 (2.821)] 2024-10-17 21:58:39,314 - Train: 60.01% [750750/1251000] [600.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001056] [CE 4.313 (4.102)] [KD 2.886 (2.788)] 2024-10-17 21:58:51,645 - Train: 60.02% [750800/1251000] [600.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001055] [CE 4.217 (4.098)] [KD 2.798 (2.808)] 2024-10-17 21:59:03,383 - Train: 60.02% [750850/1251000] [600.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.001055] [CE 4.490 (4.135)] [KD 2.972 (2.866)] 2024-10-17 21:59:15,339 - Train: 60.02% [750900/1251000] [600.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001055] [CE 4.767 (4.163)] [KD 3.007 (2.873)] 2024-10-17 21:59:27,178 - Train: 60.03% [750950/1251000] [600.3/1000.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.001055] [CE 4.447 (4.131)] [KD 3.233 (2.818)] 2024-10-17 21:59:39,566 - Train: 60.03% [751000/1251000] [600.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001055] [CE 4.061 (4.029)] [KD 2.676 (2.779)] 2024-10-17 21:59:51,678 - Train: 60.04% [751050/1251000] [600.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001055] [CE 4.370 (4.020)] [KD 2.951 (2.794)] 2024-10-17 22:00:03,819 - Train: 60.04% [751100/1251000] [600.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001054] [CE 4.205 (4.086)] [KD 2.771 (2.794)] 2024-10-17 22:00:15,764 - Train: 60.04% [751150/1251000] [600.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001054] [CE 3.551 (4.116)] [KD 2.473 (2.857)] 2024-10-17 22:00:27,651 - Train: 60.05% [751200/1251000] [600.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001054] [CE 3.969 (4.141)] [KD 2.990 (2.893)] 2024-10-17 22:00:39,654 - Train: 60.05% [751250/1251000] [600.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001054] [CE 3.366 (4.202)] [KD 2.466 (2.894)] 2024-10-17 22:00:51,812 - Train: 60.06% [751300/1251000] [600.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001054] [CE 4.518 (4.064)] [KD 3.038 (2.808)] 2024-10-17 22:01:04,440 - Train: 60.06% [751350/1251000] [600.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001053] [CE 4.708 (4.106)] [KD 2.991 (2.807)] 2024-10-17 22:01:16,438 - Train: 60.06% [751400/1251000] [600.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001053] [CE 4.393 (4.128)] [KD 3.135 (2.868)] 2024-10-17 22:01:28,333 - Train: 60.07% [751450/1251000] [600.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001053] [CE 4.318 (4.154)] [KD 2.820 (2.870)] 2024-10-17 22:01:40,842 - Train: 60.07% [751500/1251000] [600.7/1000.0] [batch_t 0.496 (0.250)] [data_t 0.009] [optim_t 0.487] [lr 0.001053] [CE 4.724 (4.125)] [KD 3.314 (2.862)] 2024-10-17 22:01:52,886 - Train: 60.08% [751550/1251000] [600.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001053] [CE 3.811 (4.082)] [KD 2.612 (2.801)] 2024-10-17 22:02:04,953 - Train: 60.08% [751600/1251000] [600.8/1000.0] [batch_t 0.260 (0.241)] [data_t 0.009] [optim_t 0.251] [lr 0.001053] [CE 4.570 (4.105)] [KD 3.010 (2.835)] 2024-10-17 22:02:17,474 - Train: 60.08% [751650/1251000] [600.8/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.001052] [CE 4.544 (4.090)] [KD 3.029 (2.856)] 2024-10-17 22:02:29,623 - Train: 60.09% [751700/1251000] [600.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001052] [CE 4.272 (4.153)] [KD 3.023 (2.856)] 2024-10-17 22:02:41,510 - Train: 60.09% [751750/1251000] [600.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001052] [CE 3.913 (4.138)] [KD 2.758 (2.863)] 2024-10-17 22:02:53,468 - Train: 60.10% [751800/1251000] [601.0/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001052] [CE 4.172 (4.088)] [KD 2.879 (2.819)] 2024-10-17 22:03:05,288 - Train: 60.10% [751850/1251000] [601.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001052] [CE 4.107 (4.089)] [KD 2.911 (2.832)] 2024-10-17 22:03:17,952 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 38659] [top5_cnt 47003] [top_all 50000] 2024-10-17 22:03:17,952 - net: 77.318 (94.006) 2024-10-17 22:03:30,180 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40533] [top5_cnt 47750] [top_all 50000] 2024-10-17 22:03:30,180 - net_E: 81.066 (95.500) 2024-10-17 22:03:30,309 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.072 (epoch: 600)] 2024-10-17 22:03:30,309 - ==> Total time: 2 days, 6:50:10 Eta: 1 day, 12:24:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:03:46,103 - Train: 60.10% [751900/1251000] [601.0/1000.0] [batch_t 0.233 (0.294)] [data_t 0.009] [optim_t 0.224] [lr 0.001052] [CE 3.836 (4.093)] [KD 2.641 (2.824)] 2024-10-17 22:03:58,546 - Train: 60.11% [751950/1251000] [601.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001051] [CE 4.275 (4.138)] [KD 2.806 (2.828)] 2024-10-17 22:04:10,458 - Train: 60.11% [752000/1251000] [601.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001051] [CE 4.107 (4.132)] [KD 2.644 (2.852)] 2024-10-17 22:04:22,652 - Train: 60.12% [752050/1251000] [601.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001051] [CE 4.311 (4.058)] [KD 3.125 (2.786)] 2024-10-17 22:04:34,954 - Train: 60.12% [752100/1251000] [601.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001051] [CE 3.840 (4.077)] [KD 2.850 (2.823)] 2024-10-17 22:04:47,568 - Train: 60.12% [752150/1251000] [601.2/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.001051] [CE 4.410 (4.156)] [KD 2.808 (2.847)] 2024-10-17 22:04:59,755 - Train: 60.13% [752200/1251000] [601.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001050] [CE 4.653 (4.113)] [KD 3.096 (2.856)] 2024-10-17 22:05:12,356 - Train: 60.13% [752250/1251000] [601.3/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.001050] [CE 4.277 (4.068)] [KD 2.948 (2.844)] 2024-10-17 22:05:24,435 - Train: 60.14% [752300/1251000] [601.4/1000.0] [batch_t 0.286 (0.241)] [data_t 0.059] [optim_t 0.227] [lr 0.001050] [CE 4.200 (4.047)] [KD 2.844 (2.756)] 2024-10-17 22:05:36,953 - Train: 60.14% [752350/1251000] [601.4/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001050] [CE 4.135 (4.097)] [KD 2.776 (2.831)] 2024-10-17 22:05:49,116 - Train: 60.14% [752400/1251000] [601.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001050] [CE 4.078 (4.051)] [KD 2.592 (2.780)] 2024-10-17 22:06:00,931 - Train: 60.15% [752450/1251000] [601.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.001050] [CE 3.990 (4.110)] [KD 2.850 (2.820)] 2024-10-17 22:06:13,368 - Train: 60.15% [752500/1251000] [601.5/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001049] [CE 4.319 (4.129)] [KD 2.941 (2.849)] 2024-10-17 22:06:25,926 - Train: 60.16% [752550/1251000] [601.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001049] [CE 3.771 (4.123)] [KD 2.523 (2.855)] 2024-10-17 22:06:38,176 - Train: 60.16% [752600/1251000] [601.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001049] [CE 4.349 (4.107)] [KD 2.944 (2.849)] 2024-10-17 22:06:50,403 - Train: 60.16% [752650/1251000] [601.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001049] [CE 4.420 (4.094)] [KD 3.191 (2.846)] 2024-10-17 22:07:02,670 - Train: 60.17% [752700/1251000] [601.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001049] [CE 4.081 (4.124)] [KD 2.763 (2.813)] 2024-10-17 22:07:15,073 - Train: 60.17% [752750/1251000] [601.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001048] [CE 3.633 (4.066)] [KD 2.427 (2.787)] 2024-10-17 22:07:27,464 - Train: 60.18% [752800/1251000] [601.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001048] [CE 3.810 (4.094)] [KD 2.775 (2.806)] 2024-10-17 22:07:40,018 - Train: 60.18% [752850/1251000] [601.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001048] [CE 3.819 (4.072)] [KD 2.738 (2.797)] 2024-10-17 22:07:52,468 - Train: 60.18% [752900/1251000] [601.8/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.001048] [CE 4.206 (4.081)] [KD 2.761 (2.814)] 2024-10-17 22:08:05,173 - Train: 60.19% [752950/1251000] [601.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.001048] [CE 3.919 (4.114)] [KD 2.663 (2.813)] 2024-10-17 22:08:17,513 - Train: 60.19% [753000/1251000] [601.9/1000.0] [batch_t 0.264 (0.247)] [data_t 0.009] [optim_t 0.255] [lr 0.001048] [CE 4.057 (4.099)] [KD 2.938 (2.795)] 2024-10-17 22:08:29,809 - Train: 60.20% [753050/1251000] [602.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001047] [CE 3.921 (4.098)] [KD 2.696 (2.815)] 2024-10-17 22:08:42,283 - Train: 60.20% [753100/1251000] [602.0/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001047] [CE 4.325 (4.108)] [KD 2.964 (2.825)] 2024-10-17 22:08:55,381 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 38947] [top5_cnt 47087] [top_all 50000] 2024-10-17 22:08:55,381 - net: 77.894 (94.174) 2024-10-17 22:09:07,996 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40556] [top5_cnt 47755] [top_all 50000] 2024-10-17 22:09:07,997 - net_E: 81.112 (95.510) 2024-10-17 22:09:08,160 - Max [top1: 78.266 (epoch: 589)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:09:08,161 - ==> Total time: 2 days, 6:55:48 Eta: 1 day, 12:18:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:09:25,656 - Train: 60.20% [753150/1251000] [602.0/1000.0] [batch_t 0.241 (0.266)] [data_t 0.009] [optim_t 0.232] [lr 0.001047] [CE 3.683 (4.135)] [KD 2.753 (2.826)] 2024-10-17 22:09:38,454 - Train: 60.21% [753200/1251000] [602.1/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.001047] [CE 3.798 (4.098)] [KD 2.669 (2.802)] 2024-10-17 22:09:50,333 - Train: 60.21% [753250/1251000] [602.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001047] [CE 4.688 (4.162)] [KD 3.193 (2.858)] 2024-10-17 22:10:02,887 - Train: 60.22% [753300/1251000] [602.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.001047] [CE 3.900 (4.135)] [KD 2.723 (2.802)] 2024-10-17 22:10:15,191 - Train: 60.22% [753350/1251000] [602.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001046] [CE 3.901 (4.089)] [KD 2.725 (2.798)] 2024-10-17 22:10:27,796 - Train: 60.22% [753400/1251000] [602.2/1000.0] [batch_t 0.258 (0.252)] [data_t 0.009] [optim_t 0.249] [lr 0.001046] [CE 3.992 (4.058)] [KD 2.675 (2.778)] 2024-10-17 22:10:40,273 - Train: 60.23% [753450/1251000] [602.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001046] [CE 4.141 (4.090)] [KD 2.791 (2.858)] 2024-10-17 22:10:52,533 - Train: 60.23% [753500/1251000] [602.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001046] [CE 4.200 (4.131)] [KD 2.891 (2.854)] 2024-10-17 22:11:04,651 - Train: 60.24% [753550/1251000] [602.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001046] [CE 3.947 (4.097)] [KD 2.625 (2.820)] 2024-10-17 22:11:16,556 - Train: 60.24% [753600/1251000] [602.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001045] [CE 4.749 (4.131)] [KD 3.043 (2.811)] 2024-10-17 22:11:28,572 - Train: 60.24% [753650/1251000] [602.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001045] [CE 3.881 (4.070)] [KD 2.556 (2.774)] 2024-10-17 22:11:40,614 - Train: 60.25% [753700/1251000] [602.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001045] [CE 4.245 (4.040)] [KD 2.950 (2.805)] 2024-10-17 22:11:53,035 - Train: 60.25% [753750/1251000] [602.5/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001045] [CE 3.754 (4.103)] [KD 2.545 (2.768)] 2024-10-17 22:12:05,162 - Train: 60.26% [753800/1251000] [602.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.001045] [CE 3.643 (4.167)] [KD 2.516 (2.843)] 2024-10-17 22:12:17,470 - Train: 60.26% [753850/1251000] [602.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001045] [CE 3.892 (4.150)] [KD 2.716 (2.852)] 2024-10-17 22:12:29,449 - Train: 60.26% [753900/1251000] [602.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001044] [CE 4.096 (4.169)] [KD 2.927 (2.874)] 2024-10-17 22:12:41,793 - Train: 60.27% [753950/1251000] [602.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001044] [CE 4.405 (4.108)] [KD 3.129 (2.826)] 2024-10-17 22:12:54,012 - Train: 60.27% [754000/1251000] [602.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001044] [CE 3.722 (4.138)] [KD 2.888 (2.832)] 2024-10-17 22:13:06,322 - Train: 60.28% [754050/1251000] [602.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001044] [CE 3.826 (4.088)] [KD 2.663 (2.807)] 2024-10-17 22:13:19,009 - Train: 60.28% [754100/1251000] [602.8/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.001044] [CE 3.929 (4.058)] [KD 2.699 (2.816)] 2024-10-17 22:13:31,396 - Train: 60.28% [754150/1251000] [602.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001044] [CE 3.845 (4.076)] [KD 2.691 (2.795)] 2024-10-17 22:13:44,344 - Train: 60.29% [754200/1251000] [602.9/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.001043] [CE 4.498 (4.123)] [KD 3.039 (2.865)] 2024-10-17 22:13:57,414 - Train: 60.29% [754250/1251000] [602.9/1000.0] [batch_t 0.243 (0.261)] [data_t 0.009] [optim_t 0.233] [lr 0.001043] [CE 4.071 (4.148)] [KD 2.842 (2.864)] 2024-10-17 22:14:10,145 - Train: 60.30% [754300/1251000] [603.0/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.001043] [CE 4.225 (4.070)] [KD 2.817 (2.798)] 2024-10-17 22:14:22,695 - Train: 60.30% [754350/1251000] [603.0/1000.0] [batch_t 0.294 (0.251)] [data_t 0.009] [optim_t 0.286] [lr 0.001043] [CE 4.423 (4.057)] [KD 3.062 (2.804)] 2024-10-17 22:14:35,781 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39190] [top5_cnt 47164] [top_all 50000] 2024-10-17 22:14:35,782 - net: 78.380 (94.328) 2024-10-17 22:14:48,091 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40542] [top5_cnt 47753] [top_all 50000] 2024-10-17 22:14:48,092 - net_E: 81.084 (95.506) 2024-10-17 22:14:48,251 - Max [top1: 78.380 (epoch: 603)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:14:48,251 - ==> Total time: 2 days, 7:01:28 Eta: 1 day, 12:13:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:15:05,624 - Train: 60.30% [754400/1251000] [603.0/1000.0] [batch_t 0.243 (0.256)] [data_t 0.009] [optim_t 0.234] [lr 0.001043] [CE 4.192 (4.089)] [KD 3.055 (2.763)] 2024-10-17 22:15:18,298 - Train: 60.31% [754450/1251000] [603.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001042] [CE 3.915 (4.125)] [KD 2.746 (2.804)] 2024-10-17 22:15:30,787 - Train: 60.31% [754500/1251000] [603.1/1000.0] [batch_t 0.249 (0.250)] [data_t 0.009] [optim_t 0.240] [lr 0.001042] [CE 4.305 (4.146)] [KD 2.932 (2.800)] 2024-10-17 22:15:43,378 - Train: 60.32% [754550/1251000] [603.2/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001042] [CE 4.630 (4.045)] [KD 3.292 (2.790)] 2024-10-17 22:15:56,416 - Train: 60.32% [754600/1251000] [603.2/1000.0] [batch_t 0.464 (0.261)] [data_t 0.009] [optim_t 0.455] [lr 0.001042] [CE 3.946 (4.073)] [KD 2.844 (2.837)] 2024-10-17 22:16:08,912 - Train: 60.32% [754650/1251000] [603.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001042] [CE 4.208 (4.169)] [KD 2.599 (2.857)] 2024-10-17 22:16:21,766 - Train: 60.33% [754700/1251000] [603.3/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001042] [CE 4.566 (4.131)] [KD 3.160 (2.820)] 2024-10-17 22:16:35,550 - Train: 60.33% [754750/1251000] [603.3/1000.0] [batch_t 0.248 (0.276)] [data_t 0.009] [optim_t 0.240] [lr 0.001041] [CE 3.999 (4.083)] [KD 2.758 (2.824)] 2024-10-17 22:16:48,347 - Train: 60.34% [754800/1251000] [603.4/1000.0] [batch_t 0.257 (0.256)] [data_t 0.009] [optim_t 0.247] [lr 0.001041] [CE 4.023 (4.036)] [KD 2.826 (2.800)] 2024-10-17 22:17:01,272 - Train: 60.34% [754850/1251000] [603.4/1000.0] [batch_t 0.260 (0.258)] [data_t 0.009] [optim_t 0.251] [lr 0.001041] [CE 4.106 (4.152)] [KD 3.019 (2.828)] 2024-10-17 22:17:14,022 - Train: 60.34% [754900/1251000] [603.4/1000.0] [batch_t 0.368 (0.255)] [data_t 0.009] [optim_t 0.359] [lr 0.001041] [CE 3.846 (4.137)] [KD 2.764 (2.839)] 2024-10-17 22:17:26,532 - Train: 60.35% [754950/1251000] [603.5/1000.0] [batch_t 0.253 (0.250)] [data_t 0.009] [optim_t 0.244] [lr 0.001041] [CE 4.264 (4.155)] [KD 2.843 (2.796)] 2024-10-17 22:17:39,393 - Train: 60.35% [755000/1251000] [603.5/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.001041] [CE 4.404 (4.142)] [KD 2.991 (2.822)] 2024-10-17 22:17:52,085 - Train: 60.36% [755050/1251000] [603.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001040] [CE 3.463 (4.142)] [KD 2.497 (2.809)] 2024-10-17 22:18:04,523 - Train: 60.36% [755100/1251000] [603.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001040] [CE 3.763 (4.104)] [KD 2.548 (2.811)] 2024-10-17 22:18:17,381 - Train: 60.36% [755150/1251000] [603.6/1000.0] [batch_t 0.381 (0.257)] [data_t 0.009] [optim_t 0.372] [lr 0.001040] [CE 4.458 (4.095)] [KD 3.069 (2.805)] 2024-10-17 22:18:29,723 - Train: 60.37% [755200/1251000] [603.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001040] [CE 3.988 (4.216)] [KD 2.771 (2.863)] 2024-10-17 22:18:42,080 - Train: 60.37% [755250/1251000] [603.7/1000.0] [batch_t 0.368 (0.247)] [data_t 0.009] [optim_t 0.359] [lr 0.001040] [CE 4.209 (4.047)] [KD 2.877 (2.809)] 2024-10-17 22:18:54,060 - Train: 60.38% [755300/1251000] [603.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001039] [CE 3.997 (4.046)] [KD 2.736 (2.798)] 2024-10-17 22:19:05,989 - Train: 60.38% [755350/1251000] [603.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001039] [CE 3.768 (4.039)] [KD 2.720 (2.821)] 2024-10-17 22:19:18,260 - Train: 60.38% [755400/1251000] [603.8/1000.0] [batch_t 0.281 (0.245)] [data_t 0.009] [optim_t 0.272] [lr 0.001039] [CE 4.362 (4.081)] [KD 2.939 (2.813)] 2024-10-17 22:19:30,917 - Train: 60.39% [755450/1251000] [603.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.001039] [CE 4.002 (4.079)] [KD 2.901 (2.763)] 2024-10-17 22:19:43,143 - Train: 60.39% [755500/1251000] [603.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001039] [CE 3.602 (4.115)] [KD 2.533 (2.853)] 2024-10-17 22:19:55,611 - Train: 60.40% [755550/1251000] [604.0/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.001039] [CE 4.007 (4.146)] [KD 2.769 (2.878)] 2024-10-17 22:20:07,939 - Train: 60.40% [755600/1251000] [604.0/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.001038] [CE 3.748 (4.140)] [KD 2.495 (2.856)] 2024-10-17 22:20:21,286 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39043] [top5_cnt 47082] [top_all 50000] 2024-10-17 22:20:21,286 - net: 78.086 (94.164) 2024-10-17 22:20:33,673 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.239)] [top1_cnt 40523] [top5_cnt 47766] [top_all 50000] 2024-10-17 22:20:33,673 - net_E: 81.046 (95.532) 2024-10-17 22:20:33,822 - Max [top1: 78.380 (epoch: 603)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:20:33,823 - ==> Total time: 2 days, 7:07:14 Eta: 1 day, 12:08:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:20:48,930 - Train: 60.40% [755650/1251000] [604.0/1000.0] [batch_t 0.233 (0.292)] [data_t 0.009] [optim_t 0.224] [lr 0.001038] [CE 4.241 (4.126)] [KD 2.918 (2.820)] 2024-10-17 22:21:01,694 - Train: 60.41% [755700/1251000] [604.1/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.001038] [CE 3.575 (4.120)] [KD 2.471 (2.810)] 2024-10-17 22:21:13,595 - Train: 60.41% [755750/1251000] [604.1/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001038] [CE 4.266 (4.140)] [KD 2.934 (2.801)] 2024-10-17 22:21:25,815 - Train: 60.42% [755800/1251000] [604.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001038] [CE 3.846 (4.084)] [KD 2.789 (2.775)] 2024-10-17 22:21:38,693 - Train: 60.42% [755850/1251000] [604.2/1000.0] [batch_t 0.323 (0.257)] [data_t 0.009] [optim_t 0.315] [lr 0.001038] [CE 4.039 (4.098)] [KD 2.633 (2.812)] 2024-10-17 22:21:51,252 - Train: 60.42% [755900/1251000] [604.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.001037] [CE 4.518 (4.018)] [KD 3.112 (2.763)] 2024-10-17 22:22:04,029 - Train: 60.43% [755950/1251000] [604.3/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.001037] [CE 3.953 (4.128)] [KD 2.805 (2.821)] 2024-10-17 22:22:16,708 - Train: 60.43% [756000/1251000] [604.3/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001037] [CE 4.075 (4.088)] [KD 2.735 (2.812)] 2024-10-17 22:22:29,215 - Train: 60.44% [756050/1251000] [604.4/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.001037] [CE 4.334 (4.082)] [KD 3.001 (2.798)] 2024-10-17 22:22:41,412 - Train: 60.44% [756100/1251000] [604.4/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.001037] [CE 4.297 (4.074)] [KD 2.961 (2.786)] 2024-10-17 22:22:54,124 - Train: 60.44% [756150/1251000] [604.4/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.001036] [CE 3.979 (4.096)] [KD 2.688 (2.799)] 2024-10-17 22:23:07,221 - Train: 60.45% [756200/1251000] [604.5/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.001036] [CE 4.237 (4.130)] [KD 2.917 (2.790)] 2024-10-17 22:23:21,076 - Train: 60.45% [756250/1251000] [604.5/1000.0] [batch_t 0.279 (0.277)] [data_t 0.009] [optim_t 0.270] [lr 0.001036] [CE 3.854 (4.048)] [KD 2.638 (2.799)] 2024-10-17 22:23:34,760 - Train: 60.46% [756300/1251000] [604.6/1000.0] [batch_t 0.295 (0.274)] [data_t 0.009] [optim_t 0.286] [lr 0.001036] [CE 4.168 (4.131)] [KD 2.902 (2.827)] 2024-10-17 22:23:48,301 - Train: 60.46% [756350/1251000] [604.6/1000.0] [batch_t 0.288 (0.271)] [data_t 0.009] [optim_t 0.279] [lr 0.001036] [CE 4.048 (4.108)] [KD 2.577 (2.795)] 2024-10-17 22:24:01,311 - Train: 60.46% [756400/1251000] [604.6/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.001036] [CE 3.898 (4.110)] [KD 2.945 (2.823)] 2024-10-17 22:24:13,478 - Train: 60.47% [756450/1251000] [604.7/1000.0] [batch_t 0.283 (0.243)] [data_t 0.009] [optim_t 0.274] [lr 0.001035] [CE 3.992 (4.082)] [KD 2.829 (2.805)] 2024-10-17 22:24:25,779 - Train: 60.47% [756500/1251000] [604.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001035] [CE 4.243 (4.025)] [KD 2.852 (2.808)] 2024-10-17 22:24:38,229 - Train: 60.48% [756550/1251000] [604.8/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001035] [CE 4.129 (4.150)] [KD 2.795 (2.855)] 2024-10-17 22:24:50,846 - Train: 60.48% [756600/1251000] [604.8/1000.0] [batch_t 0.354 (0.252)] [data_t 0.009] [optim_t 0.345] [lr 0.001035] [CE 4.120 (4.141)] [KD 2.788 (2.831)] 2024-10-17 22:25:04,077 - Train: 60.48% [756650/1251000] [604.8/1000.0] [batch_t 0.442 (0.264)] [data_t 0.009] [optim_t 0.433] [lr 0.001035] [CE 4.232 (4.046)] [KD 2.713 (2.778)] 2024-10-17 22:25:16,013 - Train: 60.49% [756700/1251000] [604.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001035] [CE 4.374 (4.168)] [KD 2.979 (2.827)] 2024-10-17 22:25:28,936 - Train: 60.49% [756750/1251000] [604.9/1000.0] [batch_t 0.312 (0.258)] [data_t 0.009] [optim_t 0.303] [lr 0.001034] [CE 4.125 (4.148)] [KD 2.798 (2.883)] 2024-10-17 22:25:41,984 - Train: 60.50% [756800/1251000] [605.0/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.001034] [CE 4.178 (4.117)] [KD 3.089 (2.862)] 2024-10-17 22:25:54,455 - Train: 60.50% [756850/1251000] [605.0/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001034] [CE 3.423 (4.093)] [KD 2.574 (2.834)] 2024-10-17 22:26:08,183 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.247)] [top1_cnt 39094] [top5_cnt 47124] [top_all 50000] 2024-10-17 22:26:08,184 - net: 78.188 (94.248) 2024-10-17 22:26:20,856 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40511] [top5_cnt 47754] [top_all 50000] 2024-10-17 22:26:20,857 - net_E: 81.022 (95.508) 2024-10-17 22:26:21,002 - Max [top1: 78.380 (epoch: 603)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:26:21,002 - ==> Total time: 2 days, 7:13:01 Eta: 1 day, 12:03:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:26:36,410 - Train: 60.50% [756900/1251000] [605.0/1000.0] [batch_t 0.239 (0.305)] [data_t 0.009] [optim_t 0.230] [lr 0.001034] [CE 3.941 (4.122)] [KD 2.984 (2.842)] 2024-10-17 22:26:48,885 - Train: 60.51% [756950/1251000] [605.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001034] [CE 4.262 (4.071)] [KD 2.859 (2.826)] 2024-10-17 22:27:00,785 - Train: 60.51% [757000/1251000] [605.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001033] [CE 4.725 (4.119)] [KD 2.906 (2.809)] 2024-10-17 22:27:12,684 - Train: 60.52% [757050/1251000] [605.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001033] [CE 4.180 (4.162)] [KD 2.779 (2.832)] 2024-10-17 22:27:24,743 - Train: 60.52% [757100/1251000] [605.2/1000.0] [batch_t 0.376 (0.241)] [data_t 0.009] [optim_t 0.367] [lr 0.001033] [CE 4.417 (4.149)] [KD 2.955 (2.845)] 2024-10-17 22:27:37,190 - Train: 60.52% [757150/1251000] [605.2/1000.0] [batch_t 0.294 (0.249)] [data_t 0.009] [optim_t 0.285] [lr 0.001033] [CE 4.470 (4.180)] [KD 3.129 (2.855)] 2024-10-17 22:27:49,614 - Train: 60.53% [757200/1251000] [605.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001033] [CE 3.701 (4.177)] [KD 2.557 (2.810)] 2024-10-17 22:28:01,945 - Train: 60.53% [757250/1251000] [605.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001033] [CE 4.337 (4.025)] [KD 3.066 (2.799)] 2024-10-17 22:28:14,395 - Train: 60.54% [757300/1251000] [605.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001032] [CE 4.192 (4.099)] [KD 2.672 (2.820)] 2024-10-17 22:28:27,059 - Train: 60.54% [757350/1251000] [605.4/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001032] [CE 3.634 (4.048)] [KD 2.464 (2.809)] 2024-10-17 22:28:39,160 - Train: 60.54% [757400/1251000] [605.4/1000.0] [batch_t 0.305 (0.242)] [data_t 0.009] [optim_t 0.296] [lr 0.001032] [CE 4.111 (4.127)] [KD 2.886 (2.867)] 2024-10-17 22:28:51,018 - Train: 60.55% [757450/1251000] [605.5/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001032] [CE 4.237 (4.073)] [KD 2.837 (2.800)] 2024-10-17 22:29:03,290 - Train: 60.55% [757500/1251000] [605.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001032] [CE 4.009 (4.114)] [KD 2.770 (2.795)] 2024-10-17 22:29:15,818 - Train: 60.56% [757550/1251000] [605.6/1000.0] [batch_t 0.245 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.001032] [CE 3.646 (4.068)] [KD 2.831 (2.788)] 2024-10-17 22:29:28,479 - Train: 60.56% [757600/1251000] [605.6/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001031] [CE 3.931 (4.128)] [KD 2.688 (2.830)] 2024-10-17 22:29:40,583 - Train: 60.56% [757650/1251000] [605.6/1000.0] [batch_t 0.454 (0.242)] [data_t 0.009] [optim_t 0.445] [lr 0.001031] [CE 3.942 (4.065)] [KD 2.634 (2.789)] 2024-10-17 22:29:52,767 - Train: 60.57% [757700/1251000] [605.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001031] [CE 3.978 (4.104)] [KD 2.847 (2.806)] 2024-10-17 22:30:05,249 - Train: 60.57% [757750/1251000] [605.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001031] [CE 4.274 (4.134)] [KD 2.617 (2.833)] 2024-10-17 22:30:17,140 - Train: 60.58% [757800/1251000] [605.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001031] [CE 3.878 (4.129)] [KD 2.692 (2.830)] 2024-10-17 22:30:29,101 - Train: 60.58% [757850/1251000] [605.8/1000.0] [batch_t 0.298 (0.239)] [data_t 0.009] [optim_t 0.289] [lr 0.001030] [CE 3.839 (4.117)] [KD 2.811 (2.828)] 2024-10-17 22:30:42,669 - Train: 60.58% [757900/1251000] [605.8/1000.0] [batch_t 0.261 (0.271)] [data_t 0.009] [optim_t 0.252] [lr 0.001030] [CE 3.897 (4.093)] [KD 2.692 (2.801)] 2024-10-17 22:30:56,315 - Train: 60.59% [757950/1251000] [605.9/1000.0] [batch_t 0.239 (0.273)] [data_t 0.009] [optim_t 0.230] [lr 0.001030] [CE 4.599 (4.113)] [KD 2.944 (2.822)] 2024-10-17 22:31:09,563 - Train: 60.59% [758000/1251000] [605.9/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.001030] [CE 3.521 (4.081)] [KD 2.534 (2.806)] 2024-10-17 22:31:23,189 - Train: 60.60% [758050/1251000] [606.0/1000.0] [batch_t 0.278 (0.272)] [data_t 0.009] [optim_t 0.270] [lr 0.001030] [CE 4.198 (4.093)] [KD 3.069 (2.816)] 2024-10-17 22:31:36,153 - Train: 60.60% [758100/1251000] [606.0/1000.0] [batch_t 0.240 (0.259)] [data_t 0.009] [optim_t 0.231] [lr 0.001030] [CE 4.269 (4.091)] [KD 2.960 (2.792)] 2024-10-17 22:31:50,092 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39014] [top5_cnt 47099] [top_all 50000] 2024-10-17 22:31:50,092 - net: 78.028 (94.198) 2024-10-17 22:32:02,731 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.246)] [top1_cnt 40503] [top5_cnt 47744] [top_all 50000] 2024-10-17 22:32:02,731 - net_E: 81.006 (95.488) 2024-10-17 22:32:02,871 - Max [top1: 78.380 (epoch: 603)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:32:02,872 - ==> Total time: 2 days, 7:18:43 Eta: 1 day, 11:57:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:32:18,568 - Train: 60.60% [758150/1251000] [606.0/1000.0] [batch_t 0.233 (0.287)] [data_t 0.009] [optim_t 0.224] [lr 0.001029] [CE 3.752 (4.013)] [KD 2.606 (2.777)] 2024-10-17 22:32:30,563 - Train: 60.61% [758200/1251000] [606.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001029] [CE 4.564 (4.130)] [KD 2.835 (2.789)] 2024-10-17 22:32:42,724 - Train: 60.61% [758250/1251000] [606.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001029] [CE 4.246 (4.079)] [KD 3.028 (2.769)] 2024-10-17 22:32:55,483 - Train: 60.62% [758300/1251000] [606.2/1000.0] [batch_t 0.282 (0.255)] [data_t 0.009] [optim_t 0.273] [lr 0.001029] [CE 4.118 (4.141)] [KD 2.572 (2.782)] 2024-10-17 22:33:08,637 - Train: 60.62% [758350/1251000] [606.2/1000.0] [batch_t 0.247 (0.263)] [data_t 0.009] [optim_t 0.238] [lr 0.001029] [CE 4.688 (4.032)] [KD 3.107 (2.765)] 2024-10-17 22:33:21,923 - Train: 60.62% [758400/1251000] [606.2/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.001029] [CE 4.201 (4.062)] [KD 2.834 (2.757)] 2024-10-17 22:33:35,259 - Train: 60.63% [758450/1251000] [606.3/1000.0] [batch_t 0.252 (0.267)] [data_t 0.009] [optim_t 0.243] [lr 0.001028] [CE 3.660 (4.098)] [KD 2.558 (2.823)] 2024-10-17 22:33:48,083 - Train: 60.63% [758500/1251000] [606.3/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.001028] [CE 3.873 (4.112)] [KD 2.863 (2.824)] 2024-10-17 22:34:00,031 - Train: 60.64% [758550/1251000] [606.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001028] [CE 4.023 (4.128)] [KD 2.689 (2.822)] 2024-10-17 22:34:12,299 - Train: 60.64% [758600/1251000] [606.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001028] [CE 4.114 (4.098)] [KD 2.814 (2.801)] 2024-10-17 22:34:24,528 - Train: 60.64% [758650/1251000] [606.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001028] [CE 4.492 (4.069)] [KD 2.982 (2.816)] 2024-10-17 22:34:36,637 - Train: 60.65% [758700/1251000] [606.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001027] [CE 4.125 (4.005)] [KD 2.910 (2.763)] 2024-10-17 22:34:48,963 - Train: 60.65% [758750/1251000] [606.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001027] [CE 4.688 (4.164)] [KD 3.126 (2.791)] 2024-10-17 22:35:01,329 - Train: 60.66% [758800/1251000] [606.6/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001027] [CE 3.852 (4.099)] [KD 2.685 (2.825)] 2024-10-17 22:35:13,788 - Train: 60.66% [758850/1251000] [606.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001027] [CE 4.207 (4.123)] [KD 2.867 (2.815)] 2024-10-17 22:35:26,119 - Train: 60.66% [758900/1251000] [606.6/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001027] [CE 4.084 (4.068)] [KD 2.854 (2.815)] 2024-10-17 22:35:38,348 - Train: 60.67% [758950/1251000] [606.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001027] [CE 3.920 (4.043)] [KD 2.701 (2.776)] 2024-10-17 22:35:51,318 - Train: 60.67% [759000/1251000] [606.7/1000.0] [batch_t 0.263 (0.259)] [data_t 0.009] [optim_t 0.254] [lr 0.001026] [CE 4.308 (4.112)] [KD 2.974 (2.772)] 2024-10-17 22:36:04,566 - Train: 60.68% [759050/1251000] [606.8/1000.0] [batch_t 0.284 (0.265)] [data_t 0.009] [optim_t 0.275] [lr 0.001026] [CE 4.503 (4.135)] [KD 3.056 (2.868)] 2024-10-17 22:36:18,143 - Train: 60.68% [759100/1251000] [606.8/1000.0] [batch_t 0.308 (0.271)] [data_t 0.009] [optim_t 0.299] [lr 0.001026] [CE 4.725 (4.074)] [KD 2.910 (2.760)] 2024-10-17 22:36:31,412 - Train: 60.68% [759150/1251000] [606.8/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.001026] [CE 3.913 (4.096)] [KD 2.591 (2.800)] 2024-10-17 22:36:44,640 - Train: 60.69% [759200/1251000] [606.9/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.001026] [CE 4.287 (4.192)] [KD 2.858 (2.810)] 2024-10-17 22:36:57,028 - Train: 60.69% [759250/1251000] [606.9/1000.0] [batch_t 0.281 (0.248)] [data_t 0.009] [optim_t 0.272] [lr 0.001026] [CE 4.375 (4.099)] [KD 2.978 (2.798)] 2024-10-17 22:37:09,471 - Train: 60.70% [759300/1251000] [607.0/1000.0] [batch_t 0.255 (0.249)] [data_t 0.009] [optim_t 0.246] [lr 0.001025] [CE 4.524 (4.098)] [KD 3.020 (2.799)] 2024-10-17 22:37:21,469 - Train: 60.70% [759350/1251000] [607.0/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001025] [CE 4.023 (4.142)] [KD 2.852 (2.859)] 2024-10-17 22:37:36,309 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.261)] [top1_cnt 39210] [top5_cnt 47184] [top_all 50000] 2024-10-17 22:37:36,310 - net: 78.420 (94.368) 2024-10-17 22:37:48,998 - Test (net_E): 100.00% [50/50] [batch_t 0.087 (0.247)] [top1_cnt 40527] [top5_cnt 47748] [top_all 50000] 2024-10-17 22:37:48,999 - net_E: 81.054 (95.496) 2024-10-17 22:37:49,141 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:37:49,141 - ==> Total time: 2 days, 7:24:29 Eta: 1 day, 11:52:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:38:05,821 - Train: 60.70% [759400/1251000] [607.0/1000.0] [batch_t 0.233 (0.277)] [data_t 0.009] [optim_t 0.224] [lr 0.001025] [CE 4.069 (4.049)] [KD 2.739 (2.757)] 2024-10-17 22:38:18,597 - Train: 60.71% [759450/1251000] [607.1/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.001025] [CE 4.576 (4.083)] [KD 2.864 (2.789)] 2024-10-17 22:38:31,838 - Train: 60.71% [759500/1251000] [607.1/1000.0] [batch_t 0.304 (0.265)] [data_t 0.009] [optim_t 0.295] [lr 0.001025] [CE 4.370 (4.141)] [KD 2.728 (2.804)] 2024-10-17 22:38:45,281 - Train: 60.72% [759550/1251000] [607.2/1000.0] [batch_t 0.271 (0.269)] [data_t 0.009] [optim_t 0.262] [lr 0.001024] [CE 4.269 (4.096)] [KD 2.970 (2.803)] 2024-10-17 22:38:57,450 - Train: 60.72% [759600/1251000] [607.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001024] [CE 4.152 (4.163)] [KD 2.891 (2.840)] 2024-10-17 22:39:09,536 - Train: 60.72% [759650/1251000] [607.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001024] [CE 4.808 (4.091)] [KD 3.283 (2.796)] 2024-10-17 22:39:21,605 - Train: 60.73% [759700/1251000] [607.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001024] [CE 3.833 (4.044)] [KD 2.829 (2.797)] 2024-10-17 22:39:33,761 - Train: 60.73% [759750/1251000] [607.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001024] [CE 4.930 (4.068)] [KD 3.258 (2.768)] 2024-10-17 22:39:45,861 - Train: 60.74% [759800/1251000] [607.4/1000.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.001024] [CE 4.119 (4.109)] [KD 2.925 (2.842)] 2024-10-17 22:39:58,095 - Train: 60.74% [759850/1251000] [607.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001023] [CE 4.602 (4.140)] [KD 3.110 (2.798)] 2024-10-17 22:40:10,762 - Train: 60.74% [759900/1251000] [607.4/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001023] [CE 4.013 (4.127)] [KD 2.734 (2.785)] 2024-10-17 22:40:22,636 - Train: 60.75% [759950/1251000] [607.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001023] [CE 3.880 (4.046)] [KD 2.762 (2.790)] 2024-10-17 22:40:34,540 - Train: 60.75% [760000/1251000] [607.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001023] [CE 4.150 (4.064)] [KD 2.879 (2.802)] 2024-10-17 22:40:46,973 - Train: 60.76% [760050/1251000] [607.6/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001023] [CE 4.373 (4.159)] [KD 2.910 (2.836)] 2024-10-17 22:40:58,995 - Train: 60.76% [760100/1251000] [607.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001023] [CE 3.901 (4.017)] [KD 2.508 (2.738)] 2024-10-17 22:41:11,497 - Train: 60.76% [760150/1251000] [607.6/1000.0] [batch_t 0.305 (0.250)] [data_t 0.009] [optim_t 0.296] [lr 0.001022] [CE 4.028 (4.046)] [KD 2.706 (2.773)] 2024-10-17 22:41:24,957 - Train: 60.77% [760200/1251000] [607.7/1000.0] [batch_t 0.250 (0.269)] [data_t 0.009] [optim_t 0.241] [lr 0.001022] [CE 3.779 (4.109)] [KD 2.693 (2.824)] 2024-10-17 22:41:38,201 - Train: 60.77% [760250/1251000] [607.7/1000.0] [batch_t 0.267 (0.265)] [data_t 0.009] [optim_t 0.258] [lr 0.001022] [CE 3.924 (4.121)] [KD 2.812 (2.798)] 2024-10-17 22:41:51,512 - Train: 60.78% [760300/1251000] [607.8/1000.0] [batch_t 0.274 (0.266)] [data_t 0.009] [optim_t 0.265] [lr 0.001022] [CE 4.062 (4.122)] [KD 3.011 (2.800)] 2024-10-17 22:42:04,036 - Train: 60.78% [760350/1251000] [607.8/1000.0] [batch_t 0.245 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.001022] [CE 4.205 (4.057)] [KD 2.894 (2.780)] 2024-10-17 22:42:16,560 - Train: 60.78% [760400/1251000] [607.8/1000.0] [batch_t 0.249 (0.250)] [data_t 0.009] [optim_t 0.240] [lr 0.001021] [CE 4.597 (4.056)] [KD 2.987 (2.803)] 2024-10-17 22:42:28,855 - Train: 60.79% [760450/1251000] [607.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001021] [CE 4.368 (4.165)] [KD 3.082 (2.867)] 2024-10-17 22:42:41,422 - Train: 60.79% [760500/1251000] [607.9/1000.0] [batch_t 0.272 (0.251)] [data_t 0.009] [optim_t 0.263] [lr 0.001021] [CE 4.217 (4.108)] [KD 2.889 (2.845)] 2024-10-17 22:42:54,098 - Train: 60.80% [760550/1251000] [608.0/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001021] [CE 4.406 (4.101)] [KD 3.061 (2.803)] 2024-10-17 22:43:06,812 - Train: 60.80% [760600/1251000] [608.0/1000.0] [batch_t 0.231 (0.254)] [data_t 0.009] [optim_t 0.222] [lr 0.001021] [CE 3.707 (4.040)] [KD 2.767 (2.784)] 2024-10-17 22:43:21,342 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 39196] [top5_cnt 47164] [top_all 50000] 2024-10-17 22:43:21,342 - net: 78.392 (94.328) 2024-10-17 22:43:35,182 - Test (net_E): 100.00% [50/50] [batch_t 0.087 (0.270)] [top1_cnt 40529] [top5_cnt 47761] [top_all 50000] 2024-10-17 22:43:35,183 - net_E: 81.058 (95.522) 2024-10-17 22:43:35,320 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:43:35,320 - ==> Total time: 2 days, 7:30:15 Eta: 1 day, 11:47:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:43:49,722 - Train: 60.80% [760650/1251000] [608.0/1000.0] [batch_t 0.235 (0.307)] [data_t 0.009] [optim_t 0.226] [lr 0.001021] [CE 4.219 (4.120)] [KD 2.802 (2.785)] 2024-10-17 22:44:03,023 - Train: 60.81% [760700/1251000] [608.1/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.001020] [CE 4.240 (4.051)] [KD 2.789 (2.748)] 2024-10-17 22:44:15,719 - Train: 60.81% [760750/1251000] [608.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001020] [CE 4.368 (4.140)] [KD 2.720 (2.783)] 2024-10-17 22:44:28,455 - Train: 60.82% [760800/1251000] [608.2/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.001020] [CE 4.411 (4.085)] [KD 2.893 (2.777)] 2024-10-17 22:44:40,974 - Train: 60.82% [760850/1251000] [608.2/1000.0] [batch_t 0.313 (0.250)] [data_t 0.009] [optim_t 0.304] [lr 0.001020] [CE 4.290 (4.046)] [KD 2.679 (2.707)] 2024-10-17 22:44:53,929 - Train: 60.82% [760900/1251000] [608.2/1000.0] [batch_t 0.248 (0.259)] [data_t 0.009] [optim_t 0.238] [lr 0.001020] [CE 4.306 (4.040)] [KD 2.990 (2.739)] 2024-10-17 22:45:07,081 - Train: 60.83% [760950/1251000] [608.3/1000.0] [batch_t 0.239 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.001020] [CE 4.688 (4.051)] [KD 3.220 (2.782)] 2024-10-17 22:45:20,846 - Train: 60.83% [761000/1251000] [608.3/1000.0] [batch_t 0.301 (0.275)] [data_t 0.009] [optim_t 0.292] [lr 0.001019] [CE 4.237 (4.035)] [KD 2.928 (2.720)] 2024-10-17 22:45:34,847 - Train: 60.84% [761050/1251000] [608.4/1000.0] [batch_t 0.380 (0.280)] [data_t 0.009] [optim_t 0.371] [lr 0.001019] [CE 4.064 (4.169)] [KD 2.896 (2.822)] 2024-10-17 22:45:49,166 - Train: 60.84% [761100/1251000] [608.4/1000.0] [batch_t 0.320 (0.286)] [data_t 0.009] [optim_t 0.312] [lr 0.001019] [CE 4.140 (4.031)] [KD 2.770 (2.755)] 2024-10-17 22:46:02,438 - Train: 60.84% [761150/1251000] [608.4/1000.0] [batch_t 0.233 (0.265)] [data_t 0.010] [optim_t 0.223] [lr 0.001019] [CE 4.117 (4.140)] [KD 2.664 (2.837)] 2024-10-17 22:46:14,254 - Train: 60.85% [761200/1251000] [608.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001019] [CE 4.026 (4.010)] [KD 2.921 (2.764)] 2024-10-17 22:46:26,255 - Train: 60.85% [761250/1251000] [608.5/1000.0] [batch_t 0.306 (0.240)] [data_t 0.009] [optim_t 0.297] [lr 0.001019] [CE 3.916 (4.167)] [KD 2.795 (2.853)] 2024-10-17 22:46:38,553 - Train: 60.86% [761300/1251000] [608.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001018] [CE 4.130 (4.144)] [KD 2.769 (2.837)] 2024-10-17 22:46:51,611 - Train: 60.86% [761350/1251000] [608.6/1000.0] [batch_t 0.250 (0.261)] [data_t 0.009] [optim_t 0.241] [lr 0.001018] [CE 3.628 (4.106)] [KD 2.490 (2.796)] 2024-10-17 22:47:05,348 - Train: 60.86% [761400/1251000] [608.6/1000.0] [batch_t 0.285 (0.275)] [data_t 0.009] [optim_t 0.276] [lr 0.001018] [CE 4.435 (4.154)] [KD 2.892 (2.801)] 2024-10-17 22:47:19,034 - Train: 60.87% [761450/1251000] [608.7/1000.0] [batch_t 0.286 (0.274)] [data_t 0.009] [optim_t 0.277] [lr 0.001018] [CE 4.306 (4.097)] [KD 3.023 (2.815)] 2024-10-17 22:47:32,612 - Train: 60.87% [761500/1251000] [608.7/1000.0] [batch_t 0.285 (0.271)] [data_t 0.009] [optim_t 0.276] [lr 0.001018] [CE 4.590 (4.145)] [KD 3.068 (2.850)] 2024-10-17 22:47:45,919 - Train: 60.88% [761550/1251000] [608.8/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.001017] [CE 4.316 (4.169)] [KD 2.910 (2.820)] 2024-10-17 22:47:58,142 - Train: 60.88% [761600/1251000] [608.8/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001017] [CE 4.262 (4.128)] [KD 3.013 (2.852)] 2024-10-17 22:48:11,253 - Train: 60.88% [761650/1251000] [608.8/1000.0] [batch_t 0.292 (0.262)] [data_t 0.009] [optim_t 0.283] [lr 0.001017] [CE 3.705 (4.152)] [KD 2.596 (2.810)] 2024-10-17 22:48:25,361 - Train: 60.89% [761700/1251000] [608.9/1000.0] [batch_t 0.278 (0.282)] [data_t 0.009] [optim_t 0.269] [lr 0.001017] [CE 3.644 (4.052)] [KD 2.545 (2.776)] 2024-10-17 22:48:39,015 - Train: 60.89% [761750/1251000] [608.9/1000.0] [batch_t 0.244 (0.273)] [data_t 0.009] [optim_t 0.235] [lr 0.001017] [CE 3.979 (4.065)] [KD 2.697 (2.768)] 2024-10-17 22:48:52,881 - Train: 60.90% [761800/1251000] [609.0/1000.0] [batch_t 0.266 (0.277)] [data_t 0.009] [optim_t 0.257] [lr 0.001017] [CE 4.154 (4.095)] [KD 2.798 (2.792)] 2024-10-17 22:49:06,441 - Train: 60.90% [761850/1251000] [609.0/1000.0] [batch_t 0.232 (0.271)] [data_t 0.009] [optim_t 0.223] [lr 0.001016] [CE 4.164 (4.148)] [KD 2.832 (2.847)] 2024-10-17 22:49:20,858 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39206] [top5_cnt 47206] [top_all 50000] 2024-10-17 22:49:20,858 - net: 78.412 (94.412) 2024-10-17 22:49:33,628 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 40530] [top5_cnt 47742] [top_all 50000] 2024-10-17 22:49:33,629 - net_E: 81.060 (95.484) 2024-10-17 22:49:33,775 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.112 (epoch: 602)] 2024-10-17 22:49:33,776 - ==> Total time: 2 days, 7:36:14 Eta: 1 day, 11:41:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:49:48,194 - Train: 60.90% [761900/1251000] [609.0/1000.0] [batch_t 0.238 (0.306)] [data_t 0.009] [optim_t 0.229] [lr 0.001016] [CE 4.032 (4.137)] [KD 2.675 (2.806)] 2024-10-17 22:50:00,891 - Train: 60.91% [761950/1251000] [609.1/1000.0] [batch_t 0.291 (0.254)] [data_t 0.009] [optim_t 0.282] [lr 0.001016] [CE 3.976 (4.162)] [KD 2.710 (2.855)] 2024-10-17 22:50:14,674 - Train: 60.91% [762000/1251000] [609.1/1000.0] [batch_t 0.246 (0.276)] [data_t 0.009] [optim_t 0.237] [lr 0.001016] [CE 4.386 (4.079)] [KD 3.082 (2.769)] 2024-10-17 22:50:28,205 - Train: 60.92% [762050/1251000] [609.2/1000.0] [batch_t 0.267 (0.270)] [data_t 0.009] [optim_t 0.258] [lr 0.001016] [CE 4.060 (4.100)] [KD 2.818 (2.760)] 2024-10-17 22:50:41,540 - Train: 60.92% [762100/1251000] [609.2/1000.0] [batch_t 0.237 (0.267)] [data_t 0.009] [optim_t 0.228] [lr 0.001016] [CE 3.956 (4.098)] [KD 2.796 (2.803)] 2024-10-17 22:50:53,548 - Train: 60.92% [762150/1251000] [609.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001015] [CE 4.074 (4.085)] [KD 2.695 (2.743)] 2024-10-17 22:51:06,911 - Train: 60.93% [762200/1251000] [609.3/1000.0] [batch_t 0.244 (0.267)] [data_t 0.009] [optim_t 0.235] [lr 0.001015] [CE 4.041 (4.054)] [KD 2.811 (2.742)] 2024-10-17 22:51:20,516 - Train: 60.93% [762250/1251000] [609.3/1000.0] [batch_t 0.275 (0.272)] [data_t 0.009] [optim_t 0.266] [lr 0.001015] [CE 3.811 (4.162)] [KD 2.956 (2.796)] 2024-10-17 22:51:33,818 - Train: 60.94% [762300/1251000] [609.4/1000.0] [batch_t 0.292 (0.266)] [data_t 0.009] [optim_t 0.283] [lr 0.001015] [CE 3.844 (4.064)] [KD 2.535 (2.748)] 2024-10-17 22:51:47,444 - Train: 60.94% [762350/1251000] [609.4/1000.0] [batch_t 0.269 (0.272)] [data_t 0.009] [optim_t 0.260] [lr 0.001015] [CE 3.123 (4.073)] [KD 2.237 (2.785)] 2024-10-17 22:52:00,312 - Train: 60.94% [762400/1251000] [609.4/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001014] [CE 3.964 (4.102)] [KD 2.626 (2.736)] 2024-10-17 22:52:12,537 - Train: 60.95% [762450/1251000] [609.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001014] [CE 4.111 (4.077)] [KD 2.963 (2.761)] 2024-10-17 22:52:24,993 - Train: 60.95% [762500/1251000] [609.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001014] [CE 3.940 (4.166)] [KD 2.601 (2.810)] 2024-10-17 22:52:37,814 - Train: 60.96% [762550/1251000] [609.6/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.001014] [CE 3.889 (4.215)] [KD 2.621 (2.834)] 2024-10-17 22:52:50,745 - Train: 60.96% [762600/1251000] [609.6/1000.0] [batch_t 0.256 (0.259)] [data_t 0.009] [optim_t 0.246] [lr 0.001014] [CE 4.225 (4.076)] [KD 2.738 (2.810)] 2024-10-17 22:53:04,583 - Train: 60.96% [762650/1251000] [609.6/1000.0] [batch_t 0.265 (0.277)] [data_t 0.009] [optim_t 0.256] [lr 0.001014] [CE 4.226 (4.139)] [KD 2.925 (2.848)] 2024-10-17 22:53:18,063 - Train: 60.97% [762700/1251000] [609.7/1000.0] [batch_t 0.260 (0.269)] [data_t 0.009] [optim_t 0.251] [lr 0.001013] [CE 4.507 (4.055)] [KD 3.025 (2.766)] 2024-10-17 22:53:31,738 - Train: 60.97% [762750/1251000] [609.7/1000.0] [batch_t 0.255 (0.273)] [data_t 0.009] [optim_t 0.246] [lr 0.001013] [CE 4.272 (4.077)] [KD 2.727 (2.794)] 2024-10-17 22:53:44,512 - Train: 60.98% [762800/1251000] [609.8/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.001013] [CE 4.310 (4.105)] [KD 2.894 (2.786)] 2024-10-17 22:53:57,077 - Train: 60.98% [762850/1251000] [609.8/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.001013] [CE 3.769 (4.098)] [KD 2.688 (2.778)] 2024-10-17 22:54:09,687 - Train: 60.98% [762900/1251000] [609.8/1000.0] [batch_t 0.278 (0.252)] [data_t 0.009] [optim_t 0.269] [lr 0.001013] [CE 4.456 (4.120)] [KD 2.997 (2.788)] 2024-10-17 22:54:22,917 - Train: 60.99% [762950/1251000] [609.9/1000.0] [batch_t 0.259 (0.264)] [data_t 0.009] [optim_t 0.250] [lr 0.001013] [CE 4.131 (4.131)] [KD 2.721 (2.796)] 2024-10-17 22:54:36,730 - Train: 60.99% [763000/1251000] [609.9/1000.0] [batch_t 0.294 (0.276)] [data_t 0.009] [optim_t 0.285] [lr 0.001012] [CE 3.899 (4.077)] [KD 2.757 (2.768)] 2024-10-17 22:54:50,792 - Train: 61.00% [763050/1251000] [610.0/1000.0] [batch_t 0.259 (0.281)] [data_t 0.009] [optim_t 0.250] [lr 0.001012] [CE 3.943 (4.153)] [KD 2.614 (2.854)] 2024-10-17 22:55:04,659 - Train: 61.00% [763100/1251000] [610.0/1000.0] [batch_t 0.230 (0.277)] [data_t 0.009] [optim_t 0.222] [lr 0.001012] [CE 3.968 (4.065)] [KD 2.804 (2.792)] 2024-10-17 22:55:20,355 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.263)] [top1_cnt 39184] [top5_cnt 47168] [top_all 50000] 2024-10-17 22:55:20,356 - net: 78.368 (94.336) 2024-10-17 22:55:32,780 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40570] [top5_cnt 47739] [top_all 50000] 2024-10-17 22:55:32,781 - net_E: 81.140 (95.478) 2024-10-17 22:55:32,944 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.140 (epoch: 610)] 2024-10-17 22:55:32,945 - ==> Total time: 2 days, 7:42:13 Eta: 1 day, 11:36:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 22:55:48,901 - Train: 61.00% [763150/1251000] [610.0/1000.0] [batch_t 0.238 (0.275)] [data_t 0.009] [optim_t 0.229] [lr 0.001012] [CE 4.403 (4.096)] [KD 2.917 (2.761)] 2024-10-17 22:56:01,751 - Train: 61.01% [763200/1251000] [610.1/1000.0] [batch_t 0.266 (0.257)] [data_t 0.009] [optim_t 0.257] [lr 0.001012] [CE 4.041 (4.102)] [KD 2.898 (2.801)] 2024-10-17 22:56:15,145 - Train: 61.01% [763250/1251000] [610.1/1000.0] [batch_t 0.313 (0.268)] [data_t 0.009] [optim_t 0.304] [lr 0.001011] [CE 3.923 (4.141)] [KD 2.790 (2.826)] 2024-10-17 22:56:28,418 - Train: 61.02% [763300/1251000] [610.2/1000.0] [batch_t 0.288 (0.265)] [data_t 0.009] [optim_t 0.279] [lr 0.001011] [CE 3.430 (4.099)] [KD 2.497 (2.831)] 2024-10-17 22:56:41,969 - Train: 61.02% [763350/1251000] [610.2/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.001011] [CE 3.615 (4.058)] [KD 2.559 (2.755)] 2024-10-17 22:56:54,617 - Train: 61.02% [763400/1251000] [610.2/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.001011] [CE 4.098 (4.069)] [KD 2.918 (2.783)] 2024-10-17 22:57:06,895 - Train: 61.03% [763450/1251000] [610.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001011] [CE 4.041 (4.025)] [KD 2.738 (2.743)] 2024-10-17 22:57:19,289 - Train: 61.03% [763500/1251000] [610.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.001011] [CE 4.238 (4.149)] [KD 2.591 (2.793)] 2024-10-17 22:57:32,791 - Train: 61.04% [763550/1251000] [610.4/1000.0] [batch_t 0.254 (0.270)] [data_t 0.009] [optim_t 0.245] [lr 0.001010] [CE 3.806 (4.122)] [KD 2.873 (2.798)] 2024-10-17 22:57:46,690 - Train: 61.04% [763600/1251000] [610.4/1000.0] [batch_t 0.271 (0.278)] [data_t 0.009] [optim_t 0.262] [lr 0.001010] [CE 4.233 (4.092)] [KD 2.894 (2.800)] 2024-10-17 22:58:00,707 - Train: 61.04% [763650/1251000] [610.4/1000.0] [batch_t 0.304 (0.280)] [data_t 0.009] [optim_t 0.295] [lr 0.001010] [CE 4.197 (4.121)] [KD 2.764 (2.801)] 2024-10-17 22:58:14,361 - Train: 61.05% [763700/1251000] [610.5/1000.0] [batch_t 0.331 (0.273)] [data_t 0.009] [optim_t 0.322] [lr 0.001010] [CE 4.293 (4.155)] [KD 3.202 (2.837)] 2024-10-17 22:58:27,224 - Train: 61.05% [763750/1251000] [610.5/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.001010] [CE 4.079 (4.087)] [KD 2.661 (2.797)] 2024-10-17 22:58:39,494 - Train: 61.06% [763800/1251000] [610.6/1000.0] [batch_t 0.310 (0.245)] [data_t 0.009] [optim_t 0.302] [lr 0.001010] [CE 3.930 (4.070)] [KD 2.561 (2.771)] 2024-10-17 22:58:53,255 - Train: 61.06% [763850/1251000] [610.6/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.270] [lr 0.001009] [CE 4.675 (4.054)] [KD 3.043 (2.753)] 2024-10-17 22:59:06,717 - Train: 61.06% [763900/1251000] [610.6/1000.0] [batch_t 0.254 (0.269)] [data_t 0.009] [optim_t 0.245] [lr 0.001009] [CE 3.862 (4.085)] [KD 2.796 (2.816)] 2024-10-17 22:59:20,486 - Train: 61.07% [763950/1251000] [610.7/1000.0] [batch_t 0.289 (0.275)] [data_t 0.009] [optim_t 0.281] [lr 0.001009] [CE 4.542 (4.146)] [KD 2.914 (2.873)] 2024-10-17 22:59:34,301 - Train: 61.07% [764000/1251000] [610.7/1000.0] [batch_t 0.291 (0.276)] [data_t 0.009] [optim_t 0.282] [lr 0.001009] [CE 4.030 (4.142)] [KD 2.857 (2.797)] 2024-10-17 22:59:47,403 - Train: 61.08% [764050/1251000] [610.8/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.001009] [CE 3.788 (4.079)] [KD 2.772 (2.775)] 2024-10-17 22:59:59,648 - Train: 61.08% [764100/1251000] [610.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001009] [CE 3.950 (4.081)] [KD 2.685 (2.811)] 2024-10-17 23:00:12,893 - Train: 61.08% [764150/1251000] [610.8/1000.0] [batch_t 0.237 (0.265)] [data_t 0.009] [optim_t 0.228] [lr 0.001008] [CE 3.970 (4.168)] [KD 2.946 (2.813)] 2024-10-17 23:00:26,782 - Train: 61.09% [764200/1251000] [610.9/1000.0] [batch_t 0.291 (0.278)] [data_t 0.009] [optim_t 0.282] [lr 0.001008] [CE 4.441 (4.129)] [KD 2.984 (2.813)] 2024-10-17 23:00:40,126 - Train: 61.09% [764250/1251000] [610.9/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.001008] [CE 3.989 (4.111)] [KD 2.896 (2.846)] 2024-10-17 23:00:53,326 - Train: 61.10% [764300/1251000] [611.0/1000.0] [batch_t 0.263 (0.264)] [data_t 0.009] [optim_t 0.254] [lr 0.001008] [CE 4.331 (4.111)] [KD 2.842 (2.806)] 2024-10-17 23:01:06,971 - Train: 61.10% [764350/1251000] [611.0/1000.0] [batch_t 0.250 (0.273)] [data_t 0.009] [optim_t 0.241] [lr 0.001008] [CE 4.392 (4.129)] [KD 2.800 (2.805)] 2024-10-17 23:01:22,161 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38868] [top5_cnt 47029] [top_all 50000] 2024-10-17 23:01:22,162 - net: 77.736 (94.058) 2024-10-17 23:01:34,649 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40569] [top5_cnt 47732] [top_all 50000] 2024-10-17 23:01:34,650 - net_E: 81.138 (95.464) 2024-10-17 23:01:34,782 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.140 (epoch: 610)] 2024-10-17 23:01:34,782 - ==> Total time: 2 days, 7:48:15 Eta: 1 day, 11:31:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:01:48,046 - Train: 61.10% [764400/1251000] [611.0/1000.0] [batch_t 0.237 (0.304)] [data_t 0.009] [optim_t 0.228] [lr 0.001007] [CE 4.377 (4.113)] [KD 2.873 (2.790)] 2024-10-17 23:02:00,698 - Train: 61.11% [764450/1251000] [611.1/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001007] [CE 4.476 (4.139)] [KD 2.830 (2.819)] 2024-10-17 23:02:13,897 - Train: 61.11% [764500/1251000] [611.1/1000.0] [batch_t 0.291 (0.264)] [data_t 0.009] [optim_t 0.283] [lr 0.001007] [CE 3.927 (4.065)] [KD 2.675 (2.762)] 2024-10-17 23:02:27,989 - Train: 61.12% [764550/1251000] [611.2/1000.0] [batch_t 0.274 (0.282)] [data_t 0.009] [optim_t 0.265] [lr 0.001007] [CE 4.042 (4.123)] [KD 2.774 (2.794)] 2024-10-17 23:02:41,207 - Train: 61.12% [764600/1251000] [611.2/1000.0] [batch_t 0.264 (0.264)] [data_t 0.009] [optim_t 0.255] [lr 0.001007] [CE 3.711 (4.131)] [KD 2.583 (2.820)] 2024-10-17 23:02:53,825 - Train: 61.12% [764650/1251000] [611.2/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.001007] [CE 4.133 (4.104)] [KD 2.594 (2.776)] 2024-10-17 23:03:06,840 - Train: 61.13% [764700/1251000] [611.3/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.001006] [CE 4.198 (4.069)] [KD 2.749 (2.765)] 2024-10-17 23:03:20,555 - Train: 61.13% [764750/1251000] [611.3/1000.0] [batch_t 0.276 (0.274)] [data_t 0.009] [optim_t 0.267] [lr 0.001006] [CE 3.720 (4.125)] [KD 2.670 (2.849)] 2024-10-17 23:03:33,869 - Train: 61.14% [764800/1251000] [611.4/1000.0] [batch_t 0.249 (0.266)] [data_t 0.009] [optim_t 0.240] [lr 0.001006] [CE 3.939 (4.033)] [KD 2.741 (2.777)] 2024-10-17 23:03:47,528 - Train: 61.14% [764850/1251000] [611.4/1000.0] [batch_t 0.239 (0.273)] [data_t 0.009] [optim_t 0.231] [lr 0.001006] [CE 3.975 (4.078)] [KD 2.791 (2.826)] 2024-10-17 23:04:00,321 - Train: 61.14% [764900/1251000] [611.4/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.001006] [CE 4.135 (4.110)] [KD 2.674 (2.806)] 2024-10-17 23:04:12,243 - Train: 61.15% [764950/1251000] [611.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.001006] [CE 3.340 (4.073)] [KD 2.395 (2.735)] 2024-10-17 23:04:25,048 - Train: 61.15% [765000/1251000] [611.5/1000.0] [batch_t 0.289 (0.256)] [data_t 0.009] [optim_t 0.280] [lr 0.001005] [CE 4.046 (4.136)] [KD 3.004 (2.828)] 2024-10-17 23:04:38,162 - Train: 61.16% [765050/1251000] [611.6/1000.0] [batch_t 0.278 (0.262)] [data_t 0.009] [optim_t 0.269] [lr 0.001005] [CE 4.317 (4.088)] [KD 3.144 (2.795)] 2024-10-17 23:04:51,598 - Train: 61.16% [765100/1251000] [611.6/1000.0] [batch_t 0.254 (0.269)] [data_t 0.009] [optim_t 0.245] [lr 0.001005] [CE 4.545 (4.127)] [KD 2.788 (2.828)] 2024-10-17 23:05:04,995 - Train: 61.16% [765150/1251000] [611.6/1000.0] [batch_t 0.285 (0.268)] [data_t 0.009] [optim_t 0.276] [lr 0.001005] [CE 3.733 (4.053)] [KD 2.560 (2.753)] 2024-10-17 23:05:18,887 - Train: 61.17% [765200/1251000] [611.7/1000.0] [batch_t 0.237 (0.278)] [data_t 0.009] [optim_t 0.228] [lr 0.001005] [CE 4.356 (4.050)] [KD 2.809 (2.771)] 2024-10-17 23:05:31,525 - Train: 61.17% [765250/1251000] [611.7/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.001004] [CE 4.372 (4.085)] [KD 2.975 (2.775)] 2024-10-17 23:05:44,098 - Train: 61.18% [765300/1251000] [611.8/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001004] [CE 3.655 (4.131)] [KD 2.596 (2.815)] 2024-10-17 23:05:56,762 - Train: 61.18% [765350/1251000] [611.8/1000.0] [batch_t 0.267 (0.253)] [data_t 0.009] [optim_t 0.258] [lr 0.001004] [CE 3.832 (4.094)] [KD 2.652 (2.773)] 2024-10-17 23:06:10,583 - Train: 61.18% [765400/1251000] [611.8/1000.0] [batch_t 0.287 (0.276)] [data_t 0.009] [optim_t 0.278] [lr 0.001004] [CE 3.944 (4.109)] [KD 2.594 (2.825)] 2024-10-17 23:06:24,457 - Train: 61.19% [765450/1251000] [611.9/1000.0] [batch_t 0.303 (0.277)] [data_t 0.009] [optim_t 0.294] [lr 0.001004] [CE 3.999 (4.139)] [KD 2.760 (2.811)] 2024-10-17 23:06:37,980 - Train: 61.19% [765500/1251000] [611.9/1000.0] [batch_t 0.241 (0.270)] [data_t 0.009] [optim_t 0.232] [lr 0.001004] [CE 3.985 (4.083)] [KD 2.622 (2.744)] 2024-10-17 23:06:51,161 - Train: 61.20% [765550/1251000] [612.0/1000.0] [batch_t 0.236 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.001003] [CE 4.070 (4.065)] [KD 2.983 (2.764)] 2024-10-17 23:07:03,697 - Train: 61.20% [765600/1251000] [612.0/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.001003] [CE 4.479 (4.136)] [KD 2.987 (2.823)] 2024-10-17 23:07:19,821 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.260)] [top1_cnt 39008] [top5_cnt 47007] [top_all 50000] 2024-10-17 23:07:19,821 - net: 78.016 (94.014) 2024-10-17 23:07:33,359 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.265)] [top1_cnt 40571] [top5_cnt 47757] [top_all 50000] 2024-10-17 23:07:33,360 - net_E: 81.142 (95.514) 2024-10-17 23:07:33,501 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.142 (epoch: 612)] 2024-10-17 23:07:33,501 - ==> Total time: 2 days, 7:54:14 Eta: 1 day, 11:26:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:07:48,873 - Train: 61.20% [765650/1251000] [612.0/1000.0] [batch_t 0.240 (0.279)] [data_t 0.009] [optim_t 0.231] [lr 0.001003] [CE 4.743 (4.076)] [KD 2.988 (2.783)] 2024-10-17 23:08:01,950 - Train: 61.21% [765700/1251000] [612.1/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.001003] [CE 3.791 (4.160)] [KD 2.733 (2.810)] 2024-10-17 23:08:15,239 - Train: 61.21% [765750/1251000] [612.1/1000.0] [batch_t 0.245 (0.266)] [data_t 0.009] [optim_t 0.236] [lr 0.001003] [CE 4.412 (4.093)] [KD 2.880 (2.777)] 2024-10-17 23:08:27,570 - Train: 61.22% [765800/1251000] [612.2/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.001003] [CE 3.825 (4.079)] [KD 2.666 (2.799)] 2024-10-17 23:08:39,798 - Train: 61.22% [765850/1251000] [612.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001002] [CE 4.537 (4.109)] [KD 2.856 (2.789)] 2024-10-17 23:08:52,306 - Train: 61.22% [765900/1251000] [612.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001002] [CE 4.309 (4.064)] [KD 2.743 (2.721)] 2024-10-17 23:09:05,964 - Train: 61.23% [765950/1251000] [612.3/1000.0] [batch_t 0.251 (0.273)] [data_t 0.009] [optim_t 0.242] [lr 0.001002] [CE 3.826 (4.060)] [KD 2.743 (2.750)] 2024-10-17 23:09:19,734 - Train: 61.23% [766000/1251000] [612.3/1000.0] [batch_t 0.262 (0.275)] [data_t 0.009] [optim_t 0.252] [lr 0.001002] [CE 4.026 (4.163)] [KD 2.739 (2.802)] 2024-10-17 23:09:33,012 - Train: 61.24% [766050/1251000] [612.4/1000.0] [batch_t 0.250 (0.265)] [data_t 0.009] [optim_t 0.241] [lr 0.001002] [CE 4.727 (4.118)] [KD 3.185 (2.817)] 2024-10-17 23:09:45,416 - Train: 61.24% [766100/1251000] [612.4/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001002] [CE 3.840 (4.133)] [KD 2.554 (2.804)] 2024-10-17 23:09:58,143 - Train: 61.24% [766150/1251000] [612.4/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.001001] [CE 4.461 (4.021)] [KD 3.338 (2.725)] 2024-10-17 23:10:11,918 - Train: 61.25% [766200/1251000] [612.5/1000.0] [batch_t 0.276 (0.275)] [data_t 0.009] [optim_t 0.267] [lr 0.001001] [CE 4.021 (4.067)] [KD 3.004 (2.798)] 2024-10-17 23:10:25,686 - Train: 61.25% [766250/1251000] [612.5/1000.0] [batch_t 0.305 (0.275)] [data_t 0.009] [optim_t 0.296] [lr 0.001001] [CE 4.033 (4.107)] [KD 2.896 (2.834)] 2024-10-17 23:10:39,354 - Train: 61.25% [766300/1251000] [612.5/1000.0] [batch_t 0.276 (0.273)] [data_t 0.009] [optim_t 0.267] [lr 0.001001] [CE 4.366 (4.227)] [KD 2.967 (2.859)] 2024-10-17 23:10:53,243 - Train: 61.26% [766350/1251000] [612.6/1000.0] [batch_t 0.235 (0.278)] [data_t 0.009] [optim_t 0.227] [lr 0.001001] [CE 3.299 (4.075)] [KD 2.437 (2.781)] 2024-10-17 23:11:05,719 - Train: 61.26% [766400/1251000] [612.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001000] [CE 3.950 (4.067)] [KD 2.693 (2.802)] 2024-10-17 23:11:18,137 - Train: 61.27% [766450/1251000] [612.7/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.001000] [CE 4.105 (4.161)] [KD 2.795 (2.845)] 2024-10-17 23:11:30,390 - Train: 61.27% [766500/1251000] [612.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001000] [CE 3.965 (4.119)] [KD 2.561 (2.764)] 2024-10-17 23:11:43,824 - Train: 61.27% [766550/1251000] [612.7/1000.0] [batch_t 0.254 (0.269)] [data_t 0.009] [optim_t 0.245] [lr 0.001000] [CE 3.689 (4.154)] [KD 2.742 (2.816)] 2024-10-17 23:11:57,156 - Train: 61.28% [766600/1251000] [612.8/1000.0] [batch_t 0.239 (0.266)] [data_t 0.009] [optim_t 0.230] [lr 0.001000] [CE 3.326 (4.032)] [KD 2.352 (2.737)] 2024-10-17 23:12:10,410 - Train: 61.28% [766650/1251000] [612.8/1000.0] [batch_t 0.266 (0.265)] [data_t 0.009] [optim_t 0.257] [lr 0.001000] [CE 4.129 (4.091)] [KD 2.642 (2.759)] 2024-10-17 23:12:23,397 - Train: 61.29% [766700/1251000] [612.9/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000999] [CE 4.368 (4.085)] [KD 2.596 (2.782)] 2024-10-17 23:12:35,599 - Train: 61.29% [766750/1251000] [612.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000999] [CE 3.611 (4.069)] [KD 2.679 (2.784)] 2024-10-17 23:12:48,301 - Train: 61.29% [766800/1251000] [612.9/1000.0] [batch_t 0.248 (0.254)] [data_t 0.009] [optim_t 0.239] [lr 0.000999] [CE 3.611 (4.064)] [KD 2.540 (2.751)] 2024-10-17 23:13:01,825 - Train: 61.30% [766850/1251000] [613.0/1000.0] [batch_t 0.239 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.000999] [CE 4.221 (4.027)] [KD 3.248 (2.782)] 2024-10-17 23:13:18,990 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.276)] [top1_cnt 39072] [top5_cnt 47112] [top_all 50000] 2024-10-17 23:13:18,990 - net: 78.144 (94.224) 2024-10-17 23:13:33,155 - Test (net_E): 100.00% [50/50] [batch_t 0.115 (0.275)] [top1_cnt 40544] [top5_cnt 47764] [top_all 50000] 2024-10-17 23:13:33,156 - net_E: 81.088 (95.528) 2024-10-17 23:13:33,337 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.142 (epoch: 612)] 2024-10-17 23:13:33,337 - ==> Total time: 2 days, 8:00:13 Eta: 1 day, 11:21:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:13:46,289 - Train: 61.30% [766900/1251000] [613.0/1000.0] [batch_t 0.234 (0.313)] [data_t 0.009] [optim_t 0.226] [lr 0.000999] [CE 4.040 (4.090)] [KD 2.817 (2.777)] 2024-10-17 23:13:58,677 - Train: 61.31% [766950/1251000] [613.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000999] [CE 3.894 (4.097)] [KD 2.565 (2.768)] 2024-10-17 23:14:11,284 - Train: 61.31% [767000/1251000] [613.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.000998] [CE 4.065 (4.068)] [KD 2.712 (2.763)] 2024-10-17 23:14:24,859 - Train: 61.31% [767050/1251000] [613.1/1000.0] [batch_t 0.301 (0.271)] [data_t 0.009] [optim_t 0.292] [lr 0.000998] [CE 3.878 (4.109)] [KD 2.643 (2.791)] 2024-10-17 23:14:38,466 - Train: 61.32% [767100/1251000] [613.2/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.000998] [CE 3.492 (4.051)] [KD 2.431 (2.748)] 2024-10-17 23:14:52,102 - Train: 61.32% [767150/1251000] [613.2/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.000998] [CE 4.254 (4.132)] [KD 2.808 (2.779)] 2024-10-17 23:15:05,517 - Train: 61.33% [767200/1251000] [613.3/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000998] [CE 4.196 (4.124)] [KD 2.757 (2.788)] 2024-10-17 23:15:17,666 - Train: 61.33% [767250/1251000] [613.3/1000.0] [batch_t 0.257 (0.243)] [data_t 0.009] [optim_t 0.248] [lr 0.000997] [CE 3.976 (4.068)] [KD 2.790 (2.743)] 2024-10-17 23:15:30,856 - Train: 61.33% [767300/1251000] [613.3/1000.0] [batch_t 0.297 (0.264)] [data_t 0.009] [optim_t 0.288] [lr 0.000997] [CE 4.491 (4.095)] [KD 2.903 (2.787)] 2024-10-17 23:15:44,710 - Train: 61.34% [767350/1251000] [613.4/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.000997] [CE 4.170 (4.045)] [KD 2.675 (2.726)] 2024-10-17 23:15:58,367 - Train: 61.34% [767400/1251000] [613.4/1000.0] [batch_t 0.292 (0.273)] [data_t 0.009] [optim_t 0.283] [lr 0.000997] [CE 4.255 (4.136)] [KD 2.902 (2.815)] 2024-10-17 23:16:12,232 - Train: 61.35% [767450/1251000] [613.5/1000.0] [batch_t 0.271 (0.277)] [data_t 0.009] [optim_t 0.262] [lr 0.000997] [CE 4.388 (4.098)] [KD 2.945 (2.764)] 2024-10-17 23:16:26,167 - Train: 61.35% [767500/1251000] [613.5/1000.0] [batch_t 0.260 (0.279)] [data_t 0.009] [optim_t 0.250] [lr 0.000997] [CE 4.429 (4.007)] [KD 2.983 (2.750)] 2024-10-17 23:16:38,803 - Train: 61.35% [767550/1251000] [613.5/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000996] [CE 3.996 (4.116)] [KD 2.633 (2.768)] 2024-10-17 23:16:51,875 - Train: 61.36% [767600/1251000] [613.6/1000.0] [batch_t 0.294 (0.261)] [data_t 0.009] [optim_t 0.285] [lr 0.000996] [CE 3.742 (4.062)] [KD 2.338 (2.736)] 2024-10-17 23:17:05,419 - Train: 61.36% [767650/1251000] [613.6/1000.0] [batch_t 0.263 (0.271)] [data_t 0.009] [optim_t 0.254] [lr 0.000996] [CE 4.328 (4.089)] [KD 2.843 (2.778)] 2024-10-17 23:17:18,918 - Train: 61.37% [767700/1251000] [613.7/1000.0] [batch_t 0.274 (0.270)] [data_t 0.009] [optim_t 0.265] [lr 0.000996] [CE 4.243 (4.106)] [KD 2.861 (2.762)] 2024-10-17 23:17:32,348 - Train: 61.37% [767750/1251000] [613.7/1000.0] [batch_t 0.234 (0.269)] [data_t 0.009] [optim_t 0.225] [lr 0.000996] [CE 4.393 (4.067)] [KD 3.110 (2.792)] 2024-10-17 23:17:45,906 - Train: 61.37% [767800/1251000] [613.7/1000.0] [batch_t 0.281 (0.271)] [data_t 0.009] [optim_t 0.272] [lr 0.000996] [CE 4.114 (4.098)] [KD 3.008 (2.800)] 2024-10-17 23:17:58,441 - Train: 61.38% [767850/1251000] [613.8/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000995] [CE 4.445 (4.021)] [KD 2.874 (2.758)] 2024-10-17 23:18:10,939 - Train: 61.38% [767900/1251000] [613.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000995] [CE 3.830 (4.107)] [KD 2.625 (2.734)] 2024-10-17 23:18:24,109 - Train: 61.39% [767950/1251000] [613.9/1000.0] [batch_t 0.380 (0.263)] [data_t 0.009] [optim_t 0.371] [lr 0.000995] [CE 4.027 (4.077)] [KD 2.717 (2.768)] 2024-10-17 23:18:37,583 - Train: 61.39% [768000/1251000] [613.9/1000.0] [batch_t 0.296 (0.269)] [data_t 0.009] [optim_t 0.287] [lr 0.000995] [CE 4.171 (4.135)] [KD 2.892 (2.864)] 2024-10-17 23:18:51,046 - Train: 61.39% [768050/1251000] [613.9/1000.0] [batch_t 0.308 (0.269)] [data_t 0.009] [optim_t 0.299] [lr 0.000995] [CE 4.200 (4.058)] [KD 2.961 (2.792)] 2024-10-17 23:19:04,376 - Train: 61.40% [768100/1251000] [614.0/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.000995] [CE 3.880 (4.153)] [KD 2.575 (2.832)] 2024-10-17 23:19:19,832 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39037] [top5_cnt 47084] [top_all 50000] 2024-10-17 23:19:19,832 - net: 78.074 (94.168) 2024-10-17 23:19:33,438 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.265)] [top1_cnt 40565] [top5_cnt 47742] [top_all 50000] 2024-10-17 23:19:33,438 - net_E: 81.130 (95.484) 2024-10-17 23:19:33,586 - Max [top1: 78.420 (epoch: 607)] [top1-ema: 81.142 (epoch: 612)] 2024-10-17 23:19:33,586 - ==> Total time: 2 days, 8:06:14 Eta: 1 day, 11:16:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:19:46,490 - Train: 61.40% [768150/1251000] [614.0/1000.0] [batch_t 0.235 (0.319)] [data_t 0.009] [optim_t 0.227] [lr 0.000994] [CE 4.174 (4.038)] [KD 2.696 (2.749)] 2024-10-17 23:19:59,882 - Train: 61.41% [768200/1251000] [614.1/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.230] [lr 0.000994] [CE 4.290 (4.114)] [KD 2.854 (2.757)] 2024-10-17 23:20:13,749 - Train: 61.41% [768250/1251000] [614.1/1000.0] [batch_t 0.241 (0.277)] [data_t 0.009] [optim_t 0.232] [lr 0.000994] [CE 4.274 (4.063)] [KD 2.872 (2.751)] 2024-10-17 23:20:27,547 - Train: 61.41% [768300/1251000] [614.1/1000.0] [batch_t 0.237 (0.276)] [data_t 0.009] [optim_t 0.228] [lr 0.000994] [CE 3.634 (4.075)] [KD 2.538 (2.752)] 2024-10-17 23:20:39,739 - Train: 61.42% [768350/1251000] [614.2/1000.0] [batch_t 0.320 (0.244)] [data_t 0.009] [optim_t 0.311] [lr 0.000994] [CE 4.076 (4.108)] [KD 2.665 (2.770)] 2024-10-17 23:20:52,188 - Train: 61.42% [768400/1251000] [614.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000993] [CE 4.155 (4.071)] [KD 2.840 (2.747)] 2024-10-17 23:21:05,828 - Train: 61.43% [768450/1251000] [614.3/1000.0] [batch_t 0.267 (0.273)] [data_t 0.009] [optim_t 0.258] [lr 0.000993] [CE 4.407 (4.058)] [KD 3.301 (2.756)] 2024-10-17 23:21:19,841 - Train: 61.43% [768500/1251000] [614.3/1000.0] [batch_t 0.243 (0.280)] [data_t 0.009] [optim_t 0.234] [lr 0.000993] [CE 4.033 (4.106)] [KD 2.559 (2.765)] 2024-10-17 23:21:33,686 - Train: 61.43% [768550/1251000] [614.3/1000.0] [batch_t 0.273 (0.277)] [data_t 0.009] [optim_t 0.265] [lr 0.000993] [CE 4.100 (4.110)] [KD 2.779 (2.787)] 2024-10-17 23:21:47,501 - Train: 61.44% [768600/1251000] [614.4/1000.0] [batch_t 0.258 (0.276)] [data_t 0.009] [optim_t 0.249] [lr 0.000993] [CE 3.263 (3.987)] [KD 2.305 (2.696)] 2024-10-17 23:22:00,402 - Train: 61.44% [768650/1251000] [614.4/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.000993] [CE 4.334 (4.065)] [KD 2.942 (2.738)] 2024-10-17 23:22:13,192 - Train: 61.45% [768700/1251000] [614.5/1000.0] [batch_t 0.275 (0.256)] [data_t 0.009] [optim_t 0.266] [lr 0.000992] [CE 4.299 (4.099)] [KD 2.875 (2.776)] 2024-10-17 23:22:26,891 - Train: 61.45% [768750/1251000] [614.5/1000.0] [batch_t 0.249 (0.274)] [data_t 0.009] [optim_t 0.240] [lr 0.000992] [CE 3.893 (4.070)] [KD 2.755 (2.730)] 2024-10-17 23:22:41,006 - Train: 61.45% [768800/1251000] [614.5/1000.0] [batch_t 0.280 (0.282)] [data_t 0.009] [optim_t 0.272] [lr 0.000992] [CE 4.440 (4.060)] [KD 3.053 (2.769)] 2024-10-17 23:22:55,062 - Train: 61.46% [768850/1251000] [614.6/1000.0] [batch_t 0.251 (0.281)] [data_t 0.009] [optim_t 0.242] [lr 0.000992] [CE 4.333 (4.083)] [KD 2.810 (2.751)] 2024-10-17 23:23:08,946 - Train: 61.46% [768900/1251000] [614.6/1000.0] [batch_t 0.310 (0.278)] [data_t 0.009] [optim_t 0.300] [lr 0.000992] [CE 3.872 (4.098)] [KD 2.762 (2.786)] 2024-10-17 23:23:21,800 - Train: 61.47% [768950/1251000] [614.7/1000.0] [batch_t 0.323 (0.257)] [data_t 0.009] [optim_t 0.314] [lr 0.000992] [CE 4.457 (4.106)] [KD 2.749 (2.808)] 2024-10-17 23:23:34,912 - Train: 61.47% [769000/1251000] [614.7/1000.0] [batch_t 0.299 (0.262)] [data_t 0.009] [optim_t 0.291] [lr 0.000991] [CE 4.133 (4.123)] [KD 2.955 (2.824)] 2024-10-17 23:23:48,919 - Train: 61.47% [769050/1251000] [614.7/1000.0] [batch_t 0.261 (0.280)] [data_t 0.009] [optim_t 0.252] [lr 0.000991] [CE 4.215 (4.185)] [KD 2.845 (2.811)] 2024-10-17 23:24:03,194 - Train: 61.48% [769100/1251000] [614.8/1000.0] [batch_t 0.280 (0.285)] [data_t 0.009] [optim_t 0.271] [lr 0.000991] [CE 3.799 (4.091)] [KD 2.682 (2.760)] 2024-10-17 23:24:17,380 - Train: 61.48% [769150/1251000] [614.8/1000.0] [batch_t 0.308 (0.284)] [data_t 0.009] [optim_t 0.299] [lr 0.000991] [CE 4.494 (4.152)] [KD 2.994 (2.799)] 2024-10-17 23:24:31,583 - Train: 61.49% [769200/1251000] [614.9/1000.0] [batch_t 0.283 (0.284)] [data_t 0.009] [optim_t 0.274] [lr 0.000991] [CE 3.972 (4.069)] [KD 2.858 (2.776)] 2024-10-17 23:24:44,366 - Train: 61.49% [769250/1251000] [614.9/1000.0] [batch_t 0.242 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.000990] [CE 4.471 (4.124)] [KD 2.928 (2.801)] 2024-10-17 23:24:57,279 - Train: 61.49% [769300/1251000] [614.9/1000.0] [batch_t 0.270 (0.258)] [data_t 0.009] [optim_t 0.261] [lr 0.000990] [CE 4.119 (4.105)] [KD 2.649 (2.791)] 2024-10-17 23:25:11,509 - Train: 61.50% [769350/1251000] [615.0/1000.0] [batch_t 0.314 (0.284)] [data_t 0.021] [optim_t 0.294] [lr 0.000990] [CE 3.926 (4.142)] [KD 2.706 (2.792)] 2024-10-17 23:25:29,980 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.291)] [top1_cnt 39301] [top5_cnt 47212] [top_all 50000] 2024-10-17 23:25:29,980 - net: 78.602 (94.424) 2024-10-17 23:25:44,147 - Test (net_E): 100.00% [50/50] [batch_t 0.123 (0.277)] [top1_cnt 40580] [top5_cnt 47752] [top_all 50000] 2024-10-17 23:25:44,148 - net_E: 81.160 (95.504) 2024-10-17 23:25:44,335 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.160 (epoch: 615)] 2024-10-17 23:25:44,335 - ==> Total time: 2 days, 8:12:24 Eta: 1 day, 11:11:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:26:00,840 - Train: 61.50% [769400/1251000] [615.0/1000.0] [batch_t 0.236 (0.279)] [data_t 0.009] [optim_t 0.227] [lr 0.000990] [CE 4.199 (4.139)] [KD 2.674 (2.765)] 2024-10-17 23:26:12,652 - Train: 61.51% [769450/1251000] [615.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000990] [CE 4.005 (4.096)] [KD 2.591 (2.793)] 2024-10-17 23:26:25,756 - Train: 61.51% [769500/1251000] [615.1/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000990] [CE 3.870 (4.100)] [KD 2.675 (2.764)] 2024-10-17 23:26:39,560 - Train: 61.51% [769550/1251000] [615.1/1000.0] [batch_t 0.237 (0.276)] [data_t 0.009] [optim_t 0.228] [lr 0.000989] [CE 4.161 (4.065)] [KD 2.842 (2.760)] 2024-10-17 23:26:53,201 - Train: 61.52% [769600/1251000] [615.2/1000.0] [batch_t 0.260 (0.273)] [data_t 0.009] [optim_t 0.251] [lr 0.000989] [CE 3.539 (4.084)] [KD 2.446 (2.716)] 2024-10-17 23:27:06,731 - Train: 61.52% [769650/1251000] [615.2/1000.0] [batch_t 0.283 (0.270)] [data_t 0.009] [optim_t 0.274] [lr 0.000989] [CE 4.261 (4.059)] [KD 2.883 (2.765)] 2024-10-17 23:27:19,783 - Train: 61.53% [769700/1251000] [615.3/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000989] [CE 4.353 (4.133)] [KD 2.938 (2.809)] 2024-10-17 23:27:31,589 - Train: 61.53% [769750/1251000] [615.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000989] [CE 4.345 (4.118)] [KD 2.766 (2.792)] 2024-10-17 23:27:45,063 - Train: 61.53% [769800/1251000] [615.3/1000.0] [batch_t 0.256 (0.269)] [data_t 0.009] [optim_t 0.247] [lr 0.000989] [CE 3.833 (4.036)] [KD 2.670 (2.744)] 2024-10-17 23:27:58,455 - Train: 61.54% [769850/1251000] [615.4/1000.0] [batch_t 0.242 (0.268)] [data_t 0.009] [optim_t 0.233] [lr 0.000988] [CE 4.076 (4.059)] [KD 2.840 (2.769)] 2024-10-17 23:28:12,117 - Train: 61.54% [769900/1251000] [615.4/1000.0] [batch_t 0.369 (0.273)] [data_t 0.009] [optim_t 0.360] [lr 0.000988] [CE 4.352 (4.161)] [KD 2.853 (2.789)] 2024-10-17 23:28:25,392 - Train: 61.55% [769950/1251000] [615.5/1000.0] [batch_t 0.293 (0.265)] [data_t 0.009] [optim_t 0.284] [lr 0.000988] [CE 3.826 (4.012)] [KD 2.809 (2.746)] 2024-10-17 23:28:38,954 - Train: 61.55% [770000/1251000] [615.5/1000.0] [batch_t 0.232 (0.271)] [data_t 0.009] [optim_t 0.223] [lr 0.000988] [CE 4.505 (4.100)] [KD 3.185 (2.800)] 2024-10-17 23:28:51,430 - Train: 61.55% [770050/1251000] [615.5/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000988] [CE 4.219 (4.030)] [KD 2.988 (2.786)] 2024-10-17 23:29:04,149 - Train: 61.56% [770100/1251000] [615.6/1000.0] [batch_t 0.294 (0.254)] [data_t 0.009] [optim_t 0.285] [lr 0.000988] [CE 4.252 (4.234)] [KD 2.825 (2.856)] 2024-10-17 23:29:17,618 - Train: 61.56% [770150/1251000] [615.6/1000.0] [batch_t 0.235 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.000987] [CE 4.235 (4.155)] [KD 2.784 (2.811)] 2024-10-17 23:29:31,015 - Train: 61.57% [770200/1251000] [615.7/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000987] [CE 4.255 (4.110)] [KD 2.900 (2.838)] 2024-10-17 23:29:44,510 - Train: 61.57% [770250/1251000] [615.7/1000.0] [batch_t 0.269 (0.270)] [data_t 0.009] [optim_t 0.260] [lr 0.000987] [CE 3.969 (4.058)] [KD 2.608 (2.749)] 2024-10-17 23:29:57,779 - Train: 61.57% [770300/1251000] [615.7/1000.0] [batch_t 0.251 (0.265)] [data_t 0.009] [optim_t 0.243] [lr 0.000987] [CE 4.048 (4.046)] [KD 3.011 (2.784)] 2024-10-17 23:30:09,908 - Train: 61.58% [770350/1251000] [615.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000987] [CE 3.917 (4.081)] [KD 2.725 (2.786)] 2024-10-17 23:30:22,493 - Train: 61.58% [770400/1251000] [615.8/1000.0] [batch_t 0.260 (0.252)] [data_t 0.009] [optim_t 0.251] [lr 0.000986] [CE 4.122 (4.168)] [KD 2.821 (2.807)] 2024-10-17 23:30:35,989 - Train: 61.59% [770450/1251000] [615.9/1000.0] [batch_t 0.295 (0.270)] [data_t 0.009] [optim_t 0.286] [lr 0.000986] [CE 4.338 (4.065)] [KD 3.013 (2.781)] 2024-10-17 23:30:49,856 - Train: 61.59% [770500/1251000] [615.9/1000.0] [batch_t 0.364 (0.277)] [data_t 0.009] [optim_t 0.356] [lr 0.000986] [CE 4.488 (4.041)] [KD 3.006 (2.774)] 2024-10-17 23:31:03,516 - Train: 61.59% [770550/1251000] [615.9/1000.0] [batch_t 0.269 (0.273)] [data_t 0.009] [optim_t 0.260] [lr 0.000986] [CE 4.400 (4.037)] [KD 2.975 (2.785)] 2024-10-17 23:31:17,454 - Train: 61.60% [770600/1251000] [616.0/1000.0] [batch_t 0.306 (0.279)] [data_t 0.009] [optim_t 0.297] [lr 0.000986] [CE 3.914 (4.111)] [KD 2.723 (2.777)] 2024-10-17 23:31:33,707 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 39226] [top5_cnt 47102] [top_all 50000] 2024-10-17 23:31:33,708 - net: 78.452 (94.204) 2024-10-17 23:31:47,186 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.263)] [top1_cnt 40592] [top5_cnt 47750] [top_all 50000] 2024-10-17 23:31:47,187 - net_E: 81.184 (95.500) 2024-10-17 23:31:47,347 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.184 (epoch: 616)] 2024-10-17 23:31:47,347 - ==> Total time: 2 days, 8:18:27 Eta: 1 day, 11:06:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:32:02,042 - Train: 61.60% [770650/1251000] [616.0/1000.0] [batch_t 0.238 (0.281)] [data_t 0.009] [optim_t 0.229] [lr 0.000986] [CE 3.701 (4.044)] [KD 2.588 (2.722)] 2024-10-17 23:32:15,425 - Train: 61.61% [770700/1251000] [616.1/1000.0] [batch_t 0.412 (0.268)] [data_t 0.190] [optim_t 0.222] [lr 0.000985] [CE 4.308 (4.163)] [KD 2.841 (2.793)] 2024-10-17 23:32:29,542 - Train: 61.61% [770750/1251000] [616.1/1000.0] [batch_t 0.233 (0.282)] [data_t 0.009] [optim_t 0.224] [lr 0.000985] [CE 3.553 (4.059)] [KD 2.648 (2.735)] 2024-10-17 23:32:42,945 - Train: 61.61% [770800/1251000] [616.1/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000985] [CE 4.197 (4.115)] [KD 2.786 (2.792)] 2024-10-17 23:32:55,264 - Train: 61.62% [770850/1251000] [616.2/1000.0] [batch_t 0.281 (0.246)] [data_t 0.009] [optim_t 0.272] [lr 0.000985] [CE 3.815 (4.144)] [KD 2.824 (2.820)] 2024-10-17 23:33:08,217 - Train: 61.62% [770900/1251000] [616.2/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000985] [CE 3.863 (4.154)] [KD 2.593 (2.746)] 2024-10-17 23:33:21,710 - Train: 61.63% [770950/1251000] [616.3/1000.0] [batch_t 0.276 (0.270)] [data_t 0.009] [optim_t 0.267] [lr 0.000985] [CE 4.181 (4.100)] [KD 2.797 (2.760)] 2024-10-17 23:33:35,112 - Train: 61.63% [771000/1251000] [616.3/1000.0] [batch_t 0.277 (0.268)] [data_t 0.009] [optim_t 0.268] [lr 0.000984] [CE 3.199 (4.064)] [KD 2.331 (2.781)] 2024-10-17 23:33:48,530 - Train: 61.63% [771050/1251000] [616.3/1000.0] [batch_t 0.289 (0.268)] [data_t 0.009] [optim_t 0.280] [lr 0.000984] [CE 3.387 (4.116)] [KD 2.379 (2.748)] 2024-10-17 23:34:02,186 - Train: 61.64% [771100/1251000] [616.4/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000984] [CE 4.431 (4.028)] [KD 2.889 (2.704)] 2024-10-17 23:34:14,964 - Train: 61.64% [771150/1251000] [616.4/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000984] [CE 3.733 (4.049)] [KD 2.446 (2.743)] 2024-10-17 23:34:27,096 - Train: 61.65% [771200/1251000] [616.5/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000984] [CE 3.886 (4.108)] [KD 2.557 (2.791)] 2024-10-17 23:34:39,823 - Train: 61.65% [771250/1251000] [616.5/1000.0] [batch_t 0.249 (0.254)] [data_t 0.009] [optim_t 0.240] [lr 0.000984] [CE 4.599 (4.117)] [KD 2.946 (2.799)] 2024-10-17 23:34:53,109 - Train: 61.65% [771300/1251000] [616.5/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000983] [CE 4.589 (4.102)] [KD 3.016 (2.751)] 2024-10-17 23:35:06,727 - Train: 61.66% [771350/1251000] [616.6/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.229] [lr 0.000983] [CE 4.437 (4.172)] [KD 2.869 (2.831)] 2024-10-17 23:35:19,770 - Train: 61.66% [771400/1251000] [616.6/1000.0] [batch_t 0.243 (0.261)] [data_t 0.009] [optim_t 0.234] [lr 0.000983] [CE 4.021 (4.104)] [KD 2.720 (2.751)] 2024-10-17 23:35:32,242 - Train: 61.67% [771450/1251000] [616.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000983] [CE 4.141 (4.163)] [KD 2.813 (2.797)] 2024-10-17 23:35:44,825 - Train: 61.67% [771500/1251000] [616.7/1000.0] [batch_t 0.308 (0.252)] [data_t 0.009] [optim_t 0.299] [lr 0.000983] [CE 4.436 (4.050)] [KD 2.994 (2.780)] 2024-10-17 23:35:58,412 - Train: 61.67% [771550/1251000] [616.7/1000.0] [batch_t 0.241 (0.272)] [data_t 0.009] [optim_t 0.232] [lr 0.000982] [CE 3.781 (4.128)] [KD 2.583 (2.783)] 2024-10-17 23:36:11,915 - Train: 61.68% [771600/1251000] [616.8/1000.0] [batch_t 0.308 (0.270)] [data_t 0.009] [optim_t 0.299] [lr 0.000982] [CE 3.476 (4.019)] [KD 2.482 (2.722)] 2024-10-17 23:36:25,349 - Train: 61.68% [771650/1251000] [616.8/1000.0] [batch_t 0.246 (0.269)] [data_t 0.009] [optim_t 0.237] [lr 0.000982] [CE 4.337 (4.049)] [KD 2.936 (2.736)] 2024-10-17 23:36:38,984 - Train: 61.69% [771700/1251000] [616.9/1000.0] [batch_t 0.245 (0.273)] [data_t 0.009] [optim_t 0.236] [lr 0.000982] [CE 4.600 (4.123)] [KD 2.920 (2.746)] 2024-10-17 23:36:52,328 - Train: 61.69% [771750/1251000] [616.9/1000.0] [batch_t 0.400 (0.267)] [data_t 0.009] [optim_t 0.391] [lr 0.000982] [CE 4.527 (4.097)] [KD 2.999 (2.734)] 2024-10-17 23:37:04,512 - Train: 61.69% [771800/1251000] [616.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000982] [CE 3.948 (4.137)] [KD 2.522 (2.789)] 2024-10-17 23:37:17,380 - Train: 61.70% [771850/1251000] [617.0/1000.0] [batch_t 0.260 (0.257)] [data_t 0.009] [optim_t 0.252] [lr 0.000981] [CE 4.259 (4.097)] [KD 2.811 (2.776)] 2024-10-17 23:37:35,155 - Test (net): 100.00% [50/50] [batch_t 0.116 (0.268)] [top1_cnt 39259] [top5_cnt 47193] [top_all 50000] 2024-10-17 23:37:35,155 - net: 78.518 (94.386) 2024-10-17 23:37:48,695 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.263)] [top1_cnt 40584] [top5_cnt 47762] [top_all 50000] 2024-10-17 23:37:48,695 - net_E: 81.168 (95.524) 2024-10-17 23:37:48,830 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.184 (epoch: 616)] 2024-10-17 23:37:48,831 - ==> Total time: 2 days, 8:24:29 Eta: 1 day, 11:00:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:38:01,326 - Train: 61.70% [771900/1251000] [617.0/1000.0] [batch_t 0.234 (0.336)] [data_t 0.009] [optim_t 0.226] [lr 0.000981] [CE 4.090 (4.036)] [KD 2.550 (2.737)] 2024-10-17 23:38:13,382 - Train: 61.71% [771950/1251000] [617.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000981] [CE 4.214 (4.107)] [KD 2.851 (2.779)] 2024-10-17 23:38:25,755 - Train: 61.71% [772000/1251000] [617.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000981] [CE 4.254 (4.001)] [KD 2.776 (2.717)] 2024-10-17 23:38:38,127 - Train: 61.71% [772050/1251000] [617.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000981] [CE 4.403 (4.123)] [KD 2.996 (2.752)] 2024-10-17 23:38:50,322 - Train: 61.72% [772100/1251000] [617.2/1000.0] [batch_t 0.273 (0.244)] [data_t 0.048] [optim_t 0.226] [lr 0.000981] [CE 4.582 (4.071)] [KD 3.032 (2.754)] 2024-10-17 23:39:03,141 - Train: 61.72% [772150/1251000] [617.2/1000.0] [batch_t 0.258 (0.256)] [data_t 0.034] [optim_t 0.224] [lr 0.000980] [CE 4.181 (4.116)] [KD 2.719 (2.787)] 2024-10-17 23:39:16,420 - Train: 61.73% [772200/1251000] [617.3/1000.0] [batch_t 0.242 (0.265)] [data_t 0.009] [optim_t 0.233] [lr 0.000980] [CE 4.018 (4.089)] [KD 2.772 (2.759)] 2024-10-17 23:39:29,123 - Train: 61.73% [772250/1251000] [617.3/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000980] [CE 4.209 (4.120)] [KD 2.886 (2.797)] 2024-10-17 23:39:41,948 - Train: 61.73% [772300/1251000] [617.3/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000980] [CE 3.783 (4.114)] [KD 2.611 (2.777)] 2024-10-17 23:39:54,980 - Train: 61.74% [772350/1251000] [617.4/1000.0] [batch_t 0.284 (0.261)] [data_t 0.059] [optim_t 0.225] [lr 0.000980] [CE 4.133 (4.096)] [KD 2.611 (2.775)] 2024-10-17 23:40:08,780 - Train: 61.74% [772400/1251000] [617.4/1000.0] [batch_t 0.282 (0.276)] [data_t 0.055] [optim_t 0.227] [lr 0.000980] [CE 4.077 (4.145)] [KD 2.705 (2.762)] 2024-10-17 23:40:22,181 - Train: 61.75% [772450/1251000] [617.5/1000.0] [batch_t 0.264 (0.268)] [data_t 0.041] [optim_t 0.224] [lr 0.000979] [CE 3.832 (4.105)] [KD 2.679 (2.776)] 2024-10-17 23:40:35,890 - Train: 61.75% [772500/1251000] [617.5/1000.0] [batch_t 0.238 (0.274)] [data_t 0.009] [optim_t 0.229] [lr 0.000979] [CE 3.884 (4.079)] [KD 2.714 (2.768)] 2024-10-17 23:40:48,901 - Train: 61.75% [772550/1251000] [617.5/1000.0] [batch_t 0.254 (0.260)] [data_t 0.029] [optim_t 0.226] [lr 0.000979] [CE 4.089 (4.142)] [KD 2.746 (2.809)] 2024-10-17 23:41:01,009 - Train: 61.76% [772600/1251000] [617.6/1000.0] [batch_t 0.263 (0.242)] [data_t 0.039] [optim_t 0.224] [lr 0.000979] [CE 3.450 (4.111)] [KD 2.390 (2.780)] 2024-10-17 23:41:13,902 - Train: 61.76% [772650/1251000] [617.6/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.227] [lr 0.000979] [CE 3.832 (4.022)] [KD 2.542 (2.703)] 2024-10-17 23:41:27,342 - Train: 61.77% [772700/1251000] [617.7/1000.0] [batch_t 0.297 (0.269)] [data_t 0.073] [optim_t 0.224] [lr 0.000978] [CE 3.963 (4.089)] [KD 2.881 (2.772)] 2024-10-17 23:41:40,776 - Train: 61.77% [772750/1251000] [617.7/1000.0] [batch_t 0.265 (0.269)] [data_t 0.042] [optim_t 0.224] [lr 0.000978] [CE 4.406 (4.072)] [KD 2.939 (2.743)] 2024-10-17 23:41:54,431 - Train: 61.77% [772800/1251000] [617.7/1000.0] [batch_t 0.300 (0.273)] [data_t 0.076] [optim_t 0.224] [lr 0.000978] [CE 4.655 (4.090)] [KD 3.108 (2.758)] 2024-10-17 23:42:07,848 - Train: 61.78% [772850/1251000] [617.8/1000.0] [batch_t 0.244 (0.268)] [data_t 0.009] [optim_t 0.235] [lr 0.000978] [CE 4.217 (4.129)] [KD 2.990 (2.818)] 2024-10-17 23:42:19,898 - Train: 61.78% [772900/1251000] [617.8/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000978] [CE 4.406 (4.139)] [KD 3.028 (2.809)] 2024-10-17 23:42:32,458 - Train: 61.79% [772950/1251000] [617.9/1000.0] [batch_t 0.303 (0.251)] [data_t 0.080] [optim_t 0.224] [lr 0.000978] [CE 3.820 (4.138)] [KD 2.647 (2.803)] 2024-10-17 23:42:45,893 - Train: 61.79% [773000/1251000] [617.9/1000.0] [batch_t 0.311 (0.269)] [data_t 0.084] [optim_t 0.227] [lr 0.000977] [CE 4.019 (4.038)] [KD 2.738 (2.743)] 2024-10-17 23:42:58,928 - Train: 61.79% [773050/1251000] [617.9/1000.0] [batch_t 0.245 (0.261)] [data_t 0.018] [optim_t 0.227] [lr 0.000977] [CE 4.648 (4.095)] [KD 3.126 (2.789)] 2024-10-17 23:43:12,849 - Train: 61.80% [773100/1251000] [618.0/1000.0] [batch_t 0.266 (0.278)] [data_t 0.009] [optim_t 0.258] [lr 0.000977] [CE 3.795 (4.061)] [KD 2.607 (2.734)] 2024-10-17 23:43:30,467 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.260)] [top1_cnt 39132] [top5_cnt 47161] [top_all 50000] 2024-10-17 23:43:30,468 - net: 78.264 (94.322) 2024-10-17 23:43:43,125 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40602] [top5_cnt 47781] [top_all 50000] 2024-10-17 23:43:43,126 - net_E: 81.204 (95.562) 2024-10-17 23:43:43,258 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.204 (epoch: 618)] 2024-10-17 23:43:43,259 - ==> Total time: 2 days, 8:30:23 Eta: 1 day, 10:55:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:43:56,693 - Train: 61.80% [773150/1251000] [618.0/1000.0] [batch_t 0.419 (0.288)] [data_t 0.009] [optim_t 0.410] [lr 0.000977] [CE 3.446 (4.103)] [KD 2.468 (2.745)] 2024-10-17 23:44:09,685 - Train: 61.81% [773200/1251000] [618.1/1000.0] [batch_t 0.278 (0.260)] [data_t 0.009] [optim_t 0.269] [lr 0.000977] [CE 4.195 (4.108)] [KD 2.928 (2.759)] 2024-10-17 23:44:23,778 - Train: 61.81% [773250/1251000] [618.1/1000.0] [batch_t 0.239 (0.282)] [data_t 0.009] [optim_t 0.230] [lr 0.000977] [CE 3.826 (4.077)] [KD 2.586 (2.788)] 2024-10-17 23:44:37,774 - Train: 61.81% [773300/1251000] [618.1/1000.0] [batch_t 0.234 (0.280)] [data_t 0.009] [optim_t 0.225] [lr 0.000976] [CE 4.011 (4.096)] [KD 2.921 (2.731)] 2024-10-17 23:44:50,790 - Train: 61.82% [773350/1251000] [618.2/1000.0] [batch_t 0.243 (0.260)] [data_t 0.009] [optim_t 0.235] [lr 0.000976] [CE 4.436 (4.063)] [KD 3.085 (2.745)] 2024-10-17 23:45:03,314 - Train: 61.82% [773400/1251000] [618.2/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000976] [CE 4.170 (4.085)] [KD 2.773 (2.748)] 2024-10-17 23:45:16,407 - Train: 61.83% [773450/1251000] [618.3/1000.0] [batch_t 0.303 (0.262)] [data_t 0.009] [optim_t 0.294] [lr 0.000976] [CE 3.691 (4.073)] [KD 2.447 (2.757)] 2024-10-17 23:45:30,155 - Train: 61.83% [773500/1251000] [618.3/1000.0] [batch_t 0.268 (0.275)] [data_t 0.009] [optim_t 0.259] [lr 0.000976] [CE 4.173 (4.097)] [KD 2.740 (2.772)] 2024-10-17 23:45:44,327 - Train: 61.83% [773550/1251000] [618.3/1000.0] [batch_t 0.262 (0.283)] [data_t 0.009] [optim_t 0.253] [lr 0.000976] [CE 4.263 (4.077)] [KD 2.732 (2.752)] 2024-10-17 23:45:58,439 - Train: 61.84% [773600/1251000] [618.4/1000.0] [batch_t 0.278 (0.282)] [data_t 0.009] [optim_t 0.269] [lr 0.000975] [CE 3.535 (4.062)] [KD 2.615 (2.752)] 2024-10-17 23:46:12,559 - Train: 61.84% [773650/1251000] [618.4/1000.0] [batch_t 0.259 (0.282)] [data_t 0.009] [optim_t 0.250] [lr 0.000975] [CE 3.792 (4.049)] [KD 2.803 (2.715)] 2024-10-17 23:46:25,140 - Train: 61.85% [773700/1251000] [618.5/1000.0] [batch_t 0.271 (0.252)] [data_t 0.009] [optim_t 0.262] [lr 0.000975] [CE 3.835 (4.077)] [KD 2.727 (2.750)] 2024-10-17 23:46:38,487 - Train: 61.85% [773750/1251000] [618.5/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000975] [CE 3.978 (4.064)] [KD 2.550 (2.758)] 2024-10-17 23:46:52,387 - Train: 61.85% [773800/1251000] [618.5/1000.0] [batch_t 0.281 (0.278)] [data_t 0.009] [optim_t 0.272] [lr 0.000975] [CE 4.012 (4.108)] [KD 2.764 (2.745)] 2024-10-17 23:47:06,833 - Train: 61.86% [773850/1251000] [618.6/1000.0] [batch_t 0.383 (0.289)] [data_t 0.009] [optim_t 0.374] [lr 0.000974] [CE 3.925 (4.061)] [KD 2.785 (2.720)] 2024-10-17 23:47:20,776 - Train: 61.86% [773900/1251000] [618.6/1000.0] [batch_t 0.235 (0.279)] [data_t 0.009] [optim_t 0.226] [lr 0.000974] [CE 4.470 (4.137)] [KD 2.653 (2.786)] 2024-10-17 23:47:34,343 - Train: 61.87% [773950/1251000] [618.7/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.000974] [CE 3.972 (4.128)] [KD 2.747 (2.774)] 2024-10-17 23:47:46,542 - Train: 61.87% [774000/1251000] [618.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000974] [CE 3.935 (4.127)] [KD 2.672 (2.808)] 2024-10-17 23:47:58,832 - Train: 61.87% [774050/1251000] [618.7/1000.0] [batch_t 0.277 (0.246)] [data_t 0.009] [optim_t 0.268] [lr 0.000974] [CE 3.861 (4.071)] [KD 2.609 (2.761)] 2024-10-17 23:48:12,909 - Train: 61.88% [774100/1251000] [618.8/1000.0] [batch_t 0.274 (0.281)] [data_t 0.009] [optim_t 0.265] [lr 0.000974] [CE 4.205 (4.064)] [KD 2.704 (2.699)] 2024-10-17 23:48:27,146 - Train: 61.88% [774150/1251000] [618.8/1000.0] [batch_t 0.284 (0.285)] [data_t 0.009] [optim_t 0.276] [lr 0.000973] [CE 4.530 (4.131)] [KD 2.787 (2.778)] 2024-10-17 23:48:41,458 - Train: 61.89% [774200/1251000] [618.9/1000.0] [batch_t 0.252 (0.286)] [data_t 0.009] [optim_t 0.243] [lr 0.000973] [CE 4.413 (4.025)] [KD 3.137 (2.721)] 2024-10-17 23:48:55,398 - Train: 61.89% [774250/1251000] [618.9/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.000973] [CE 4.142 (4.027)] [KD 2.781 (2.765)] 2024-10-17 23:49:07,912 - Train: 61.89% [774300/1251000] [618.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000973] [CE 4.155 (4.142)] [KD 2.794 (2.815)] 2024-10-17 23:49:21,085 - Train: 61.90% [774350/1251000] [619.0/1000.0] [batch_t 0.277 (0.263)] [data_t 0.009] [optim_t 0.269] [lr 0.000973] [CE 4.275 (4.049)] [KD 2.652 (2.774)] 2024-10-17 23:49:39,740 - Test (net): 100.00% [50/50] [batch_t 0.107 (0.270)] [top1_cnt 39176] [top5_cnt 47133] [top_all 50000] 2024-10-17 23:49:39,741 - net: 78.352 (94.266) 2024-10-17 23:49:53,895 - Test (net_E): 100.00% [50/50] [batch_t 0.118 (0.276)] [top1_cnt 40621] [top5_cnt 47775] [top_all 50000] 2024-10-17 23:49:53,895 - net_E: 81.242 (95.550) 2024-10-17 23:49:54,060 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-17 23:49:54,060 - ==> Total time: 2 days, 8:36:34 Eta: 1 day, 10:50:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:50:07,900 - Train: 61.90% [774400/1251000] [619.0/1000.0] [batch_t 0.235 (0.298)] [data_t 0.009] [optim_t 0.226] [lr 0.000973] [CE 3.851 (4.004)] [KD 2.543 (2.672)] 2024-10-17 23:50:20,711 - Train: 61.91% [774450/1251000] [619.1/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000972] [CE 4.583 (4.140)] [KD 2.797 (2.760)] 2024-10-17 23:50:33,465 - Train: 61.91% [774500/1251000] [619.1/1000.0] [batch_t 0.280 (0.255)] [data_t 0.009] [optim_t 0.271] [lr 0.000972] [CE 4.102 (4.110)] [KD 2.868 (2.757)] 2024-10-17 23:50:47,117 - Train: 61.91% [774550/1251000] [619.1/1000.0] [batch_t 0.288 (0.273)] [data_t 0.009] [optim_t 0.279] [lr 0.000972] [CE 4.117 (4.061)] [KD 2.774 (2.726)] 2024-10-17 23:51:00,680 - Train: 61.92% [774600/1251000] [619.2/1000.0] [batch_t 0.268 (0.271)] [data_t 0.009] [optim_t 0.259] [lr 0.000972] [CE 3.781 (4.095)] [KD 2.465 (2.747)] 2024-10-17 23:51:14,274 - Train: 61.92% [774650/1251000] [619.2/1000.0] [batch_t 0.301 (0.272)] [data_t 0.009] [optim_t 0.292] [lr 0.000972] [CE 3.987 (4.084)] [KD 2.728 (2.755)] 2024-10-17 23:51:28,005 - Train: 61.93% [774700/1251000] [619.3/1000.0] [batch_t 0.239 (0.275)] [data_t 0.009] [optim_t 0.230] [lr 0.000972] [CE 3.731 (4.052)] [KD 2.518 (2.757)] 2024-10-17 23:51:40,861 - Train: 61.93% [774750/1251000] [619.3/1000.0] [batch_t 0.242 (0.257)] [data_t 0.009] [optim_t 0.233] [lr 0.000971] [CE 4.035 (4.098)] [KD 2.991 (2.770)] 2024-10-17 23:51:53,370 - Train: 61.93% [774800/1251000] [619.3/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000971] [CE 3.912 (4.058)] [KD 2.646 (2.754)] 2024-10-17 23:52:06,583 - Train: 61.94% [774850/1251000] [619.4/1000.0] [batch_t 0.376 (0.264)] [data_t 0.009] [optim_t 0.368] [lr 0.000971] [CE 3.822 (4.098)] [KD 2.589 (2.743)] 2024-10-17 23:52:19,956 - Train: 61.94% [774900/1251000] [619.4/1000.0] [batch_t 0.249 (0.267)] [data_t 0.009] [optim_t 0.241] [lr 0.000971] [CE 4.289 (4.135)] [KD 2.965 (2.780)] 2024-10-17 23:52:33,477 - Train: 61.95% [774950/1251000] [619.5/1000.0] [batch_t 0.256 (0.270)] [data_t 0.009] [optim_t 0.247] [lr 0.000971] [CE 4.024 (4.117)] [KD 2.929 (2.821)] 2024-10-17 23:52:46,949 - Train: 61.95% [775000/1251000] [619.5/1000.0] [batch_t 0.263 (0.269)] [data_t 0.009] [optim_t 0.254] [lr 0.000970] [CE 4.273 (4.085)] [KD 2.604 (2.766)] 2024-10-17 23:53:00,151 - Train: 61.95% [775050/1251000] [619.5/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.000970] [CE 4.356 (4.115)] [KD 3.017 (2.771)] 2024-10-17 23:53:12,247 - Train: 61.96% [775100/1251000] [619.6/1000.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.000970] [CE 4.146 (4.175)] [KD 2.767 (2.784)] 2024-10-17 23:53:25,275 - Train: 61.96% [775150/1251000] [619.6/1000.0] [batch_t 0.419 (0.260)] [data_t 0.009] [optim_t 0.410] [lr 0.000970] [CE 4.129 (4.102)] [KD 2.619 (2.764)] 2024-10-17 23:53:38,783 - Train: 61.97% [775200/1251000] [619.7/1000.0] [batch_t 0.285 (0.270)] [data_t 0.009] [optim_t 0.276] [lr 0.000970] [CE 4.278 (4.116)] [KD 2.670 (2.764)] 2024-10-17 23:53:52,268 - Train: 61.97% [775250/1251000] [619.7/1000.0] [batch_t 0.273 (0.270)] [data_t 0.009] [optim_t 0.265] [lr 0.000970] [CE 4.368 (4.054)] [KD 2.749 (2.757)] 2024-10-17 23:54:06,233 - Train: 61.97% [775300/1251000] [619.7/1000.0] [batch_t 0.312 (0.279)] [data_t 0.009] [optim_t 0.303] [lr 0.000969] [CE 4.196 (4.110)] [KD 2.794 (2.764)] 2024-10-17 23:54:20,019 - Train: 61.98% [775350/1251000] [619.8/1000.0] [batch_t 0.233 (0.276)] [data_t 0.009] [optim_t 0.224] [lr 0.000969] [CE 3.980 (4.093)] [KD 2.704 (2.726)] 2024-10-17 23:54:32,236 - Train: 61.98% [775400/1251000] [619.8/1000.0] [batch_t 0.317 (0.244)] [data_t 0.009] [optim_t 0.308] [lr 0.000969] [CE 4.063 (4.082)] [KD 2.584 (2.770)] 2024-10-17 23:54:45,488 - Train: 61.99% [775450/1251000] [619.9/1000.0] [batch_t 0.268 (0.265)] [data_t 0.009] [optim_t 0.259] [lr 0.000969] [CE 3.977 (4.091)] [KD 2.641 (2.765)] 2024-10-17 23:54:59,458 - Train: 61.99% [775500/1251000] [619.9/1000.0] [batch_t 0.248 (0.279)] [data_t 0.009] [optim_t 0.239] [lr 0.000969] [CE 4.344 (4.172)] [KD 2.754 (2.789)] 2024-10-17 23:55:13,210 - Train: 61.99% [775550/1251000] [619.9/1000.0] [batch_t 0.249 (0.275)] [data_t 0.009] [optim_t 0.240] [lr 0.000969] [CE 3.460 (4.065)] [KD 2.404 (2.776)] 2024-10-17 23:55:27,029 - Train: 62.00% [775600/1251000] [620.0/1000.0] [batch_t 0.242 (0.276)] [data_t 0.009] [optim_t 0.233] [lr 0.000968] [CE 4.530 (4.058)] [KD 2.906 (2.767)] 2024-10-17 23:55:44,587 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 39170] [top5_cnt 47167] [top_all 50000] 2024-10-17 23:55:44,587 - net: 78.340 (94.334) 2024-10-17 23:55:56,997 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40621] [top5_cnt 47786] [top_all 50000] 2024-10-17 23:55:56,998 - net_E: 81.242 (95.572) 2024-10-17 23:55:57,129 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-17 23:55:57,130 - ==> Total time: 2 days, 8:42:37 Eta: 1 day, 10:45:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-17 23:56:08,795 - Train: 62.00% [775650/1251000] [620.0/1000.0] [batch_t 0.235 (0.342)] [data_t 0.009] [optim_t 0.226] [lr 0.000968] [CE 3.923 (4.046)] [KD 2.601 (2.761)] 2024-10-17 23:56:22,247 - Train: 62.01% [775700/1251000] [620.1/1000.0] [batch_t 0.238 (0.269)] [data_t 0.009] [optim_t 0.229] [lr 0.000968] [CE 4.206 (4.062)] [KD 2.716 (2.737)] 2024-10-17 23:56:36,356 - Train: 62.01% [775750/1251000] [620.1/1000.0] [batch_t 0.239 (0.282)] [data_t 0.009] [optim_t 0.231] [lr 0.000968] [CE 3.737 (4.001)] [KD 2.725 (2.698)] 2024-10-17 23:56:49,956 - Train: 62.01% [775800/1251000] [620.1/1000.0] [batch_t 0.287 (0.272)] [data_t 0.065] [optim_t 0.222] [lr 0.000968] [CE 4.063 (4.109)] [KD 2.736 (2.742)] 2024-10-17 23:57:03,407 - Train: 62.02% [775850/1251000] [620.2/1000.0] [batch_t 0.240 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000968] [CE 3.999 (4.039)] [KD 2.678 (2.714)] 2024-10-17 23:57:15,374 - Train: 62.02% [775900/1251000] [620.2/1000.0] [batch_t 0.246 (0.239)] [data_t 0.016] [optim_t 0.230] [lr 0.000967] [CE 4.255 (4.036)] [KD 2.827 (2.694)] 2024-10-17 23:57:28,861 - Train: 62.03% [775950/1251000] [620.3/1000.0] [batch_t 0.349 (0.270)] [data_t 0.009] [optim_t 0.340] [lr 0.000967] [CE 4.721 (4.156)] [KD 3.039 (2.779)] 2024-10-17 23:57:41,999 - Train: 62.03% [776000/1251000] [620.3/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.000967] [CE 3.764 (4.106)] [KD 2.581 (2.769)] 2024-10-17 23:57:55,542 - Train: 62.03% [776050/1251000] [620.3/1000.0] [batch_t 0.237 (0.271)] [data_t 0.009] [optim_t 0.228] [lr 0.000967] [CE 4.593 (4.066)] [KD 2.965 (2.756)] 2024-10-17 23:58:09,025 - Train: 62.04% [776100/1251000] [620.4/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000967] [CE 4.235 (4.065)] [KD 2.987 (2.718)] 2024-10-17 23:58:22,398 - Train: 62.04% [776150/1251000] [620.4/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.000967] [CE 3.931 (4.114)] [KD 2.452 (2.777)] 2024-10-17 23:58:34,461 - Train: 62.05% [776200/1251000] [620.5/1000.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.000966] [CE 3.910 (4.003)] [KD 2.583 (2.673)] 2024-10-17 23:58:47,619 - Train: 62.05% [776250/1251000] [620.5/1000.0] [batch_t 0.528 (0.263)] [data_t 0.009] [optim_t 0.519] [lr 0.000966] [CE 4.097 (4.115)] [KD 2.767 (2.773)] 2024-10-17 23:59:01,227 - Train: 62.05% [776300/1251000] [620.5/1000.0] [batch_t 0.301 (0.272)] [data_t 0.009] [optim_t 0.292] [lr 0.000966] [CE 4.595 (4.121)] [KD 2.776 (2.758)] 2024-10-17 23:59:14,803 - Train: 62.06% [776350/1251000] [620.6/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.000966] [CE 4.400 (4.132)] [KD 3.015 (2.798)] 2024-10-17 23:59:28,575 - Train: 62.06% [776400/1251000] [620.6/1000.0] [batch_t 0.236 (0.275)] [data_t 0.009] [optim_t 0.227] [lr 0.000966] [CE 3.941 (4.042)] [KD 2.748 (2.750)] 2024-10-17 23:59:41,962 - Train: 62.07% [776450/1251000] [620.7/1000.0] [batch_t 0.255 (0.268)] [data_t 0.009] [optim_t 0.246] [lr 0.000965] [CE 3.848 (4.149)] [KD 2.585 (2.768)] 2024-10-17 23:59:54,332 - Train: 62.07% [776500/1251000] [620.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000965] [CE 4.431 (4.106)] [KD 2.852 (2.757)] 2024-10-18 00:00:06,951 - Train: 62.07% [776550/1251000] [620.7/1000.0] [batch_t 0.252 (0.252)] [data_t 0.009] [optim_t 0.243] [lr 0.000965] [CE 4.335 (4.149)] [KD 2.913 (2.800)] 2024-10-18 00:00:20,404 - Train: 62.08% [776600/1251000] [620.8/1000.0] [batch_t 0.296 (0.269)] [data_t 0.009] [optim_t 0.287] [lr 0.000965] [CE 3.724 (4.139)] [KD 2.628 (2.781)] 2024-10-18 00:00:34,243 - Train: 62.08% [776650/1251000] [620.8/1000.0] [batch_t 0.528 (0.277)] [data_t 0.009] [optim_t 0.519] [lr 0.000965] [CE 3.660 (4.170)] [KD 2.605 (2.783)] 2024-10-18 00:00:47,771 - Train: 62.09% [776700/1251000] [620.9/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.230] [lr 0.000965] [CE 4.161 (4.087)] [KD 2.979 (2.761)] 2024-10-18 00:01:01,131 - Train: 62.09% [776750/1251000] [620.9/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000964] [CE 3.998 (4.123)] [KD 2.747 (2.815)] 2024-10-18 00:01:13,493 - Train: 62.09% [776800/1251000] [620.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000964] [CE 4.315 (4.069)] [KD 3.029 (2.768)] 2024-10-18 00:01:25,340 - Train: 62.10% [776850/1251000] [621.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000964] [CE 3.683 (4.082)] [KD 2.513 (2.744)] 2024-10-18 00:01:43,879 - Test (net): 100.00% [50/50] [batch_t 0.099 (0.266)] [top1_cnt 39216] [top5_cnt 47178] [top_all 50000] 2024-10-18 00:01:43,880 - net: 78.432 (94.356) 2024-10-18 00:01:58,210 - Test (net_E): 100.00% [50/50] [batch_t 0.110 (0.280)] [top1_cnt 40557] [top5_cnt 47766] [top_all 50000] 2024-10-18 00:01:58,211 - net_E: 81.114 (95.532) 2024-10-18 00:01:58,338 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:01:58,339 - ==> Total time: 2 days, 8:48:38 Eta: 1 day, 10:40:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:02:09,676 - Train: 62.10% [776900/1251000] [621.0/1000.0] [batch_t 0.240 (0.345)] [data_t 0.009] [optim_t 0.230] [lr 0.000964] [CE 4.326 (4.023)] [KD 2.865 (2.682)] 2024-10-18 00:02:22,587 - Train: 62.11% [776950/1251000] [621.1/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.000964] [CE 4.513 (4.115)] [KD 3.020 (2.735)] 2024-10-18 00:02:35,241 - Train: 62.11% [777000/1251000] [621.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000964] [CE 4.700 (4.091)] [KD 3.011 (2.710)] 2024-10-18 00:02:47,404 - Train: 62.11% [777050/1251000] [621.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000963] [CE 3.943 (4.103)] [KD 2.759 (2.759)] 2024-10-18 00:03:00,356 - Train: 62.12% [777100/1251000] [621.2/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000963] [CE 4.491 (4.117)] [KD 2.911 (2.750)] 2024-10-18 00:03:13,577 - Train: 62.12% [777150/1251000] [621.2/1000.0] [batch_t 0.290 (0.264)] [data_t 0.009] [optim_t 0.281] [lr 0.000963] [CE 4.095 (4.047)] [KD 2.911 (2.725)] 2024-10-18 00:03:27,437 - Train: 62.13% [777200/1251000] [621.3/1000.0] [batch_t 0.281 (0.277)] [data_t 0.009] [optim_t 0.273] [lr 0.000963] [CE 4.326 (4.137)] [KD 2.709 (2.795)] 2024-10-18 00:03:41,188 - Train: 62.13% [777250/1251000] [621.3/1000.0] [batch_t 0.255 (0.275)] [data_t 0.009] [optim_t 0.245] [lr 0.000963] [CE 4.103 (4.100)] [KD 2.652 (2.757)] 2024-10-18 00:03:53,790 - Train: 62.13% [777300/1251000] [621.3/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000963] [CE 3.281 (4.053)] [KD 2.542 (2.720)] 2024-10-18 00:04:05,755 - Train: 62.14% [777350/1251000] [621.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000962] [CE 4.257 (4.158)] [KD 2.818 (2.783)] 2024-10-18 00:04:18,847 - Train: 62.14% [777400/1251000] [621.4/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.000962] [CE 3.606 (4.136)] [KD 2.546 (2.781)] 2024-10-18 00:04:32,391 - Train: 62.15% [777450/1251000] [621.5/1000.0] [batch_t 0.294 (0.271)] [data_t 0.009] [optim_t 0.286] [lr 0.000962] [CE 4.180 (4.095)] [KD 2.850 (2.767)] 2024-10-18 00:04:45,547 - Train: 62.15% [777500/1251000] [621.5/1000.0] [batch_t 0.239 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.000962] [CE 4.201 (4.062)] [KD 2.822 (2.759)] 2024-10-18 00:04:58,194 - Train: 62.15% [777550/1251000] [621.5/1000.0] [batch_t 0.251 (0.253)] [data_t 0.009] [optim_t 0.242] [lr 0.000962] [CE 3.782 (4.033)] [KD 2.825 (2.713)] 2024-10-18 00:05:10,720 - Train: 62.16% [777600/1251000] [621.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000961] [CE 3.676 (4.109)] [KD 2.514 (2.780)] 2024-10-18 00:05:22,847 - Train: 62.16% [777650/1251000] [621.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000961] [CE 4.514 (4.095)] [KD 2.981 (2.742)] 2024-10-18 00:05:34,677 - Train: 62.17% [777700/1251000] [621.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000961] [CE 4.083 (4.059)] [KD 2.640 (2.728)] 2024-10-18 00:05:47,563 - Train: 62.17% [777750/1251000] [621.7/1000.0] [batch_t 0.253 (0.258)] [data_t 0.009] [optim_t 0.244] [lr 0.000961] [CE 3.963 (4.163)] [KD 2.758 (2.778)] 2024-10-18 00:06:01,154 - Train: 62.17% [777800/1251000] [621.7/1000.0] [batch_t 0.256 (0.272)] [data_t 0.009] [optim_t 0.247] [lr 0.000961] [CE 4.638 (4.076)] [KD 2.929 (2.755)] 2024-10-18 00:06:14,263 - Train: 62.18% [777850/1251000] [621.8/1000.0] [batch_t 0.273 (0.262)] [data_t 0.009] [optim_t 0.264] [lr 0.000961] [CE 4.358 (4.080)] [KD 2.724 (2.754)] 2024-10-18 00:06:27,345 - Train: 62.18% [777900/1251000] [621.8/1000.0] [batch_t 0.277 (0.262)] [data_t 0.009] [optim_t 0.268] [lr 0.000960] [CE 4.312 (4.122)] [KD 2.808 (2.759)] 2024-10-18 00:06:39,527 - Train: 62.19% [777950/1251000] [621.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000960] [CE 4.410 (4.183)] [KD 3.013 (2.790)] 2024-10-18 00:06:52,023 - Train: 62.19% [778000/1251000] [621.9/1000.0] [batch_t 0.274 (0.250)] [data_t 0.009] [optim_t 0.265] [lr 0.000960] [CE 4.157 (4.117)] [KD 2.778 (2.754)] 2024-10-18 00:07:04,965 - Train: 62.19% [778050/1251000] [621.9/1000.0] [batch_t 0.263 (0.259)] [data_t 0.009] [optim_t 0.254] [lr 0.000960] [CE 3.997 (4.051)] [KD 2.746 (2.755)] 2024-10-18 00:07:17,896 - Train: 62.20% [778100/1251000] [622.0/1000.0] [batch_t 0.258 (0.258)] [data_t 0.009] [optim_t 0.249] [lr 0.000960] [CE 4.443 (4.127)] [KD 2.757 (2.768)] 2024-10-18 00:07:36,804 - Test (net): 100.00% [50/50] [batch_t 0.091 (0.268)] [top1_cnt 39201] [top5_cnt 47183] [top_all 50000] 2024-10-18 00:07:36,805 - net: 78.402 (94.366) 2024-10-18 00:07:50,407 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.265)] [top1_cnt 40549] [top5_cnt 47770] [top_all 50000] 2024-10-18 00:07:50,408 - net_E: 81.098 (95.540) 2024-10-18 00:07:50,536 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:07:50,536 - ==> Total time: 2 days, 8:54:31 Eta: 1 day, 10:35:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:08:01,615 - Train: 62.20% [778150/1251000] [622.0/1000.0] [batch_t 0.236 (0.344)] [data_t 0.009] [optim_t 0.227] [lr 0.000960] [CE 4.276 (4.217)] [KD 2.943 (2.788)] 2024-10-18 00:08:13,807 - Train: 62.21% [778200/1251000] [622.1/1000.0] [batch_t 0.409 (0.244)] [data_t 0.009] [optim_t 0.400] [lr 0.000959] [CE 4.000 (4.113)] [KD 2.706 (2.726)] 2024-10-18 00:08:26,865 - Train: 62.21% [778250/1251000] [622.1/1000.0] [batch_t 0.263 (0.261)] [data_t 0.009] [optim_t 0.254] [lr 0.000959] [CE 3.556 (4.103)] [KD 2.357 (2.752)] 2024-10-18 00:08:40,505 - Train: 62.21% [778300/1251000] [622.1/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.225] [lr 0.000959] [CE 4.091 (3.987)] [KD 2.634 (2.658)] 2024-10-18 00:08:54,322 - Train: 62.22% [778350/1251000] [622.2/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000959] [CE 3.476 (4.005)] [KD 2.305 (2.684)] 2024-10-18 00:09:08,224 - Train: 62.22% [778400/1251000] [622.2/1000.0] [batch_t 0.277 (0.278)] [data_t 0.009] [optim_t 0.268] [lr 0.000959] [CE 3.706 (4.105)] [KD 2.477 (2.749)] 2024-10-18 00:09:20,495 - Train: 62.23% [778450/1251000] [622.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.010] [optim_t 0.229] [lr 0.000959] [CE 4.482 (4.140)] [KD 2.984 (2.719)] 2024-10-18 00:09:33,180 - Train: 62.23% [778500/1251000] [622.3/1000.0] [batch_t 0.243 (0.254)] [data_t 0.009] [optim_t 0.234] [lr 0.000958] [CE 4.250 (4.038)] [KD 2.816 (2.716)] 2024-10-18 00:09:47,105 - Train: 62.23% [778550/1251000] [622.3/1000.0] [batch_t 0.329 (0.278)] [data_t 0.009] [optim_t 0.320] [lr 0.000958] [CE 4.647 (4.065)] [KD 2.974 (2.732)] 2024-10-18 00:10:01,280 - Train: 62.24% [778600/1251000] [622.4/1000.0] [batch_t 0.286 (0.283)] [data_t 0.009] [optim_t 0.277] [lr 0.000958] [CE 4.247 (4.108)] [KD 2.850 (2.732)] 2024-10-18 00:10:15,228 - Train: 62.24% [778650/1251000] [622.4/1000.0] [batch_t 0.272 (0.279)] [data_t 0.009] [optim_t 0.263] [lr 0.000958] [CE 4.593 (4.033)] [KD 2.978 (2.720)] 2024-10-18 00:10:28,910 - Train: 62.25% [778700/1251000] [622.5/1000.0] [batch_t 0.260 (0.274)] [data_t 0.009] [optim_t 0.251] [lr 0.000958] [CE 4.420 (4.102)] [KD 2.832 (2.723)] 2024-10-18 00:10:41,249 - Train: 62.25% [778750/1251000] [622.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000958] [CE 4.528 (4.129)] [KD 2.929 (2.758)] 2024-10-18 00:10:54,232 - Train: 62.25% [778800/1251000] [622.5/1000.0] [batch_t 0.300 (0.260)] [data_t 0.009] [optim_t 0.291] [lr 0.000957] [CE 3.584 (3.954)] [KD 2.583 (2.724)] 2024-10-18 00:11:08,250 - Train: 62.26% [778850/1251000] [622.6/1000.0] [batch_t 0.267 (0.280)] [data_t 0.009] [optim_t 0.258] [lr 0.000957] [CE 3.831 (4.076)] [KD 2.520 (2.722)] 2024-10-18 00:11:21,945 - Train: 62.26% [778900/1251000] [622.6/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.000957] [CE 3.955 (4.085)] [KD 2.743 (2.747)] 2024-10-18 00:11:35,771 - Train: 62.27% [778950/1251000] [622.7/1000.0] [batch_t 0.258 (0.276)] [data_t 0.009] [optim_t 0.249] [lr 0.000957] [CE 3.959 (4.118)] [KD 2.724 (2.775)] 2024-10-18 00:11:49,549 - Train: 62.27% [779000/1251000] [622.7/1000.0] [batch_t 0.294 (0.275)] [data_t 0.009] [optim_t 0.285] [lr 0.000957] [CE 4.100 (4.175)] [KD 2.650 (2.775)] 2024-10-18 00:12:01,888 - Train: 62.27% [779050/1251000] [622.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000956] [CE 3.654 (4.065)] [KD 2.510 (2.711)] 2024-10-18 00:12:14,421 - Train: 62.28% [779100/1251000] [622.8/1000.0] [batch_t 0.260 (0.251)] [data_t 0.009] [optim_t 0.252] [lr 0.000956] [CE 4.302 (4.096)] [KD 2.795 (2.766)] 2024-10-18 00:12:28,159 - Train: 62.28% [779150/1251000] [622.8/1000.0] [batch_t 0.276 (0.275)] [data_t 0.009] [optim_t 0.267] [lr 0.000956] [CE 3.981 (4.067)] [KD 2.646 (2.745)] 2024-10-18 00:12:42,303 - Train: 62.29% [779200/1251000] [622.9/1000.0] [batch_t 0.268 (0.283)] [data_t 0.009] [optim_t 0.259] [lr 0.000956] [CE 4.284 (4.135)] [KD 2.808 (2.760)] 2024-10-18 00:12:56,524 - Train: 62.29% [779250/1251000] [622.9/1000.0] [batch_t 0.319 (0.284)] [data_t 0.009] [optim_t 0.310] [lr 0.000956] [CE 3.515 (4.118)] [KD 2.550 (2.782)] 2024-10-18 00:13:10,780 - Train: 62.29% [779300/1251000] [622.9/1000.0] [batch_t 0.277 (0.285)] [data_t 0.009] [optim_t 0.268] [lr 0.000956] [CE 3.673 (4.116)] [KD 2.663 (2.758)] 2024-10-18 00:13:23,310 - Train: 62.30% [779350/1251000] [623.0/1000.0] [batch_t 0.246 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.000955] [CE 3.955 (4.016)] [KD 2.732 (2.683)] 2024-10-18 00:13:42,264 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.263)] [top1_cnt 39147] [top5_cnt 47113] [top_all 50000] 2024-10-18 00:13:42,264 - net: 78.294 (94.226) 2024-10-18 00:13:56,534 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.279)] [top1_cnt 40558] [top5_cnt 47792] [top_all 50000] 2024-10-18 00:13:56,534 - net_E: 81.116 (95.584) 2024-10-18 00:13:56,684 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:13:56,685 - ==> Total time: 2 days, 9:00:37 Eta: 1 day, 10:29:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:14:07,430 - Train: 62.30% [779400/1251000] [623.0/1000.0] [batch_t 0.239 (0.346)] [data_t 0.009] [optim_t 0.230] [lr 0.000955] [CE 4.076 (4.094)] [KD 2.751 (2.745)] 2024-10-18 00:14:20,153 - Train: 62.31% [779450/1251000] [623.1/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000955] [CE 4.657 (4.076)] [KD 3.193 (2.744)] 2024-10-18 00:14:33,182 - Train: 62.31% [779500/1251000] [623.1/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000955] [CE 3.919 (4.074)] [KD 2.755 (2.724)] 2024-10-18 00:14:45,136 - Train: 62.31% [779550/1251000] [623.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000955] [CE 3.778 (4.130)] [KD 2.615 (2.775)] 2024-10-18 00:14:56,965 - Train: 62.32% [779600/1251000] [623.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000955] [CE 4.026 (4.091)] [KD 2.831 (2.720)] 2024-10-18 00:15:10,093 - Train: 62.32% [779650/1251000] [623.2/1000.0] [batch_t 0.266 (0.262)] [data_t 0.009] [optim_t 0.257] [lr 0.000954] [CE 3.653 (4.090)] [KD 2.629 (2.755)] 2024-10-18 00:15:23,717 - Train: 62.33% [779700/1251000] [623.3/1000.0] [batch_t 0.259 (0.272)] [data_t 0.009] [optim_t 0.250] [lr 0.000954] [CE 4.126 (4.145)] [KD 2.726 (2.752)] 2024-10-18 00:15:37,024 - Train: 62.33% [779750/1251000] [623.3/1000.0] [batch_t 0.245 (0.266)] [data_t 0.009] [optim_t 0.236] [lr 0.000954] [CE 3.633 (4.106)] [KD 2.380 (2.729)] 2024-10-18 00:15:50,506 - Train: 62.33% [779800/1251000] [623.3/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.000954] [CE 4.588 (4.127)] [KD 2.817 (2.725)] 2024-10-18 00:16:03,131 - Train: 62.34% [779850/1251000] [623.4/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000954] [CE 4.340 (4.101)] [KD 3.007 (2.719)] 2024-10-18 00:16:15,694 - Train: 62.34% [779900/1251000] [623.4/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000954] [CE 4.413 (4.116)] [KD 2.693 (2.738)] 2024-10-18 00:16:29,395 - Train: 62.35% [779950/1251000] [623.5/1000.0] [batch_t 0.261 (0.274)] [data_t 0.009] [optim_t 0.253] [lr 0.000953] [CE 4.281 (4.070)] [KD 2.909 (2.751)] 2024-10-18 00:16:43,358 - Train: 62.35% [780000/1251000] [623.5/1000.0] [batch_t 0.286 (0.279)] [data_t 0.009] [optim_t 0.277] [lr 0.000953] [CE 4.495 (4.128)] [KD 2.674 (2.764)] 2024-10-18 00:16:57,120 - Train: 62.35% [780050/1251000] [623.5/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.273] [lr 0.000953] [CE 4.353 (4.120)] [KD 2.764 (2.733)] 2024-10-18 00:17:10,817 - Train: 62.36% [780100/1251000] [623.6/1000.0] [batch_t 0.234 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.000953] [CE 4.042 (4.183)] [KD 2.736 (2.823)] 2024-10-18 00:17:23,796 - Train: 62.36% [780150/1251000] [623.6/1000.0] [batch_t 0.238 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000953] [CE 4.430 (4.107)] [KD 2.935 (2.777)] 2024-10-18 00:17:35,789 - Train: 62.37% [780200/1251000] [623.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000952] [CE 4.039 (4.121)] [KD 2.814 (2.769)] 2024-10-18 00:17:48,112 - Train: 62.37% [780250/1251000] [623.7/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.000952] [CE 4.222 (4.170)] [KD 2.884 (2.787)] 2024-10-18 00:18:01,396 - Train: 62.37% [780300/1251000] [623.7/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.000952] [CE 4.205 (4.114)] [KD 3.044 (2.778)] 2024-10-18 00:18:15,155 - Train: 62.38% [780350/1251000] [623.8/1000.0] [batch_t 0.277 (0.275)] [data_t 0.009] [optim_t 0.268] [lr 0.000952] [CE 4.201 (4.121)] [KD 2.873 (2.761)] 2024-10-18 00:18:28,611 - Train: 62.38% [780400/1251000] [623.8/1000.0] [batch_t 0.279 (0.269)] [data_t 0.009] [optim_t 0.271] [lr 0.000952] [CE 4.126 (4.090)] [KD 2.626 (2.747)] 2024-10-18 00:18:41,362 - Train: 62.39% [780450/1251000] [623.9/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000952] [CE 4.014 (4.074)] [KD 2.762 (2.754)] 2024-10-18 00:18:53,889 - Train: 62.39% [780500/1251000] [623.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000951] [CE 4.263 (4.073)] [KD 2.897 (2.725)] 2024-10-18 00:19:06,002 - Train: 62.39% [780550/1251000] [623.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000951] [CE 4.168 (4.064)] [KD 2.818 (2.692)] 2024-10-18 00:19:19,312 - Train: 62.40% [780600/1251000] [624.0/1000.0] [batch_t 0.249 (0.266)] [data_t 0.009] [optim_t 0.240] [lr 0.000951] [CE 4.476 (4.116)] [KD 2.974 (2.757)] 2024-10-18 00:19:39,138 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.270)] [top1_cnt 39134] [top5_cnt 47174] [top_all 50000] 2024-10-18 00:19:39,139 - net: 78.268 (94.348) 2024-10-18 00:19:53,470 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.280)] [top1_cnt 40568] [top5_cnt 47772] [top_all 50000] 2024-10-18 00:19:53,471 - net_E: 81.136 (95.544) 2024-10-18 00:19:53,630 - Max [top1: 78.602 (epoch: 615)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:19:53,631 - ==> Total time: 2 days, 9:06:34 Eta: 1 day, 10:24:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:20:03,927 - Train: 62.40% [780650/1251000] [624.0/1000.0] [batch_t 0.232 (0.343)] [data_t 0.009] [optim_t 0.223] [lr 0.000951] [CE 4.121 (4.167)] [KD 2.846 (2.759)] 2024-10-18 00:20:16,107 - Train: 62.41% [780700/1251000] [624.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000951] [CE 3.476 (4.108)] [KD 2.393 (2.728)] 2024-10-18 00:20:28,704 - Train: 62.41% [780750/1251000] [624.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000951] [CE 4.498 (4.050)] [KD 3.128 (2.724)] 2024-10-18 00:20:41,064 - Train: 62.41% [780800/1251000] [624.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000950] [CE 4.034 (4.075)] [KD 2.700 (2.747)] 2024-10-18 00:20:55,247 - Train: 62.42% [780850/1251000] [624.2/1000.0] [batch_t 0.253 (0.284)] [data_t 0.009] [optim_t 0.244] [lr 0.000950] [CE 4.683 (4.106)] [KD 2.906 (2.761)] 2024-10-18 00:21:09,376 - Train: 62.42% [780900/1251000] [624.2/1000.0] [batch_t 0.276 (0.282)] [data_t 0.009] [optim_t 0.267] [lr 0.000950] [CE 4.530 (4.144)] [KD 2.955 (2.763)] 2024-10-18 00:21:22,606 - Train: 62.43% [780950/1251000] [624.3/1000.0] [batch_t 0.233 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.000950] [CE 4.224 (4.050)] [KD 2.823 (2.736)] 2024-10-18 00:21:35,035 - Train: 62.43% [781000/1251000] [624.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000950] [CE 4.620 (4.158)] [KD 3.003 (2.819)] 2024-10-18 00:21:48,438 - Train: 62.43% [781050/1251000] [624.3/1000.0] [batch_t 0.258 (0.268)] [data_t 0.009] [optim_t 0.250] [lr 0.000950] [CE 4.117 (4.072)] [KD 2.763 (2.723)] 2024-10-18 00:22:02,256 - Train: 62.44% [781100/1251000] [624.4/1000.0] [batch_t 0.263 (0.276)] [data_t 0.009] [optim_t 0.255] [lr 0.000949] [CE 3.912 (4.063)] [KD 2.771 (2.725)] 2024-10-18 00:22:15,899 - Train: 62.44% [781150/1251000] [624.4/1000.0] [batch_t 0.270 (0.273)] [data_t 0.009] [optim_t 0.261] [lr 0.000949] [CE 3.858 (4.039)] [KD 2.606 (2.728)] 2024-10-18 00:22:29,866 - Train: 62.45% [781200/1251000] [624.5/1000.0] [batch_t 0.276 (0.279)] [data_t 0.009] [optim_t 0.267] [lr 0.000949] [CE 3.926 (4.135)] [KD 2.770 (2.767)] 2024-10-18 00:22:42,981 - Train: 62.45% [781250/1251000] [624.5/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.000949] [CE 4.186 (4.111)] [KD 2.641 (2.721)] 2024-10-18 00:22:55,366 - Train: 62.45% [781300/1251000] [624.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000949] [CE 3.921 (4.140)] [KD 2.578 (2.730)] 2024-10-18 00:23:08,473 - Train: 62.46% [781350/1251000] [624.6/1000.0] [batch_t 0.282 (0.262)] [data_t 0.009] [optim_t 0.273] [lr 0.000949] [CE 4.446 (4.099)] [KD 2.977 (2.733)] 2024-10-18 00:23:22,271 - Train: 62.46% [781400/1251000] [624.6/1000.0] [batch_t 0.236 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000948] [CE 3.881 (4.062)] [KD 2.765 (2.739)] 2024-10-18 00:23:35,988 - Train: 62.47% [781450/1251000] [624.7/1000.0] [batch_t 0.292 (0.274)] [data_t 0.009] [optim_t 0.283] [lr 0.000948] [CE 4.167 (4.032)] [KD 2.941 (2.708)] 2024-10-18 00:23:49,742 - Train: 62.47% [781500/1251000] [624.7/1000.0] [batch_t 0.286 (0.275)] [data_t 0.009] [optim_t 0.277] [lr 0.000948] [CE 4.251 (4.141)] [KD 2.830 (2.770)] 2024-10-18 00:24:03,046 - Train: 62.47% [781550/1251000] [624.7/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.234] [lr 0.000948] [CE 4.131 (4.054)] [KD 2.684 (2.705)] 2024-10-18 00:24:14,980 - Train: 62.48% [781600/1251000] [624.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000948] [CE 4.171 (4.131)] [KD 2.882 (2.799)] 2024-10-18 00:24:27,380 - Train: 62.48% [781650/1251000] [624.8/1000.0] [batch_t 0.282 (0.248)] [data_t 0.009] [optim_t 0.273] [lr 0.000947] [CE 4.345 (4.221)] [KD 2.897 (2.825)] 2024-10-18 00:24:41,047 - Train: 62.49% [781700/1251000] [624.9/1000.0] [batch_t 0.244 (0.273)] [data_t 0.009] [optim_t 0.235] [lr 0.000947] [CE 3.900 (4.003)] [KD 2.666 (2.723)] 2024-10-18 00:24:54,584 - Train: 62.49% [781750/1251000] [624.9/1000.0] [batch_t 0.240 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000947] [CE 4.440 (4.101)] [KD 2.895 (2.772)] 2024-10-18 00:25:08,099 - Train: 62.49% [781800/1251000] [624.9/1000.0] [batch_t 0.246 (0.270)] [data_t 0.009] [optim_t 0.237] [lr 0.000947] [CE 4.164 (4.104)] [KD 2.582 (2.756)] 2024-10-18 00:25:21,506 - Train: 62.50% [781850/1251000] [625.0/1000.0] [batch_t 0.261 (0.268)] [data_t 0.009] [optim_t 0.253] [lr 0.000947] [CE 3.998 (4.062)] [KD 2.747 (2.763)] 2024-10-18 00:25:40,329 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 39309] [top5_cnt 47173] [top_all 50000] 2024-10-18 00:25:40,329 - net: 78.618 (94.346) 2024-10-18 00:25:53,883 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.264)] [top1_cnt 40588] [top5_cnt 47750] [top_all 50000] 2024-10-18 00:25:53,884 - net_E: 81.176 (95.500) 2024-10-18 00:25:54,019 - Max [top1: 78.618 (epoch: 625)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:25:54,019 - ==> Total time: 2 days, 9:12:34 Eta: 1 day, 10:19:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:26:06,451 - Train: 62.50% [781900/1251000] [625.0/1000.0] [batch_t 0.239 (0.287)] [data_t 0.009] [optim_t 0.230] [lr 0.000947] [CE 4.423 (4.074)] [KD 2.919 (2.733)] 2024-10-18 00:26:20,066 - Train: 62.51% [781950/1251000] [625.1/1000.0] [batch_t 0.263 (0.272)] [data_t 0.009] [optim_t 0.253] [lr 0.000946] [CE 3.779 (4.067)] [KD 2.634 (2.740)] 2024-10-18 00:26:34,341 - Train: 62.51% [782000/1251000] [625.1/1000.0] [batch_t 0.266 (0.285)] [data_t 0.009] [optim_t 0.257] [lr 0.000946] [CE 4.247 (4.077)] [KD 2.912 (2.726)] 2024-10-18 00:26:47,947 - Train: 62.51% [782050/1251000] [625.1/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000946] [CE 4.266 (4.083)] [KD 2.903 (2.710)] 2024-10-18 00:27:01,124 - Train: 62.52% [782100/1251000] [625.2/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.000946] [CE 4.078 (4.030)] [KD 2.736 (2.709)] 2024-10-18 00:27:14,575 - Train: 62.52% [782150/1251000] [625.2/1000.0] [batch_t 0.275 (0.269)] [data_t 0.009] [optim_t 0.266] [lr 0.000946] [CE 4.441 (4.062)] [KD 2.866 (2.713)] 2024-10-18 00:27:28,711 - Train: 62.53% [782200/1251000] [625.3/1000.0] [batch_t 0.263 (0.283)] [data_t 0.009] [optim_t 0.254] [lr 0.000946] [CE 4.569 (4.034)] [KD 2.986 (2.726)] 2024-10-18 00:27:42,838 - Train: 62.53% [782250/1251000] [625.3/1000.0] [batch_t 0.257 (0.282)] [data_t 0.009] [optim_t 0.248] [lr 0.000945] [CE 4.558 (4.055)] [KD 3.059 (2.678)] 2024-10-18 00:27:57,349 - Train: 62.53% [782300/1251000] [625.3/1000.0] [batch_t 0.309 (0.290)] [data_t 0.009] [optim_t 0.301] [lr 0.000945] [CE 4.090 (4.072)] [KD 2.678 (2.755)] 2024-10-18 00:28:10,891 - Train: 62.54% [782350/1251000] [625.4/1000.0] [batch_t 0.241 (0.271)] [data_t 0.009] [optim_t 0.232] [lr 0.000945] [CE 3.927 (4.087)] [KD 2.733 (2.765)] 2024-10-18 00:28:23,340 - Train: 62.54% [782400/1251000] [625.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000945] [CE 4.035 (4.149)] [KD 2.659 (2.766)] 2024-10-18 00:28:36,936 - Train: 62.55% [782450/1251000] [625.5/1000.0] [batch_t 0.243 (0.272)] [data_t 0.009] [optim_t 0.234] [lr 0.000945] [CE 4.173 (4.059)] [KD 2.834 (2.718)] 2024-10-18 00:28:50,787 - Train: 62.55% [782500/1251000] [625.5/1000.0] [batch_t 0.262 (0.277)] [data_t 0.009] [optim_t 0.254] [lr 0.000945] [CE 3.807 (4.064)] [KD 2.527 (2.707)] 2024-10-18 00:29:05,001 - Train: 62.55% [782550/1251000] [625.5/1000.0] [batch_t 0.240 (0.284)] [data_t 0.009] [optim_t 0.231] [lr 0.000944] [CE 3.930 (4.076)] [KD 2.648 (2.737)] 2024-10-18 00:29:19,256 - Train: 62.56% [782600/1251000] [625.6/1000.0] [batch_t 0.291 (0.285)] [data_t 0.009] [optim_t 0.282] [lr 0.000944] [CE 4.389 (4.071)] [KD 2.803 (2.753)] 2024-10-18 00:29:32,399 - Train: 62.56% [782650/1251000] [625.6/1000.0] [batch_t 0.274 (0.263)] [data_t 0.009] [optim_t 0.265] [lr 0.000944] [CE 4.044 (4.124)] [KD 2.732 (2.705)] 2024-10-18 00:29:45,328 - Train: 62.57% [782700/1251000] [625.7/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.234] [lr 0.000944] [CE 4.247 (4.083)] [KD 2.750 (2.742)] 2024-10-18 00:29:58,982 - Train: 62.57% [782750/1251000] [625.7/1000.0] [batch_t 0.266 (0.273)] [data_t 0.009] [optim_t 0.257] [lr 0.000944] [CE 3.769 (4.072)] [KD 2.553 (2.749)] 2024-10-18 00:30:12,717 - Train: 62.57% [782800/1251000] [625.7/1000.0] [batch_t 0.303 (0.275)] [data_t 0.009] [optim_t 0.294] [lr 0.000944] [CE 3.765 (4.161)] [KD 2.486 (2.797)] 2024-10-18 00:30:26,486 - Train: 62.58% [782850/1251000] [625.8/1000.0] [batch_t 0.268 (0.275)] [data_t 0.009] [optim_t 0.259] [lr 0.000943] [CE 3.766 (4.060)] [KD 2.579 (2.718)] 2024-10-18 00:30:40,191 - Train: 62.58% [782900/1251000] [625.8/1000.0] [batch_t 0.269 (0.274)] [data_t 0.009] [optim_t 0.260] [lr 0.000943] [CE 4.327 (4.079)] [KD 3.073 (2.743)] 2024-10-18 00:30:53,456 - Train: 62.59% [782950/1251000] [625.9/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.000943] [CE 4.520 (4.124)] [KD 2.895 (2.764)] 2024-10-18 00:31:05,873 - Train: 62.59% [783000/1251000] [625.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000943] [CE 3.620 (4.103)] [KD 2.490 (2.756)] 2024-10-18 00:31:18,568 - Train: 62.59% [783050/1251000] [625.9/1000.0] [batch_t 0.276 (0.254)] [data_t 0.009] [optim_t 0.267] [lr 0.000943] [CE 4.142 (4.087)] [KD 2.791 (2.753)] 2024-10-18 00:31:32,181 - Train: 62.60% [783100/1251000] [626.0/1000.0] [batch_t 0.301 (0.272)] [data_t 0.009] [optim_t 0.292] [lr 0.000943] [CE 4.039 (4.051)] [KD 2.764 (2.717)] 2024-10-18 00:31:52,721 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.275)] [top1_cnt 39248] [top5_cnt 47149] [top_all 50000] 2024-10-18 00:31:52,721 - net: 78.496 (94.298) 2024-10-18 00:32:06,423 - Test (net_E): 100.00% [50/50] [batch_t 0.098 (0.267)] [top1_cnt 40554] [top5_cnt 47762] [top_all 50000] 2024-10-18 00:32:06,423 - net_E: 81.108 (95.524) 2024-10-18 00:32:06,560 - Max [top1: 78.618 (epoch: 625)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:32:06,560 - ==> Total time: 2 days, 9:18:47 Eta: 1 day, 10:14:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:32:16,426 - Train: 62.60% [783150/1251000] [626.0/1000.0] [batch_t 0.241 (0.356)] [data_t 0.009] [optim_t 0.232] [lr 0.000942] [CE 4.131 (4.013)] [KD 2.743 (2.663)] 2024-10-18 00:32:28,407 - Train: 62.61% [783200/1251000] [626.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000942] [CE 4.175 (4.070)] [KD 2.691 (2.705)] 2024-10-18 00:32:40,724 - Train: 62.61% [783250/1251000] [626.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000942] [CE 4.523 (4.095)] [KD 2.917 (2.738)] 2024-10-18 00:32:53,603 - Train: 62.61% [783300/1251000] [626.1/1000.0] [batch_t 0.251 (0.257)] [data_t 0.009] [optim_t 0.242] [lr 0.000942] [CE 4.001 (4.113)] [KD 2.817 (2.722)] 2024-10-18 00:33:07,093 - Train: 62.62% [783350/1251000] [626.2/1000.0] [batch_t 0.301 (0.270)] [data_t 0.009] [optim_t 0.292] [lr 0.000942] [CE 4.082 (4.097)] [KD 2.802 (2.722)] 2024-10-18 00:33:20,869 - Train: 62.62% [783400/1251000] [626.2/1000.0] [batch_t 0.565 (0.275)] [data_t 0.009] [optim_t 0.556] [lr 0.000941] [CE 4.058 (4.066)] [KD 2.662 (2.681)] 2024-10-18 00:33:33,203 - Train: 62.63% [783450/1251000] [626.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000941] [CE 4.496 (4.095)] [KD 2.831 (2.732)] 2024-10-18 00:33:45,410 - Train: 62.63% [783500/1251000] [626.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000941] [CE 4.047 (4.115)] [KD 2.722 (2.716)] 2024-10-18 00:33:58,216 - Train: 62.63% [783550/1251000] [626.3/1000.0] [batch_t 0.254 (0.256)] [data_t 0.009] [optim_t 0.245] [lr 0.000941] [CE 4.288 (4.119)] [KD 2.827 (2.779)] 2024-10-18 00:34:12,115 - Train: 62.64% [783600/1251000] [626.4/1000.0] [batch_t 0.594 (0.278)] [data_t 0.009] [optim_t 0.585] [lr 0.000941] [CE 4.274 (4.062)] [KD 2.894 (2.742)] 2024-10-18 00:34:25,590 - Train: 62.64% [783650/1251000] [626.4/1000.0] [batch_t 0.241 (0.269)] [data_t 0.009] [optim_t 0.232] [lr 0.000941] [CE 4.221 (4.106)] [KD 2.872 (2.731)] 2024-10-18 00:34:38,621 - Train: 62.65% [783700/1251000] [626.5/1000.0] [batch_t 0.233 (0.261)] [data_t 0.009] [optim_t 0.224] [lr 0.000940] [CE 4.024 (4.046)] [KD 2.831 (2.723)] 2024-10-18 00:34:51,923 - Train: 62.65% [783750/1251000] [626.5/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.000940] [CE 4.201 (4.063)] [KD 2.822 (2.742)] 2024-10-18 00:35:03,778 - Train: 62.65% [783800/1251000] [626.5/1000.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.000940] [CE 4.129 (4.122)] [KD 2.939 (2.766)] 2024-10-18 00:35:16,922 - Train: 62.66% [783850/1251000] [626.6/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.000940] [CE 4.169 (4.107)] [KD 2.718 (2.716)] 2024-10-18 00:35:30,207 - Train: 62.66% [783900/1251000] [626.6/1000.0] [batch_t 0.286 (0.266)] [data_t 0.009] [optim_t 0.278] [lr 0.000940] [CE 4.175 (4.094)] [KD 2.668 (2.751)] 2024-10-18 00:35:43,656 - Train: 62.67% [783950/1251000] [626.7/1000.0] [batch_t 0.268 (0.269)] [data_t 0.009] [optim_t 0.259] [lr 0.000940] [CE 3.985 (4.066)] [KD 2.764 (2.755)] 2024-10-18 00:35:57,097 - Train: 62.67% [784000/1251000] [626.7/1000.0] [batch_t 0.238 (0.269)] [data_t 0.009] [optim_t 0.229] [lr 0.000939] [CE 3.506 (4.067)] [KD 2.476 (2.746)] 2024-10-18 00:36:10,586 - Train: 62.67% [784050/1251000] [626.7/1000.0] [batch_t 0.271 (0.270)] [data_t 0.009] [optim_t 0.263] [lr 0.000939] [CE 4.234 (4.065)] [KD 2.998 (2.753)] 2024-10-18 00:36:22,744 - Train: 62.68% [784100/1251000] [626.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000939] [CE 4.061 (4.118)] [KD 2.740 (2.762)] 2024-10-18 00:36:35,641 - Train: 62.68% [784150/1251000] [626.8/1000.0] [batch_t 0.259 (0.258)] [data_t 0.034] [optim_t 0.225] [lr 0.000939] [CE 4.078 (4.131)] [KD 2.749 (2.775)] 2024-10-18 00:36:49,121 - Train: 62.69% [784200/1251000] [626.9/1000.0] [batch_t 0.269 (0.269)] [data_t 0.046] [optim_t 0.223] [lr 0.000939] [CE 4.260 (4.099)] [KD 2.835 (2.746)] 2024-10-18 00:37:02,555 - Train: 62.69% [784250/1251000] [626.9/1000.0] [batch_t 0.259 (0.269)] [data_t 0.035] [optim_t 0.224] [lr 0.000939] [CE 4.522 (4.089)] [KD 3.001 (2.741)] 2024-10-18 00:37:15,992 - Train: 62.69% [784300/1251000] [626.9/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.227] [lr 0.000938] [CE 4.409 (4.081)] [KD 2.884 (2.727)] 2024-10-18 00:37:29,548 - Train: 62.70% [784350/1251000] [627.0/1000.0] [batch_t 0.263 (0.271)] [data_t 0.035] [optim_t 0.228] [lr 0.000938] [CE 4.553 (4.040)] [KD 2.896 (2.724)] 2024-10-18 00:37:49,206 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.256)] [top1_cnt 39273] [top5_cnt 47206] [top_all 50000] 2024-10-18 00:37:49,206 - net: 78.546 (94.412) 2024-10-18 00:38:02,752 - Test (net_E): 100.00% [50/50] [batch_t 0.118 (0.264)] [top1_cnt 40571] [top5_cnt 47774] [top_all 50000] 2024-10-18 00:38:02,752 - net_E: 81.142 (95.548) 2024-10-18 00:38:02,894 - Max [top1: 78.618 (epoch: 625)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:38:02,895 - ==> Total time: 2 days, 9:24:43 Eta: 1 day, 10:09:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:38:14,574 - Train: 62.70% [784400/1251000] [627.0/1000.0] [batch_t 0.238 (0.298)] [data_t 0.009] [optim_t 0.229] [lr 0.000938] [CE 3.686 (3.968)] [KD 2.406 (2.679)] 2024-10-18 00:38:26,906 - Train: 62.71% [784450/1251000] [627.1/1000.0] [batch_t 0.294 (0.246)] [data_t 0.069] [optim_t 0.225] [lr 0.000938] [CE 3.683 (4.039)] [KD 2.346 (2.714)] 2024-10-18 00:38:40,166 - Train: 62.71% [784500/1251000] [627.1/1000.0] [batch_t 0.300 (0.265)] [data_t 0.009] [optim_t 0.291] [lr 0.000938] [CE 3.700 (4.014)] [KD 2.390 (2.681)] 2024-10-18 00:38:53,408 - Train: 62.71% [784550/1251000] [627.1/1000.0] [batch_t 0.260 (0.265)] [data_t 0.009] [optim_t 0.251] [lr 0.000938] [CE 4.517 (4.071)] [KD 2.806 (2.756)] 2024-10-18 00:39:05,821 - Train: 62.72% [784600/1251000] [627.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000937] [CE 3.862 (4.072)] [KD 2.812 (2.724)] 2024-10-18 00:39:17,709 - Train: 62.72% [784650/1251000] [627.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000937] [CE 4.326 (4.117)] [KD 2.717 (2.741)] 2024-10-18 00:39:31,366 - Train: 62.73% [784700/1251000] [627.3/1000.0] [batch_t 0.259 (0.273)] [data_t 0.029] [optim_t 0.230] [lr 0.000937] [CE 3.979 (4.073)] [KD 2.678 (2.687)] 2024-10-18 00:39:45,206 - Train: 62.73% [784750/1251000] [627.3/1000.0] [batch_t 0.239 (0.277)] [data_t 0.009] [optim_t 0.230] [lr 0.000937] [CE 4.109 (4.102)] [KD 2.656 (2.738)] 2024-10-18 00:39:58,932 - Train: 62.73% [784800/1251000] [627.3/1000.0] [batch_t 0.259 (0.274)] [data_t 0.009] [optim_t 0.250] [lr 0.000937] [CE 3.634 (4.065)] [KD 2.406 (2.717)] 2024-10-18 00:40:12,741 - Train: 62.74% [784850/1251000] [627.4/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.230] [lr 0.000936] [CE 4.428 (4.104)] [KD 2.795 (2.734)] 2024-10-18 00:40:25,666 - Train: 62.74% [784900/1251000] [627.4/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.000936] [CE 4.400 (4.068)] [KD 3.022 (2.715)] 2024-10-18 00:40:37,720 - Train: 62.75% [784950/1251000] [627.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000936] [CE 3.820 (4.086)] [KD 2.768 (2.736)] 2024-10-18 00:40:51,278 - Train: 62.75% [785000/1251000] [627.5/1000.0] [batch_t 0.281 (0.271)] [data_t 0.052] [optim_t 0.229] [lr 0.000936] [CE 4.542 (4.115)] [KD 3.181 (2.762)] 2024-10-18 00:41:05,445 - Train: 62.75% [785050/1251000] [627.5/1000.0] [batch_t 0.277 (0.283)] [data_t 0.055] [optim_t 0.222] [lr 0.000936] [CE 4.211 (4.093)] [KD 2.671 (2.770)] 2024-10-18 00:41:19,096 - Train: 62.76% [785100/1251000] [627.6/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000936] [CE 3.715 (4.080)] [KD 2.526 (2.743)] 2024-10-18 00:41:32,785 - Train: 62.76% [785150/1251000] [627.6/1000.0] [batch_t 0.280 (0.274)] [data_t 0.056] [optim_t 0.224] [lr 0.000935] [CE 3.607 (4.108)] [KD 2.483 (2.735)] 2024-10-18 00:41:45,327 - Train: 62.77% [785200/1251000] [627.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000935] [CE 4.116 (4.046)] [KD 2.764 (2.717)] 2024-10-18 00:41:57,736 - Train: 62.77% [785250/1251000] [627.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000935] [CE 4.173 (4.015)] [KD 2.696 (2.722)] 2024-10-18 00:42:11,668 - Train: 62.77% [785300/1251000] [627.7/1000.0] [batch_t 0.271 (0.279)] [data_t 0.045] [optim_t 0.226] [lr 0.000935] [CE 4.116 (4.050)] [KD 2.637 (2.696)] 2024-10-18 00:42:25,472 - Train: 62.78% [785350/1251000] [627.8/1000.0] [batch_t 0.288 (0.276)] [data_t 0.062] [optim_t 0.226] [lr 0.000935] [CE 4.217 (4.055)] [KD 2.782 (2.715)] 2024-10-18 00:42:38,736 - Train: 62.78% [785400/1251000] [627.8/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.000935] [CE 3.670 (4.100)] [KD 2.600 (2.722)] 2024-10-18 00:42:52,445 - Train: 62.79% [785450/1251000] [627.9/1000.0] [batch_t 0.254 (0.274)] [data_t 0.025] [optim_t 0.229] [lr 0.000934] [CE 3.884 (4.086)] [KD 2.846 (2.752)] 2024-10-18 00:43:05,353 - Train: 62.79% [785500/1251000] [627.9/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.000934] [CE 3.879 (4.110)] [KD 2.593 (2.769)] 2024-10-18 00:43:17,552 - Train: 62.79% [785550/1251000] [627.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000934] [CE 4.415 (4.027)] [KD 2.791 (2.710)] 2024-10-18 00:43:30,476 - Train: 62.80% [785600/1251000] [628.0/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.000934] [CE 4.161 (4.048)] [KD 2.838 (2.732)] 2024-10-18 00:43:51,062 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 39291] [top5_cnt 47182] [top_all 50000] 2024-10-18 00:43:51,063 - net: 78.582 (94.364) 2024-10-18 00:44:05,579 - Test (net_E): 100.00% [50/50] [batch_t 0.107 (0.284)] [top1_cnt 40573] [top5_cnt 47748] [top_all 50000] 2024-10-18 00:44:05,580 - net_E: 81.146 (95.496) 2024-10-18 00:44:05,734 - Max [top1: 78.618 (epoch: 625)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:44:05,735 - ==> Total time: 2 days, 9:30:46 Eta: 1 day, 10:04:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:44:15,469 - Train: 62.80% [785650/1251000] [628.0/1000.0] [batch_t 0.238 (0.365)] [data_t 0.009] [optim_t 0.229] [lr 0.000934] [CE 4.354 (3.991)] [KD 2.902 (2.685)] 2024-10-18 00:44:28,022 - Train: 62.81% [785700/1251000] [628.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000934] [CE 4.237 (4.137)] [KD 2.703 (2.723)] 2024-10-18 00:44:40,205 - Train: 62.81% [785750/1251000] [628.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000933] [CE 4.050 (4.025)] [KD 2.661 (2.677)] 2024-10-18 00:44:52,916 - Train: 62.81% [785800/1251000] [628.1/1000.0] [batch_t 0.297 (0.254)] [data_t 0.009] [optim_t 0.289] [lr 0.000933] [CE 4.139 (4.049)] [KD 2.713 (2.707)] 2024-10-18 00:45:06,602 - Train: 62.82% [785850/1251000] [628.2/1000.0] [batch_t 0.267 (0.274)] [data_t 0.009] [optim_t 0.258] [lr 0.000933] [CE 3.908 (4.090)] [KD 2.879 (2.739)] 2024-10-18 00:45:20,232 - Train: 62.82% [785900/1251000] [628.2/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.231] [lr 0.000933] [CE 4.520 (4.059)] [KD 3.062 (2.749)] 2024-10-18 00:45:33,756 - Train: 62.83% [785950/1251000] [628.3/1000.0] [batch_t 0.287 (0.270)] [data_t 0.009] [optim_t 0.278] [lr 0.000933] [CE 3.638 (4.055)] [KD 2.350 (2.731)] 2024-10-18 00:45:46,501 - Train: 62.83% [786000/1251000] [628.3/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000933] [CE 3.612 (4.013)] [KD 2.523 (2.723)] 2024-10-18 00:45:58,983 - Train: 62.83% [786050/1251000] [628.3/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000932] [CE 3.965 (4.124)] [KD 2.738 (2.742)] 2024-10-18 00:46:12,610 - Train: 62.84% [786100/1251000] [628.4/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.000932] [CE 3.928 (4.072)] [KD 2.562 (2.719)] 2024-10-18 00:46:26,246 - Train: 62.84% [786150/1251000] [628.4/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.000932] [CE 3.974 (4.063)] [KD 2.600 (2.699)] 2024-10-18 00:46:39,626 - Train: 62.85% [786200/1251000] [628.5/1000.0] [batch_t 0.304 (0.268)] [data_t 0.009] [optim_t 0.295] [lr 0.000932] [CE 4.055 (4.075)] [KD 2.806 (2.733)] 2024-10-18 00:46:53,328 - Train: 62.85% [786250/1251000] [628.5/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000932] [CE 3.775 (4.026)] [KD 2.703 (2.687)] 2024-10-18 00:47:06,351 - Train: 62.85% [786300/1251000] [628.5/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000932] [CE 4.156 (4.149)] [KD 2.698 (2.737)] 2024-10-18 00:47:18,450 - Train: 62.86% [786350/1251000] [628.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000931] [CE 4.316 (4.062)] [KD 2.791 (2.747)] 2024-10-18 00:47:31,622 - Train: 62.86% [786400/1251000] [628.6/1000.0] [batch_t 0.270 (0.263)] [data_t 0.009] [optim_t 0.262] [lr 0.000931] [CE 3.836 (4.136)] [KD 2.627 (2.765)] 2024-10-18 00:47:45,468 - Train: 62.87% [786450/1251000] [628.7/1000.0] [batch_t 0.251 (0.277)] [data_t 0.009] [optim_t 0.242] [lr 0.000931] [CE 3.644 (4.066)] [KD 2.540 (2.698)] 2024-10-18 00:47:59,055 - Train: 62.87% [786500/1251000] [628.7/1000.0] [batch_t 0.387 (0.272)] [data_t 0.009] [optim_t 0.378] [lr 0.000931] [CE 4.324 (4.022)] [KD 2.664 (2.676)] 2024-10-18 00:48:12,117 - Train: 62.87% [786550/1251000] [628.7/1000.0] [batch_t 0.266 (0.261)] [data_t 0.009] [optim_t 0.257] [lr 0.000931] [CE 3.609 (4.022)] [KD 2.413 (2.702)] 2024-10-18 00:48:25,416 - Train: 62.88% [786600/1251000] [628.8/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.000930] [CE 3.948 (4.101)] [KD 2.907 (2.723)] 2024-10-18 00:48:37,632 - Train: 62.88% [786650/1251000] [628.8/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000930] [CE 3.402 (4.031)] [KD 2.437 (2.736)] 2024-10-18 00:48:50,748 - Train: 62.89% [786700/1251000] [628.9/1000.0] [batch_t 0.248 (0.262)] [data_t 0.009] [optim_t 0.239] [lr 0.000930] [CE 4.212 (4.066)] [KD 2.740 (2.712)] 2024-10-18 00:49:04,515 - Train: 62.89% [786750/1251000] [628.9/1000.0] [batch_t 0.286 (0.275)] [data_t 0.009] [optim_t 0.277] [lr 0.000930] [CE 4.243 (4.061)] [KD 2.772 (2.728)] 2024-10-18 00:49:18,345 - Train: 62.89% [786800/1251000] [628.9/1000.0] [batch_t 0.238 (0.277)] [data_t 0.009] [optim_t 0.229] [lr 0.000930] [CE 3.823 (4.132)] [KD 2.636 (2.759)] 2024-10-18 00:49:31,685 - Train: 62.90% [786850/1251000] [629.0/1000.0] [batch_t 0.258 (0.267)] [data_t 0.009] [optim_t 0.249] [lr 0.000930] [CE 3.689 (4.031)] [KD 2.445 (2.683)] 2024-10-18 00:49:51,512 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39415] [top5_cnt 47210] [top_all 50000] 2024-10-18 00:49:51,513 - net: 78.830 (94.420) 2024-10-18 00:50:04,233 - Test (net_E): 100.00% [50/50] [batch_t 0.099 (0.248)] [top1_cnt 40563] [top5_cnt 47772] [top_all 50000] 2024-10-18 00:50:04,233 - net_E: 81.126 (95.544) 2024-10-18 00:50:04,376 - Max [top1: 78.830 (epoch: 629)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:50:04,376 - ==> Total time: 2 days, 9:36:45 Eta: 1 day, 9:58:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:50:16,864 - Train: 62.90% [786900/1251000] [629.0/1000.0] [batch_t 0.234 (0.302)] [data_t 0.009] [optim_t 0.225] [lr 0.000929] [CE 3.864 (4.060)] [KD 2.232 (2.678)] 2024-10-18 00:50:29,126 - Train: 62.91% [786950/1251000] [629.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000929] [CE 4.227 (4.046)] [KD 2.939 (2.694)] 2024-10-18 00:50:41,631 - Train: 62.91% [787000/1251000] [629.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000929] [CE 3.924 (4.097)] [KD 2.682 (2.711)] 2024-10-18 00:50:54,283 - Train: 62.91% [787050/1251000] [629.1/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.000929] [CE 3.861 (4.133)] [KD 2.470 (2.726)] 2024-10-18 00:51:07,211 - Train: 62.92% [787100/1251000] [629.2/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.233] [lr 0.000929] [CE 4.061 (4.110)] [KD 2.829 (2.707)] 2024-10-18 00:51:19,264 - Train: 62.92% [787150/1251000] [629.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000929] [CE 4.170 (4.051)] [KD 2.951 (2.724)] 2024-10-18 00:51:31,488 - Train: 62.93% [787200/1251000] [629.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000928] [CE 4.388 (4.151)] [KD 2.923 (2.742)] 2024-10-18 00:51:44,206 - Train: 62.93% [787250/1251000] [629.3/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000928] [CE 4.181 (4.069)] [KD 2.723 (2.680)] 2024-10-18 00:51:57,071 - Train: 62.93% [787300/1251000] [629.3/1000.0] [batch_t 0.251 (0.257)] [data_t 0.009] [optim_t 0.242] [lr 0.000928] [CE 4.201 (4.108)] [KD 2.863 (2.743)] 2024-10-18 00:52:10,596 - Train: 62.94% [787350/1251000] [629.4/1000.0] [batch_t 0.276 (0.270)] [data_t 0.009] [optim_t 0.267] [lr 0.000928] [CE 4.330 (4.039)] [KD 2.691 (2.680)] 2024-10-18 00:52:23,657 - Train: 62.94% [787400/1251000] [629.4/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000928] [CE 3.761 (4.049)] [KD 2.535 (2.670)] 2024-10-18 00:52:35,651 - Train: 62.95% [787450/1251000] [629.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000928] [CE 4.363 (4.142)] [KD 2.760 (2.760)] 2024-10-18 00:52:47,742 - Train: 62.95% [787500/1251000] [629.5/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.000927] [CE 4.109 (4.042)] [KD 2.725 (2.728)] 2024-10-18 00:53:00,829 - Train: 62.95% [787550/1251000] [629.5/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.000927] [CE 4.282 (4.107)] [KD 2.705 (2.745)] 2024-10-18 00:53:14,075 - Train: 62.96% [787600/1251000] [629.6/1000.0] [batch_t 0.275 (0.265)] [data_t 0.009] [optim_t 0.267] [lr 0.000927] [CE 3.901 (4.037)] [KD 2.656 (2.714)] 2024-10-18 00:53:27,055 - Train: 62.96% [787650/1251000] [629.6/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.000927] [CE 4.507 (4.122)] [KD 2.809 (2.741)] 2024-10-18 00:53:40,074 - Train: 62.97% [787700/1251000] [629.7/1000.0] [batch_t 0.249 (0.260)] [data_t 0.009] [optim_t 0.240] [lr 0.000927] [CE 3.713 (4.114)] [KD 2.723 (2.783)] 2024-10-18 00:53:52,654 - Train: 62.97% [787750/1251000] [629.7/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000927] [CE 4.131 (4.133)] [KD 2.913 (2.752)] 2024-10-18 00:54:04,766 - Train: 62.97% [787800/1251000] [629.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000926] [CE 3.560 (4.074)] [KD 2.395 (2.743)] 2024-10-18 00:54:18,066 - Train: 62.98% [787850/1251000] [629.8/1000.0] [batch_t 0.258 (0.266)] [data_t 0.009] [optim_t 0.249] [lr 0.000926] [CE 4.017 (4.009)] [KD 2.443 (2.689)] 2024-10-18 00:54:31,066 - Train: 62.98% [787900/1251000] [629.8/1000.0] [batch_t 0.265 (0.260)] [data_t 0.009] [optim_t 0.256] [lr 0.000926] [CE 3.774 (4.055)] [KD 2.603 (2.711)] 2024-10-18 00:54:44,281 - Train: 62.99% [787950/1251000] [629.9/1000.0] [batch_t 0.271 (0.264)] [data_t 0.009] [optim_t 0.262] [lr 0.000926] [CE 3.949 (4.105)] [KD 2.506 (2.773)] 2024-10-18 00:54:58,009 - Train: 62.99% [788000/1251000] [629.9/1000.0] [batch_t 0.328 (0.274)] [data_t 0.009] [optim_t 0.319] [lr 0.000926] [CE 3.772 (4.065)] [KD 2.581 (2.704)] 2024-10-18 00:55:10,734 - Train: 62.99% [788050/1251000] [629.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000926] [CE 4.192 (4.067)] [KD 2.704 (2.753)] 2024-10-18 00:55:22,670 - Train: 63.00% [788100/1251000] [630.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000925] [CE 4.098 (4.030)] [KD 2.612 (2.696)] 2024-10-18 00:55:44,365 - Test (net): 100.00% [50/50] [batch_t 0.097 (0.285)] [top1_cnt 39318] [top5_cnt 47204] [top_all 50000] 2024-10-18 00:55:44,365 - net: 78.636 (94.408) 2024-10-18 00:55:58,276 - Test (net_E): 100.00% [50/50] [batch_t 0.108 (0.269)] [top1_cnt 40596] [top5_cnt 47763] [top_all 50000] 2024-10-18 00:55:58,276 - net_E: 81.192 (95.526) 2024-10-18 00:55:58,449 - Max [top1: 78.830 (epoch: 629)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 00:55:58,449 - ==> Total time: 2 days, 9:42:39 Eta: 1 day, 9:53:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 00:56:09,292 - Train: 63.00% [788150/1251000] [630.0/1000.0] [batch_t 0.238 (0.329)] [data_t 0.009] [optim_t 0.229] [lr 0.000925] [CE 4.873 (4.153)] [KD 2.990 (2.732)] 2024-10-18 00:56:22,587 - Train: 63.01% [788200/1251000] [630.1/1000.0] [batch_t 0.405 (0.266)] [data_t 0.009] [optim_t 0.396] [lr 0.000925] [CE 4.136 (4.140)] [KD 2.860 (2.729)] 2024-10-18 00:56:35,618 - Train: 63.01% [788250/1251000] [630.1/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000925] [CE 4.071 (4.105)] [KD 2.724 (2.724)] 2024-10-18 00:56:48,440 - Train: 63.01% [788300/1251000] [630.1/1000.0] [batch_t 0.298 (0.256)] [data_t 0.009] [optim_t 0.289] [lr 0.000925] [CE 3.919 (4.082)] [KD 2.655 (2.727)] 2024-10-18 00:57:02,471 - Train: 63.02% [788350/1251000] [630.2/1000.0] [batch_t 0.236 (0.280)] [data_t 0.009] [optim_t 0.227] [lr 0.000924] [CE 3.953 (4.109)] [KD 2.812 (2.736)] 2024-10-18 00:57:16,626 - Train: 63.02% [788400/1251000] [630.2/1000.0] [batch_t 0.299 (0.283)] [data_t 0.009] [optim_t 0.290] [lr 0.000924] [CE 4.068 (4.033)] [KD 2.708 (2.641)] 2024-10-18 00:57:30,773 - Train: 63.03% [788450/1251000] [630.3/1000.0] [batch_t 0.390 (0.283)] [data_t 0.009] [optim_t 0.381] [lr 0.000924] [CE 3.646 (4.091)] [KD 2.413 (2.702)] 2024-10-18 00:57:44,922 - Train: 63.03% [788500/1251000] [630.3/1000.0] [batch_t 0.384 (0.283)] [data_t 0.009] [optim_t 0.375] [lr 0.000924] [CE 4.086 (4.096)] [KD 2.840 (2.726)] 2024-10-18 00:57:57,468 - Train: 63.03% [788550/1251000] [630.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000924] [CE 3.974 (4.104)] [KD 2.727 (2.722)] 2024-10-18 00:58:10,225 - Train: 63.04% [788600/1251000] [630.4/1000.0] [batch_t 0.281 (0.255)] [data_t 0.009] [optim_t 0.272] [lr 0.000924] [CE 3.978 (4.090)] [KD 2.575 (2.743)] 2024-10-18 00:58:24,088 - Train: 63.04% [788650/1251000] [630.4/1000.0] [batch_t 0.280 (0.277)] [data_t 0.009] [optim_t 0.271] [lr 0.000923] [CE 4.360 (4.139)] [KD 2.847 (2.770)] 2024-10-18 00:58:38,132 - Train: 63.05% [788700/1251000] [630.5/1000.0] [batch_t 0.294 (0.281)] [data_t 0.009] [optim_t 0.285] [lr 0.000923] [CE 3.794 (4.094)] [KD 2.550 (2.749)] 2024-10-18 00:58:51,571 - Train: 63.05% [788750/1251000] [630.5/1000.0] [batch_t 0.243 (0.269)] [data_t 0.009] [optim_t 0.234] [lr 0.000923] [CE 4.241 (4.138)] [KD 2.955 (2.749)] 2024-10-18 00:59:05,477 - Train: 63.05% [788800/1251000] [630.5/1000.0] [batch_t 0.300 (0.278)] [data_t 0.009] [optim_t 0.291] [lr 0.000923] [CE 4.023 (4.091)] [KD 2.755 (2.729)] 2024-10-18 00:59:18,617 - Train: 63.06% [788850/1251000] [630.6/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.000923] [CE 4.008 (4.071)] [KD 2.654 (2.681)] 2024-10-18 00:59:31,087 - Train: 63.06% [788900/1251000] [630.6/1000.0] [batch_t 0.286 (0.249)] [data_t 0.009] [optim_t 0.277] [lr 0.000923] [CE 4.230 (4.026)] [KD 2.701 (2.686)] 2024-10-18 00:59:44,582 - Train: 63.07% [788950/1251000] [630.7/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000922] [CE 4.235 (4.056)] [KD 2.826 (2.683)] 2024-10-18 00:59:58,447 - Train: 63.07% [789000/1251000] [630.7/1000.0] [batch_t 0.292 (0.277)] [data_t 0.009] [optim_t 0.283] [lr 0.000922] [CE 4.236 (4.041)] [KD 2.795 (2.693)] 2024-10-18 01:00:12,270 - Train: 63.07% [789050/1251000] [630.7/1000.0] [batch_t 0.257 (0.276)] [data_t 0.009] [optim_t 0.247] [lr 0.000922] [CE 4.075 (4.090)] [KD 2.816 (2.737)] 2024-10-18 01:00:26,183 - Train: 63.08% [789100/1251000] [630.8/1000.0] [batch_t 0.306 (0.278)] [data_t 0.009] [optim_t 0.297] [lr 0.000922] [CE 3.678 (4.018)] [KD 2.606 (2.682)] 2024-10-18 01:00:39,015 - Train: 63.08% [789150/1251000] [630.8/1000.0] [batch_t 0.239 (0.256)] [data_t 0.009] [optim_t 0.230] [lr 0.000922] [CE 4.347 (4.071)] [KD 2.717 (2.717)] 2024-10-18 01:00:51,548 - Train: 63.09% [789200/1251000] [630.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000922] [CE 4.635 (4.139)] [KD 2.897 (2.779)] 2024-10-18 01:01:04,772 - Train: 63.09% [789250/1251000] [630.9/1000.0] [batch_t 0.241 (0.264)] [data_t 0.009] [optim_t 0.231] [lr 0.000921] [CE 3.980 (4.076)] [KD 2.683 (2.717)] 2024-10-18 01:01:18,396 - Train: 63.09% [789300/1251000] [630.9/1000.0] [batch_t 0.290 (0.272)] [data_t 0.009] [optim_t 0.281] [lr 0.000921] [CE 4.290 (4.049)] [KD 2.871 (2.731)] 2024-10-18 01:01:31,822 - Train: 63.10% [789350/1251000] [631.0/1000.0] [batch_t 0.240 (0.268)] [data_t 0.009] [optim_t 0.231] [lr 0.000921] [CE 3.557 (4.082)] [KD 2.362 (2.705)] 2024-10-18 01:01:53,679 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.267)] [top1_cnt 39435] [top5_cnt 47264] [top_all 50000] 2024-10-18 01:01:53,680 - net: 78.870 (94.528) 2024-10-18 01:02:06,380 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40619] [top5_cnt 47769] [top_all 50000] 2024-10-18 01:02:06,381 - net_E: 81.238 (95.538) 2024-10-18 01:02:06,549 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.242 (epoch: 619)] 2024-10-18 01:02:06,550 - ==> Total time: 2 days, 9:48:47 Eta: 1 day, 9:48:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:02:17,220 - Train: 63.10% [789400/1251000] [631.0/1000.0] [batch_t 0.236 (0.323)] [data_t 0.009] [optim_t 0.227] [lr 0.000921] [CE 3.792 (3.974)] [KD 2.558 (2.638)] 2024-10-18 01:02:29,492 - Train: 63.11% [789450/1251000] [631.1/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000921] [CE 3.685 (4.046)] [KD 2.432 (2.666)] 2024-10-18 01:02:43,171 - Train: 63.11% [789500/1251000] [631.1/1000.0] [batch_t 0.268 (0.273)] [data_t 0.009] [optim_t 0.259] [lr 0.000921] [CE 4.281 (4.098)] [KD 2.649 (2.671)] 2024-10-18 01:02:57,309 - Train: 63.11% [789550/1251000] [631.1/1000.0] [batch_t 0.268 (0.283)] [data_t 0.009] [optim_t 0.259] [lr 0.000920] [CE 4.100 (4.057)] [KD 2.838 (2.658)] 2024-10-18 01:03:10,871 - Train: 63.12% [789600/1251000] [631.2/1000.0] [batch_t 0.276 (0.271)] [data_t 0.009] [optim_t 0.267] [lr 0.000920] [CE 4.150 (4.057)] [KD 2.884 (2.699)] 2024-10-18 01:03:23,446 - Train: 63.12% [789650/1251000] [631.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000920] [CE 3.729 (4.059)] [KD 2.501 (2.688)] 2024-10-18 01:03:35,850 - Train: 63.13% [789700/1251000] [631.3/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.253] [lr 0.000920] [CE 4.291 (4.077)] [KD 2.867 (2.722)] 2024-10-18 01:03:49,282 - Train: 63.13% [789750/1251000] [631.3/1000.0] [batch_t 0.259 (0.269)] [data_t 0.009] [optim_t 0.250] [lr 0.000920] [CE 4.262 (4.062)] [KD 2.778 (2.707)] 2024-10-18 01:04:02,627 - Train: 63.13% [789800/1251000] [631.3/1000.0] [batch_t 0.285 (0.267)] [data_t 0.009] [optim_t 0.276] [lr 0.000920] [CE 4.428 (4.001)] [KD 2.963 (2.685)] 2024-10-18 01:04:16,342 - Train: 63.14% [789850/1251000] [631.4/1000.0] [batch_t 0.279 (0.274)] [data_t 0.009] [optim_t 0.271] [lr 0.000919] [CE 4.165 (4.038)] [KD 2.824 (2.691)] 2024-10-18 01:04:29,940 - Train: 63.14% [789900/1251000] [631.4/1000.0] [batch_t 0.262 (0.272)] [data_t 0.009] [optim_t 0.253] [lr 0.000919] [CE 4.050 (4.046)] [KD 2.665 (2.758)] 2024-10-18 01:04:42,926 - Train: 63.15% [789950/1251000] [631.5/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.000919] [CE 4.272 (4.126)] [KD 2.905 (2.762)] 2024-10-18 01:04:55,377 - Train: 63.15% [790000/1251000] [631.5/1000.0] [batch_t 0.312 (0.249)] [data_t 0.009] [optim_t 0.303] [lr 0.000919] [CE 4.400 (4.134)] [KD 2.834 (2.745)] 2024-10-18 01:05:08,987 - Train: 63.15% [790050/1251000] [631.5/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.000919] [CE 4.044 (4.063)] [KD 2.922 (2.707)] 2024-10-18 01:05:22,676 - Train: 63.16% [790100/1251000] [631.6/1000.0] [batch_t 0.263 (0.274)] [data_t 0.009] [optim_t 0.254] [lr 0.000919] [CE 4.082 (4.019)] [KD 2.824 (2.681)] 2024-10-18 01:05:36,360 - Train: 63.16% [790150/1251000] [631.6/1000.0] [batch_t 0.295 (0.274)] [data_t 0.009] [optim_t 0.286] [lr 0.000918] [CE 4.570 (4.084)] [KD 3.058 (2.705)] 2024-10-18 01:05:50,401 - Train: 63.17% [790200/1251000] [631.7/1000.0] [batch_t 0.283 (0.281)] [data_t 0.009] [optim_t 0.274] [lr 0.000918] [CE 4.102 (4.061)] [KD 2.656 (2.705)] 2024-10-18 01:06:03,274 - Train: 63.17% [790250/1251000] [631.7/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000918] [CE 3.907 (4.013)] [KD 2.595 (2.693)] 2024-10-18 01:06:15,508 - Train: 63.17% [790300/1251000] [631.7/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000918] [CE 4.357 (4.113)] [KD 2.918 (2.752)] 2024-10-18 01:06:29,132 - Train: 63.18% [790350/1251000] [631.8/1000.0] [batch_t 0.277 (0.272)] [data_t 0.009] [optim_t 0.268] [lr 0.000918] [CE 4.467 (4.105)] [KD 2.809 (2.711)] 2024-10-18 01:06:42,910 - Train: 63.18% [790400/1251000] [631.8/1000.0] [batch_t 0.239 (0.275)] [data_t 0.009] [optim_t 0.230] [lr 0.000917] [CE 4.656 (4.103)] [KD 2.783 (2.733)] 2024-10-18 01:06:57,010 - Train: 63.19% [790450/1251000] [631.9/1000.0] [batch_t 0.235 (0.282)] [data_t 0.009] [optim_t 0.226] [lr 0.000917] [CE 3.918 (4.040)] [KD 2.570 (2.734)] 2024-10-18 01:07:10,532 - Train: 63.19% [790500/1251000] [631.9/1000.0] [batch_t 0.258 (0.270)] [data_t 0.009] [optim_t 0.249] [lr 0.000917] [CE 4.104 (4.027)] [KD 2.710 (2.716)] 2024-10-18 01:07:23,669 - Train: 63.19% [790550/1251000] [631.9/1000.0] [batch_t 0.239 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.000917] [CE 3.743 (4.058)] [KD 2.609 (2.703)] 2024-10-18 01:07:36,496 - Train: 63.20% [790600/1251000] [632.0/1000.0] [batch_t 0.254 (0.256)] [data_t 0.009] [optim_t 0.245] [lr 0.000917] [CE 3.792 (4.057)] [KD 2.658 (2.718)] 2024-10-18 01:07:58,390 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.271)] [top1_cnt 39273] [top5_cnt 47229] [top_all 50000] 2024-10-18 01:07:58,391 - net: 78.546 (94.458) 2024-10-18 01:08:12,073 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.265)] [top1_cnt 40624] [top5_cnt 47771] [top_all 50000] 2024-10-18 01:08:12,074 - net_E: 81.248 (95.542) 2024-10-18 01:08:12,226 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.248 (epoch: 632)] 2024-10-18 01:08:12,226 - ==> Total time: 2 days, 9:54:52 Eta: 1 day, 9:43:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:08:22,763 - Train: 63.20% [790650/1251000] [632.0/1000.0] [batch_t 0.235 (0.320)] [data_t 0.009] [optim_t 0.227] [lr 0.000917] [CE 4.311 (4.026)] [KD 2.867 (2.681)] 2024-10-18 01:08:35,448 - Train: 63.21% [790700/1251000] [632.1/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.000916] [CE 4.060 (4.095)] [KD 2.792 (2.708)] 2024-10-18 01:08:48,099 - Train: 63.21% [790750/1251000] [632.1/1000.0] [batch_t 0.266 (0.253)] [data_t 0.009] [optim_t 0.257] [lr 0.000916] [CE 4.379 (4.102)] [KD 2.711 (2.708)] 2024-10-18 01:09:00,816 - Train: 63.21% [790800/1251000] [632.1/1000.0] [batch_t 0.246 (0.254)] [data_t 0.009] [optim_t 0.237] [lr 0.000916] [CE 4.369 (4.060)] [KD 2.832 (2.689)] 2024-10-18 01:09:14,341 - Train: 63.22% [790850/1251000] [632.2/1000.0] [batch_t 0.291 (0.270)] [data_t 0.009] [optim_t 0.281] [lr 0.000916] [CE 3.894 (4.082)] [KD 2.756 (2.744)] 2024-10-18 01:09:28,311 - Train: 63.22% [790900/1251000] [632.2/1000.0] [batch_t 0.290 (0.279)] [data_t 0.009] [optim_t 0.282] [lr 0.000916] [CE 3.568 (4.075)] [KD 2.671 (2.736)] 2024-10-18 01:09:41,969 - Train: 63.23% [790950/1251000] [632.3/1000.0] [batch_t 0.305 (0.273)] [data_t 0.009] [optim_t 0.296] [lr 0.000916] [CE 4.362 (4.007)] [KD 2.899 (2.683)] 2024-10-18 01:09:55,451 - Train: 63.23% [791000/1251000] [632.3/1000.0] [batch_t 0.265 (0.270)] [data_t 0.009] [optim_t 0.256] [lr 0.000915] [CE 4.106 (4.021)] [KD 2.674 (2.676)] 2024-10-18 01:10:07,825 - Train: 63.23% [791050/1251000] [632.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000915] [CE 4.488 (4.054)] [KD 2.767 (2.650)] 2024-10-18 01:10:20,132 - Train: 63.24% [791100/1251000] [632.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000915] [CE 4.393 (4.094)] [KD 2.976 (2.735)] 2024-10-18 01:10:32,829 - Train: 63.24% [791150/1251000] [632.4/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000915] [CE 4.417 (4.095)] [KD 2.907 (2.685)] 2024-10-18 01:10:45,683 - Train: 63.25% [791200/1251000] [632.5/1000.0] [batch_t 0.262 (0.257)] [data_t 0.009] [optim_t 0.253] [lr 0.000915] [CE 4.035 (4.099)] [KD 2.764 (2.700)] 2024-10-18 01:10:58,860 - Train: 63.25% [791250/1251000] [632.5/1000.0] [batch_t 0.284 (0.263)] [data_t 0.009] [optim_t 0.275] [lr 0.000915] [CE 3.666 (4.040)] [KD 2.614 (2.710)] 2024-10-18 01:11:11,785 - Train: 63.25% [791300/1251000] [632.5/1000.0] [batch_t 0.278 (0.258)] [data_t 0.009] [optim_t 0.269] [lr 0.000914] [CE 4.141 (4.004)] [KD 2.597 (2.695)] 2024-10-18 01:11:24,603 - Train: 63.26% [791350/1251000] [632.6/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000914] [CE 4.373 (4.123)] [KD 2.974 (2.733)] 2024-10-18 01:11:36,775 - Train: 63.26% [791400/1251000] [632.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000914] [CE 4.077 (4.063)] [KD 2.585 (2.703)] 2024-10-18 01:11:49,640 - Train: 63.27% [791450/1251000] [632.7/1000.0] [batch_t 0.298 (0.257)] [data_t 0.009] [optim_t 0.289] [lr 0.000914] [CE 4.276 (4.085)] [KD 2.788 (2.728)] 2024-10-18 01:12:02,746 - Train: 63.27% [791500/1251000] [632.7/1000.0] [batch_t 0.247 (0.262)] [data_t 0.009] [optim_t 0.238] [lr 0.000914] [CE 4.722 (4.002)] [KD 2.941 (2.671)] 2024-10-18 01:12:15,711 - Train: 63.27% [791550/1251000] [632.7/1000.0] [batch_t 0.307 (0.259)] [data_t 0.009] [optim_t 0.298] [lr 0.000914] [CE 4.345 (4.045)] [KD 2.776 (2.714)] 2024-10-18 01:12:28,922 - Train: 63.28% [791600/1251000] [632.8/1000.0] [batch_t 0.251 (0.264)] [data_t 0.009] [optim_t 0.243] [lr 0.000913] [CE 4.181 (4.100)] [KD 2.925 (2.724)] 2024-10-18 01:12:42,080 - Train: 63.28% [791650/1251000] [632.8/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000913] [CE 4.448 (4.105)] [KD 2.705 (2.737)] 2024-10-18 01:12:54,591 - Train: 63.29% [791700/1251000] [632.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000913] [CE 3.997 (4.103)] [KD 2.863 (2.735)] 2024-10-18 01:13:06,592 - Train: 63.29% [791750/1251000] [632.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000913] [CE 4.225 (4.064)] [KD 2.880 (2.723)] 2024-10-18 01:13:19,465 - Train: 63.29% [791800/1251000] [632.9/1000.0] [batch_t 0.236 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.000913] [CE 4.410 (4.092)] [KD 2.989 (2.758)] 2024-10-18 01:13:32,749 - Train: 63.30% [791850/1251000] [633.0/1000.0] [batch_t 0.295 (0.266)] [data_t 0.009] [optim_t 0.286] [lr 0.000913] [CE 4.318 (4.061)] [KD 2.690 (2.702)] 2024-10-18 01:13:55,509 - Test (net): 100.00% [50/50] [batch_t 0.083 (0.274)] [top1_cnt 39383] [top5_cnt 47232] [top_all 50000] 2024-10-18 01:13:55,509 - net: 78.766 (94.464) 2024-10-18 01:14:08,337 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 40593] [top5_cnt 47777] [top_all 50000] 2024-10-18 01:14:08,338 - net_E: 81.186 (95.554) 2024-10-18 01:14:08,497 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.248 (epoch: 632)] 2024-10-18 01:14:08,497 - ==> Total time: 2 days, 10:00:49 Eta: 1 day, 9:38:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:14:15,994 - Train: 63.30% [791900/1251000] [633.0/1000.0] [batch_t 0.238 (0.366)] [data_t 0.009] [optim_t 0.229] [lr 0.000912] [CE 4.074 (3.988)] [KD 2.918 (2.661)] 2024-10-18 01:14:28,276 - Train: 63.31% [791950/1251000] [633.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000912] [CE 4.345 (4.105)] [KD 2.683 (2.693)] 2024-10-18 01:14:42,192 - Train: 63.31% [792000/1251000] [633.1/1000.0] [batch_t 0.235 (0.278)] [data_t 0.009] [optim_t 0.227] [lr 0.000912] [CE 3.482 (4.083)] [KD 2.440 (2.698)] 2024-10-18 01:14:55,916 - Train: 63.31% [792050/1251000] [633.1/1000.0] [batch_t 0.254 (0.274)] [data_t 0.009] [optim_t 0.245] [lr 0.000912] [CE 4.186 (4.069)] [KD 2.769 (2.691)] 2024-10-18 01:15:09,060 - Train: 63.32% [792100/1251000] [633.2/1000.0] [batch_t 0.240 (0.263)] [data_t 0.009] [optim_t 0.231] [lr 0.000912] [CE 4.688 (4.115)] [KD 2.980 (2.705)] 2024-10-18 01:15:22,308 - Train: 63.32% [792150/1251000] [633.2/1000.0] [batch_t 0.233 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.000912] [CE 4.372 (4.106)] [KD 2.747 (2.714)] 2024-10-18 01:15:34,334 - Train: 63.33% [792200/1251000] [633.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000911] [CE 4.263 (4.096)] [KD 3.063 (2.704)] 2024-10-18 01:15:46,735 - Train: 63.33% [792250/1251000] [633.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000911] [CE 3.925 (4.137)] [KD 2.666 (2.746)] 2024-10-18 01:16:00,152 - Train: 63.33% [792300/1251000] [633.3/1000.0] [batch_t 0.292 (0.268)] [data_t 0.009] [optim_t 0.283] [lr 0.000911] [CE 4.431 (4.057)] [KD 3.107 (2.723)] 2024-10-18 01:16:13,571 - Train: 63.34% [792350/1251000] [633.4/1000.0] [batch_t 0.267 (0.268)] [data_t 0.009] [optim_t 0.258] [lr 0.000911] [CE 4.154 (4.107)] [KD 2.972 (2.751)] 2024-10-18 01:16:26,904 - Train: 63.34% [792400/1251000] [633.4/1000.0] [batch_t 0.279 (0.267)] [data_t 0.009] [optim_t 0.271] [lr 0.000911] [CE 4.576 (4.052)] [KD 2.827 (2.702)] 2024-10-18 01:16:40,400 - Train: 63.35% [792450/1251000] [633.5/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000910] [CE 3.649 (4.109)] [KD 2.536 (2.749)] 2024-10-18 01:16:52,867 - Train: 63.35% [792500/1251000] [633.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000910] [CE 3.352 (4.037)] [KD 2.272 (2.669)] 2024-10-18 01:17:05,494 - Train: 63.35% [792550/1251000] [633.5/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000910] [CE 3.825 (4.119)] [KD 2.455 (2.771)] 2024-10-18 01:17:19,093 - Train: 63.36% [792600/1251000] [633.6/1000.0] [batch_t 0.262 (0.272)] [data_t 0.009] [optim_t 0.253] [lr 0.000910] [CE 3.780 (4.132)] [KD 2.526 (2.715)] 2024-10-18 01:17:32,503 - Train: 63.36% [792650/1251000] [633.6/1000.0] [batch_t 0.251 (0.268)] [data_t 0.009] [optim_t 0.241] [lr 0.000910] [CE 3.637 (4.045)] [KD 2.419 (2.692)] 2024-10-18 01:17:46,075 - Train: 63.37% [792700/1251000] [633.7/1000.0] [batch_t 0.282 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.000910] [CE 3.981 (4.091)] [KD 2.796 (2.702)] 2024-10-18 01:17:59,827 - Train: 63.37% [792750/1251000] [633.7/1000.0] [batch_t 0.238 (0.275)] [data_t 0.009] [optim_t 0.229] [lr 0.000909] [CE 4.274 (4.146)] [KD 2.767 (2.732)] 2024-10-18 01:18:12,115 - Train: 63.37% [792800/1251000] [633.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000909] [CE 4.478 (4.120)] [KD 2.930 (2.758)] 2024-10-18 01:18:24,549 - Train: 63.38% [792850/1251000] [633.8/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000909] [CE 3.795 (4.020)] [KD 2.625 (2.677)] 2024-10-18 01:18:37,026 - Train: 63.38% [792900/1251000] [633.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000909] [CE 3.877 (4.121)] [KD 2.581 (2.740)] 2024-10-18 01:18:50,944 - Train: 63.39% [792950/1251000] [633.9/1000.0] [batch_t 0.495 (0.278)] [data_t 0.268] [optim_t 0.227] [lr 0.000909] [CE 4.357 (4.057)] [KD 2.727 (2.671)] 2024-10-18 01:19:04,343 - Train: 63.39% [793000/1251000] [633.9/1000.0] [batch_t 0.273 (0.268)] [data_t 0.046] [optim_t 0.227] [lr 0.000909] [CE 4.433 (4.039)] [KD 2.846 (2.687)] 2024-10-18 01:19:18,410 - Train: 63.39% [793050/1251000] [633.9/1000.0] [batch_t 0.304 (0.281)] [data_t 0.078] [optim_t 0.226] [lr 0.000908] [CE 4.361 (4.081)] [KD 2.888 (2.710)] 2024-10-18 01:19:31,511 - Train: 63.40% [793100/1251000] [634.0/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000908] [CE 4.186 (4.138)] [KD 2.755 (2.748)] 2024-10-18 01:19:53,151 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.260)] [top1_cnt 39332] [top5_cnt 47268] [top_all 50000] 2024-10-18 01:19:53,152 - net: 78.664 (94.536) 2024-10-18 01:20:07,504 - Test (net_E): 100.00% [50/50] [batch_t 0.092 (0.280)] [top1_cnt 40601] [top5_cnt 47784] [top_all 50000] 2024-10-18 01:20:07,505 - net_E: 81.202 (95.568) 2024-10-18 01:20:07,658 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.248 (epoch: 632)] 2024-10-18 01:20:07,659 - ==> Total time: 2 days, 10:06:48 Eta: 1 day, 9:32:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:20:15,842 - Train: 63.40% [793150/1251000] [634.0/1000.0] [batch_t 0.241 (0.420)] [data_t 0.009] [optim_t 0.233] [lr 0.000908] [CE 4.292 (4.115)] [KD 2.832 (2.714)] 2024-10-18 01:20:28,947 - Train: 63.41% [793200/1251000] [634.1/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.000908] [CE 3.961 (4.041)] [KD 2.651 (2.638)] 2024-10-18 01:20:42,720 - Train: 63.41% [793250/1251000] [634.1/1000.0] [batch_t 0.284 (0.275)] [data_t 0.009] [optim_t 0.275] [lr 0.000908] [CE 4.505 (4.088)] [KD 2.965 (2.683)] 2024-10-18 01:20:55,416 - Train: 63.41% [793300/1251000] [634.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000908] [CE 4.522 (4.093)] [KD 2.780 (2.680)] 2024-10-18 01:21:07,946 - Train: 63.42% [793350/1251000] [634.2/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000907] [CE 4.085 (4.111)] [KD 2.681 (2.697)] 2024-10-18 01:21:21,377 - Train: 63.42% [793400/1251000] [634.2/1000.0] [batch_t 0.310 (0.269)] [data_t 0.009] [optim_t 0.301] [lr 0.000907] [CE 3.768 (4.089)] [KD 2.697 (2.709)] 2024-10-18 01:21:35,166 - Train: 63.43% [793450/1251000] [634.3/1000.0] [batch_t 0.236 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000907] [CE 3.813 (4.046)] [KD 2.539 (2.679)] 2024-10-18 01:21:48,722 - Train: 63.43% [793500/1251000] [634.3/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.000907] [CE 3.590 (4.059)] [KD 2.460 (2.676)] 2024-10-18 01:22:02,517 - Train: 63.43% [793550/1251000] [634.3/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000907] [CE 4.071 (4.065)] [KD 2.870 (2.663)] 2024-10-18 01:22:15,110 - Train: 63.44% [793600/1251000] [634.4/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000907] [CE 3.895 (4.125)] [KD 2.657 (2.741)] 2024-10-18 01:22:27,299 - Train: 63.44% [793650/1251000] [634.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000906] [CE 3.877 (4.087)] [KD 2.614 (2.704)] 2024-10-18 01:22:40,496 - Train: 63.45% [793700/1251000] [634.5/1000.0] [batch_t 0.249 (0.264)] [data_t 0.009] [optim_t 0.240] [lr 0.000906] [CE 3.756 (4.043)] [KD 2.513 (2.686)] 2024-10-18 01:22:54,164 - Train: 63.45% [793750/1251000] [634.5/1000.0] [batch_t 0.287 (0.273)] [data_t 0.009] [optim_t 0.279] [lr 0.000906] [CE 3.637 (4.066)] [KD 2.423 (2.695)] 2024-10-18 01:23:07,578 - Train: 63.45% [793800/1251000] [634.5/1000.0] [batch_t 0.239 (0.268)] [data_t 0.009] [optim_t 0.230] [lr 0.000906] [CE 3.986 (4.109)] [KD 2.526 (2.751)] 2024-10-18 01:23:20,953 - Train: 63.46% [793850/1251000] [634.6/1000.0] [batch_t 0.270 (0.267)] [data_t 0.009] [optim_t 0.261] [lr 0.000906] [CE 4.002 (4.082)] [KD 2.589 (2.726)] 2024-10-18 01:23:33,664 - Train: 63.46% [793900/1251000] [634.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000906] [CE 4.053 (4.123)] [KD 2.651 (2.794)] 2024-10-18 01:23:45,882 - Train: 63.47% [793950/1251000] [634.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000905] [CE 4.135 (4.115)] [KD 2.821 (2.733)] 2024-10-18 01:23:59,442 - Train: 63.47% [794000/1251000] [634.7/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.228] [lr 0.000905] [CE 3.859 (4.104)] [KD 2.594 (2.726)] 2024-10-18 01:24:13,152 - Train: 63.47% [794050/1251000] [634.7/1000.0] [batch_t 0.262 (0.274)] [data_t 0.009] [optim_t 0.253] [lr 0.000905] [CE 4.090 (4.128)] [KD 2.823 (2.711)] 2024-10-18 01:24:26,496 - Train: 63.48% [794100/1251000] [634.8/1000.0] [batch_t 0.237 (0.267)] [data_t 0.009] [optim_t 0.228] [lr 0.000905] [CE 3.834 (4.025)] [KD 2.676 (2.670)] 2024-10-18 01:24:39,562 - Train: 63.48% [794150/1251000] [634.8/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.000905] [CE 4.227 (4.087)] [KD 2.839 (2.736)] 2024-10-18 01:24:52,690 - Train: 63.49% [794200/1251000] [634.9/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.000905] [CE 3.476 (4.006)] [KD 2.534 (2.677)] 2024-10-18 01:25:04,937 - Train: 63.49% [794250/1251000] [634.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000904] [CE 4.374 (4.088)] [KD 2.806 (2.719)] 2024-10-18 01:25:18,412 - Train: 63.49% [794300/1251000] [634.9/1000.0] [batch_t 0.437 (0.269)] [data_t 0.009] [optim_t 0.428] [lr 0.000904] [CE 3.710 (4.066)] [KD 2.581 (2.701)] 2024-10-18 01:25:32,060 - Train: 63.50% [794350/1251000] [635.0/1000.0] [batch_t 0.241 (0.273)] [data_t 0.009] [optim_t 0.232] [lr 0.000904] [CE 3.968 (4.034)] [KD 2.705 (2.688)] 2024-10-18 01:25:54,891 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 39214] [top5_cnt 47233] [top_all 50000] 2024-10-18 01:25:54,891 - net: 78.428 (94.466) 2024-10-18 01:26:08,273 - Test (net_E): 100.00% [50/50] [batch_t 0.097 (0.261)] [top1_cnt 40611] [top5_cnt 47815] [top_all 50000] 2024-10-18 01:26:08,274 - net_E: 81.222 (95.630) 2024-10-18 01:26:08,445 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.248 (epoch: 632)] 2024-10-18 01:26:08,446 - ==> Total time: 2 days, 10:12:49 Eta: 1 day, 9:27:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:26:15,729 - Train: 63.50% [794400/1251000] [635.0/1000.0] [batch_t 0.234 (0.387)] [data_t 0.009] [optim_t 0.225] [lr 0.000904] [CE 3.750 (4.143)] [KD 2.562 (2.767)] 2024-10-18 01:26:28,223 - Train: 63.51% [794450/1251000] [635.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000904] [CE 4.173 (4.006)] [KD 2.754 (2.648)] 2024-10-18 01:26:40,461 - Train: 63.51% [794500/1251000] [635.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000904] [CE 4.028 (4.034)] [KD 2.855 (2.681)] 2024-10-18 01:26:53,606 - Train: 63.51% [794550/1251000] [635.1/1000.0] [batch_t 0.289 (0.263)] [data_t 0.009] [optim_t 0.281] [lr 0.000903] [CE 4.345 (4.116)] [KD 2.835 (2.707)] 2024-10-18 01:27:06,991 - Train: 63.52% [794600/1251000] [635.2/1000.0] [batch_t 0.283 (0.268)] [data_t 0.009] [optim_t 0.274] [lr 0.000903] [CE 3.895 (4.024)] [KD 2.663 (2.685)] 2024-10-18 01:27:20,743 - Train: 63.52% [794650/1251000] [635.2/1000.0] [batch_t 0.265 (0.275)] [data_t 0.009] [optim_t 0.257] [lr 0.000903] [CE 3.803 (4.127)] [KD 2.387 (2.735)] 2024-10-18 01:27:33,835 - Train: 63.53% [794700/1251000] [635.3/1000.0] [batch_t 0.238 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.000903] [CE 3.310 (4.094)] [KD 2.499 (2.714)] 2024-10-18 01:27:46,070 - Train: 63.53% [794750/1251000] [635.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000903] [CE 4.412 (4.119)] [KD 2.896 (2.744)] 2024-10-18 01:27:59,299 - Train: 63.53% [794800/1251000] [635.3/1000.0] [batch_t 0.286 (0.264)] [data_t 0.009] [optim_t 0.278] [lr 0.000902] [CE 3.893 (4.082)] [KD 2.565 (2.691)] 2024-10-18 01:28:13,119 - Train: 63.54% [794850/1251000] [635.4/1000.0] [batch_t 0.266 (0.276)] [data_t 0.009] [optim_t 0.257] [lr 0.000902] [CE 4.290 (4.068)] [KD 2.643 (2.678)] 2024-10-18 01:28:27,100 - Train: 63.54% [794900/1251000] [635.4/1000.0] [batch_t 0.274 (0.280)] [data_t 0.009] [optim_t 0.266] [lr 0.000902] [CE 4.139 (4.124)] [KD 2.672 (2.696)] 2024-10-18 01:28:41,271 - Train: 63.55% [794950/1251000] [635.5/1000.0] [batch_t 0.264 (0.283)] [data_t 0.009] [optim_t 0.255] [lr 0.000902] [CE 4.035 (4.106)] [KD 2.650 (2.664)] 2024-10-18 01:28:54,803 - Train: 63.55% [795000/1251000] [635.5/1000.0] [batch_t 0.233 (0.271)] [data_t 0.009] [optim_t 0.224] [lr 0.000902] [CE 3.737 (4.082)] [KD 2.589 (2.694)] 2024-10-18 01:29:07,402 - Train: 63.55% [795050/1251000] [635.5/1000.0] [batch_t 0.255 (0.252)] [data_t 0.009] [optim_t 0.246] [lr 0.000902] [CE 4.039 (4.020)] [KD 2.596 (2.673)] 2024-10-18 01:29:20,768 - Train: 63.56% [795100/1251000] [635.6/1000.0] [batch_t 0.279 (0.267)] [data_t 0.009] [optim_t 0.270] [lr 0.000901] [CE 4.138 (4.104)] [KD 2.615 (2.697)] 2024-10-18 01:29:34,573 - Train: 63.56% [795150/1251000] [635.6/1000.0] [batch_t 0.297 (0.276)] [data_t 0.009] [optim_t 0.288] [lr 0.000901] [CE 3.868 (4.092)] [KD 2.667 (2.726)] 2024-10-18 01:29:47,938 - Train: 63.57% [795200/1251000] [635.7/1000.0] [batch_t 0.291 (0.267)] [data_t 0.009] [optim_t 0.282] [lr 0.000901] [CE 3.792 (4.090)] [KD 2.506 (2.742)] 2024-10-18 01:30:01,632 - Train: 63.57% [795250/1251000] [635.7/1000.0] [batch_t 0.302 (0.274)] [data_t 0.009] [optim_t 0.293] [lr 0.000901] [CE 4.265 (4.115)] [KD 2.837 (2.748)] 2024-10-18 01:30:15,098 - Train: 63.57% [795300/1251000] [635.7/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.227] [lr 0.000901] [CE 4.302 (4.139)] [KD 2.733 (2.734)] 2024-10-18 01:30:27,422 - Train: 63.58% [795350/1251000] [635.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000901] [CE 4.247 (4.097)] [KD 2.780 (2.754)] 2024-10-18 01:30:40,109 - Train: 63.58% [795400/1251000] [635.8/1000.0] [batch_t 0.281 (0.254)] [data_t 0.009] [optim_t 0.272] [lr 0.000900] [CE 3.460 (4.007)] [KD 2.331 (2.701)] 2024-10-18 01:30:53,824 - Train: 63.59% [795450/1251000] [635.9/1000.0] [batch_t 0.293 (0.274)] [data_t 0.009] [optim_t 0.285] [lr 0.000900] [CE 3.985 (4.079)] [KD 2.518 (2.692)] 2024-10-18 01:31:07,689 - Train: 63.59% [795500/1251000] [635.9/1000.0] [batch_t 0.561 (0.277)] [data_t 0.009] [optim_t 0.553] [lr 0.000900] [CE 4.371 (4.102)] [KD 3.099 (2.737)] 2024-10-18 01:31:20,631 - Train: 63.59% [795550/1251000] [635.9/1000.0] [batch_t 0.282 (0.259)] [data_t 0.009] [optim_t 0.273] [lr 0.000900] [CE 3.994 (4.052)] [KD 2.605 (2.727)] 2024-10-18 01:31:34,057 - Train: 63.60% [795600/1251000] [636.0/1000.0] [batch_t 0.303 (0.268)] [data_t 0.009] [optim_t 0.294] [lr 0.000900] [CE 4.343 (4.028)] [KD 2.818 (2.663)] 2024-10-18 01:31:55,544 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 39315] [top5_cnt 47222] [top_all 50000] 2024-10-18 01:31:55,545 - net: 78.630 (94.444) 2024-10-18 01:32:09,495 - Test (net_E): 100.00% [50/50] [batch_t 0.102 (0.272)] [top1_cnt 40632] [top5_cnt 47801] [top_all 50000] 2024-10-18 01:32:09,495 - net_E: 81.264 (95.602) 2024-10-18 01:32:09,663 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 01:32:09,663 - ==> Total time: 2 days, 10:18:50 Eta: 1 day, 9:22:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:32:19,600 - Train: 63.60% [795650/1251000] [636.0/1000.0] [batch_t 0.238 (0.359)] [data_t 0.009] [optim_t 0.229] [lr 0.000900] [CE 3.800 (3.989)] [KD 2.522 (2.660)] 2024-10-18 01:32:32,896 - Train: 63.61% [795700/1251000] [636.1/1000.0] [batch_t 0.465 (0.266)] [data_t 0.009] [optim_t 0.456] [lr 0.000899] [CE 3.611 (4.165)] [KD 2.528 (2.702)] 2024-10-18 01:32:46,612 - Train: 63.61% [795750/1251000] [636.1/1000.0] [batch_t 0.275 (0.274)] [data_t 0.009] [optim_t 0.266] [lr 0.000899] [CE 4.218 (3.982)] [KD 2.823 (2.594)] 2024-10-18 01:32:59,902 - Train: 63.61% [795800/1251000] [636.1/1000.0] [batch_t 0.235 (0.266)] [data_t 0.009] [optim_t 0.226] [lr 0.000899] [CE 4.074 (4.064)] [KD 2.852 (2.679)] 2024-10-18 01:33:12,620 - Train: 63.62% [795850/1251000] [636.2/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000899] [CE 4.067 (4.093)] [KD 2.544 (2.667)] 2024-10-18 01:33:26,293 - Train: 63.62% [795900/1251000] [636.2/1000.0] [batch_t 0.400 (0.273)] [data_t 0.009] [optim_t 0.392] [lr 0.000899] [CE 3.986 (4.083)] [KD 2.617 (2.655)] 2024-10-18 01:33:40,127 - Train: 63.63% [795950/1251000] [636.3/1000.0] [batch_t 0.274 (0.277)] [data_t 0.009] [optim_t 0.265] [lr 0.000899] [CE 4.273 (4.057)] [KD 2.755 (2.663)] 2024-10-18 01:33:53,926 - Train: 63.63% [796000/1251000] [636.3/1000.0] [batch_t 0.272 (0.276)] [data_t 0.009] [optim_t 0.263] [lr 0.000898] [CE 4.437 (4.118)] [KD 2.957 (2.711)] 2024-10-18 01:34:07,883 - Train: 63.63% [796050/1251000] [636.3/1000.0] [batch_t 0.299 (0.279)] [data_t 0.009] [optim_t 0.290] [lr 0.000898] [CE 4.239 (4.040)] [KD 2.717 (2.720)] 2024-10-18 01:34:21,275 - Train: 63.64% [796100/1251000] [636.4/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000898] [CE 4.456 (4.060)] [KD 2.859 (2.680)] 2024-10-18 01:34:33,401 - Train: 63.64% [796150/1251000] [636.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000898] [CE 4.529 (4.139)] [KD 3.067 (2.736)] 2024-10-18 01:34:46,383 - Train: 63.65% [796200/1251000] [636.5/1000.0] [batch_t 0.292 (0.260)] [data_t 0.009] [optim_t 0.283] [lr 0.000898] [CE 4.173 (4.105)] [KD 2.660 (2.669)] 2024-10-18 01:35:00,588 - Train: 63.65% [796250/1251000] [636.5/1000.0] [batch_t 0.272 (0.284)] [data_t 0.009] [optim_t 0.263] [lr 0.000898] [CE 4.212 (4.136)] [KD 2.670 (2.745)] 2024-10-18 01:35:14,727 - Train: 63.65% [796300/1251000] [636.5/1000.0] [batch_t 0.295 (0.283)] [data_t 0.009] [optim_t 0.286] [lr 0.000897] [CE 4.099 (4.064)] [KD 2.761 (2.729)] 2024-10-18 01:35:28,636 - Train: 63.66% [796350/1251000] [636.6/1000.0] [batch_t 0.275 (0.278)] [data_t 0.009] [optim_t 0.265] [lr 0.000897] [CE 4.512 (4.117)] [KD 2.818 (2.737)] 2024-10-18 01:35:42,041 - Train: 63.66% [796400/1251000] [636.6/1000.0] [batch_t 0.318 (0.268)] [data_t 0.009] [optim_t 0.309] [lr 0.000897] [CE 4.519 (4.079)] [KD 3.123 (2.760)] 2024-10-18 01:35:54,575 - Train: 63.67% [796450/1251000] [636.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000897] [CE 4.120 (4.064)] [KD 2.793 (2.719)] 2024-10-18 01:36:06,974 - Train: 63.67% [796500/1251000] [636.7/1000.0] [batch_t 0.389 (0.248)] [data_t 0.009] [optim_t 0.379] [lr 0.000897] [CE 4.112 (4.081)] [KD 2.750 (2.702)] 2024-10-18 01:36:20,173 - Train: 63.67% [796550/1251000] [636.7/1000.0] [batch_t 0.312 (0.264)] [data_t 0.083] [optim_t 0.229] [lr 0.000897] [CE 3.917 (4.051)] [KD 2.510 (2.688)] 2024-10-18 01:36:33,687 - Train: 63.68% [796600/1251000] [636.8/1000.0] [batch_t 0.305 (0.270)] [data_t 0.009] [optim_t 0.297] [lr 0.000896] [CE 4.574 (4.041)] [KD 2.598 (2.694)] 2024-10-18 01:36:47,368 - Train: 63.68% [796650/1251000] [636.8/1000.0] [batch_t 0.237 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.000896] [CE 3.822 (4.082)] [KD 2.777 (2.675)] 2024-10-18 01:37:00,672 - Train: 63.69% [796700/1251000] [636.9/1000.0] [batch_t 0.274 (0.266)] [data_t 0.009] [optim_t 0.265] [lr 0.000896] [CE 3.967 (4.100)] [KD 2.802 (2.774)] 2024-10-18 01:37:13,221 - Train: 63.69% [796750/1251000] [636.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000896] [CE 4.047 (4.130)] [KD 2.562 (2.763)] 2024-10-18 01:37:25,644 - Train: 63.69% [796800/1251000] [636.9/1000.0] [batch_t 0.274 (0.248)] [data_t 0.009] [optim_t 0.265] [lr 0.000896] [CE 4.128 (4.059)] [KD 2.748 (2.684)] 2024-10-18 01:37:39,148 - Train: 63.70% [796850/1251000] [637.0/1000.0] [batch_t 0.257 (0.270)] [data_t 0.009] [optim_t 0.248] [lr 0.000896] [CE 3.655 (4.004)] [KD 2.375 (2.670)] 2024-10-18 01:38:02,810 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.272)] [top1_cnt 39297] [top5_cnt 47227] [top_all 50000] 2024-10-18 01:38:02,810 - net: 78.594 (94.454) 2024-10-18 01:38:17,164 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.280)] [top1_cnt 40610] [top5_cnt 47793] [top_all 50000] 2024-10-18 01:38:17,164 - net_E: 81.220 (95.586) 2024-10-18 01:38:17,330 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 01:38:17,331 - ==> Total time: 2 days, 10:24:57 Eta: 1 day, 9:17:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:38:24,494 - Train: 63.70% [796900/1251000] [637.0/1000.0] [batch_t 0.235 (0.444)] [data_t 0.009] [optim_t 0.226] [lr 0.000895] [CE 4.265 (4.149)] [KD 2.557 (2.696)] 2024-10-18 01:38:36,295 - Train: 63.71% [796950/1251000] [637.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000895] [CE 4.063 (4.023)] [KD 2.854 (2.644)] 2024-10-18 01:38:49,096 - Train: 63.71% [797000/1251000] [637.1/1000.0] [batch_t 0.286 (0.256)] [data_t 0.009] [optim_t 0.277] [lr 0.000895] [CE 3.931 (4.004)] [KD 2.608 (2.673)] 2024-10-18 01:39:03,201 - Train: 63.71% [797050/1251000] [637.1/1000.0] [batch_t 0.274 (0.282)] [data_t 0.009] [optim_t 0.265] [lr 0.000895] [CE 3.818 (3.966)] [KD 2.518 (2.614)] 2024-10-18 01:39:17,411 - Train: 63.72% [797100/1251000] [637.2/1000.0] [batch_t 0.564 (0.284)] [data_t 0.009] [optim_t 0.555] [lr 0.000895] [CE 4.097 (4.112)] [KD 2.841 (2.738)] 2024-10-18 01:39:31,162 - Train: 63.72% [797150/1251000] [637.2/1000.0] [batch_t 0.464 (0.275)] [data_t 0.009] [optim_t 0.455] [lr 0.000895] [CE 3.403 (4.037)] [KD 2.336 (2.680)] 2024-10-18 01:39:44,822 - Train: 63.73% [797200/1251000] [637.3/1000.0] [batch_t 0.243 (0.273)] [data_t 0.009] [optim_t 0.234] [lr 0.000894] [CE 3.558 (4.047)] [KD 2.449 (2.675)] 2024-10-18 01:39:57,224 - Train: 63.73% [797250/1251000] [637.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000894] [CE 4.174 (4.090)] [KD 2.794 (2.716)] 2024-10-18 01:40:09,850 - Train: 63.73% [797300/1251000] [637.3/1000.0] [batch_t 0.519 (0.252)] [data_t 0.009] [optim_t 0.510] [lr 0.000894] [CE 3.849 (3.966)] [KD 2.696 (2.619)] 2024-10-18 01:40:23,492 - Train: 63.74% [797350/1251000] [637.4/1000.0] [batch_t 0.268 (0.273)] [data_t 0.009] [optim_t 0.260] [lr 0.000894] [CE 4.139 (4.077)] [KD 2.718 (2.685)] 2024-10-18 01:40:37,562 - Train: 63.74% [797400/1251000] [637.4/1000.0] [batch_t 0.240 (0.281)] [data_t 0.009] [optim_t 0.231] [lr 0.000894] [CE 3.613 (4.053)] [KD 2.609 (2.644)] 2024-10-18 01:40:51,439 - Train: 63.75% [797450/1251000] [637.5/1000.0] [batch_t 0.285 (0.277)] [data_t 0.009] [optim_t 0.276] [lr 0.000894] [CE 4.134 (4.036)] [KD 2.787 (2.654)] 2024-10-18 01:41:05,154 - Train: 63.75% [797500/1251000] [637.5/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000893] [CE 4.456 (4.038)] [KD 2.942 (2.684)] 2024-10-18 01:41:17,641 - Train: 63.75% [797550/1251000] [637.5/1000.0] [batch_t 0.260 (0.250)] [data_t 0.009] [optim_t 0.251] [lr 0.000893] [CE 3.947 (4.085)] [KD 2.745 (2.717)] 2024-10-18 01:41:30,481 - Train: 63.76% [797600/1251000] [637.6/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.000893] [CE 3.859 (4.083)] [KD 2.424 (2.675)] 2024-10-18 01:41:44,714 - Train: 63.76% [797650/1251000] [637.6/1000.0] [batch_t 0.320 (0.285)] [data_t 0.009] [optim_t 0.311] [lr 0.000893] [CE 4.494 (4.053)] [KD 2.874 (2.675)] 2024-10-18 01:41:59,389 - Train: 63.76% [797700/1251000] [637.6/1000.0] [batch_t 0.533 (0.293)] [data_t 0.009] [optim_t 0.525] [lr 0.000893] [CE 3.656 (4.020)] [KD 2.528 (2.686)] 2024-10-18 01:42:13,248 - Train: 63.77% [797750/1251000] [637.7/1000.0] [batch_t 0.297 (0.277)] [data_t 0.009] [optim_t 0.288] [lr 0.000892] [CE 4.357 (4.060)] [KD 3.005 (2.730)] 2024-10-18 01:42:27,048 - Train: 63.77% [797800/1251000] [637.7/1000.0] [batch_t 0.236 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000892] [CE 4.453 (4.043)] [KD 2.909 (2.684)] 2024-10-18 01:42:39,575 - Train: 63.78% [797850/1251000] [637.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000892] [CE 3.990 (4.096)] [KD 2.627 (2.720)] 2024-10-18 01:42:52,504 - Train: 63.78% [797900/1251000] [637.8/1000.0] [batch_t 0.264 (0.258)] [data_t 0.009] [optim_t 0.255] [lr 0.000892] [CE 3.834 (4.091)] [KD 2.674 (2.721)] 2024-10-18 01:43:06,669 - Train: 63.78% [797950/1251000] [637.8/1000.0] [batch_t 0.274 (0.283)] [data_t 0.009] [optim_t 0.265] [lr 0.000892] [CE 4.615 (4.055)] [KD 2.917 (2.729)] 2024-10-18 01:43:20,739 - Train: 63.79% [798000/1251000] [637.9/1000.0] [batch_t 0.240 (0.281)] [data_t 0.009] [optim_t 0.231] [lr 0.000892] [CE 4.419 (4.084)] [KD 3.029 (2.699)] 2024-10-18 01:43:34,514 - Train: 63.79% [798050/1251000] [637.9/1000.0] [batch_t 0.298 (0.275)] [data_t 0.009] [optim_t 0.289] [lr 0.000891] [CE 4.218 (4.124)] [KD 2.802 (2.744)] 2024-10-18 01:43:48,221 - Train: 63.80% [798100/1251000] [638.0/1000.0] [batch_t 0.274 (0.274)] [data_t 0.009] [optim_t 0.265] [lr 0.000891] [CE 4.256 (4.123)] [KD 2.830 (2.729)] 2024-10-18 01:44:10,512 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39255] [top5_cnt 47212] [top_all 50000] 2024-10-18 01:44:10,513 - net: 78.510 (94.424) 2024-10-18 01:44:24,659 - Test (net_E): 100.00% [50/50] [batch_t 0.161 (0.275)] [top1_cnt 40583] [top5_cnt 47779] [top_all 50000] 2024-10-18 01:44:24,660 - net_E: 81.166 (95.558) 2024-10-18 01:44:24,830 - Max [top1: 78.870 (epoch: 631)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 01:44:24,831 - ==> Total time: 2 days, 10:31:05 Eta: 1 day, 9:12:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:44:32,033 - Train: 63.80% [798150/1251000] [638.0/1000.0] [batch_t 0.238 (0.475)] [data_t 0.009] [optim_t 0.229] [lr 0.000891] [CE 4.079 (4.198)] [KD 2.549 (2.764)] 2024-10-18 01:44:44,779 - Train: 63.80% [798200/1251000] [638.0/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000891] [CE 4.181 (4.105)] [KD 2.694 (2.661)] 2024-10-18 01:44:57,661 - Train: 63.81% [798250/1251000] [638.1/1000.0] [batch_t 0.264 (0.257)] [data_t 0.009] [optim_t 0.255] [lr 0.000891] [CE 3.885 (4.090)] [KD 2.570 (2.686)] 2024-10-18 01:45:11,555 - Train: 63.81% [798300/1251000] [638.1/1000.0] [batch_t 0.285 (0.278)] [data_t 0.009] [optim_t 0.276] [lr 0.000891] [CE 3.873 (4.031)] [KD 2.491 (2.677)] 2024-10-18 01:45:23,963 - Train: 63.82% [798350/1251000] [638.2/1000.0] [batch_t 0.304 (0.248)] [data_t 0.009] [optim_t 0.296] [lr 0.000890] [CE 3.455 (4.033)] [KD 2.436 (2.669)] 2024-10-18 01:45:36,509 - Train: 63.82% [798400/1251000] [638.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000890] [CE 4.470 (4.045)] [KD 2.752 (2.670)] 2024-10-18 01:45:50,392 - Train: 63.82% [798450/1251000] [638.2/1000.0] [batch_t 0.286 (0.278)] [data_t 0.009] [optim_t 0.277] [lr 0.000890] [CE 3.882 (4.140)] [KD 2.590 (2.759)] 2024-10-18 01:46:03,875 - Train: 63.83% [798500/1251000] [638.3/1000.0] [batch_t 0.297 (0.270)] [data_t 0.009] [optim_t 0.288] [lr 0.000890] [CE 4.121 (4.065)] [KD 2.593 (2.686)] 2024-10-18 01:46:17,402 - Train: 63.83% [798550/1251000] [638.3/1000.0] [batch_t 0.298 (0.270)] [data_t 0.009] [optim_t 0.290] [lr 0.000890] [CE 3.559 (4.013)] [KD 2.193 (2.669)] 2024-10-18 01:46:31,243 - Train: 63.84% [798600/1251000] [638.4/1000.0] [batch_t 0.266 (0.277)] [data_t 0.009] [optim_t 0.258] [lr 0.000890] [CE 4.140 (4.100)] [KD 2.832 (2.711)] 2024-10-18 01:46:43,855 - Train: 63.84% [798650/1251000] [638.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000889] [CE 4.132 (4.076)] [KD 2.691 (2.690)] 2024-10-18 01:46:56,674 - Train: 63.84% [798700/1251000] [638.4/1000.0] [batch_t 0.243 (0.256)] [data_t 0.009] [optim_t 0.234] [lr 0.000889] [CE 3.967 (4.103)] [KD 2.709 (2.730)] 2024-10-18 01:47:10,078 - Train: 63.85% [798750/1251000] [638.5/1000.0] [batch_t 0.260 (0.268)] [data_t 0.009] [optim_t 0.250] [lr 0.000889] [CE 4.146 (4.039)] [KD 2.686 (2.657)] 2024-10-18 01:47:24,174 - Train: 63.85% [798800/1251000] [638.5/1000.0] [batch_t 0.311 (0.282)] [data_t 0.009] [optim_t 0.302] [lr 0.000889] [CE 4.126 (4.094)] [KD 2.624 (2.690)] 2024-10-18 01:47:38,103 - Train: 63.86% [798850/1251000] [638.6/1000.0] [batch_t 0.246 (0.278)] [data_t 0.009] [optim_t 0.237] [lr 0.000889] [CE 4.516 (4.071)] [KD 3.045 (2.698)] 2024-10-18 01:47:51,676 - Train: 63.86% [798900/1251000] [638.6/1000.0] [batch_t 0.299 (0.271)] [data_t 0.009] [optim_t 0.290] [lr 0.000889] [CE 4.279 (4.092)] [KD 2.750 (2.711)] 2024-10-18 01:48:04,407 - Train: 63.86% [798950/1251000] [638.6/1000.0] [batch_t 0.245 (0.254)] [data_t 0.009] [optim_t 0.236] [lr 0.000888] [CE 3.529 (3.988)] [KD 2.309 (2.616)] 2024-10-18 01:48:16,762 - Train: 63.87% [799000/1251000] [638.7/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.000888] [CE 4.736 (4.112)] [KD 3.007 (2.700)] 2024-10-18 01:48:30,136 - Train: 63.87% [799050/1251000] [638.7/1000.0] [batch_t 0.256 (0.267)] [data_t 0.009] [optim_t 0.247] [lr 0.000888] [CE 3.912 (4.004)] [KD 2.639 (2.654)] 2024-10-18 01:48:43,913 - Train: 63.88% [799100/1251000] [638.8/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.274] [lr 0.000888] [CE 4.118 (3.952)] [KD 2.861 (2.648)] 2024-10-18 01:48:57,409 - Train: 63.88% [799150/1251000] [638.8/1000.0] [batch_t 0.291 (0.270)] [data_t 0.009] [optim_t 0.282] [lr 0.000888] [CE 4.354 (4.117)] [KD 2.937 (2.745)] 2024-10-18 01:49:10,777 - Train: 63.88% [799200/1251000] [638.8/1000.0] [batch_t 0.292 (0.267)] [data_t 0.009] [optim_t 0.283] [lr 0.000888] [CE 4.382 (4.060)] [KD 2.840 (2.695)] 2024-10-18 01:49:23,629 - Train: 63.89% [799250/1251000] [638.9/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000887] [CE 3.987 (4.075)] [KD 2.659 (2.683)] 2024-10-18 01:49:36,226 - Train: 63.89% [799300/1251000] [638.9/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000887] [CE 4.111 (4.071)] [KD 2.646 (2.674)] 2024-10-18 01:49:49,554 - Train: 63.90% [799350/1251000] [639.0/1000.0] [batch_t 0.266 (0.266)] [data_t 0.009] [optim_t 0.257] [lr 0.000887] [CE 4.150 (4.034)] [KD 2.774 (2.677)] 2024-10-18 01:50:13,935 - Test (net): 100.00% [50/50] [batch_t 0.120 (0.275)] [top1_cnt 39481] [top5_cnt 47267] [top_all 50000] 2024-10-18 01:50:13,936 - net: 78.962 (94.534) 2024-10-18 01:50:27,897 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.273)] [top1_cnt 40590] [top5_cnt 47805] [top_all 50000] 2024-10-18 01:50:27,898 - net_E: 81.180 (95.610) 2024-10-18 01:50:28,047 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 01:50:28,048 - ==> Total time: 2 days, 10:37:08 Eta: 1 day, 9:06:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:50:37,134 - Train: 63.90% [799400/1251000] [639.0/1000.0] [batch_t 0.235 (0.377)] [data_t 0.009] [optim_t 0.227] [lr 0.000887] [CE 4.174 (4.214)] [KD 2.543 (2.703)] 2024-10-18 01:50:49,013 - Train: 63.90% [799450/1251000] [639.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000887] [CE 4.143 (4.072)] [KD 2.882 (2.681)] 2024-10-18 01:51:01,442 - Train: 63.91% [799500/1251000] [639.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000887] [CE 3.768 (4.053)] [KD 2.566 (2.667)] 2024-10-18 01:51:14,646 - Train: 63.91% [799550/1251000] [639.1/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.000886] [CE 4.038 (4.070)] [KD 2.535 (2.691)] 2024-10-18 01:51:28,553 - Train: 63.92% [799600/1251000] [639.2/1000.0] [batch_t 0.237 (0.278)] [data_t 0.009] [optim_t 0.228] [lr 0.000886] [CE 3.603 (4.125)] [KD 2.591 (2.692)] 2024-10-18 01:51:42,416 - Train: 63.92% [799650/1251000] [639.2/1000.0] [batch_t 0.236 (0.277)] [data_t 0.009] [optim_t 0.227] [lr 0.000886] [CE 4.176 (4.039)] [KD 2.693 (2.673)] 2024-10-18 01:51:55,463 - Train: 63.92% [799700/1251000] [639.2/1000.0] [batch_t 0.292 (0.261)] [data_t 0.009] [optim_t 0.284] [lr 0.000886] [CE 4.010 (3.992)] [KD 2.605 (2.640)] 2024-10-18 01:52:07,963 - Train: 63.93% [799750/1251000] [639.3/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000886] [CE 4.453 (4.126)] [KD 2.999 (2.714)] 2024-10-18 01:52:20,310 - Train: 63.93% [799800/1251000] [639.3/1000.0] [batch_t 0.271 (0.247)] [data_t 0.009] [optim_t 0.262] [lr 0.000886] [CE 4.261 (4.069)] [KD 2.849 (2.692)] 2024-10-18 01:52:33,687 - Train: 63.94% [799850/1251000] [639.4/1000.0] [batch_t 0.295 (0.267)] [data_t 0.009] [optim_t 0.286] [lr 0.000885] [CE 4.460 (4.117)] [KD 2.917 (2.730)] 2024-10-18 01:52:47,162 - Train: 63.94% [799900/1251000] [639.4/1000.0] [batch_t 0.275 (0.269)] [data_t 0.009] [optim_t 0.266] [lr 0.000885] [CE 4.390 (4.044)] [KD 2.842 (2.690)] 2024-10-18 01:53:00,410 - Train: 63.94% [799950/1251000] [639.4/1000.0] [batch_t 0.255 (0.265)] [data_t 0.009] [optim_t 0.246] [lr 0.000885] [CE 3.946 (4.102)] [KD 2.514 (2.694)] 2024-10-18 01:53:13,838 - Train: 63.95% [800000/1251000] [639.5/1000.0] [batch_t 0.241 (0.268)] [data_t 0.009] [optim_t 0.232] [lr 0.000885] [CE 3.974 (4.044)] [KD 2.685 (2.656)] 2024-10-18 01:53:26,411 - Train: 63.95% [800050/1251000] [639.5/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000885] [CE 4.137 (4.137)] [KD 2.857 (2.743)] 2024-10-18 01:53:38,802 - Train: 63.96% [800100/1251000] [639.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000885] [CE 3.847 (4.059)] [KD 2.555 (2.694)] 2024-10-18 01:53:51,783 - Train: 63.96% [800150/1251000] [639.6/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000884] [CE 4.038 (4.063)] [KD 2.504 (2.643)] 2024-10-18 01:54:05,065 - Train: 63.96% [800200/1251000] [639.6/1000.0] [batch_t 0.264 (0.266)] [data_t 0.009] [optim_t 0.255] [lr 0.000884] [CE 3.931 (4.101)] [KD 2.293 (2.682)] 2024-10-18 01:54:18,473 - Train: 63.97% [800250/1251000] [639.7/1000.0] [batch_t 0.238 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.000884] [CE 4.360 (4.055)] [KD 2.737 (2.688)] 2024-10-18 01:54:31,599 - Train: 63.97% [800300/1251000] [639.7/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.000884] [CE 4.351 (4.012)] [KD 2.808 (2.665)] 2024-10-18 01:54:44,047 - Train: 63.98% [800350/1251000] [639.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000884] [CE 3.812 (4.051)] [KD 2.689 (2.692)] 2024-10-18 01:54:56,522 - Train: 63.98% [800400/1251000] [639.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000884] [CE 4.336 (4.068)] [KD 2.889 (2.699)] 2024-10-18 01:55:09,723 - Train: 63.98% [800450/1251000] [639.8/1000.0] [batch_t 0.266 (0.264)] [data_t 0.009] [optim_t 0.257] [lr 0.000883] [CE 3.735 (4.068)] [KD 2.422 (2.670)] 2024-10-18 01:55:23,123 - Train: 63.99% [800500/1251000] [639.9/1000.0] [batch_t 0.273 (0.268)] [data_t 0.009] [optim_t 0.265] [lr 0.000883] [CE 3.965 (4.032)] [KD 2.453 (2.668)] 2024-10-18 01:55:36,525 - Train: 63.99% [800550/1251000] [639.9/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.000883] [CE 3.875 (4.116)] [KD 2.462 (2.680)] 2024-10-18 01:55:50,002 - Train: 64.00% [800600/1251000] [640.0/1000.0] [batch_t 0.257 (0.269)] [data_t 0.009] [optim_t 0.248] [lr 0.000883] [CE 4.832 (3.988)] [KD 2.998 (2.618)] 2024-10-18 01:56:12,376 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39315] [top5_cnt 47186] [top_all 50000] 2024-10-18 01:56:12,376 - net: 78.630 (94.372) 2024-10-18 01:56:25,409 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.253)] [top1_cnt 40607] [top5_cnt 47818] [top_all 50000] 2024-10-18 01:56:25,410 - net_E: 81.214 (95.636) 2024-10-18 01:56:25,543 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 01:56:25,543 - ==> Total time: 2 days, 10:43:06 Eta: 1 day, 9:01:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 01:56:32,120 - Train: 64.00% [800650/1251000] [640.0/1000.0] [batch_t 0.239 (0.518)] [data_t 0.009] [optim_t 0.230] [lr 0.000883] [CE 3.800 (4.046)] [KD 2.519 (2.657)] 2024-10-18 01:56:44,808 - Train: 64.00% [800700/1251000] [640.0/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000883] [CE 4.050 (4.108)] [KD 2.667 (2.694)] 2024-10-18 01:56:58,421 - Train: 64.01% [800750/1251000] [640.1/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.229] [lr 0.000882] [CE 4.206 (4.132)] [KD 2.637 (2.748)] 2024-10-18 01:57:11,127 - Train: 64.01% [800800/1251000] [640.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.000882] [CE 3.300 (4.045)] [KD 2.246 (2.651)] 2024-10-18 01:57:23,995 - Train: 64.02% [800850/1251000] [640.2/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.000882] [CE 4.242 (4.028)] [KD 2.791 (2.661)] 2024-10-18 01:57:36,136 - Train: 64.02% [800900/1251000] [640.2/1000.0] [batch_t 0.299 (0.243)] [data_t 0.009] [optim_t 0.290] [lr 0.000882] [CE 4.263 (4.166)] [KD 2.939 (2.743)] 2024-10-18 01:57:49,027 - Train: 64.02% [800950/1251000] [640.2/1000.0] [batch_t 0.235 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.000882] [CE 3.698 (4.091)] [KD 2.660 (2.703)] 2024-10-18 01:58:02,197 - Train: 64.03% [801000/1251000] [640.3/1000.0] [batch_t 0.239 (0.263)] [data_t 0.009] [optim_t 0.230] [lr 0.000882] [CE 4.303 (4.015)] [KD 2.848 (2.651)] 2024-10-18 01:58:15,666 - Train: 64.03% [801050/1251000] [640.3/1000.0] [batch_t 0.238 (0.269)] [data_t 0.009] [optim_t 0.229] [lr 0.000881] [CE 3.869 (4.103)] [KD 2.538 (2.656)] 2024-10-18 01:58:28,942 - Train: 64.04% [801100/1251000] [640.4/1000.0] [batch_t 0.282 (0.265)] [data_t 0.009] [optim_t 0.273] [lr 0.000881] [CE 4.253 (4.033)] [KD 2.643 (2.614)] 2024-10-18 01:58:42,427 - Train: 64.04% [801150/1251000] [640.4/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.000881] [CE 3.731 (4.067)] [KD 2.576 (2.686)] 2024-10-18 01:58:54,231 - Train: 64.04% [801200/1251000] [640.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000881] [CE 4.106 (4.102)] [KD 2.652 (2.717)] 2024-10-18 01:59:06,738 - Train: 64.05% [801250/1251000] [640.5/1000.0] [batch_t 0.311 (0.250)] [data_t 0.009] [optim_t 0.302] [lr 0.000881] [CE 4.026 (4.091)] [KD 2.628 (2.709)] 2024-10-18 01:59:20,186 - Train: 64.05% [801300/1251000] [640.5/1000.0] [batch_t 0.250 (0.269)] [data_t 0.009] [optim_t 0.241] [lr 0.000880] [CE 4.543 (4.054)] [KD 3.068 (2.716)] 2024-10-18 01:59:33,642 - Train: 64.06% [801350/1251000] [640.6/1000.0] [batch_t 0.234 (0.269)] [data_t 0.009] [optim_t 0.225] [lr 0.000880] [CE 4.187 (4.126)] [KD 2.556 (2.733)] 2024-10-18 01:59:46,658 - Train: 64.06% [801400/1251000] [640.6/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.225] [lr 0.000880] [CE 3.848 (4.057)] [KD 2.563 (2.680)] 2024-10-18 01:59:59,782 - Train: 64.06% [801450/1251000] [640.6/1000.0] [batch_t 0.297 (0.262)] [data_t 0.009] [optim_t 0.288] [lr 0.000880] [CE 4.302 (4.066)] [KD 2.665 (2.696)] 2024-10-18 02:00:11,899 - Train: 64.07% [801500/1251000] [640.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000880] [CE 4.102 (4.058)] [KD 2.629 (2.671)] 2024-10-18 02:00:24,179 - Train: 64.07% [801550/1251000] [640.7/1000.0] [batch_t 0.384 (0.245)] [data_t 0.009] [optim_t 0.376] [lr 0.000880] [CE 4.295 (4.029)] [KD 2.856 (2.702)] 2024-10-18 02:00:36,517 - Train: 64.08% [801600/1251000] [640.8/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000879] [CE 4.509 (4.121)] [KD 2.947 (2.712)] 2024-10-18 02:00:49,724 - Train: 64.08% [801650/1251000] [640.8/1000.0] [batch_t 0.234 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.000879] [CE 4.043 (4.078)] [KD 2.742 (2.667)] 2024-10-18 02:01:03,200 - Train: 64.08% [801700/1251000] [640.8/1000.0] [batch_t 0.240 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000879] [CE 4.228 (4.030)] [KD 2.725 (2.669)] 2024-10-18 02:01:16,383 - Train: 64.09% [801750/1251000] [640.9/1000.0] [batch_t 0.359 (0.264)] [data_t 0.009] [optim_t 0.350] [lr 0.000879] [CE 4.108 (4.058)] [KD 2.634 (2.720)] 2024-10-18 02:01:29,091 - Train: 64.09% [801800/1251000] [640.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000879] [CE 4.018 (4.130)] [KD 2.784 (2.750)] 2024-10-18 02:01:41,082 - Train: 64.10% [801850/1251000] [641.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000879] [CE 3.800 (4.095)] [KD 2.438 (2.705)] 2024-10-18 02:02:05,766 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.286)] [top1_cnt 39262] [top5_cnt 47201] [top_all 50000] 2024-10-18 02:02:05,767 - net: 78.524 (94.402) 2024-10-18 02:02:19,565 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.269)] [top1_cnt 40617] [top5_cnt 47803] [top_all 50000] 2024-10-18 02:02:19,565 - net_E: 81.234 (95.606) 2024-10-18 02:02:19,704 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 02:02:19,704 - ==> Total time: 2 days, 10:49:00 Eta: 1 day, 8:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:02:26,511 - Train: 64.10% [801900/1251000] [641.0/1000.0] [batch_t 0.235 (0.586)] [data_t 0.009] [optim_t 0.226] [lr 0.000878] [CE 4.225 (4.172)] [KD 2.732 (2.696)] 2024-10-18 02:02:38,740 - Train: 64.10% [801950/1251000] [641.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000878] [CE 4.033 (4.066)] [KD 2.562 (2.682)] 2024-10-18 02:02:51,983 - Train: 64.11% [802000/1251000] [641.1/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000878] [CE 3.605 (4.030)] [KD 2.327 (2.651)] 2024-10-18 02:03:03,916 - Train: 64.11% [802050/1251000] [641.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000878] [CE 3.625 (4.015)] [KD 2.393 (2.628)] 2024-10-18 02:03:17,830 - Train: 64.12% [802100/1251000] [641.2/1000.0] [batch_t 0.298 (0.278)] [data_t 0.009] [optim_t 0.289] [lr 0.000878] [CE 4.237 (4.091)] [KD 2.646 (2.664)] 2024-10-18 02:03:31,067 - Train: 64.12% [802150/1251000] [641.2/1000.0] [batch_t 0.270 (0.265)] [data_t 0.009] [optim_t 0.261] [lr 0.000878] [CE 4.336 (4.056)] [KD 2.799 (2.670)] 2024-10-18 02:03:44,442 - Train: 64.12% [802200/1251000] [641.2/1000.0] [batch_t 0.270 (0.267)] [data_t 0.009] [optim_t 0.261] [lr 0.000877] [CE 3.808 (4.096)] [KD 2.463 (2.708)] 2024-10-18 02:03:57,637 - Train: 64.13% [802250/1251000] [641.3/1000.0] [batch_t 0.260 (0.264)] [data_t 0.009] [optim_t 0.252] [lr 0.000877] [CE 4.532 (4.062)] [KD 2.970 (2.666)] 2024-10-18 02:04:10,403 - Train: 64.13% [802300/1251000] [641.3/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000877] [CE 3.904 (4.058)] [KD 2.520 (2.651)] 2024-10-18 02:04:22,733 - Train: 64.14% [802350/1251000] [641.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000877] [CE 4.282 (4.021)] [KD 2.766 (2.628)] 2024-10-18 02:04:35,952 - Train: 64.14% [802400/1251000] [641.4/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.000877] [CE 4.072 (4.078)] [KD 2.637 (2.715)] 2024-10-18 02:04:49,240 - Train: 64.14% [802450/1251000] [641.4/1000.0] [batch_t 0.272 (0.266)] [data_t 0.009] [optim_t 0.263] [lr 0.000877] [CE 4.012 (4.128)] [KD 2.628 (2.721)] 2024-10-18 02:05:02,677 - Train: 64.15% [802500/1251000] [641.5/1000.0] [batch_t 0.285 (0.269)] [data_t 0.062] [optim_t 0.223] [lr 0.000876] [CE 4.268 (4.039)] [KD 2.827 (2.663)] 2024-10-18 02:05:16,514 - Train: 64.15% [802550/1251000] [641.5/1000.0] [batch_t 0.258 (0.277)] [data_t 0.035] [optim_t 0.223] [lr 0.000876] [CE 3.829 (4.084)] [KD 2.704 (2.679)] 2024-10-18 02:05:29,937 - Train: 64.16% [802600/1251000] [641.6/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.228] [lr 0.000876] [CE 4.194 (4.073)] [KD 2.533 (2.721)] 2024-10-18 02:05:42,348 - Train: 64.16% [802650/1251000] [641.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000876] [CE 3.651 (4.068)] [KD 2.358 (2.705)] 2024-10-18 02:05:55,789 - Train: 64.16% [802700/1251000] [641.6/1000.0] [batch_t 0.278 (0.269)] [data_t 0.053] [optim_t 0.225] [lr 0.000876] [CE 4.042 (4.004)] [KD 2.547 (2.663)] 2024-10-18 02:06:09,569 - Train: 64.17% [802750/1251000] [641.7/1000.0] [batch_t 0.278 (0.275)] [data_t 0.048] [optim_t 0.230] [lr 0.000876] [CE 4.269 (4.135)] [KD 2.837 (2.682)] 2024-10-18 02:06:23,005 - Train: 64.17% [802800/1251000] [641.7/1000.0] [batch_t 0.296 (0.269)] [data_t 0.072] [optim_t 0.224] [lr 0.000875] [CE 4.455 (4.045)] [KD 2.739 (2.670)] 2024-10-18 02:06:36,278 - Train: 64.18% [802850/1251000] [641.8/1000.0] [batch_t 0.281 (0.265)] [data_t 0.054] [optim_t 0.227] [lr 0.000875] [CE 3.958 (4.079)] [KD 2.771 (2.716)] 2024-10-18 02:06:49,252 - Train: 64.18% [802900/1251000] [641.8/1000.0] [batch_t 0.234 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.000875] [CE 4.067 (4.000)] [KD 2.922 (2.656)] 2024-10-18 02:07:01,457 - Train: 64.18% [802950/1251000] [641.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000875] [CE 4.187 (4.010)] [KD 2.846 (2.686)] 2024-10-18 02:07:14,065 - Train: 64.19% [803000/1251000] [641.9/1000.0] [batch_t 0.322 (0.252)] [data_t 0.098] [optim_t 0.224] [lr 0.000875] [CE 3.793 (4.051)] [KD 2.546 (2.655)] 2024-10-18 02:07:27,622 - Train: 64.19% [803050/1251000] [641.9/1000.0] [batch_t 0.233 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.000875] [CE 4.279 (4.084)] [KD 2.895 (2.738)] 2024-10-18 02:07:41,078 - Train: 64.20% [803100/1251000] [642.0/1000.0] [batch_t 0.280 (0.269)] [data_t 0.056] [optim_t 0.223] [lr 0.000874] [CE 3.875 (4.050)] [KD 2.505 (2.705)] 2024-10-18 02:08:05,141 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.261)] [top1_cnt 39364] [top5_cnt 47258] [top_all 50000] 2024-10-18 02:08:05,142 - net: 78.728 (94.516) 2024-10-18 02:08:17,477 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40628] [top5_cnt 47811] [top_all 50000] 2024-10-18 02:08:17,477 - net_E: 81.256 (95.622) 2024-10-18 02:08:17,634 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 02:08:17,634 - ==> Total time: 2 days, 10:54:58 Eta: 1 day, 8:51:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:08:23,493 - Train: 64.20% [803150/1251000] [642.0/1000.0] [batch_t 0.235 (0.550)] [data_t 0.009] [optim_t 0.226] [lr 0.000874] [CE 3.966 (3.949)] [KD 2.648 (2.609)] 2024-10-18 02:08:35,786 - Train: 64.20% [803200/1251000] [642.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000874] [CE 3.830 (4.008)] [KD 2.354 (2.632)] 2024-10-18 02:08:48,353 - Train: 64.21% [803250/1251000] [642.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000874] [CE 3.615 (4.031)] [KD 2.358 (2.631)] 2024-10-18 02:09:01,617 - Train: 64.21% [803300/1251000] [642.1/1000.0] [batch_t 0.253 (0.265)] [data_t 0.009] [optim_t 0.243] [lr 0.000874] [CE 3.826 (4.081)] [KD 2.540 (2.678)] 2024-10-18 02:09:15,424 - Train: 64.22% [803350/1251000] [642.2/1000.0] [batch_t 0.282 (0.276)] [data_t 0.009] [optim_t 0.273] [lr 0.000874] [CE 4.238 (4.112)] [KD 2.733 (2.662)] 2024-10-18 02:09:29,248 - Train: 64.22% [803400/1251000] [642.2/1000.0] [batch_t 0.246 (0.276)] [data_t 0.009] [optim_t 0.237] [lr 0.000873] [CE 4.258 (4.041)] [KD 2.772 (2.642)] 2024-10-18 02:09:41,890 - Train: 64.22% [803450/1251000] [642.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000873] [CE 4.328 (4.012)] [KD 2.831 (2.658)] 2024-10-18 02:09:54,883 - Train: 64.23% [803500/1251000] [642.3/1000.0] [batch_t 0.267 (0.260)] [data_t 0.009] [optim_t 0.258] [lr 0.000873] [CE 4.238 (4.105)] [KD 2.629 (2.708)] 2024-10-18 02:10:08,941 - Train: 64.23% [803550/1251000] [642.3/1000.0] [batch_t 0.279 (0.281)] [data_t 0.009] [optim_t 0.270] [lr 0.000873] [CE 4.140 (4.016)] [KD 2.687 (2.667)] 2024-10-18 02:10:22,736 - Train: 64.24% [803600/1251000] [642.4/1000.0] [batch_t 0.255 (0.276)] [data_t 0.009] [optim_t 0.246] [lr 0.000873] [CE 3.927 (4.077)] [KD 2.511 (2.684)] 2024-10-18 02:10:36,909 - Train: 64.24% [803650/1251000] [642.4/1000.0] [batch_t 0.380 (0.283)] [data_t 0.073] [optim_t 0.307] [lr 0.000873] [CE 4.081 (4.087)] [KD 2.648 (2.681)] 2024-10-18 02:10:50,748 - Train: 64.24% [803700/1251000] [642.4/1000.0] [batch_t 0.235 (0.277)] [data_t 0.009] [optim_t 0.226] [lr 0.000872] [CE 4.275 (4.030)] [KD 2.687 (2.666)] 2024-10-18 02:11:02,660 - Train: 64.25% [803750/1251000] [642.5/1000.0] [batch_t 0.252 (0.238)] [data_t 0.026] [optim_t 0.226] [lr 0.000872] [CE 4.527 (4.102)] [KD 2.952 (2.681)] 2024-10-18 02:11:15,546 - Train: 64.25% [803800/1251000] [642.5/1000.0] [batch_t 0.280 (0.258)] [data_t 0.009] [optim_t 0.271] [lr 0.000872] [CE 3.986 (4.096)] [KD 2.557 (2.686)] 2024-10-18 02:11:29,430 - Train: 64.26% [803850/1251000] [642.6/1000.0] [batch_t 0.268 (0.278)] [data_t 0.009] [optim_t 0.259] [lr 0.000872] [CE 3.997 (4.116)] [KD 2.557 (2.727)] 2024-10-18 02:11:43,108 - Train: 64.26% [803900/1251000] [642.6/1000.0] [batch_t 0.274 (0.273)] [data_t 0.009] [optim_t 0.266] [lr 0.000872] [CE 3.807 (4.119)] [KD 2.538 (2.680)] 2024-10-18 02:11:56,679 - Train: 64.26% [803950/1251000] [642.6/1000.0] [batch_t 0.299 (0.271)] [data_t 0.009] [optim_t 0.290] [lr 0.000872] [CE 4.043 (4.109)] [KD 2.683 (2.711)] 2024-10-18 02:12:10,221 - Train: 64.27% [804000/1251000] [642.7/1000.0] [batch_t 0.246 (0.271)] [data_t 0.009] [optim_t 0.237] [lr 0.000871] [CE 4.569 (4.158)] [KD 2.976 (2.706)] 2024-10-18 02:12:22,632 - Train: 64.27% [804050/1251000] [642.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000871] [CE 4.161 (4.080)] [KD 2.625 (2.667)] 2024-10-18 02:12:34,487 - Train: 64.28% [804100/1251000] [642.8/1000.0] [batch_t 0.277 (0.237)] [data_t 0.009] [optim_t 0.268] [lr 0.000871] [CE 4.767 (4.103)] [KD 2.968 (2.691)] 2024-10-18 02:12:48,227 - Train: 64.28% [804150/1251000] [642.8/1000.0] [batch_t 0.276 (0.275)] [data_t 0.009] [optim_t 0.267] [lr 0.000871] [CE 4.581 (4.120)] [KD 2.928 (2.700)] 2024-10-18 02:13:02,076 - Train: 64.28% [804200/1251000] [642.8/1000.0] [batch_t 0.287 (0.277)] [data_t 0.009] [optim_t 0.278] [lr 0.000871] [CE 4.096 (4.065)] [KD 2.591 (2.704)] 2024-10-18 02:13:15,843 - Train: 64.29% [804250/1251000] [642.9/1000.0] [batch_t 0.263 (0.275)] [data_t 0.009] [optim_t 0.254] [lr 0.000871] [CE 4.628 (4.113)] [KD 2.952 (2.685)] 2024-10-18 02:13:29,419 - Train: 64.29% [804300/1251000] [642.9/1000.0] [batch_t 0.299 (0.271)] [data_t 0.009] [optim_t 0.290] [lr 0.000870] [CE 4.026 (4.114)] [KD 2.677 (2.661)] 2024-10-18 02:13:42,129 - Train: 64.30% [804350/1251000] [643.0/1000.0] [batch_t 0.355 (0.254)] [data_t 0.009] [optim_t 0.346] [lr 0.000870] [CE 3.743 (4.057)] [KD 2.634 (2.684)] 2024-10-18 02:14:06,922 - Test (net): 100.00% [50/50] [batch_t 0.098 (0.277)] [top1_cnt 39372] [top5_cnt 47211] [top_all 50000] 2024-10-18 02:14:06,923 - net: 78.744 (94.422) 2024-10-18 02:14:21,431 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.282)] [top1_cnt 40617] [top5_cnt 47831] [top_all 50000] 2024-10-18 02:14:21,432 - net_E: 81.234 (95.662) 2024-10-18 02:14:21,597 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 02:14:21,598 - ==> Total time: 2 days, 11:01:02 Eta: 1 day, 8:46:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:14:27,496 - Train: 64.30% [804400/1251000] [643.0/1000.0] [batch_t 0.235 (0.635)] [data_t 0.009] [optim_t 0.226] [lr 0.000870] [CE 4.006 (4.014)] [KD 2.710 (2.622)] 2024-10-18 02:14:39,648 - Train: 64.30% [804450/1251000] [643.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000870] [CE 3.469 (4.005)] [KD 2.313 (2.619)] 2024-10-18 02:14:52,456 - Train: 64.31% [804500/1251000] [643.1/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000870] [CE 4.536 (4.075)] [KD 2.942 (2.663)] 2024-10-18 02:15:04,533 - Train: 64.31% [804550/1251000] [643.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000870] [CE 4.192 (4.064)] [KD 2.687 (2.690)] 2024-10-18 02:15:16,545 - Train: 64.32% [804600/1251000] [643.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000869] [CE 4.198 (4.120)] [KD 2.735 (2.640)] 2024-10-18 02:15:29,497 - Train: 64.32% [804650/1251000] [643.2/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.000869] [CE 4.081 (4.111)] [KD 2.732 (2.660)] 2024-10-18 02:15:43,009 - Train: 64.32% [804700/1251000] [643.2/1000.0] [batch_t 0.257 (0.270)] [data_t 0.009] [optim_t 0.248] [lr 0.000869] [CE 4.127 (4.025)] [KD 2.666 (2.616)] 2024-10-18 02:15:56,459 - Train: 64.33% [804750/1251000] [643.3/1000.0] [batch_t 0.240 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000869] [CE 4.021 (4.087)] [KD 2.634 (2.691)] 2024-10-18 02:16:10,048 - Train: 64.33% [804800/1251000] [643.3/1000.0] [batch_t 0.270 (0.272)] [data_t 0.009] [optim_t 0.261] [lr 0.000869] [CE 4.245 (4.062)] [KD 2.695 (2.625)] 2024-10-18 02:16:22,602 - Train: 64.34% [804850/1251000] [643.4/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000869] [CE 4.157 (4.072)] [KD 2.759 (2.662)] 2024-10-18 02:16:35,025 - Train: 64.34% [804900/1251000] [643.4/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000868] [CE 4.058 (3.998)] [KD 2.635 (2.605)] 2024-10-18 02:16:48,135 - Train: 64.34% [804950/1251000] [643.4/1000.0] [batch_t 0.290 (0.262)] [data_t 0.009] [optim_t 0.281] [lr 0.000868] [CE 4.050 (4.026)] [KD 2.576 (2.620)] 2024-10-18 02:17:01,398 - Train: 64.35% [805000/1251000] [643.5/1000.0] [batch_t 0.284 (0.265)] [data_t 0.009] [optim_t 0.276] [lr 0.000868] [CE 4.081 (4.016)] [KD 2.657 (2.621)] 2024-10-18 02:17:15,036 - Train: 64.35% [805050/1251000] [643.5/1000.0] [batch_t 0.276 (0.273)] [data_t 0.009] [optim_t 0.267] [lr 0.000868] [CE 3.888 (4.059)] [KD 2.762 (2.672)] 2024-10-18 02:17:28,683 - Train: 64.36% [805100/1251000] [643.6/1000.0] [batch_t 0.239 (0.273)] [data_t 0.009] [optim_t 0.230] [lr 0.000868] [CE 3.943 (4.084)] [KD 2.662 (2.666)] 2024-10-18 02:17:41,423 - Train: 64.36% [805150/1251000] [643.6/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.000868] [CE 3.986 (4.093)] [KD 2.666 (2.681)] 2024-10-18 02:17:53,538 - Train: 64.36% [805200/1251000] [643.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000867] [CE 3.729 (4.143)] [KD 2.551 (2.743)] 2024-10-18 02:18:06,820 - Train: 64.37% [805250/1251000] [643.7/1000.0] [batch_t 0.241 (0.266)] [data_t 0.009] [optim_t 0.232] [lr 0.000867] [CE 4.559 (4.121)] [KD 2.888 (2.718)] 2024-10-18 02:18:20,328 - Train: 64.37% [805300/1251000] [643.7/1000.0] [batch_t 0.268 (0.270)] [data_t 0.009] [optim_t 0.259] [lr 0.000867] [CE 3.620 (4.086)] [KD 2.452 (2.662)] 2024-10-18 02:18:33,991 - Train: 64.38% [805350/1251000] [643.8/1000.0] [batch_t 0.284 (0.273)] [data_t 0.009] [optim_t 0.275] [lr 0.000867] [CE 4.021 (4.068)] [KD 2.676 (2.684)] 2024-10-18 02:18:47,700 - Train: 64.38% [805400/1251000] [643.8/1000.0] [batch_t 0.282 (0.274)] [data_t 0.009] [optim_t 0.273] [lr 0.000867] [CE 4.026 (4.112)] [KD 2.754 (2.698)] 2024-10-18 02:19:00,620 - Train: 64.38% [805450/1251000] [643.8/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.233] [lr 0.000867] [CE 4.309 (3.987)] [KD 2.861 (2.652)] 2024-10-18 02:19:13,143 - Train: 64.39% [805500/1251000] [643.9/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000866] [CE 3.920 (3.987)] [KD 2.653 (2.642)] 2024-10-18 02:19:25,508 - Train: 64.39% [805550/1251000] [643.9/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.000866] [CE 3.601 (4.104)] [KD 2.347 (2.675)] 2024-10-18 02:19:38,406 - Train: 64.40% [805600/1251000] [644.0/1000.0] [batch_t 0.280 (0.258)] [data_t 0.009] [optim_t 0.272] [lr 0.000866] [CE 4.296 (4.163)] [KD 2.631 (2.740)] 2024-10-18 02:20:04,173 - Test (net): 100.00% [50/50] [batch_t 0.109 (0.282)] [top1_cnt 39340] [top5_cnt 47260] [top_all 50000] 2024-10-18 02:20:04,174 - net: 78.680 (94.520) 2024-10-18 02:20:18,528 - Test (net_E): 100.00% [50/50] [batch_t 0.085 (0.279)] [top1_cnt 40630] [top5_cnt 47808] [top_all 50000] 2024-10-18 02:20:18,529 - net_E: 81.260 (95.616) 2024-10-18 02:20:18,709 - Max [top1: 78.962 (epoch: 639)] [top1-ema: 81.264 (epoch: 636)] 2024-10-18 02:20:18,709 - ==> Total time: 2 days, 11:06:59 Eta: 1 day, 8:40:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:20:24,102 - Train: 64.40% [805650/1251000] [644.0/1000.0] [batch_t 0.236 (0.660)] [data_t 0.009] [optim_t 0.227] [lr 0.000866] [CE 3.914 (4.254)] [KD 2.573 (2.723)] 2024-10-18 02:20:36,394 - Train: 64.40% [805700/1251000] [644.0/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000866] [CE 3.428 (4.080)] [KD 2.245 (2.658)] 2024-10-18 02:20:48,580 - Train: 64.41% [805750/1251000] [644.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000866] [CE 4.031 (4.056)] [KD 2.646 (2.649)] 2024-10-18 02:21:02,352 - Train: 64.41% [805800/1251000] [644.1/1000.0] [batch_t 0.295 (0.275)] [data_t 0.009] [optim_t 0.286] [lr 0.000865] [CE 3.408 (4.022)] [KD 2.356 (2.639)] 2024-10-18 02:21:16,090 - Train: 64.42% [805850/1251000] [644.2/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.273] [lr 0.000865] [CE 4.590 (4.097)] [KD 2.845 (2.682)] 2024-10-18 02:21:29,939 - Train: 64.42% [805900/1251000] [644.2/1000.0] [batch_t 0.259 (0.277)] [data_t 0.009] [optim_t 0.250] [lr 0.000865] [CE 3.955 (4.091)] [KD 2.567 (2.687)] 2024-10-18 02:21:42,891 - Train: 64.42% [805950/1251000] [644.2/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000865] [CE 3.195 (4.038)] [KD 2.219 (2.647)] 2024-10-18 02:21:55,106 - Train: 64.43% [806000/1251000] [644.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000865] [CE 3.882 (4.073)] [KD 2.512 (2.677)] 2024-10-18 02:22:08,172 - Train: 64.43% [806050/1251000] [644.3/1000.0] [batch_t 0.278 (0.261)] [data_t 0.009] [optim_t 0.269] [lr 0.000865] [CE 4.388 (4.049)] [KD 2.933 (2.627)] 2024-10-18 02:22:21,770 - Train: 64.44% [806100/1251000] [644.4/1000.0] [batch_t 0.246 (0.272)] [data_t 0.009] [optim_t 0.237] [lr 0.000864] [CE 3.772 (3.977)] [KD 2.659 (2.628)] 2024-10-18 02:22:35,396 - Train: 64.44% [806150/1251000] [644.4/1000.0] [batch_t 0.273 (0.272)] [data_t 0.009] [optim_t 0.264] [lr 0.000864] [CE 4.268 (3.986)] [KD 2.925 (2.685)] 2024-10-18 02:22:48,949 - Train: 64.44% [806200/1251000] [644.4/1000.0] [batch_t 0.242 (0.271)] [data_t 0.009] [optim_t 0.233] [lr 0.000864] [CE 3.965 (4.054)] [KD 2.594 (2.644)] 2024-10-18 02:23:01,965 - Train: 64.45% [806250/1251000] [644.5/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.000864] [CE 3.353 (4.081)] [KD 2.278 (2.680)] 2024-10-18 02:23:14,637 - Train: 64.45% [806300/1251000] [644.5/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000864] [CE 3.697 (4.020)] [KD 2.510 (2.675)] 2024-10-18 02:23:27,837 - Train: 64.46% [806350/1251000] [644.6/1000.0] [batch_t 0.282 (0.264)] [data_t 0.058] [optim_t 0.224] [lr 0.000864] [CE 4.826 (4.097)] [KD 3.030 (2.709)] 2024-10-18 02:23:41,683 - Train: 64.46% [806400/1251000] [644.6/1000.0] [batch_t 0.238 (0.277)] [data_t 0.009] [optim_t 0.229] [lr 0.000863] [CE 3.947 (4.087)] [KD 2.632 (2.683)] 2024-10-18 02:23:55,092 - Train: 64.46% [806450/1251000] [644.6/1000.0] [batch_t 0.269 (0.268)] [data_t 0.041] [optim_t 0.227] [lr 0.000863] [CE 4.319 (4.106)] [KD 2.882 (2.727)] 2024-10-18 02:24:08,648 - Train: 64.47% [806500/1251000] [644.7/1000.0] [batch_t 0.272 (0.271)] [data_t 0.047] [optim_t 0.225] [lr 0.000863] [CE 3.901 (4.114)] [KD 2.811 (2.722)] 2024-10-18 02:24:22,073 - Train: 64.47% [806550/1251000] [644.7/1000.0] [batch_t 0.239 (0.268)] [data_t 0.011] [optim_t 0.228] [lr 0.000863] [CE 3.940 (4.051)] [KD 2.598 (2.670)] 2024-10-18 02:24:34,596 - Train: 64.48% [806600/1251000] [644.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000863] [CE 4.025 (4.107)] [KD 2.505 (2.696)] 2024-10-18 02:24:47,707 - Train: 64.48% [806650/1251000] [644.8/1000.0] [batch_t 0.275 (0.262)] [data_t 0.051] [optim_t 0.224] [lr 0.000863] [CE 4.003 (4.064)] [KD 2.677 (2.698)] 2024-10-18 02:25:01,704 - Train: 64.48% [806700/1251000] [644.8/1000.0] [batch_t 0.284 (0.280)] [data_t 0.009] [optim_t 0.275] [lr 0.000862] [CE 3.463 (4.116)] [KD 2.562 (2.690)] 2024-10-18 02:25:15,490 - Train: 64.49% [806750/1251000] [644.9/1000.0] [batch_t 0.289 (0.276)] [data_t 0.009] [optim_t 0.281] [lr 0.000862] [CE 3.981 (4.025)] [KD 2.475 (2.674)] 2024-10-18 02:25:29,172 - Train: 64.49% [806800/1251000] [644.9/1000.0] [batch_t 0.256 (0.274)] [data_t 0.009] [optim_t 0.247] [lr 0.000862] [CE 4.311 (4.108)] [KD 2.645 (2.682)] 2024-10-18 02:25:42,604 - Train: 64.50% [806850/1251000] [645.0/1000.0] [batch_t 0.242 (0.269)] [data_t 0.009] [optim_t 0.233] [lr 0.000862] [CE 4.186 (4.129)] [KD 2.782 (2.684)] 2024-10-18 02:26:06,577 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.257)] [top1_cnt 39638] [top5_cnt 47286] [top_all 50000] 2024-10-18 02:26:06,578 - net: 79.276 (94.572) 2024-10-18 02:26:21,173 - Test (net_E): 100.00% [50/50] [batch_t 0.117 (0.283)] [top1_cnt 40673] [top5_cnt 47813] [top_all 50000] 2024-10-18 02:26:21,174 - net_E: 81.346 (95.626) 2024-10-18 02:26:21,334 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.346 (epoch: 645)] 2024-10-18 02:26:21,335 - ==> Total time: 2 days, 11:13:01 Eta: 1 day, 8:35:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:26:31,077 - Train: 64.50% [806900/1251000] [645.0/1000.0] [batch_t 0.233 (0.553)] [data_t 0.009] [optim_t 0.224] [lr 0.000862] [CE 4.078 (3.920)] [KD 2.717 (2.528)] 2024-10-18 02:26:43,661 - Train: 64.50% [806950/1251000] [645.0/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000862] [CE 4.167 (4.064)] [KD 2.659 (2.652)] 2024-10-18 02:26:56,026 - Train: 64.51% [807000/1251000] [645.1/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000861] [CE 4.076 (4.102)] [KD 2.833 (2.682)] 2024-10-18 02:27:08,443 - Train: 64.51% [807050/1251000] [645.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000861] [CE 3.894 (4.049)] [KD 2.422 (2.616)] 2024-10-18 02:27:20,297 - Train: 64.52% [807100/1251000] [645.2/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000861] [CE 3.888 (4.048)] [KD 2.563 (2.646)] 2024-10-18 02:27:33,959 - Train: 64.52% [807150/1251000] [645.2/1000.0] [batch_t 0.277 (0.273)] [data_t 0.009] [optim_t 0.268] [lr 0.000861] [CE 3.956 (4.000)] [KD 2.530 (2.621)] 2024-10-18 02:27:47,685 - Train: 64.52% [807200/1251000] [645.2/1000.0] [batch_t 0.283 (0.274)] [data_t 0.009] [optim_t 0.274] [lr 0.000861] [CE 3.601 (4.022)] [KD 2.526 (2.665)] 2024-10-18 02:28:01,560 - Train: 64.53% [807250/1251000] [645.3/1000.0] [batch_t 0.279 (0.277)] [data_t 0.009] [optim_t 0.270] [lr 0.000861] [CE 4.244 (4.042)] [KD 2.733 (2.652)] 2024-10-18 02:28:15,471 - Train: 64.53% [807300/1251000] [645.3/1000.0] [batch_t 0.294 (0.278)] [data_t 0.009] [optim_t 0.285] [lr 0.000860] [CE 4.247 (4.007)] [KD 2.894 (2.659)] 2024-10-18 02:28:28,582 - Train: 64.54% [807350/1251000] [645.4/1000.0] [batch_t 0.240 (0.262)] [data_t 0.009] [optim_t 0.231] [lr 0.000860] [CE 4.126 (4.060)] [KD 2.589 (2.676)] 2024-10-18 02:28:41,078 - Train: 64.54% [807400/1251000] [645.4/1000.0] [batch_t 0.277 (0.250)] [data_t 0.009] [optim_t 0.268] [lr 0.000860] [CE 4.261 (4.054)] [KD 2.634 (2.643)] 2024-10-18 02:28:54,742 - Train: 64.54% [807450/1251000] [645.4/1000.0] [batch_t 0.264 (0.273)] [data_t 0.009] [optim_t 0.255] [lr 0.000860] [CE 4.314 (4.066)] [KD 2.758 (2.710)] 2024-10-18 02:29:08,727 - Train: 64.55% [807500/1251000] [645.5/1000.0] [batch_t 0.234 (0.280)] [data_t 0.009] [optim_t 0.224] [lr 0.000860] [CE 4.058 (4.105)] [KD 2.684 (2.687)] 2024-10-18 02:29:22,394 - Train: 64.55% [807550/1251000] [645.5/1000.0] [batch_t 0.251 (0.273)] [data_t 0.009] [optim_t 0.242] [lr 0.000860] [CE 4.036 (4.051)] [KD 2.684 (2.646)] 2024-10-18 02:29:36,535 - Train: 64.56% [807600/1251000] [645.6/1000.0] [batch_t 0.255 (0.283)] [data_t 0.009] [optim_t 0.246] [lr 0.000859] [CE 3.965 (4.048)] [KD 2.511 (2.654)] 2024-10-18 02:29:49,767 - Train: 64.56% [807650/1251000] [645.6/1000.0] [batch_t 0.268 (0.265)] [data_t 0.009] [optim_t 0.259] [lr 0.000859] [CE 3.727 (4.030)] [KD 2.452 (2.634)] 2024-10-18 02:30:02,082 - Train: 64.56% [807700/1251000] [645.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000859] [CE 3.578 (3.979)] [KD 2.442 (2.614)] 2024-10-18 02:30:15,338 - Train: 64.57% [807750/1251000] [645.7/1000.0] [batch_t 0.307 (0.265)] [data_t 0.009] [optim_t 0.298] [lr 0.000859] [CE 4.026 (4.062)] [KD 2.725 (2.610)] 2024-10-18 02:30:29,382 - Train: 64.57% [807800/1251000] [645.7/1000.0] [batch_t 0.266 (0.281)] [data_t 0.009] [optim_t 0.257] [lr 0.000859] [CE 4.231 (4.051)] [KD 2.613 (2.660)] 2024-10-18 02:30:43,615 - Train: 64.58% [807850/1251000] [645.8/1000.0] [batch_t 0.250 (0.285)] [data_t 0.009] [optim_t 0.241] [lr 0.000858] [CE 4.483 (4.120)] [KD 3.007 (2.703)] 2024-10-18 02:30:57,834 - Train: 64.58% [807900/1251000] [645.8/1000.0] [batch_t 0.278 (0.284)] [data_t 0.009] [optim_t 0.269] [lr 0.000858] [CE 4.593 (4.140)] [KD 2.960 (2.691)] 2024-10-18 02:31:11,231 - Train: 64.58% [807950/1251000] [645.8/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.000858] [CE 4.165 (4.081)] [KD 2.682 (2.650)] 2024-10-18 02:31:23,440 - Train: 64.59% [808000/1251000] [645.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000858] [CE 4.513 (4.063)] [KD 2.969 (2.649)] 2024-10-18 02:31:36,527 - Train: 64.59% [808050/1251000] [645.9/1000.0] [batch_t 0.272 (0.262)] [data_t 0.009] [optim_t 0.263] [lr 0.000858] [CE 4.287 (4.108)] [KD 2.892 (2.709)] 2024-10-18 02:31:50,405 - Train: 64.60% [808100/1251000] [646.0/1000.0] [batch_t 0.266 (0.277)] [data_t 0.009] [optim_t 0.258] [lr 0.000858] [CE 3.773 (4.035)] [KD 2.567 (2.658)] 2024-10-18 02:32:17,186 - Test (net): 100.00% [50/50] [batch_t 0.110 (0.280)] [top1_cnt 39351] [top5_cnt 47261] [top_all 50000] 2024-10-18 02:32:17,186 - net: 78.702 (94.522) 2024-10-18 02:32:30,507 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.258)] [top1_cnt 40694] [top5_cnt 47812] [top_all 50000] 2024-10-18 02:32:30,507 - net_E: 81.388 (95.624) 2024-10-18 02:32:30,649 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.388 (epoch: 646)] 2024-10-18 02:32:30,650 - ==> Total time: 2 days, 11:19:11 Eta: 1 day, 8:30:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:32:36,931 - Train: 64.60% [808150/1251000] [646.0/1000.0] [batch_t 0.237 (0.449)] [data_t 0.009] [optim_t 0.228] [lr 0.000857] [CE 3.981 (4.242)] [KD 2.752 (2.805)] 2024-10-18 02:32:49,211 - Train: 64.60% [808200/1251000] [646.0/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000857] [CE 3.852 (4.019)] [KD 2.473 (2.658)] 2024-10-18 02:33:01,380 - Train: 64.61% [808250/1251000] [646.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000857] [CE 4.404 (4.122)] [KD 2.870 (2.678)] 2024-10-18 02:33:14,325 - Train: 64.61% [808300/1251000] [646.1/1000.0] [batch_t 0.240 (0.259)] [data_t 0.009] [optim_t 0.231] [lr 0.000857] [CE 4.152 (4.050)] [KD 2.778 (2.668)] 2024-10-18 02:33:27,385 - Train: 64.62% [808350/1251000] [646.2/1000.0] [batch_t 0.284 (0.261)] [data_t 0.009] [optim_t 0.275] [lr 0.000857] [CE 3.885 (4.009)] [KD 2.622 (2.623)] 2024-10-18 02:33:40,925 - Train: 64.62% [808400/1251000] [646.2/1000.0] [batch_t 0.282 (0.271)] [data_t 0.009] [optim_t 0.273] [lr 0.000857] [CE 4.119 (4.072)] [KD 2.720 (2.628)] 2024-10-18 02:33:54,093 - Train: 64.62% [808450/1251000] [646.2/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000856] [CE 4.191 (4.096)] [KD 2.799 (2.670)] 2024-10-18 02:34:06,464 - Train: 64.63% [808500/1251000] [646.3/1000.0] [batch_t 0.377 (0.247)] [data_t 0.009] [optim_t 0.368] [lr 0.000856] [CE 2.984 (3.977)] [KD 2.179 (2.606)] 2024-10-18 02:34:18,849 - Train: 64.63% [808550/1251000] [646.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000856] [CE 3.722 (4.031)] [KD 2.487 (2.652)] 2024-10-18 02:34:32,206 - Train: 64.64% [808600/1251000] [646.4/1000.0] [batch_t 0.280 (0.267)] [data_t 0.009] [optim_t 0.271] [lr 0.000856] [CE 3.681 (3.970)] [KD 2.300 (2.621)] 2024-10-18 02:34:45,805 - Train: 64.64% [808650/1251000] [646.4/1000.0] [batch_t 0.241 (0.272)] [data_t 0.009] [optim_t 0.232] [lr 0.000856] [CE 4.218 (4.079)] [KD 2.942 (2.682)] 2024-10-18 02:34:59,275 - Train: 64.64% [808700/1251000] [646.4/1000.0] [batch_t 0.268 (0.269)] [data_t 0.009] [optim_t 0.260] [lr 0.000856] [CE 3.562 (4.075)] [KD 2.422 (2.673)] 2024-10-18 02:35:12,613 - Train: 64.65% [808750/1251000] [646.5/1000.0] [batch_t 0.248 (0.267)] [data_t 0.009] [optim_t 0.239] [lr 0.000855] [CE 3.801 (4.094)] [KD 2.504 (2.646)] 2024-10-18 02:35:24,709 - Train: 64.65% [808800/1251000] [646.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000855] [CE 4.173 (4.091)] [KD 2.626 (2.690)] 2024-10-18 02:35:36,914 - Train: 64.66% [808850/1251000] [646.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000855] [CE 3.553 (4.068)] [KD 2.297 (2.649)] 2024-10-18 02:35:50,331 - Train: 64.66% [808900/1251000] [646.6/1000.0] [batch_t 0.241 (0.268)] [data_t 0.009] [optim_t 0.232] [lr 0.000855] [CE 4.341 (4.104)] [KD 2.884 (2.705)] 2024-10-18 02:36:03,572 - Train: 64.66% [808950/1251000] [646.6/1000.0] [batch_t 0.256 (0.265)] [data_t 0.009] [optim_t 0.247] [lr 0.000855] [CE 4.363 (4.094)] [KD 2.706 (2.701)] 2024-10-18 02:36:17,005 - Train: 64.67% [809000/1251000] [646.7/1000.0] [batch_t 0.242 (0.269)] [data_t 0.009] [optim_t 0.233] [lr 0.000855] [CE 3.685 (4.002)] [KD 2.414 (2.618)] 2024-10-18 02:36:30,510 - Train: 64.67% [809050/1251000] [646.7/1000.0] [batch_t 0.283 (0.270)] [data_t 0.009] [optim_t 0.273] [lr 0.000854] [CE 3.666 (4.048)] [KD 2.445 (2.645)] 2024-10-18 02:36:42,786 - Train: 64.68% [809100/1251000] [646.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000854] [CE 4.258 (4.104)] [KD 2.675 (2.642)] 2024-10-18 02:36:55,365 - Train: 64.68% [809150/1251000] [646.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000854] [CE 3.844 (4.054)] [KD 2.397 (2.614)] 2024-10-18 02:37:08,507 - Train: 64.68% [809200/1251000] [646.8/1000.0] [batch_t 0.241 (0.263)] [data_t 0.009] [optim_t 0.232] [lr 0.000854] [CE 4.158 (4.067)] [KD 2.639 (2.582)] 2024-10-18 02:37:21,954 - Train: 64.69% [809250/1251000] [646.9/1000.0] [batch_t 0.242 (0.269)] [data_t 0.009] [optim_t 0.233] [lr 0.000854] [CE 4.039 (4.070)] [KD 2.733 (2.662)] 2024-10-18 02:37:35,699 - Train: 64.69% [809300/1251000] [646.9/1000.0] [batch_t 0.240 (0.275)] [data_t 0.009] [optim_t 0.231] [lr 0.000854] [CE 3.792 (4.115)] [KD 2.715 (2.702)] 2024-10-18 02:37:49,029 - Train: 64.70% [809350/1251000] [647.0/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000853] [CE 4.422 (4.071)] [KD 2.832 (2.669)] 2024-10-18 02:38:13,536 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 39335] [top5_cnt 47266] [top_all 50000] 2024-10-18 02:38:13,537 - net: 78.670 (94.532) 2024-10-18 02:38:27,681 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.276)] [top1_cnt 40673] [top5_cnt 47806] [top_all 50000] 2024-10-18 02:38:27,681 - net_E: 81.346 (95.612) 2024-10-18 02:38:27,805 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.388 (epoch: 646)] 2024-10-18 02:38:27,806 - ==> Total time: 2 days, 11:25:08 Eta: 1 day, 8:25:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:38:32,863 - Train: 64.70% [809400/1251000] [647.0/1000.0] [batch_t 0.235 (1.230)] [data_t 0.009] [optim_t 0.226] [lr 0.000853] [CE 3.828 (3.830)] [KD 2.601 (2.475)] 2024-10-18 02:38:45,172 - Train: 64.70% [809450/1251000] [647.0/1000.0] [batch_t 0.258 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.000853] [CE 3.776 (4.042)] [KD 2.648 (2.601)] 2024-10-18 02:38:58,682 - Train: 64.71% [809500/1251000] [647.1/1000.0] [batch_t 0.281 (0.270)] [data_t 0.009] [optim_t 0.272] [lr 0.000853] [CE 4.169 (4.066)] [KD 2.784 (2.642)] 2024-10-18 02:39:12,096 - Train: 64.71% [809550/1251000] [647.1/1000.0] [batch_t 0.234 (0.268)] [data_t 0.009] [optim_t 0.225] [lr 0.000853] [CE 4.450 (4.060)] [KD 2.945 (2.613)] 2024-10-18 02:39:24,743 - Train: 64.72% [809600/1251000] [647.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000853] [CE 3.686 (4.083)] [KD 2.474 (2.663)] 2024-10-18 02:39:37,090 - Train: 64.72% [809650/1251000] [647.2/1000.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.000852] [CE 4.038 (4.053)] [KD 2.742 (2.656)] 2024-10-18 02:39:50,219 - Train: 64.72% [809700/1251000] [647.2/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.226] [lr 0.000852] [CE 4.019 (4.057)] [KD 2.676 (2.646)] 2024-10-18 02:40:03,315 - Train: 64.73% [809750/1251000] [647.3/1000.0] [batch_t 0.238 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.000852] [CE 3.478 (4.003)] [KD 2.294 (2.633)] 2024-10-18 02:40:16,724 - Train: 64.73% [809800/1251000] [647.3/1000.0] [batch_t 0.312 (0.268)] [data_t 0.009] [optim_t 0.303] [lr 0.000852] [CE 3.942 (4.105)] [KD 2.495 (2.658)] 2024-10-18 02:40:30,370 - Train: 64.74% [809850/1251000] [647.4/1000.0] [batch_t 0.380 (0.273)] [data_t 0.009] [optim_t 0.371] [lr 0.000852] [CE 3.757 (4.075)] [KD 2.323 (2.664)] 2024-10-18 02:40:43,130 - Train: 64.74% [809900/1251000] [647.4/1000.0] [batch_t 0.391 (0.255)] [data_t 0.009] [optim_t 0.382] [lr 0.000852] [CE 4.379 (3.971)] [KD 2.856 (2.621)] 2024-10-18 02:40:55,530 - Train: 64.74% [809950/1251000] [647.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000851] [CE 3.595 (4.035)] [KD 2.366 (2.683)] 2024-10-18 02:41:08,287 - Train: 64.75% [810000/1251000] [647.5/1000.0] [batch_t 0.307 (0.255)] [data_t 0.009] [optim_t 0.298] [lr 0.000851] [CE 3.838 (4.091)] [KD 2.538 (2.696)] 2024-10-18 02:41:21,634 - Train: 64.75% [810050/1251000] [647.5/1000.0] [batch_t 0.264 (0.267)] [data_t 0.009] [optim_t 0.255] [lr 0.000851] [CE 4.076 (4.127)] [KD 2.950 (2.685)] 2024-10-18 02:41:34,878 - Train: 64.76% [810100/1251000] [647.6/1000.0] [batch_t 0.272 (0.265)] [data_t 0.009] [optim_t 0.263] [lr 0.000851] [CE 4.062 (4.126)] [KD 2.625 (2.698)] 2024-10-18 02:41:47,925 - Train: 64.76% [810150/1251000] [647.6/1000.0] [batch_t 0.255 (0.261)] [data_t 0.009] [optim_t 0.246] [lr 0.000851] [CE 4.201 (4.094)] [KD 2.632 (2.683)] 2024-10-18 02:42:01,079 - Train: 64.76% [810200/1251000] [647.6/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.000851] [CE 3.649 (4.048)] [KD 2.348 (2.658)] 2024-10-18 02:42:13,224 - Train: 64.77% [810250/1251000] [647.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000850] [CE 3.821 (4.015)] [KD 2.616 (2.629)] 2024-10-18 02:42:25,723 - Train: 64.77% [810300/1251000] [647.7/1000.0] [batch_t 0.280 (0.250)] [data_t 0.009] [optim_t 0.271] [lr 0.000850] [CE 3.759 (4.144)] [KD 2.602 (2.697)] 2024-10-18 02:42:38,843 - Train: 64.78% [810350/1251000] [647.8/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.000850] [CE 4.269 (4.070)] [KD 2.663 (2.647)] 2024-10-18 02:42:52,000 - Train: 64.78% [810400/1251000] [647.8/1000.0] [batch_t 0.254 (0.263)] [data_t 0.009] [optim_t 0.245] [lr 0.000850] [CE 4.114 (4.157)] [KD 2.771 (2.745)] 2024-10-18 02:43:05,470 - Train: 64.78% [810450/1251000] [647.8/1000.0] [batch_t 0.371 (0.269)] [data_t 0.009] [optim_t 0.362] [lr 0.000850] [CE 3.576 (4.053)] [KD 2.403 (2.654)] 2024-10-18 02:43:18,636 - Train: 64.79% [810500/1251000] [647.9/1000.0] [batch_t 0.267 (0.263)] [data_t 0.009] [optim_t 0.258] [lr 0.000850] [CE 3.997 (4.050)] [KD 2.406 (2.661)] 2024-10-18 02:43:30,806 - Train: 64.79% [810550/1251000] [647.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000849] [CE 4.036 (4.030)] [KD 2.627 (2.614)] 2024-10-18 02:43:42,862 - Train: 64.80% [810600/1251000] [648.0/1000.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.260] [lr 0.000849] [CE 4.113 (4.078)] [KD 2.712 (2.613)] 2024-10-18 02:44:08,971 - Test (net): 100.00% [50/50] [batch_t 0.105 (0.276)] [top1_cnt 39300] [top5_cnt 47243] [top_all 50000] 2024-10-18 02:44:08,971 - net: 78.600 (94.486) 2024-10-18 02:44:23,231 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.279)] [top1_cnt 40689] [top5_cnt 47794] [top_all 50000] 2024-10-18 02:44:23,231 - net_E: 81.378 (95.588) 2024-10-18 02:44:23,352 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.388 (epoch: 646)] 2024-10-18 02:44:23,353 - ==> Total time: 2 days, 11:31:03 Eta: 1 day, 8:19:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:44:28,193 - Train: 64.80% [810650/1251000] [648.0/1000.0] [batch_t 0.310 (1.793)] [data_t 0.009] [optim_t 0.301] [lr 0.000849] [CE 4.339 (4.220)] [KD 2.738 (2.684)] 2024-10-18 02:44:40,681 - Train: 64.80% [810700/1251000] [648.0/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000849] [CE 4.219 (4.025)] [KD 2.967 (2.645)] 2024-10-18 02:44:52,692 - Train: 64.81% [810750/1251000] [648.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000849] [CE 3.807 (4.006)] [KD 2.498 (2.588)] 2024-10-18 02:45:05,170 - Train: 64.81% [810800/1251000] [648.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000849] [CE 3.990 (4.076)] [KD 2.529 (2.653)] 2024-10-18 02:45:18,860 - Train: 64.82% [810850/1251000] [648.2/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000848] [CE 4.331 (4.102)] [KD 2.736 (2.695)] 2024-10-18 02:45:32,281 - Train: 64.82% [810900/1251000] [648.2/1000.0] [batch_t 0.274 (0.268)] [data_t 0.009] [optim_t 0.266] [lr 0.000848] [CE 3.981 (4.092)] [KD 2.512 (2.696)] 2024-10-18 02:45:45,871 - Train: 64.82% [810950/1251000] [648.2/1000.0] [batch_t 0.234 (0.272)] [data_t 0.009] [optim_t 0.225] [lr 0.000848] [CE 3.866 (4.027)] [KD 2.538 (2.670)] 2024-10-18 02:45:59,608 - Train: 64.83% [811000/1251000] [648.3/1000.0] [batch_t 0.237 (0.275)] [data_t 0.009] [optim_t 0.228] [lr 0.000848] [CE 4.574 (4.100)] [KD 3.048 (2.701)] 2024-10-18 02:46:12,096 - Train: 64.83% [811050/1251000] [648.3/1000.0] [batch_t 0.265 (0.250)] [data_t 0.009] [optim_t 0.256] [lr 0.000848] [CE 4.427 (4.144)] [KD 2.743 (2.750)] 2024-10-18 02:46:24,868 - Train: 64.84% [811100/1251000] [648.4/1000.0] [batch_t 0.274 (0.255)] [data_t 0.009] [optim_t 0.265] [lr 0.000848] [CE 4.161 (4.039)] [KD 2.800 (2.644)] 2024-10-18 02:46:38,323 - Train: 64.84% [811150/1251000] [648.4/1000.0] [batch_t 0.250 (0.269)] [data_t 0.009] [optim_t 0.241] [lr 0.000847] [CE 4.119 (4.079)] [KD 2.606 (2.620)] 2024-10-18 02:46:51,850 - Train: 64.84% [811200/1251000] [648.4/1000.0] [batch_t 0.264 (0.270)] [data_t 0.009] [optim_t 0.255] [lr 0.000847] [CE 3.982 (4.048)] [KD 2.685 (2.652)] 2024-10-18 02:47:05,332 - Train: 64.85% [811250/1251000] [648.5/1000.0] [batch_t 0.246 (0.270)] [data_t 0.009] [optim_t 0.237] [lr 0.000847] [CE 3.625 (4.021)] [KD 2.342 (2.641)] 2024-10-18 02:47:18,829 - Train: 64.85% [811300/1251000] [648.5/1000.0] [batch_t 0.266 (0.270)] [data_t 0.009] [optim_t 0.257] [lr 0.000847] [CE 4.424 (4.157)] [KD 2.913 (2.728)] 2024-10-18 02:47:31,368 - Train: 64.86% [811350/1251000] [648.6/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000847] [CE 4.007 (3.994)] [KD 2.578 (2.635)] 2024-10-18 02:47:43,896 - Train: 64.86% [811400/1251000] [648.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000847] [CE 3.938 (4.032)] [KD 2.554 (2.626)] 2024-10-18 02:47:57,308 - Train: 64.86% [811450/1251000] [648.6/1000.0] [batch_t 0.278 (0.268)] [data_t 0.009] [optim_t 0.269] [lr 0.000846] [CE 4.112 (4.087)] [KD 2.744 (2.640)] 2024-10-18 02:48:11,331 - Train: 64.87% [811500/1251000] [648.7/1000.0] [batch_t 0.271 (0.280)] [data_t 0.009] [optim_t 0.262] [lr 0.000846] [CE 4.059 (4.023)] [KD 2.594 (2.645)] 2024-10-18 02:48:25,256 - Train: 64.87% [811550/1251000] [648.7/1000.0] [batch_t 0.239 (0.278)] [data_t 0.009] [optim_t 0.230] [lr 0.000846] [CE 4.358 (4.124)] [KD 2.603 (2.645)] 2024-10-18 02:48:39,281 - Train: 64.88% [811600/1251000] [648.8/1000.0] [batch_t 0.256 (0.280)] [data_t 0.009] [optim_t 0.247] [lr 0.000846] [CE 4.281 (4.041)] [KD 2.810 (2.654)] 2024-10-18 02:48:52,395 - Train: 64.88% [811650/1251000] [648.8/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.000846] [CE 3.889 (4.048)] [KD 2.487 (2.627)] 2024-10-18 02:49:04,950 - Train: 64.88% [811700/1251000] [648.8/1000.0] [batch_t 0.266 (0.251)] [data_t 0.009] [optim_t 0.257] [lr 0.000846] [CE 4.303 (4.026)] [KD 2.639 (2.623)] 2024-10-18 02:49:18,838 - Train: 64.89% [811750/1251000] [648.9/1000.0] [batch_t 0.272 (0.278)] [data_t 0.009] [optim_t 0.262] [lr 0.000845] [CE 3.888 (4.107)] [KD 2.476 (2.649)] 2024-10-18 02:49:33,226 - Train: 64.89% [811800/1251000] [648.9/1000.0] [batch_t 0.299 (0.288)] [data_t 0.009] [optim_t 0.290] [lr 0.000845] [CE 4.128 (4.072)] [KD 2.705 (2.673)] 2024-10-18 02:49:47,358 - Train: 64.90% [811850/1251000] [649.0/1000.0] [batch_t 0.310 (0.283)] [data_t 0.009] [optim_t 0.301] [lr 0.000845] [CE 4.168 (4.140)] [KD 2.691 (2.646)] 2024-10-18 02:50:13,439 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 39383] [top5_cnt 47210] [top_all 50000] 2024-10-18 02:50:13,440 - net: 78.766 (94.420) 2024-10-18 02:50:26,223 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40699] [top5_cnt 47796] [top_all 50000] 2024-10-18 02:50:26,223 - net_E: 81.398 (95.592) 2024-10-18 02:50:26,389 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.398 (epoch: 649)] 2024-10-18 02:50:26,390 - ==> Total time: 2 days, 11:37:07 Eta: 1 day, 8:14:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:50:32,443 - Train: 64.90% [811900/1251000] [649.0/1000.0] [batch_t 1.584 (1.584)] [data_t 1.355] [optim_t 0.229] [lr 0.000845] [CE 4.219 (4.219)] [KD 2.703 (2.703)] 2024-10-18 02:50:44,383 - Train: 64.90% [811950/1251000] [649.0/1000.0] [batch_t 0.253 (0.239)] [data_t 0.028] [optim_t 0.225] [lr 0.000845] [CE 3.929 (3.965)] [KD 2.541 (2.609)] 2024-10-18 02:50:58,494 - Train: 64.91% [812000/1251000] [649.1/1000.0] [batch_t 0.235 (0.282)] [data_t 0.009] [optim_t 0.226] [lr 0.000845] [CE 3.907 (4.047)] [KD 2.610 (2.632)] 2024-10-18 02:51:11,435 - Train: 64.91% [812050/1251000] [649.1/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.000844] [CE 4.461 (4.065)] [KD 2.740 (2.613)] 2024-10-18 02:51:25,221 - Train: 64.92% [812100/1251000] [649.2/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000844] [CE 4.191 (4.040)] [KD 2.624 (2.662)] 2024-10-18 02:51:37,272 - Train: 64.92% [812150/1251000] [649.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000844] [CE 4.021 (4.032)] [KD 2.646 (2.620)] 2024-10-18 02:51:49,996 - Train: 64.92% [812200/1251000] [649.2/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000844] [CE 3.763 (4.116)] [KD 2.510 (2.685)] 2024-10-18 02:52:03,542 - Train: 64.93% [812250/1251000] [649.3/1000.0] [batch_t 0.260 (0.271)] [data_t 0.009] [optim_t 0.251] [lr 0.000844] [CE 3.854 (4.045)] [KD 2.678 (2.642)] 2024-10-18 02:52:16,930 - Train: 64.93% [812300/1251000] [649.3/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.228] [lr 0.000844] [CE 4.192 (4.024)] [KD 2.755 (2.623)] 2024-10-18 02:52:30,632 - Train: 64.94% [812350/1251000] [649.4/1000.0] [batch_t 0.273 (0.274)] [data_t 0.009] [optim_t 0.264] [lr 0.000843] [CE 4.450 (4.205)] [KD 3.015 (2.710)] 2024-10-18 02:52:44,326 - Train: 64.94% [812400/1251000] [649.4/1000.0] [batch_t 0.478 (0.274)] [data_t 0.009] [optim_t 0.469] [lr 0.000843] [CE 4.460 (4.131)] [KD 2.749 (2.712)] 2024-10-18 02:52:56,761 - Train: 64.94% [812450/1251000] [649.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000843] [CE 3.872 (4.100)] [KD 2.648 (2.658)] 2024-10-18 02:53:09,155 - Train: 64.95% [812500/1251000] [649.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000843] [CE 4.125 (3.970)] [KD 2.598 (2.591)] 2024-10-18 02:53:22,514 - Train: 64.95% [812550/1251000] [649.5/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000843] [CE 3.639 (4.001)] [KD 2.255 (2.612)] 2024-10-18 02:53:36,231 - Train: 64.96% [812600/1251000] [649.6/1000.0] [batch_t 0.242 (0.274)] [data_t 0.009] [optim_t 0.234] [lr 0.000843] [CE 3.750 (4.041)] [KD 2.432 (2.625)] 2024-10-18 02:53:49,859 - Train: 64.96% [812650/1251000] [649.6/1000.0] [batch_t 0.262 (0.272)] [data_t 0.009] [optim_t 0.253] [lr 0.000842] [CE 4.259 (4.117)] [KD 2.638 (2.721)] 2024-10-18 02:54:03,808 - Train: 64.96% [812700/1251000] [649.6/1000.0] [batch_t 0.242 (0.279)] [data_t 0.009] [optim_t 0.233] [lr 0.000842] [CE 3.601 (3.998)] [KD 2.463 (2.625)] 2024-10-18 02:54:16,747 - Train: 64.97% [812750/1251000] [649.7/1000.0] [batch_t 0.238 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000842] [CE 4.068 (4.014)] [KD 2.699 (2.633)] 2024-10-18 02:54:29,289 - Train: 64.97% [812800/1251000] [649.7/1000.0] [batch_t 0.249 (0.251)] [data_t 0.009] [optim_t 0.240] [lr 0.000842] [CE 4.589 (4.062)] [KD 2.866 (2.647)] 2024-10-18 02:54:42,682 - Train: 64.98% [812850/1251000] [649.8/1000.0] [batch_t 0.289 (0.268)] [data_t 0.009] [optim_t 0.280] [lr 0.000842] [CE 4.521 (4.070)] [KD 2.759 (2.700)] 2024-10-18 02:54:56,883 - Train: 64.98% [812900/1251000] [649.8/1000.0] [batch_t 0.242 (0.284)] [data_t 0.009] [optim_t 0.233] [lr 0.000842] [CE 3.620 (4.011)] [KD 2.531 (2.641)] 2024-10-18 02:55:10,358 - Train: 64.98% [812950/1251000] [649.8/1000.0] [batch_t 0.285 (0.269)] [data_t 0.009] [optim_t 0.276] [lr 0.000841] [CE 4.189 (4.041)] [KD 2.597 (2.632)] 2024-10-18 02:55:24,143 - Train: 64.99% [813000/1251000] [649.9/1000.0] [batch_t 0.245 (0.276)] [data_t 0.009] [optim_t 0.236] [lr 0.000841] [CE 4.044 (4.108)] [KD 2.650 (2.684)] 2024-10-18 02:55:37,111 - Train: 64.99% [813050/1251000] [649.9/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.000841] [CE 4.302 (4.088)] [KD 2.709 (2.646)] 2024-10-18 02:55:49,745 - Train: 65.00% [813100/1251000] [650.0/1000.0] [batch_t 0.418 (0.253)] [data_t 0.009] [optim_t 0.409] [lr 0.000841] [CE 3.981 (4.132)] [KD 2.540 (2.687)] 2024-10-18 02:56:02,599 - Train: 65.00% [813150/1251000] [650.0/1000.0] [batch_t 0.283 (0.257)] [data_t 0.009] [optim_t 0.274] [lr 0.000841] [CE 4.236 (4.048)] [KD 2.847 (2.629)] 2024-10-18 02:56:16,501 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.274)] [top1_cnt 39435] [top5_cnt 47274] [top_all 50000] 2024-10-18 02:56:16,502 - net: 78.870 (94.548) 2024-10-18 02:56:30,860 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.279)] [top1_cnt 40716] [top5_cnt 47811] [top_all 50000] 2024-10-18 02:56:30,860 - net_E: 81.432 (95.622) 2024-10-18 02:56:31,026 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.432 (epoch: 650)] 2024-10-18 02:56:31,026 - ==> Total time: 2 days, 11:43:11 Eta: 1 day, 8:09:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 02:56:49,306 - Train: 65.00% [813200/1251000] [650.0/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.000841] [CE 4.227 (4.083)] [KD 2.777 (2.689)] 2024-10-18 02:57:01,784 - Train: 65.01% [813250/1251000] [650.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000840] [CE 3.689 (4.085)] [KD 2.511 (2.641)] 2024-10-18 02:57:13,831 - Train: 65.01% [813300/1251000] [650.1/1000.0] [batch_t 0.475 (0.241)] [data_t 0.009] [optim_t 0.467] [lr 0.000840] [CE 3.704 (4.025)] [KD 2.459 (2.631)] 2024-10-18 02:57:25,979 - Train: 65.02% [813350/1251000] [650.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000840] [CE 4.015 (4.016)] [KD 2.701 (2.604)] 2024-10-18 02:57:39,188 - Train: 65.02% [813400/1251000] [650.2/1000.0] [batch_t 0.278 (0.264)] [data_t 0.009] [optim_t 0.270] [lr 0.000840] [CE 4.170 (4.032)] [KD 2.559 (2.590)] 2024-10-18 02:57:52,302 - Train: 65.02% [813450/1251000] [650.2/1000.0] [batch_t 0.361 (0.262)] [data_t 0.009] [optim_t 0.352] [lr 0.000840] [CE 4.054 (4.084)] [KD 2.739 (2.671)] 2024-10-18 02:58:05,538 - Train: 65.03% [813500/1251000] [650.3/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.000840] [CE 4.818 (4.090)] [KD 3.213 (2.686)] 2024-10-18 02:58:18,142 - Train: 65.03% [813550/1251000] [650.3/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000839] [CE 4.216 (4.101)] [KD 2.489 (2.653)] 2024-10-18 02:58:30,215 - Train: 65.04% [813600/1251000] [650.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000839] [CE 4.059 (4.110)] [KD 2.539 (2.651)] 2024-10-18 02:58:43,069 - Train: 65.04% [813650/1251000] [650.4/1000.0] [batch_t 0.293 (0.257)] [data_t 0.009] [optim_t 0.284] [lr 0.000839] [CE 4.169 (4.077)] [KD 2.501 (2.652)] 2024-10-18 02:58:56,782 - Train: 65.04% [813700/1251000] [650.4/1000.0] [batch_t 0.284 (0.274)] [data_t 0.009] [optim_t 0.275] [lr 0.000839] [CE 4.303 (4.081)] [KD 2.821 (2.681)] 2024-10-18 02:59:10,489 - Train: 65.05% [813750/1251000] [650.5/1000.0] [batch_t 0.298 (0.274)] [data_t 0.009] [optim_t 0.289] [lr 0.000839] [CE 3.953 (4.062)] [KD 2.602 (2.654)] 2024-10-18 02:59:23,834 - Train: 65.05% [813800/1251000] [650.5/1000.0] [batch_t 0.270 (0.267)] [data_t 0.009] [optim_t 0.262] [lr 0.000839] [CE 4.494 (4.145)] [KD 2.813 (2.638)] 2024-10-18 02:59:36,915 - Train: 65.06% [813850/1251000] [650.6/1000.0] [batch_t 0.236 (0.261)] [data_t 0.010] [optim_t 0.227] [lr 0.000839] [CE 4.576 (4.056)] [KD 2.828 (2.641)] 2024-10-18 02:59:48,834 - Train: 65.06% [813900/1251000] [650.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000838] [CE 4.322 (4.000)] [KD 2.744 (2.600)] 2024-10-18 03:00:01,603 - Train: 65.06% [813950/1251000] [650.6/1000.0] [batch_t 0.261 (0.255)] [data_t 0.009] [optim_t 0.252] [lr 0.000838] [CE 3.947 (4.030)] [KD 2.460 (2.630)] 2024-10-18 03:00:15,046 - Train: 65.07% [814000/1251000] [650.7/1000.0] [batch_t 0.321 (0.269)] [data_t 0.009] [optim_t 0.312] [lr 0.000838] [CE 3.858 (4.027)] [KD 2.474 (2.630)] 2024-10-18 03:00:28,581 - Train: 65.07% [814050/1251000] [650.7/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.000838] [CE 4.153 (4.015)] [KD 2.703 (2.605)] 2024-10-18 03:00:42,029 - Train: 65.08% [814100/1251000] [650.8/1000.0] [batch_t 0.259 (0.269)] [data_t 0.009] [optim_t 0.250] [lr 0.000838] [CE 4.146 (4.071)] [KD 2.736 (2.617)] 2024-10-18 03:00:55,754 - Train: 65.08% [814150/1251000] [650.8/1000.0] [batch_t 0.235 (0.274)] [data_t 0.010] [optim_t 0.225] [lr 0.000838] [CE 3.658 (4.117)] [KD 2.498 (2.710)] 2024-10-18 03:01:07,826 - Train: 65.08% [814200/1251000] [650.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000837] [CE 4.387 (4.154)] [KD 2.671 (2.691)] 2024-10-18 03:01:20,658 - Train: 65.09% [814250/1251000] [650.9/1000.0] [batch_t 0.306 (0.257)] [data_t 0.009] [optim_t 0.297] [lr 0.000837] [CE 4.229 (4.053)] [KD 2.740 (2.631)] 2024-10-18 03:01:34,359 - Train: 65.09% [814300/1251000] [650.9/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000837] [CE 4.194 (4.159)] [KD 2.633 (2.689)] 2024-10-18 03:01:48,165 - Train: 65.10% [814350/1251000] [651.0/1000.0] [batch_t 0.246 (0.276)] [data_t 0.009] [optim_t 0.237] [lr 0.000837] [CE 4.041 (4.042)] [KD 2.512 (2.647)] 2024-10-18 03:02:01,565 - Train: 65.10% [814400/1251000] [651.0/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000837] [CE 4.134 (4.130)] [KD 2.799 (2.677)] 2024-10-18 03:02:15,403 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 39567] [top5_cnt 47276] [top_all 50000] 2024-10-18 03:02:15,404 - net: 79.134 (94.552) 2024-10-18 03:02:27,759 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40714] [top5_cnt 47803] [top_all 50000] 2024-10-18 03:02:27,759 - net_E: 81.428 (95.606) 2024-10-18 03:02:27,943 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.432 (epoch: 650)] 2024-10-18 03:02:27,943 - ==> Total time: 2 days, 11:49:08 Eta: 1 day, 8:04:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:02:43,486 - Train: 65.10% [814450/1251000] [651.0/1000.0] [batch_t 0.235 (0.289)] [data_t 0.009] [optim_t 0.226] [lr 0.000837] [CE 4.070 (4.044)] [KD 2.760 (2.623)] 2024-10-18 03:02:57,156 - Train: 65.11% [814500/1251000] [651.1/1000.0] [batch_t 0.301 (0.273)] [data_t 0.009] [optim_t 0.293] [lr 0.000836] [CE 3.558 (3.980)] [KD 2.391 (2.580)] 2024-10-18 03:03:10,935 - Train: 65.11% [814550/1251000] [651.1/1000.0] [batch_t 0.299 (0.275)] [data_t 0.009] [optim_t 0.290] [lr 0.000836] [CE 4.098 (4.059)] [KD 2.638 (2.643)] 2024-10-18 03:03:24,974 - Train: 65.12% [814600/1251000] [651.2/1000.0] [batch_t 0.264 (0.281)] [data_t 0.009] [optim_t 0.255] [lr 0.000836] [CE 4.063 (4.058)] [KD 2.734 (2.641)] 2024-10-18 03:03:38,584 - Train: 65.12% [814650/1251000] [651.2/1000.0] [batch_t 0.234 (0.272)] [data_t 0.009] [optim_t 0.225] [lr 0.000836] [CE 3.546 (4.046)] [KD 2.561 (2.672)] 2024-10-18 03:03:51,016 - Train: 65.12% [814700/1251000] [651.2/1000.0] [batch_t 0.288 (0.249)] [data_t 0.009] [optim_t 0.279] [lr 0.000836] [CE 3.707 (4.037)] [KD 2.433 (2.637)] 2024-10-18 03:04:04,541 - Train: 65.13% [814750/1251000] [651.3/1000.0] [batch_t 0.282 (0.270)] [data_t 0.009] [optim_t 0.273] [lr 0.000836] [CE 3.794 (4.047)] [KD 2.658 (2.643)] 2024-10-18 03:04:18,401 - Train: 65.13% [814800/1251000] [651.3/1000.0] [batch_t 0.259 (0.277)] [data_t 0.009] [optim_t 0.250] [lr 0.000835] [CE 3.872 (4.054)] [KD 2.526 (2.662)] 2024-10-18 03:04:32,712 - Train: 65.14% [814850/1251000] [651.4/1000.0] [batch_t 0.282 (0.286)] [data_t 0.009] [optim_t 0.273] [lr 0.000835] [CE 4.029 (4.082)] [KD 2.623 (2.683)] 2024-10-18 03:04:47,186 - Train: 65.14% [814900/1251000] [651.4/1000.0] [batch_t 0.293 (0.289)] [data_t 0.009] [optim_t 0.285] [lr 0.000835] [CE 4.297 (4.060)] [KD 2.741 (2.650)] 2024-10-18 03:05:00,110 - Train: 65.14% [814950/1251000] [651.4/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.000835] [CE 4.000 (4.024)] [KD 2.714 (2.636)] 2024-10-18 03:05:12,054 - Train: 65.15% [815000/1251000] [651.5/1000.0] [batch_t 0.279 (0.239)] [data_t 0.009] [optim_t 0.270] [lr 0.000835] [CE 4.413 (4.081)] [KD 2.771 (2.626)] 2024-10-18 03:05:25,450 - Train: 65.15% [815050/1251000] [651.5/1000.0] [batch_t 0.242 (0.268)] [data_t 0.009] [optim_t 0.233] [lr 0.000835] [CE 3.661 (4.057)] [KD 2.400 (2.638)] 2024-10-18 03:05:39,441 - Train: 65.16% [815100/1251000] [651.6/1000.0] [batch_t 0.241 (0.280)] [data_t 0.009] [optim_t 0.232] [lr 0.000834] [CE 4.439 (4.058)] [KD 2.830 (2.626)] 2024-10-18 03:05:53,461 - Train: 65.16% [815150/1251000] [651.6/1000.0] [batch_t 0.272 (0.280)] [data_t 0.009] [optim_t 0.263] [lr 0.000834] [CE 4.155 (4.060)] [KD 2.675 (2.621)] 2024-10-18 03:06:07,814 - Train: 65.16% [815200/1251000] [651.6/1000.0] [batch_t 0.235 (0.287)] [data_t 0.009] [optim_t 0.227] [lr 0.000834] [CE 4.289 (4.037)] [KD 2.668 (2.641)] 2024-10-18 03:06:21,088 - Train: 65.17% [815250/1251000] [651.7/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000834] [CE 3.326 (4.041)] [KD 2.405 (2.598)] 2024-10-18 03:06:33,126 - Train: 65.17% [815300/1251000] [651.7/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000834] [CE 3.531 (4.090)] [KD 2.403 (2.692)] 2024-10-18 03:06:45,942 - Train: 65.18% [815350/1251000] [651.8/1000.0] [batch_t 0.256 (0.256)] [data_t 0.009] [optim_t 0.247] [lr 0.000834] [CE 4.119 (4.083)] [KD 2.673 (2.636)] 2024-10-18 03:06:59,512 - Train: 65.18% [815400/1251000] [651.8/1000.0] [batch_t 0.298 (0.271)] [data_t 0.009] [optim_t 0.289] [lr 0.000833] [CE 3.749 (4.139)] [KD 2.400 (2.697)] 2024-10-18 03:07:13,022 - Train: 65.18% [815450/1251000] [651.8/1000.0] [batch_t 0.239 (0.270)] [data_t 0.009] [optim_t 0.230] [lr 0.000833] [CE 4.333 (4.060)] [KD 2.841 (2.654)] 2024-10-18 03:07:26,481 - Train: 65.19% [815500/1251000] [651.9/1000.0] [batch_t 0.235 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.000833] [CE 4.091 (4.129)] [KD 2.719 (2.653)] 2024-10-18 03:07:39,714 - Train: 65.19% [815550/1251000] [651.9/1000.0] [batch_t 0.305 (0.265)] [data_t 0.009] [optim_t 0.295] [lr 0.000833] [CE 3.663 (4.052)] [KD 2.524 (2.636)] 2024-10-18 03:07:51,950 - Train: 65.20% [815600/1251000] [652.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000833] [CE 4.182 (4.042)] [KD 2.625 (2.644)] 2024-10-18 03:08:04,075 - Train: 65.20% [815650/1251000] [652.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000833] [CE 3.942 (4.031)] [KD 2.646 (2.645)] 2024-10-18 03:08:18,150 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 39325] [top5_cnt 47201] [top_all 50000] 2024-10-18 03:08:18,151 - net: 78.650 (94.402) 2024-10-18 03:08:32,170 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.273)] [top1_cnt 40711] [top5_cnt 47799] [top_all 50000] 2024-10-18 03:08:32,170 - net_E: 81.422 (95.598) 2024-10-18 03:08:32,309 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.432 (epoch: 650)] 2024-10-18 03:08:32,309 - ==> Total time: 2 days, 11:55:12 Eta: 1 day, 7:58:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:08:48,034 - Train: 65.20% [815700/1251000] [652.0/1000.0] [batch_t 0.237 (0.298)] [data_t 0.009] [optim_t 0.228] [lr 0.000832] [CE 4.258 (4.075)] [KD 2.768 (2.615)] 2024-10-18 03:09:01,283 - Train: 65.21% [815750/1251000] [652.1/1000.0] [batch_t 0.452 (0.265)] [data_t 0.009] [optim_t 0.443] [lr 0.000832] [CE 3.926 (4.128)] [KD 2.797 (2.672)] 2024-10-18 03:09:13,571 - Train: 65.21% [815800/1251000] [652.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000832] [CE 3.958 (4.039)] [KD 2.474 (2.641)] 2024-10-18 03:09:25,821 - Train: 65.22% [815850/1251000] [652.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000832] [CE 4.132 (4.028)] [KD 2.594 (2.633)] 2024-10-18 03:09:39,187 - Train: 65.22% [815900/1251000] [652.2/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000832] [CE 4.310 (4.065)] [KD 2.815 (2.621)] 2024-10-18 03:09:52,606 - Train: 65.22% [815950/1251000] [652.2/1000.0] [batch_t 0.293 (0.268)] [data_t 0.009] [optim_t 0.284] [lr 0.000832] [CE 3.894 (4.081)] [KD 2.605 (2.671)] 2024-10-18 03:10:06,388 - Train: 65.23% [816000/1251000] [652.3/1000.0] [batch_t 0.290 (0.276)] [data_t 0.009] [optim_t 0.281] [lr 0.000831] [CE 4.144 (4.129)] [KD 2.720 (2.668)] 2024-10-18 03:10:19,996 - Train: 65.23% [816050/1251000] [652.3/1000.0] [batch_t 0.368 (0.272)] [data_t 0.009] [optim_t 0.359] [lr 0.000831] [CE 3.812 (4.030)] [KD 2.497 (2.650)] 2024-10-18 03:10:32,647 - Train: 65.24% [816100/1251000] [652.4/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000831] [CE 4.105 (4.036)] [KD 2.781 (2.654)] 2024-10-18 03:10:44,921 - Train: 65.24% [816150/1251000] [652.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000831] [CE 3.974 (4.069)] [KD 2.737 (2.650)] 2024-10-18 03:10:58,069 - Train: 65.24% [816200/1251000] [652.4/1000.0] [batch_t 0.383 (0.263)] [data_t 0.009] [optim_t 0.374] [lr 0.000831] [CE 3.542 (4.130)] [KD 2.318 (2.688)] 2024-10-18 03:11:11,759 - Train: 65.25% [816250/1251000] [652.5/1000.0] [batch_t 0.278 (0.274)] [data_t 0.009] [optim_t 0.270] [lr 0.000831] [CE 4.434 (4.037)] [KD 2.764 (2.640)] 2024-10-18 03:11:25,648 - Train: 65.25% [816300/1251000] [652.5/1000.0] [batch_t 0.304 (0.278)] [data_t 0.009] [optim_t 0.295] [lr 0.000830] [CE 4.363 (4.043)] [KD 2.755 (2.655)] 2024-10-18 03:11:38,699 - Train: 65.26% [816350/1251000] [652.6/1000.0] [batch_t 0.244 (0.261)] [data_t 0.009] [optim_t 0.235] [lr 0.000830] [CE 3.805 (4.067)] [KD 2.526 (2.705)] 2024-10-18 03:11:51,489 - Train: 65.26% [816400/1251000] [652.6/1000.0] [batch_t 0.239 (0.256)] [data_t 0.009] [optim_t 0.230] [lr 0.000830] [CE 4.382 (4.070)] [KD 2.806 (2.626)] 2024-10-18 03:12:03,573 - Train: 65.26% [816450/1251000] [652.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000830] [CE 4.479 (4.103)] [KD 2.691 (2.677)] 2024-10-18 03:12:15,662 - Train: 65.27% [816500/1251000] [652.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000830] [CE 4.094 (4.068)] [KD 2.612 (2.619)] 2024-10-18 03:12:29,050 - Train: 65.27% [816550/1251000] [652.7/1000.0] [batch_t 0.278 (0.268)] [data_t 0.009] [optim_t 0.269] [lr 0.000830] [CE 3.904 (4.117)] [KD 2.591 (2.651)] 2024-10-18 03:12:42,079 - Train: 65.28% [816600/1251000] [652.8/1000.0] [batch_t 0.242 (0.260)] [data_t 0.009] [optim_t 0.233] [lr 0.000829] [CE 3.512 (4.013)] [KD 2.405 (2.617)] 2024-10-18 03:12:55,441 - Train: 65.28% [816650/1251000] [652.8/1000.0] [batch_t 0.281 (0.267)] [data_t 0.009] [optim_t 0.272] [lr 0.000829] [CE 4.545 (4.118)] [KD 2.775 (2.637)] 2024-10-18 03:13:08,180 - Train: 65.28% [816700/1251000] [652.8/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.000829] [CE 3.699 (4.031)] [KD 2.376 (2.630)] 2024-10-18 03:13:20,239 - Train: 65.29% [816750/1251000] [652.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000829] [CE 4.315 (4.040)] [KD 2.480 (2.628)] 2024-10-18 03:13:32,794 - Train: 65.29% [816800/1251000] [652.9/1000.0] [batch_t 0.257 (0.251)] [data_t 0.009] [optim_t 0.248] [lr 0.000829] [CE 3.658 (4.023)] [KD 2.481 (2.643)] 2024-10-18 03:13:46,056 - Train: 65.30% [816850/1251000] [653.0/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.000829] [CE 3.630 (4.004)] [KD 2.390 (2.588)] 2024-10-18 03:13:58,976 - Train: 65.30% [816900/1251000] [653.0/1000.0] [batch_t 0.232 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000828] [CE 4.450 (4.019)] [KD 2.888 (2.612)] 2024-10-18 03:14:13,212 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.267)] [top1_cnt 39489] [top5_cnt 47270] [top_all 50000] 2024-10-18 03:14:13,213 - net: 78.978 (94.540) 2024-10-18 03:14:26,972 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.268)] [top1_cnt 40730] [top5_cnt 47784] [top_all 50000] 2024-10-18 03:14:26,973 - net_E: 81.460 (95.568) 2024-10-18 03:14:27,105 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.460 (epoch: 653)] 2024-10-18 03:14:27,105 - ==> Total time: 2 days, 12:01:07 Eta: 1 day, 7:53:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:14:44,066 - Train: 65.30% [816950/1251000] [653.0/1000.0] [batch_t 0.233 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.000828] [CE 3.871 (4.049)] [KD 2.584 (2.619)] 2024-10-18 03:14:56,415 - Train: 65.31% [817000/1251000] [653.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000828] [CE 3.965 (4.039)] [KD 2.549 (2.590)] 2024-10-18 03:15:08,937 - Train: 65.31% [817050/1251000] [653.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000828] [CE 3.875 (4.080)] [KD 2.393 (2.645)] 2024-10-18 03:15:22,027 - Train: 65.32% [817100/1251000] [653.2/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000828] [CE 3.714 (4.071)] [KD 2.445 (2.648)] 2024-10-18 03:15:35,239 - Train: 65.32% [817150/1251000] [653.2/1000.0] [batch_t 0.351 (0.264)] [data_t 0.058] [optim_t 0.293] [lr 0.000828] [CE 4.021 (4.078)] [KD 2.730 (2.616)] 2024-10-18 03:15:48,177 - Train: 65.32% [817200/1251000] [653.2/1000.0] [batch_t 0.265 (0.259)] [data_t 0.039] [optim_t 0.226] [lr 0.000827] [CE 3.819 (4.005)] [KD 2.594 (2.585)] 2024-10-18 03:16:00,491 - Train: 65.33% [817250/1251000] [653.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000827] [CE 4.298 (4.077)] [KD 2.954 (2.665)] 2024-10-18 03:16:12,556 - Train: 65.33% [817300/1251000] [653.3/1000.0] [batch_t 0.307 (0.241)] [data_t 0.009] [optim_t 0.298] [lr 0.000827] [CE 3.584 (4.058)] [KD 2.280 (2.654)] 2024-10-18 03:16:24,645 - Train: 65.34% [817350/1251000] [653.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000827] [CE 4.014 (4.057)] [KD 2.551 (2.640)] 2024-10-18 03:16:37,394 - Train: 65.34% [817400/1251000] [653.4/1000.0] [batch_t 0.255 (0.255)] [data_t 0.027] [optim_t 0.228] [lr 0.000827] [CE 4.180 (4.008)] [KD 2.543 (2.609)] 2024-10-18 03:16:50,798 - Train: 65.34% [817450/1251000] [653.4/1000.0] [batch_t 0.262 (0.268)] [data_t 0.009] [optim_t 0.253] [lr 0.000827] [CE 3.534 (4.010)] [KD 2.452 (2.617)] 2024-10-18 03:17:04,172 - Train: 65.35% [817500/1251000] [653.5/1000.0] [batch_t 0.261 (0.267)] [data_t 0.009] [optim_t 0.252] [lr 0.000826] [CE 3.710 (4.090)] [KD 2.283 (2.619)] 2024-10-18 03:17:16,691 - Train: 65.35% [817550/1251000] [653.5/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000826] [CE 4.004 (4.006)] [KD 2.692 (2.589)] 2024-10-18 03:17:28,772 - Train: 65.36% [817600/1251000] [653.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000826] [CE 3.644 (4.017)] [KD 2.691 (2.617)] 2024-10-18 03:17:41,183 - Train: 65.36% [817650/1251000] [653.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000826] [CE 4.530 (4.078)] [KD 2.865 (2.632)] 2024-10-18 03:17:54,183 - Train: 65.36% [817700/1251000] [653.6/1000.0] [batch_t 0.242 (0.260)] [data_t 0.009] [optim_t 0.233] [lr 0.000826] [CE 3.642 (4.034)] [KD 2.353 (2.608)] 2024-10-18 03:18:07,316 - Train: 65.37% [817750/1251000] [653.7/1000.0] [batch_t 0.283 (0.263)] [data_t 0.009] [optim_t 0.274] [lr 0.000826] [CE 3.661 (3.988)] [KD 2.339 (2.620)] 2024-10-18 03:18:20,261 - Train: 65.37% [817800/1251000] [653.7/1000.0] [batch_t 0.249 (0.259)] [data_t 0.009] [optim_t 0.240] [lr 0.000825] [CE 3.600 (4.025)] [KD 2.314 (2.620)] 2024-10-18 03:18:32,851 - Train: 65.38% [817850/1251000] [653.8/1000.0] [batch_t 0.259 (0.252)] [data_t 0.009] [optim_t 0.250] [lr 0.000825] [CE 3.724 (4.099)] [KD 2.470 (2.663)] 2024-10-18 03:18:44,852 - Train: 65.38% [817900/1251000] [653.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000825] [CE 4.338 (4.090)] [KD 2.642 (2.649)] 2024-10-18 03:18:56,917 - Train: 65.38% [817950/1251000] [653.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000825] [CE 4.048 (4.021)] [KD 2.582 (2.629)] 2024-10-18 03:19:10,439 - Train: 65.39% [818000/1251000] [653.9/1000.0] [batch_t 0.260 (0.270)] [data_t 0.009] [optim_t 0.251] [lr 0.000825] [CE 4.472 (4.131)] [KD 3.007 (2.677)] 2024-10-18 03:19:24,033 - Train: 65.39% [818050/1251000] [653.9/1000.0] [batch_t 0.263 (0.272)] [data_t 0.009] [optim_t 0.254] [lr 0.000825] [CE 3.935 (4.102)] [KD 2.613 (2.693)] 2024-10-18 03:19:37,924 - Train: 65.40% [818100/1251000] [654.0/1000.0] [batch_t 0.275 (0.278)] [data_t 0.009] [optim_t 0.266] [lr 0.000824] [CE 3.861 (4.085)] [KD 2.527 (2.659)] 2024-10-18 03:19:51,180 - Train: 65.40% [818150/1251000] [654.0/1000.0] [batch_t 0.238 (0.265)] [data_t 0.009] [optim_t 0.229] [lr 0.000824] [CE 4.527 (4.061)] [KD 3.056 (2.628)] 2024-10-18 03:20:04,540 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39546] [top5_cnt 47329] [top_all 50000] 2024-10-18 03:20:04,540 - net: 79.092 (94.658) 2024-10-18 03:20:17,899 - Test (net_E): 100.00% [50/50] [batch_t 0.120 (0.260)] [top1_cnt 40740] [top5_cnt 47787] [top_all 50000] 2024-10-18 03:20:17,899 - net_E: 81.480 (95.574) 2024-10-18 03:20:18,049 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.480 (epoch: 654)] 2024-10-18 03:20:18,050 - ==> Total time: 2 days, 12:06:58 Eta: 1 day, 7:48:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:20:35,654 - Train: 65.40% [818200/1251000] [654.0/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000824] [CE 3.857 (3.980)] [KD 2.424 (2.565)] 2024-10-18 03:20:49,277 - Train: 65.41% [818250/1251000] [654.1/1000.0] [batch_t 0.244 (0.272)] [data_t 0.009] [optim_t 0.235] [lr 0.000824] [CE 3.755 (4.031)] [KD 2.395 (2.583)] 2024-10-18 03:21:03,290 - Train: 65.41% [818300/1251000] [654.1/1000.0] [batch_t 0.290 (0.280)] [data_t 0.009] [optim_t 0.281] [lr 0.000824] [CE 4.514 (3.979)] [KD 2.819 (2.597)] 2024-10-18 03:21:16,671 - Train: 65.42% [818350/1251000] [654.2/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000824] [CE 4.265 (4.051)] [KD 2.639 (2.595)] 2024-10-18 03:21:28,977 - Train: 65.42% [818400/1251000] [654.2/1000.0] [batch_t 0.397 (0.246)] [data_t 0.009] [optim_t 0.388] [lr 0.000823] [CE 4.189 (4.130)] [KD 2.658 (2.673)] 2024-10-18 03:21:41,551 - Train: 65.42% [818450/1251000] [654.2/1000.0] [batch_t 0.253 (0.251)] [data_t 0.009] [optim_t 0.245] [lr 0.000823] [CE 4.368 (4.050)] [KD 2.831 (2.649)] 2024-10-18 03:21:55,120 - Train: 65.43% [818500/1251000] [654.3/1000.0] [batch_t 0.288 (0.271)] [data_t 0.009] [optim_t 0.279] [lr 0.000823] [CE 4.074 (4.069)] [KD 2.457 (2.598)] 2024-10-18 03:22:08,408 - Train: 65.43% [818550/1251000] [654.3/1000.0] [batch_t 0.241 (0.266)] [data_t 0.009] [optim_t 0.232] [lr 0.000823] [CE 4.168 (4.106)] [KD 2.579 (2.627)] 2024-10-18 03:22:21,703 - Train: 65.44% [818600/1251000] [654.4/1000.0] [batch_t 0.301 (0.266)] [data_t 0.009] [optim_t 0.292] [lr 0.000823] [CE 4.581 (4.045)] [KD 2.938 (2.620)] 2024-10-18 03:22:35,068 - Train: 65.44% [818650/1251000] [654.4/1000.0] [batch_t 0.290 (0.267)] [data_t 0.009] [optim_t 0.281] [lr 0.000823] [CE 3.766 (4.030)] [KD 2.427 (2.602)] 2024-10-18 03:22:47,358 - Train: 65.44% [818700/1251000] [654.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000822] [CE 4.023 (4.082)] [KD 2.572 (2.624)] 2024-10-18 03:22:59,940 - Train: 65.45% [818750/1251000] [654.5/1000.0] [batch_t 0.284 (0.252)] [data_t 0.009] [optim_t 0.275] [lr 0.000822] [CE 4.004 (4.006)] [KD 2.583 (2.573)] 2024-10-18 03:23:13,571 - Train: 65.45% [818800/1251000] [654.5/1000.0] [batch_t 0.293 (0.272)] [data_t 0.009] [optim_t 0.284] [lr 0.000822] [CE 3.882 (4.112)] [KD 2.591 (2.688)] 2024-10-18 03:23:27,415 - Train: 65.46% [818850/1251000] [654.6/1000.0] [batch_t 0.303 (0.277)] [data_t 0.009] [optim_t 0.294] [lr 0.000822] [CE 3.760 (4.028)] [KD 2.557 (2.605)] 2024-10-18 03:23:41,278 - Train: 65.46% [818900/1251000] [654.6/1000.0] [batch_t 0.235 (0.277)] [data_t 0.009] [optim_t 0.226] [lr 0.000822] [CE 4.055 (3.997)] [KD 2.694 (2.599)] 2024-10-18 03:23:54,908 - Train: 65.46% [818950/1251000] [654.6/1000.0] [batch_t 0.262 (0.272)] [data_t 0.009] [optim_t 0.253] [lr 0.000822] [CE 3.889 (4.106)] [KD 2.721 (2.671)] 2024-10-18 03:24:07,745 - Train: 65.47% [819000/1251000] [654.7/1000.0] [batch_t 0.243 (0.257)] [data_t 0.009] [optim_t 0.234] [lr 0.000821] [CE 4.128 (4.011)] [KD 2.601 (2.629)] 2024-10-18 03:24:20,010 - Train: 65.47% [819050/1251000] [654.7/1000.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.273] [lr 0.000821] [CE 3.686 (4.054)] [KD 2.456 (2.649)] 2024-10-18 03:24:33,366 - Train: 65.48% [819100/1251000] [654.8/1000.0] [batch_t 0.284 (0.267)] [data_t 0.009] [optim_t 0.275] [lr 0.000821] [CE 4.352 (3.977)] [KD 2.786 (2.613)] 2024-10-18 03:24:47,098 - Train: 65.48% [819150/1251000] [654.8/1000.0] [batch_t 0.240 (0.275)] [data_t 0.009] [optim_t 0.231] [lr 0.000821] [CE 3.732 (4.074)] [KD 2.434 (2.641)] 2024-10-18 03:25:00,239 - Train: 65.48% [819200/1251000] [654.8/1000.0] [batch_t 0.320 (0.263)] [data_t 0.009] [optim_t 0.311] [lr 0.000821] [CE 3.995 (4.070)] [KD 2.727 (2.633)] 2024-10-18 03:25:13,894 - Train: 65.49% [819250/1251000] [654.9/1000.0] [batch_t 0.296 (0.273)] [data_t 0.009] [optim_t 0.287] [lr 0.000821] [CE 4.266 (4.024)] [KD 2.617 (2.601)] 2024-10-18 03:25:26,616 - Train: 65.49% [819300/1251000] [654.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000820] [CE 4.073 (4.047)] [KD 2.556 (2.615)] 2024-10-18 03:25:39,200 - Train: 65.50% [819350/1251000] [655.0/1000.0] [batch_t 0.268 (0.252)] [data_t 0.009] [optim_t 0.259] [lr 0.000820] [CE 3.844 (4.008)] [KD 2.589 (2.603)] 2024-10-18 03:25:52,413 - Train: 65.50% [819400/1251000] [655.0/1000.0] [batch_t 0.232 (0.264)] [data_t 0.009] [optim_t 0.223] [lr 0.000820] [CE 4.277 (4.047)] [KD 2.807 (2.609)] 2024-10-18 03:26:08,092 - Test (net): 100.00% [50/50] [batch_t 0.115 (0.282)] [top1_cnt 39368] [top5_cnt 47250] [top_all 50000] 2024-10-18 03:26:08,093 - net: 78.736 (94.500) 2024-10-18 03:26:21,670 - Test (net_E): 100.00% [50/50] [batch_t 0.088 (0.264)] [top1_cnt 40745] [top5_cnt 47792] [top_all 50000] 2024-10-18 03:26:21,671 - net_E: 81.490 (95.584) 2024-10-18 03:26:21,827 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:26:21,827 - ==> Total time: 2 days, 12:13:02 Eta: 1 day, 7:43:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:26:38,182 - Train: 65.50% [819450/1251000] [655.0/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000820] [CE 4.183 (4.062)] [KD 2.568 (2.629)] 2024-10-18 03:26:50,875 - Train: 65.51% [819500/1251000] [655.1/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000820] [CE 4.403 (4.064)] [KD 2.769 (2.655)] 2024-10-18 03:27:02,903 - Train: 65.51% [819550/1251000] [655.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000820] [CE 3.768 (4.083)] [KD 2.525 (2.627)] 2024-10-18 03:27:16,394 - Train: 65.52% [819600/1251000] [655.2/1000.0] [batch_t 0.276 (0.270)] [data_t 0.009] [optim_t 0.268] [lr 0.000819] [CE 3.620 (4.015)] [KD 2.441 (2.596)] 2024-10-18 03:27:30,175 - Train: 65.52% [819650/1251000] [655.2/1000.0] [batch_t 0.313 (0.275)] [data_t 0.009] [optim_t 0.304] [lr 0.000819] [CE 4.424 (4.020)] [KD 2.745 (2.614)] 2024-10-18 03:27:44,071 - Train: 65.52% [819700/1251000] [655.2/1000.0] [batch_t 0.300 (0.278)] [data_t 0.009] [optim_t 0.291] [lr 0.000819] [CE 3.976 (4.051)] [KD 2.576 (2.632)] 2024-10-18 03:27:58,017 - Train: 65.53% [819750/1251000] [655.3/1000.0] [batch_t 0.268 (0.279)] [data_t 0.009] [optim_t 0.260] [lr 0.000819] [CE 3.776 (4.023)] [KD 2.632 (2.671)] 2024-10-18 03:28:10,595 - Train: 65.53% [819800/1251000] [655.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000819] [CE 3.312 (4.053)] [KD 2.303 (2.629)] 2024-10-18 03:28:23,100 - Train: 65.54% [819850/1251000] [655.4/1000.0] [batch_t 0.287 (0.250)] [data_t 0.009] [optim_t 0.278] [lr 0.000819] [CE 4.182 (4.085)] [KD 2.641 (2.651)] 2024-10-18 03:28:36,940 - Train: 65.54% [819900/1251000] [655.4/1000.0] [batch_t 0.364 (0.277)] [data_t 0.009] [optim_t 0.355] [lr 0.000818] [CE 3.340 (4.070)] [KD 2.239 (2.601)] 2024-10-18 03:28:50,624 - Train: 65.54% [819950/1251000] [655.4/1000.0] [batch_t 0.273 (0.274)] [data_t 0.009] [optim_t 0.264] [lr 0.000818] [CE 3.975 (4.029)] [KD 2.615 (2.614)] 2024-10-18 03:29:04,644 - Train: 65.55% [820000/1251000] [655.5/1000.0] [batch_t 0.251 (0.280)] [data_t 0.009] [optim_t 0.242] [lr 0.000818] [CE 4.218 (4.102)] [KD 2.704 (2.648)] 2024-10-18 03:29:18,460 - Train: 65.55% [820050/1251000] [655.5/1000.0] [batch_t 0.242 (0.276)] [data_t 0.009] [optim_t 0.233] [lr 0.000818] [CE 3.859 (4.052)] [KD 2.419 (2.630)] 2024-10-18 03:29:31,423 - Train: 65.56% [820100/1251000] [655.6/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000818] [CE 4.055 (4.070)] [KD 2.476 (2.604)] 2024-10-18 03:29:43,657 - Train: 65.56% [820150/1251000] [655.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000818] [CE 4.307 (4.119)] [KD 2.732 (2.653)] 2024-10-18 03:29:57,459 - Train: 65.56% [820200/1251000] [655.6/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.000818] [CE 4.140 (4.076)] [KD 2.493 (2.605)] 2024-10-18 03:30:10,770 - Train: 65.57% [820250/1251000] [655.7/1000.0] [batch_t 0.267 (0.266)] [data_t 0.009] [optim_t 0.258] [lr 0.000817] [CE 3.757 (4.089)] [KD 2.474 (2.662)] 2024-10-18 03:30:24,348 - Train: 65.57% [820300/1251000] [655.7/1000.0] [batch_t 0.355 (0.271)] [data_t 0.009] [optim_t 0.346] [lr 0.000817] [CE 4.034 (4.056)] [KD 2.534 (2.625)] 2024-10-18 03:30:37,754 - Train: 65.58% [820350/1251000] [655.8/1000.0] [batch_t 0.284 (0.268)] [data_t 0.009] [optim_t 0.275] [lr 0.000817] [CE 3.787 (4.037)] [KD 2.528 (2.591)] 2024-10-18 03:30:50,539 - Train: 65.58% [820400/1251000] [655.8/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.000817] [CE 3.729 (3.996)] [KD 2.600 (2.636)] 2024-10-18 03:31:02,910 - Train: 65.58% [820450/1251000] [655.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.227] [lr 0.000817] [CE 4.095 (4.055)] [KD 2.606 (2.669)] 2024-10-18 03:31:15,454 - Train: 65.59% [820500/1251000] [655.9/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000817] [CE 4.333 (4.113)] [KD 2.724 (2.695)] 2024-10-18 03:31:28,496 - Train: 65.59% [820550/1251000] [655.9/1000.0] [batch_t 0.323 (0.261)] [data_t 0.009] [optim_t 0.314] [lr 0.000816] [CE 4.081 (4.067)] [KD 2.521 (2.625)] 2024-10-18 03:31:42,466 - Train: 65.60% [820600/1251000] [656.0/1000.0] [batch_t 0.269 (0.279)] [data_t 0.009] [optim_t 0.260] [lr 0.000816] [CE 4.385 (4.098)] [KD 3.026 (2.666)] 2024-10-18 03:31:56,038 - Train: 65.60% [820650/1251000] [656.0/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.000816] [CE 3.955 (4.110)] [KD 2.697 (2.661)] 2024-10-18 03:32:10,505 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.256)] [top1_cnt 39195] [top5_cnt 47218] [top_all 50000] 2024-10-18 03:32:10,505 - net: 78.390 (94.436) 2024-10-18 03:32:23,122 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40715] [top5_cnt 47798] [top_all 50000] 2024-10-18 03:32:23,123 - net_E: 81.430 (95.596) 2024-10-18 03:32:23,286 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:32:23,287 - ==> Total time: 2 days, 12:19:03 Eta: 1 day, 7:37:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:32:38,274 - Train: 65.60% [820700/1251000] [656.0/1000.0] [batch_t 0.234 (0.309)] [data_t 0.009] [optim_t 0.225] [lr 0.000816] [CE 3.910 (4.083)] [KD 2.504 (2.597)] 2024-10-18 03:32:51,090 - Train: 65.61% [820750/1251000] [656.1/1000.0] [batch_t 0.467 (0.256)] [data_t 0.009] [optim_t 0.458] [lr 0.000816] [CE 3.631 (4.088)] [KD 2.371 (2.641)] 2024-10-18 03:33:04,192 - Train: 65.61% [820800/1251000] [656.1/1000.0] [batch_t 0.258 (0.262)] [data_t 0.009] [optim_t 0.249] [lr 0.000816] [CE 4.353 (4.106)] [KD 2.671 (2.659)] 2024-10-18 03:33:17,403 - Train: 65.62% [820850/1251000] [656.2/1000.0] [batch_t 0.303 (0.264)] [data_t 0.009] [optim_t 0.295] [lr 0.000815] [CE 4.480 (4.041)] [KD 2.814 (2.634)] 2024-10-18 03:33:30,081 - Train: 65.62% [820900/1251000] [656.2/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000815] [CE 3.960 (4.065)] [KD 2.362 (2.636)] 2024-10-18 03:33:42,163 - Train: 65.62% [820950/1251000] [656.2/1000.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.000815] [CE 4.140 (4.104)] [KD 2.508 (2.643)] 2024-10-18 03:33:54,675 - Train: 65.63% [821000/1251000] [656.3/1000.0] [batch_t 0.250 (0.250)] [data_t 0.009] [optim_t 0.241] [lr 0.000815] [CE 3.879 (4.036)] [KD 2.786 (2.623)] 2024-10-18 03:34:07,993 - Train: 65.63% [821050/1251000] [656.3/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.000815] [CE 4.075 (4.027)] [KD 2.576 (2.599)] 2024-10-18 03:34:21,167 - Train: 65.64% [821100/1251000] [656.4/1000.0] [batch_t 0.285 (0.263)] [data_t 0.009] [optim_t 0.276] [lr 0.000815] [CE 4.332 (4.069)] [KD 2.674 (2.630)] 2024-10-18 03:34:34,506 - Train: 65.64% [821150/1251000] [656.4/1000.0] [batch_t 0.254 (0.267)] [data_t 0.009] [optim_t 0.245] [lr 0.000814] [CE 4.427 (4.037)] [KD 2.907 (2.619)] 2024-10-18 03:34:47,821 - Train: 65.64% [821200/1251000] [656.4/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.000814] [CE 4.380 (4.093)] [KD 2.903 (2.666)] 2024-10-18 03:34:59,892 - Train: 65.65% [821250/1251000] [656.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000814] [CE 4.254 (4.060)] [KD 2.684 (2.673)] 2024-10-18 03:35:12,603 - Train: 65.65% [821300/1251000] [656.5/1000.0] [batch_t 0.273 (0.254)] [data_t 0.009] [optim_t 0.264] [lr 0.000814] [CE 3.509 (4.074)] [KD 2.331 (2.604)] 2024-10-18 03:35:25,959 - Train: 65.66% [821350/1251000] [656.6/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000814] [CE 4.387 (4.052)] [KD 2.852 (2.609)] 2024-10-18 03:35:39,030 - Train: 65.66% [821400/1251000] [656.6/1000.0] [batch_t 0.260 (0.261)] [data_t 0.009] [optim_t 0.251] [lr 0.000814] [CE 4.016 (4.042)] [KD 2.423 (2.609)] 2024-10-18 03:35:52,424 - Train: 65.66% [821450/1251000] [656.6/1000.0] [batch_t 0.270 (0.268)] [data_t 0.009] [optim_t 0.261] [lr 0.000813] [CE 4.419 (4.038)] [KD 2.868 (2.609)] 2024-10-18 03:36:05,877 - Train: 65.67% [821500/1251000] [656.7/1000.0] [batch_t 0.273 (0.269)] [data_t 0.009] [optim_t 0.264] [lr 0.000813] [CE 4.433 (4.023)] [KD 2.798 (2.639)] 2024-10-18 03:36:18,247 - Train: 65.67% [821550/1251000] [656.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000813] [CE 4.403 (4.116)] [KD 2.817 (2.687)] 2024-10-18 03:36:30,602 - Train: 65.68% [821600/1251000] [656.8/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000813] [CE 4.345 (4.000)] [KD 2.677 (2.576)] 2024-10-18 03:36:44,041 - Train: 65.68% [821650/1251000] [656.8/1000.0] [batch_t 0.266 (0.269)] [data_t 0.009] [optim_t 0.256] [lr 0.000813] [CE 4.184 (4.047)] [KD 2.673 (2.636)] 2024-10-18 03:36:58,097 - Train: 65.68% [821700/1251000] [656.8/1000.0] [batch_t 0.519 (0.281)] [data_t 0.009] [optim_t 0.510] [lr 0.000813] [CE 4.072 (4.028)] [KD 2.654 (2.623)] 2024-10-18 03:37:10,819 - Train: 65.69% [821750/1251000] [656.9/1000.0] [batch_t 0.243 (0.254)] [data_t 0.009] [optim_t 0.234] [lr 0.000812] [CE 3.675 (4.122)] [KD 2.564 (2.701)] 2024-10-18 03:37:23,691 - Train: 65.69% [821800/1251000] [656.9/1000.0] [batch_t 0.257 (0.257)] [data_t 0.009] [optim_t 0.248] [lr 0.000812] [CE 3.909 (4.114)] [KD 2.473 (2.648)] 2024-10-18 03:37:36,433 - Train: 65.70% [821850/1251000] [657.0/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.000812] [CE 3.552 (4.007)] [KD 2.330 (2.602)] 2024-10-18 03:37:48,757 - Train: 65.70% [821900/1251000] [657.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000812] [CE 4.303 (3.998)] [KD 2.568 (2.590)] 2024-10-18 03:38:05,380 - Test (net): 100.00% [50/50] [batch_t 0.100 (0.294)] [top1_cnt 39525] [top5_cnt 47282] [top_all 50000] 2024-10-18 03:38:05,381 - net: 79.050 (94.564) 2024-10-18 03:38:19,087 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.267)] [top1_cnt 40696] [top5_cnt 47807] [top_all 50000] 2024-10-18 03:38:19,088 - net_E: 81.392 (95.614) 2024-10-18 03:38:19,233 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:38:19,234 - ==> Total time: 2 days, 12:24:59 Eta: 1 day, 7:32:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:38:33,838 - Train: 65.70% [821950/1251000] [657.0/1000.0] [batch_t 0.235 (0.305)] [data_t 0.009] [optim_t 0.226] [lr 0.000812] [CE 4.113 (4.053)] [KD 2.809 (2.618)] 2024-10-18 03:38:46,996 - Train: 65.71% [822000/1251000] [657.1/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000812] [CE 3.880 (3.970)] [KD 2.525 (2.582)] 2024-10-18 03:38:59,418 - Train: 65.71% [822050/1251000] [657.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000811] [CE 4.293 (4.013)] [KD 2.832 (2.592)] 2024-10-18 03:39:11,688 - Train: 65.72% [822100/1251000] [657.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000811] [CE 4.215 (4.025)] [KD 2.786 (2.605)] 2024-10-18 03:39:24,899 - Train: 65.72% [822150/1251000] [657.2/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.226] [lr 0.000811] [CE 4.493 (4.069)] [KD 2.562 (2.650)] 2024-10-18 03:39:38,213 - Train: 65.72% [822200/1251000] [657.2/1000.0] [batch_t 0.266 (0.266)] [data_t 0.009] [optim_t 0.257] [lr 0.000811] [CE 4.276 (4.054)] [KD 2.729 (2.621)] 2024-10-18 03:39:51,839 - Train: 65.73% [822250/1251000] [657.3/1000.0] [batch_t 0.277 (0.272)] [data_t 0.009] [optim_t 0.269] [lr 0.000811] [CE 3.957 (4.067)] [KD 2.665 (2.659)] 2024-10-18 03:40:05,683 - Train: 65.73% [822300/1251000] [657.3/1000.0] [batch_t 0.262 (0.277)] [data_t 0.009] [optim_t 0.253] [lr 0.000811] [CE 4.196 (4.049)] [KD 2.730 (2.616)] 2024-10-18 03:40:18,713 - Train: 65.74% [822350/1251000] [657.4/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000810] [CE 4.084 (4.083)] [KD 2.457 (2.674)] 2024-10-18 03:40:30,924 - Train: 65.74% [822400/1251000] [657.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000810] [CE 4.058 (4.012)] [KD 2.725 (2.607)] 2024-10-18 03:40:44,325 - Train: 65.74% [822450/1251000] [657.4/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.000810] [CE 3.823 (4.081)] [KD 2.478 (2.631)] 2024-10-18 03:40:57,595 - Train: 65.75% [822500/1251000] [657.5/1000.0] [batch_t 0.270 (0.265)] [data_t 0.009] [optim_t 0.261] [lr 0.000810] [CE 4.299 (4.090)] [KD 2.742 (2.668)] 2024-10-18 03:41:11,212 - Train: 65.75% [822550/1251000] [657.5/1000.0] [batch_t 0.276 (0.272)] [data_t 0.050] [optim_t 0.226] [lr 0.000810] [CE 4.108 (4.069)] [KD 2.751 (2.627)] 2024-10-18 03:41:24,440 - Train: 65.76% [822600/1251000] [657.6/1000.0] [batch_t 0.259 (0.264)] [data_t 0.033] [optim_t 0.226] [lr 0.000810] [CE 3.708 (4.078)] [KD 2.604 (2.619)] 2024-10-18 03:41:37,761 - Train: 65.76% [822650/1251000] [657.6/1000.0] [batch_t 0.235 (0.266)] [data_t 0.009] [optim_t 0.226] [lr 0.000809] [CE 4.033 (4.088)] [KD 2.665 (2.644)] 2024-10-18 03:41:49,920 - Train: 65.76% [822700/1251000] [657.6/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000809] [CE 4.301 (4.071)] [KD 2.783 (2.634)] 2024-10-18 03:42:03,258 - Train: 65.77% [822750/1251000] [657.7/1000.0] [batch_t 0.253 (0.267)] [data_t 0.009] [optim_t 0.244] [lr 0.000809] [CE 4.499 (4.078)] [KD 2.963 (2.631)] 2024-10-18 03:42:16,944 - Train: 65.77% [822800/1251000] [657.7/1000.0] [batch_t 0.242 (0.274)] [data_t 0.009] [optim_t 0.233] [lr 0.000809] [CE 3.676 (4.014)] [KD 2.429 (2.598)] 2024-10-18 03:42:30,954 - Train: 65.78% [822850/1251000] [657.8/1000.0] [batch_t 0.318 (0.280)] [data_t 0.009] [optim_t 0.309] [lr 0.000809] [CE 4.244 (4.018)] [KD 2.662 (2.590)] 2024-10-18 03:42:45,367 - Train: 65.78% [822900/1251000] [657.8/1000.0] [batch_t 0.244 (0.288)] [data_t 0.009] [optim_t 0.235] [lr 0.000809] [CE 4.668 (4.100)] [KD 2.954 (2.630)] 2024-10-18 03:42:59,415 - Train: 65.78% [822950/1251000] [657.8/1000.0] [batch_t 0.235 (0.281)] [data_t 0.009] [optim_t 0.226] [lr 0.000808] [CE 4.480 (4.051)] [KD 2.706 (2.625)] 2024-10-18 03:43:12,135 - Train: 65.79% [823000/1251000] [657.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000808] [CE 3.936 (4.043)] [KD 2.744 (2.617)] 2024-10-18 03:43:25,346 - Train: 65.79% [823050/1251000] [657.9/1000.0] [batch_t 0.279 (0.264)] [data_t 0.009] [optim_t 0.270] [lr 0.000808] [CE 4.206 (4.117)] [KD 2.742 (2.669)] 2024-10-18 03:43:39,475 - Train: 65.80% [823100/1251000] [658.0/1000.0] [batch_t 0.258 (0.282)] [data_t 0.009] [optim_t 0.249] [lr 0.000808] [CE 3.455 (4.090)] [KD 2.293 (2.636)] 2024-10-18 03:43:53,724 - Train: 65.80% [823150/1251000] [658.0/1000.0] [batch_t 0.232 (0.285)] [data_t 0.009] [optim_t 0.223] [lr 0.000808] [CE 3.898 (3.993)] [KD 2.469 (2.601)] 2024-10-18 03:44:09,629 - Test (net): 100.00% [50/50] [batch_t 0.113 (0.276)] [top1_cnt 39445] [top5_cnt 47243] [top_all 50000] 2024-10-18 03:44:09,630 - net: 78.890 (94.486) 2024-10-18 03:44:22,926 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.259)] [top1_cnt 40710] [top5_cnt 47803] [top_all 50000] 2024-10-18 03:44:22,927 - net_E: 81.420 (95.606) 2024-10-18 03:44:23,055 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:44:23,055 - ==> Total time: 2 days, 12:31:03 Eta: 1 day, 7:27:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:44:37,876 - Train: 65.80% [823200/1251000] [658.0/1000.0] [batch_t 0.234 (0.319)] [data_t 0.009] [optim_t 0.225] [lr 0.000808] [CE 4.431 (3.999)] [KD 2.635 (2.576)] 2024-10-18 03:44:50,265 - Train: 65.81% [823250/1251000] [658.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000807] [CE 4.482 (4.075)] [KD 2.898 (2.643)] 2024-10-18 03:45:03,527 - Train: 65.81% [823300/1251000] [658.1/1000.0] [batch_t 0.276 (0.265)] [data_t 0.009] [optim_t 0.267] [lr 0.000807] [CE 4.015 (4.034)] [KD 2.504 (2.577)] 2024-10-18 03:45:17,592 - Train: 65.82% [823350/1251000] [658.2/1000.0] [batch_t 0.280 (0.281)] [data_t 0.009] [optim_t 0.272] [lr 0.000807] [CE 3.856 (4.078)] [KD 2.576 (2.618)] 2024-10-18 03:45:31,487 - Train: 65.82% [823400/1251000] [658.2/1000.0] [batch_t 0.293 (0.278)] [data_t 0.009] [optim_t 0.284] [lr 0.000807] [CE 3.746 (4.008)] [KD 2.592 (2.604)] 2024-10-18 03:45:45,126 - Train: 65.82% [823450/1251000] [658.2/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.000807] [CE 4.379 (4.037)] [KD 2.693 (2.623)] 2024-10-18 03:45:57,097 - Train: 65.83% [823500/1251000] [658.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000807] [CE 3.779 (4.125)] [KD 2.462 (2.639)] 2024-10-18 03:46:09,339 - Train: 65.83% [823550/1251000] [658.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000807] [CE 3.789 (4.000)] [KD 2.513 (2.608)] 2024-10-18 03:46:22,664 - Train: 65.84% [823600/1251000] [658.4/1000.0] [batch_t 0.281 (0.266)] [data_t 0.009] [optim_t 0.272] [lr 0.000806] [CE 3.929 (4.075)] [KD 2.562 (2.623)] 2024-10-18 03:46:36,149 - Train: 65.84% [823650/1251000] [658.4/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000806] [CE 4.484 (4.018)] [KD 2.943 (2.602)] 2024-10-18 03:46:49,869 - Train: 65.84% [823700/1251000] [658.4/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.000806] [CE 4.128 (4.082)] [KD 2.600 (2.607)] 2024-10-18 03:47:03,460 - Train: 65.85% [823750/1251000] [658.5/1000.0] [batch_t 0.320 (0.272)] [data_t 0.009] [optim_t 0.311] [lr 0.000806] [CE 3.977 (4.070)] [KD 2.468 (2.646)] 2024-10-18 03:47:16,042 - Train: 65.85% [823800/1251000] [658.5/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.000806] [CE 4.304 (4.059)] [KD 2.839 (2.624)] 2024-10-18 03:47:29,049 - Train: 65.86% [823850/1251000] [658.6/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.000806] [CE 3.808 (4.012)] [KD 2.600 (2.556)] 2024-10-18 03:47:42,851 - Train: 65.86% [823900/1251000] [658.6/1000.0] [batch_t 0.260 (0.276)] [data_t 0.009] [optim_t 0.251] [lr 0.000805] [CE 4.161 (4.052)] [KD 2.490 (2.591)] 2024-10-18 03:47:56,634 - Train: 65.86% [823950/1251000] [658.6/1000.0] [batch_t 0.313 (0.276)] [data_t 0.009] [optim_t 0.304] [lr 0.000805] [CE 3.582 (4.031)] [KD 2.349 (2.611)] 2024-10-18 03:48:10,638 - Train: 65.87% [824000/1251000] [658.7/1000.0] [batch_t 0.280 (0.280)] [data_t 0.009] [optim_t 0.271] [lr 0.000805] [CE 3.508 (4.045)] [KD 2.223 (2.616)] 2024-10-18 03:48:24,704 - Train: 65.87% [824050/1251000] [658.7/1000.0] [batch_t 0.232 (0.281)] [data_t 0.009] [optim_t 0.223] [lr 0.000805] [CE 3.993 (4.041)] [KD 2.736 (2.598)] 2024-10-18 03:48:37,215 - Train: 65.88% [824100/1251000] [658.8/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.000805] [CE 4.013 (4.018)] [KD 2.556 (2.604)] 2024-10-18 03:48:50,320 - Train: 65.88% [824150/1251000] [658.8/1000.0] [batch_t 0.291 (0.262)] [data_t 0.009] [optim_t 0.282] [lr 0.000805] [CE 3.775 (4.076)] [KD 2.501 (2.624)] 2024-10-18 03:49:04,114 - Train: 65.88% [824200/1251000] [658.8/1000.0] [batch_t 0.310 (0.276)] [data_t 0.009] [optim_t 0.301] [lr 0.000804] [CE 4.715 (4.046)] [KD 2.919 (2.635)] 2024-10-18 03:49:18,016 - Train: 65.89% [824250/1251000] [658.9/1000.0] [batch_t 0.236 (0.278)] [data_t 0.009] [optim_t 0.227] [lr 0.000804] [CE 3.979 (4.025)] [KD 2.581 (2.567)] 2024-10-18 03:49:31,801 - Train: 65.89% [824300/1251000] [658.9/1000.0] [batch_t 0.251 (0.276)] [data_t 0.009] [optim_t 0.242] [lr 0.000804] [CE 4.828 (4.019)] [KD 3.093 (2.596)] 2024-10-18 03:49:45,458 - Train: 65.90% [824350/1251000] [659.0/1000.0] [batch_t 0.288 (0.273)] [data_t 0.009] [optim_t 0.279] [lr 0.000804] [CE 4.681 (4.070)] [KD 3.012 (2.613)] 2024-10-18 03:49:57,712 - Train: 65.90% [824400/1251000] [659.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000804] [CE 4.300 (4.044)] [KD 2.547 (2.595)] 2024-10-18 03:50:13,160 - Test (net): 100.00% [50/50] [batch_t 0.098 (0.264)] [top1_cnt 39499] [top5_cnt 47268] [top_all 50000] 2024-10-18 03:50:13,161 - net: 78.998 (94.536) 2024-10-18 03:50:27,559 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.281)] [top1_cnt 40740] [top5_cnt 47773] [top_all 50000] 2024-10-18 03:50:27,559 - net_E: 81.480 (95.546) 2024-10-18 03:50:27,688 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:50:27,688 - ==> Total time: 2 days, 12:37:08 Eta: 1 day, 7:22:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:50:41,800 - Train: 65.90% [824450/1251000] [659.0/1000.0] [batch_t 0.239 (0.311)] [data_t 0.009] [optim_t 0.230] [lr 0.000804] [CE 3.407 (4.110)] [KD 2.424 (2.625)] 2024-10-18 03:50:55,934 - Train: 65.91% [824500/1251000] [659.1/1000.0] [batch_t 0.275 (0.283)] [data_t 0.051] [optim_t 0.224] [lr 0.000803] [CE 4.336 (4.042)] [KD 2.780 (2.607)] 2024-10-18 03:51:09,787 - Train: 65.91% [824550/1251000] [659.1/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.000803] [CE 3.976 (4.040)] [KD 2.521 (2.570)] 2024-10-18 03:51:21,924 - Train: 65.92% [824600/1251000] [659.2/1000.0] [batch_t 0.289 (0.243)] [data_t 0.065] [optim_t 0.224] [lr 0.000803] [CE 4.129 (4.032)] [KD 2.638 (2.597)] 2024-10-18 03:51:34,840 - Train: 65.92% [824650/1251000] [659.2/1000.0] [batch_t 0.266 (0.258)] [data_t 0.041] [optim_t 0.226] [lr 0.000803] [CE 4.030 (4.013)] [KD 2.567 (2.587)] 2024-10-18 03:51:48,491 - Train: 65.92% [824700/1251000] [659.2/1000.0] [batch_t 0.284 (0.273)] [data_t 0.009] [optim_t 0.275] [lr 0.000803] [CE 4.268 (4.090)] [KD 2.540 (2.610)] 2024-10-18 03:52:02,263 - Train: 65.93% [824750/1251000] [659.3/1000.0] [batch_t 0.262 (0.275)] [data_t 0.009] [optim_t 0.253] [lr 0.000803] [CE 3.909 (4.064)] [KD 2.555 (2.614)] 2024-10-18 03:52:16,316 - Train: 65.93% [824800/1251000] [659.3/1000.0] [batch_t 0.234 (0.281)] [data_t 0.009] [optim_t 0.225] [lr 0.000802] [CE 3.622 (4.042)] [KD 2.114 (2.586)] 2024-10-18 03:52:30,017 - Train: 65.94% [824850/1251000] [659.4/1000.0] [batch_t 0.255 (0.274)] [data_t 0.009] [optim_t 0.246] [lr 0.000802] [CE 4.160 (4.051)] [KD 2.545 (2.611)] 2024-10-18 03:52:42,666 - Train: 65.94% [824900/1251000] [659.4/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000802] [CE 3.048 (4.078)] [KD 2.278 (2.648)] 2024-10-18 03:52:55,560 - Train: 65.94% [824950/1251000] [659.4/1000.0] [batch_t 0.276 (0.258)] [data_t 0.009] [optim_t 0.267] [lr 0.000802] [CE 4.105 (4.089)] [KD 2.625 (2.654)] 2024-10-18 03:53:08,829 - Train: 65.95% [825000/1251000] [659.5/1000.0] [batch_t 0.256 (0.265)] [data_t 0.009] [optim_t 0.247] [lr 0.000802] [CE 3.840 (4.006)] [KD 2.400 (2.604)] 2024-10-18 03:53:22,507 - Train: 65.95% [825050/1251000] [659.5/1000.0] [batch_t 0.270 (0.273)] [data_t 0.009] [optim_t 0.261] [lr 0.000802] [CE 4.195 (4.060)] [KD 2.757 (2.611)] 2024-10-18 03:53:36,159 - Train: 65.96% [825100/1251000] [659.6/1000.0] [batch_t 0.300 (0.273)] [data_t 0.009] [optim_t 0.290] [lr 0.000801] [CE 3.414 (4.079)] [KD 2.316 (2.622)] 2024-10-18 03:53:50,075 - Train: 65.96% [825150/1251000] [659.6/1000.0] [batch_t 0.269 (0.278)] [data_t 0.009] [optim_t 0.261] [lr 0.000801] [CE 4.543 (4.108)] [KD 2.968 (2.690)] 2024-10-18 03:54:02,591 - Train: 65.96% [825200/1251000] [659.6/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000801] [CE 4.180 (4.039)] [KD 2.610 (2.599)] 2024-10-18 03:54:15,672 - Train: 65.97% [825250/1251000] [659.7/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.000801] [CE 3.953 (4.045)] [KD 2.592 (2.600)] 2024-10-18 03:54:29,473 - Train: 65.97% [825300/1251000] [659.7/1000.0] [batch_t 0.288 (0.276)] [data_t 0.009] [optim_t 0.279] [lr 0.000801] [CE 4.152 (4.075)] [KD 2.581 (2.627)] 2024-10-18 03:54:43,335 - Train: 65.98% [825350/1251000] [659.8/1000.0] [batch_t 0.296 (0.277)] [data_t 0.009] [optim_t 0.287] [lr 0.000801] [CE 4.164 (4.082)] [KD 2.637 (2.627)] 2024-10-18 03:54:57,000 - Train: 65.98% [825400/1251000] [659.8/1000.0] [batch_t 0.283 (0.273)] [data_t 0.009] [optim_t 0.274] [lr 0.000800] [CE 3.997 (4.066)] [KD 2.542 (2.654)] 2024-10-18 03:55:11,023 - Train: 65.98% [825450/1251000] [659.8/1000.0] [batch_t 0.264 (0.280)] [data_t 0.009] [optim_t 0.255] [lr 0.000800] [CE 4.103 (4.041)] [KD 2.623 (2.653)] 2024-10-18 03:55:23,567 - Train: 65.99% [825500/1251000] [659.9/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000800] [CE 3.662 (4.024)] [KD 2.499 (2.593)] 2024-10-18 03:55:35,868 - Train: 65.99% [825550/1251000] [659.9/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000800] [CE 4.255 (4.090)] [KD 2.781 (2.627)] 2024-10-18 03:55:48,837 - Train: 66.00% [825600/1251000] [660.0/1000.0] [batch_t 0.298 (0.259)] [data_t 0.009] [optim_t 0.289] [lr 0.000800] [CE 3.479 (3.971)] [KD 2.188 (2.595)] 2024-10-18 03:56:02,665 - Train: 66.00% [825650/1251000] [660.0/1000.0] [batch_t 0.233 (0.276)] [data_t 0.009] [optim_t 0.224] [lr 0.000800] [CE 4.702 (4.100)] [KD 2.861 (2.651)] 2024-10-18 03:56:18,575 - Test (net): 100.00% [50/50] [batch_t 0.108 (0.267)] [top1_cnt 39447] [top5_cnt 47270] [top_all 50000] 2024-10-18 03:56:18,575 - net: 78.894 (94.540) 2024-10-18 03:56:32,562 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.273)] [top1_cnt 40711] [top5_cnt 47815] [top_all 50000] 2024-10-18 03:56:32,562 - net_E: 81.422 (95.630) 2024-10-18 03:56:32,720 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 03:56:32,720 - ==> Total time: 2 days, 12:43:13 Eta: 1 day, 7:16:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 03:56:47,992 - Train: 66.00% [825700/1251000] [660.0/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.000799] [CE 3.853 (4.026)] [KD 2.616 (2.596)] 2024-10-18 03:57:00,570 - Train: 66.01% [825750/1251000] [660.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000799] [CE 3.876 (4.096)] [KD 2.518 (2.619)] 2024-10-18 03:57:13,286 - Train: 66.01% [825800/1251000] [660.1/1000.0] [batch_t 0.255 (0.254)] [data_t 0.009] [optim_t 0.246] [lr 0.000799] [CE 3.911 (4.057)] [KD 2.409 (2.597)] 2024-10-18 03:57:26,777 - Train: 66.02% [825850/1251000] [660.2/1000.0] [batch_t 0.257 (0.270)] [data_t 0.009] [optim_t 0.248] [lr 0.000799] [CE 4.689 (4.113)] [KD 2.971 (2.629)] 2024-10-18 03:57:40,261 - Train: 66.02% [825900/1251000] [660.2/1000.0] [batch_t 0.261 (0.270)] [data_t 0.009] [optim_t 0.252] [lr 0.000799] [CE 4.461 (4.055)] [KD 2.854 (2.617)] 2024-10-18 03:57:53,919 - Train: 66.02% [825950/1251000] [660.2/1000.0] [batch_t 0.237 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.000799] [CE 4.662 (4.125)] [KD 2.780 (2.671)] 2024-10-18 03:58:06,086 - Train: 66.03% [826000/1251000] [660.3/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000798] [CE 4.337 (4.084)] [KD 2.742 (2.602)] 2024-10-18 03:58:18,699 - Train: 66.03% [826050/1251000] [660.3/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000798] [CE 3.733 (4.015)] [KD 2.417 (2.579)] 2024-10-18 03:58:32,346 - Train: 66.04% [826100/1251000] [660.4/1000.0] [batch_t 0.306 (0.273)] [data_t 0.009] [optim_t 0.297] [lr 0.000798] [CE 4.277 (4.064)] [KD 2.844 (2.623)] 2024-10-18 03:58:45,926 - Train: 66.04% [826150/1251000] [660.4/1000.0] [batch_t 0.244 (0.271)] [data_t 0.009] [optim_t 0.235] [lr 0.000798] [CE 4.258 (4.079)] [KD 2.597 (2.616)] 2024-10-18 03:58:59,840 - Train: 66.04% [826200/1251000] [660.4/1000.0] [batch_t 0.294 (0.278)] [data_t 0.009] [optim_t 0.285] [lr 0.000798] [CE 4.371 (4.027)] [KD 2.558 (2.604)] 2024-10-18 03:59:13,541 - Train: 66.05% [826250/1251000] [660.5/1000.0] [batch_t 0.243 (0.274)] [data_t 0.009] [optim_t 0.234] [lr 0.000798] [CE 3.794 (4.004)] [KD 2.580 (2.573)] 2024-10-18 03:59:25,938 - Train: 66.05% [826300/1251000] [660.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000798] [CE 3.601 (4.015)] [KD 2.335 (2.585)] 2024-10-18 03:59:38,706 - Train: 66.06% [826350/1251000] [660.6/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.000797] [CE 4.087 (4.014)] [KD 2.644 (2.576)] 2024-10-18 03:59:52,443 - Train: 66.06% [826400/1251000] [660.6/1000.0] [batch_t 0.263 (0.275)] [data_t 0.009] [optim_t 0.254] [lr 0.000797] [CE 4.149 (4.006)] [KD 2.615 (2.559)] 2024-10-18 04:00:06,231 - Train: 66.06% [826450/1251000] [660.6/1000.0] [batch_t 0.314 (0.276)] [data_t 0.009] [optim_t 0.305] [lr 0.000797] [CE 3.890 (4.051)] [KD 2.576 (2.615)] 2024-10-18 04:00:19,908 - Train: 66.07% [826500/1251000] [660.7/1000.0] [batch_t 0.289 (0.273)] [data_t 0.009] [optim_t 0.280] [lr 0.000797] [CE 4.102 (4.079)] [KD 2.737 (2.646)] 2024-10-18 04:00:33,650 - Train: 66.07% [826550/1251000] [660.7/1000.0] [batch_t 0.267 (0.275)] [data_t 0.009] [optim_t 0.258] [lr 0.000797] [CE 3.981 (4.000)] [KD 2.561 (2.599)] 2024-10-18 04:00:46,100 - Train: 66.08% [826600/1251000] [660.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000797] [CE 3.868 (4.012)] [KD 2.512 (2.568)] 2024-10-18 04:00:58,945 - Train: 66.08% [826650/1251000] [660.8/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.000796] [CE 4.305 (4.089)] [KD 2.749 (2.654)] 2024-10-18 04:01:12,204 - Train: 66.08% [826700/1251000] [660.8/1000.0] [batch_t 0.277 (0.265)] [data_t 0.009] [optim_t 0.269] [lr 0.000796] [CE 4.017 (4.026)] [KD 2.721 (2.617)] 2024-10-18 04:01:25,850 - Train: 66.09% [826750/1251000] [660.9/1000.0] [batch_t 0.285 (0.273)] [data_t 0.009] [optim_t 0.276] [lr 0.000796] [CE 3.841 (4.001)] [KD 2.432 (2.592)] 2024-10-18 04:01:39,424 - Train: 66.09% [826800/1251000] [660.9/1000.0] [batch_t 0.276 (0.271)] [data_t 0.009] [optim_t 0.267] [lr 0.000796] [CE 4.189 (3.947)] [KD 2.669 (2.578)] 2024-10-18 04:01:52,853 - Train: 66.10% [826850/1251000] [661.0/1000.0] [batch_t 0.242 (0.268)] [data_t 0.009] [optim_t 0.233] [lr 0.000796] [CE 3.470 (4.082)] [KD 2.306 (2.620)] 2024-10-18 04:02:05,562 - Train: 66.10% [826900/1251000] [661.0/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000796] [CE 4.291 (4.046)] [KD 2.721 (2.629)] 2024-10-18 04:02:20,945 - Test (net): 100.00% [50/50] [batch_t 0.096 (0.251)] [top1_cnt 39487] [top5_cnt 47277] [top_all 50000] 2024-10-18 04:02:20,946 - net: 78.974 (94.554) 2024-10-18 04:02:34,961 - Test (net_E): 100.00% [50/50] [batch_t 0.105 (0.271)] [top1_cnt 40699] [top5_cnt 47835] [top_all 50000] 2024-10-18 04:02:34,961 - net_E: 81.398 (95.670) 2024-10-18 04:02:35,129 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:02:35,129 - ==> Total time: 2 days, 12:49:15 Eta: 1 day, 7:11:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:02:48,690 - Train: 66.10% [826950/1251000] [661.0/1000.0] [batch_t 0.240 (0.310)] [data_t 0.009] [optim_t 0.231] [lr 0.000795] [CE 3.599 (4.068)] [KD 2.261 (2.583)] 2024-10-18 04:03:01,923 - Train: 66.11% [827000/1251000] [661.1/1000.0] [batch_t 0.271 (0.265)] [data_t 0.009] [optim_t 0.262] [lr 0.000795] [CE 4.186 (4.024)] [KD 2.669 (2.597)] 2024-10-18 04:03:15,618 - Train: 66.11% [827050/1251000] [661.1/1000.0] [batch_t 0.305 (0.274)] [data_t 0.009] [optim_t 0.296] [lr 0.000795] [CE 3.679 (4.050)] [KD 2.419 (2.601)] 2024-10-18 04:03:28,442 - Train: 66.12% [827100/1251000] [661.2/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.000795] [CE 4.422 (4.117)] [KD 2.748 (2.645)] 2024-10-18 04:03:41,169 - Train: 66.12% [827150/1251000] [661.2/1000.0] [batch_t 0.273 (0.254)] [data_t 0.009] [optim_t 0.264] [lr 0.000795] [CE 4.060 (4.060)] [KD 2.670 (2.600)] 2024-10-18 04:03:54,421 - Train: 66.12% [827200/1251000] [661.2/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.000795] [CE 3.709 (4.033)] [KD 2.509 (2.623)] 2024-10-18 04:04:08,039 - Train: 66.13% [827250/1251000] [661.3/1000.0] [batch_t 0.293 (0.272)] [data_t 0.009] [optim_t 0.284] [lr 0.000794] [CE 4.282 (4.081)] [KD 2.659 (2.647)] 2024-10-18 04:04:21,452 - Train: 66.13% [827300/1251000] [661.3/1000.0] [batch_t 0.243 (0.268)] [data_t 0.009] [optim_t 0.235] [lr 0.000794] [CE 4.406 (4.067)] [KD 2.749 (2.601)] 2024-10-18 04:04:35,119 - Train: 66.14% [827350/1251000] [661.4/1000.0] [batch_t 0.272 (0.273)] [data_t 0.009] [optim_t 0.264] [lr 0.000794] [CE 3.864 (4.115)] [KD 2.638 (2.651)] 2024-10-18 04:04:47,961 - Train: 66.14% [827400/1251000] [661.4/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000794] [CE 4.100 (4.077)] [KD 2.650 (2.621)] 2024-10-18 04:05:00,114 - Train: 66.14% [827450/1251000] [661.4/1000.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000794] [CE 3.717 (4.041)] [KD 2.337 (2.579)] 2024-10-18 04:05:13,243 - Train: 66.15% [827500/1251000] [661.5/1000.0] [batch_t 0.321 (0.262)] [data_t 0.009] [optim_t 0.312] [lr 0.000794] [CE 4.146 (4.011)] [KD 2.606 (2.580)] 2024-10-18 04:05:26,510 - Train: 66.15% [827550/1251000] [661.5/1000.0] [batch_t 0.257 (0.265)] [data_t 0.009] [optim_t 0.248] [lr 0.000793] [CE 4.306 (3.989)] [KD 2.686 (2.589)] 2024-10-18 04:05:39,633 - Train: 66.16% [827600/1251000] [661.6/1000.0] [batch_t 0.262 (0.262)] [data_t 0.009] [optim_t 0.253] [lr 0.000793] [CE 4.470 (4.057)] [KD 2.738 (2.577)] 2024-10-18 04:05:53,264 - Train: 66.16% [827650/1251000] [661.6/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.000793] [CE 4.236 (4.038)] [KD 2.771 (2.579)] 2024-10-18 04:06:05,974 - Train: 66.16% [827700/1251000] [661.6/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000793] [CE 4.264 (4.102)] [KD 2.558 (2.603)] 2024-10-18 04:06:18,010 - Train: 66.17% [827750/1251000] [661.7/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000793] [CE 3.934 (4.049)] [KD 2.317 (2.604)] 2024-10-18 04:06:30,274 - Train: 66.17% [827800/1251000] [661.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000793] [CE 3.489 (3.980)] [KD 2.370 (2.577)] 2024-10-18 04:06:43,567 - Train: 66.18% [827850/1251000] [661.8/1000.0] [batch_t 0.248 (0.266)] [data_t 0.009] [optim_t 0.239] [lr 0.000792] [CE 3.770 (3.975)] [KD 2.341 (2.564)] 2024-10-18 04:06:56,989 - Train: 66.18% [827900/1251000] [661.8/1000.0] [batch_t 0.288 (0.268)] [data_t 0.009] [optim_t 0.279] [lr 0.000792] [CE 4.356 (4.072)] [KD 2.603 (2.645)] 2024-10-18 04:07:10,312 - Train: 66.18% [827950/1251000] [661.8/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000792] [CE 4.196 (3.996)] [KD 2.730 (2.590)] 2024-10-18 04:07:23,768 - Train: 66.19% [828000/1251000] [661.9/1000.0] [batch_t 0.234 (0.269)] [data_t 0.009] [optim_t 0.225] [lr 0.000792] [CE 3.464 (4.019)] [KD 2.441 (2.570)] 2024-10-18 04:07:35,771 - Train: 66.19% [828050/1251000] [661.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000792] [CE 4.047 (4.135)] [KD 2.580 (2.628)] 2024-10-18 04:07:48,252 - Train: 66.20% [828100/1251000] [662.0/1000.0] [batch_t 0.311 (0.250)] [data_t 0.009] [optim_t 0.302] [lr 0.000792] [CE 3.908 (4.019)] [KD 2.486 (2.581)] 2024-10-18 04:08:02,067 - Train: 66.20% [828150/1251000] [662.0/1000.0] [batch_t 0.233 (0.276)] [data_t 0.009] [optim_t 0.224] [lr 0.000791] [CE 4.557 (4.007)] [KD 2.919 (2.584)] 2024-10-18 04:08:18,543 - Test (net): 100.00% [50/50] [batch_t 0.119 (0.266)] [top1_cnt 39447] [top5_cnt 47294] [top_all 50000] 2024-10-18 04:08:18,544 - net: 78.894 (94.588) 2024-10-18 04:08:32,171 - Test (net_E): 100.00% [50/50] [batch_t 0.090 (0.265)] [top1_cnt 40705] [top5_cnt 47860] [top_all 50000] 2024-10-18 04:08:32,172 - net_E: 81.410 (95.720) 2024-10-18 04:08:32,329 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:08:32,330 - ==> Total time: 2 days, 12:55:12 Eta: 1 day, 7:06:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:08:45,736 - Train: 66.20% [828200/1251000] [662.0/1000.0] [batch_t 0.236 (0.311)] [data_t 0.009] [optim_t 0.227] [lr 0.000791] [CE 4.444 (4.095)] [KD 2.901 (2.619)] 2024-10-18 04:08:57,955 - Train: 66.21% [828250/1251000] [662.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000791] [CE 4.299 (4.020)] [KD 2.706 (2.589)] 2024-10-18 04:09:10,139 - Train: 66.21% [828300/1251000] [662.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000791] [CE 4.071 (4.039)] [KD 2.728 (2.600)] 2024-10-18 04:09:22,740 - Train: 66.22% [828350/1251000] [662.2/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.000791] [CE 3.904 (4.121)] [KD 2.628 (2.630)] 2024-10-18 04:09:36,803 - Train: 66.22% [828400/1251000] [662.2/1000.0] [batch_t 0.280 (0.281)] [data_t 0.009] [optim_t 0.271] [lr 0.000791] [CE 4.585 (4.101)] [KD 2.915 (2.588)] 2024-10-18 04:09:50,739 - Train: 66.22% [828450/1251000] [662.2/1000.0] [batch_t 0.236 (0.279)] [data_t 0.009] [optim_t 0.227] [lr 0.000790] [CE 3.519 (4.032)] [KD 2.505 (2.629)] 2024-10-18 04:10:03,996 - Train: 66.23% [828500/1251000] [662.3/1000.0] [batch_t 0.303 (0.265)] [data_t 0.009] [optim_t 0.294] [lr 0.000790] [CE 4.553 (4.054)] [KD 2.869 (2.634)] 2024-10-18 04:10:16,201 - Train: 66.23% [828550/1251000] [662.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000790] [CE 4.293 (4.034)] [KD 2.721 (2.609)] 2024-10-18 04:10:28,500 - Train: 66.24% [828600/1251000] [662.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000790] [CE 3.224 (3.980)] [KD 2.274 (2.543)] 2024-10-18 04:10:41,605 - Train: 66.24% [828650/1251000] [662.4/1000.0] [batch_t 0.242 (0.262)] [data_t 0.009] [optim_t 0.233] [lr 0.000790] [CE 4.048 (4.090)] [KD 2.792 (2.629)] 2024-10-18 04:10:55,147 - Train: 66.24% [828700/1251000] [662.4/1000.0] [batch_t 0.359 (0.271)] [data_t 0.009] [optim_t 0.350] [lr 0.000790] [CE 4.451 (4.066)] [KD 2.911 (2.625)] 2024-10-18 04:11:08,706 - Train: 66.25% [828750/1251000] [662.5/1000.0] [batch_t 0.266 (0.271)] [data_t 0.009] [optim_t 0.257] [lr 0.000790] [CE 3.777 (4.061)] [KD 2.527 (2.635)] 2024-10-18 04:11:22,504 - Train: 66.25% [828800/1251000] [662.5/1000.0] [batch_t 0.282 (0.276)] [data_t 0.009] [optim_t 0.273] [lr 0.000789] [CE 3.957 (4.105)] [KD 2.802 (2.650)] 2024-10-18 04:11:35,393 - Train: 66.25% [828850/1251000] [662.5/1000.0] [batch_t 0.241 (0.258)] [data_t 0.009] [optim_t 0.232] [lr 0.000789] [CE 3.929 (4.061)] [KD 2.517 (2.623)] 2024-10-18 04:11:47,940 - Train: 66.26% [828900/1251000] [662.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000789] [CE 4.419 (4.052)] [KD 2.789 (2.630)] 2024-10-18 04:12:01,341 - Train: 66.26% [828950/1251000] [662.6/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.000789] [CE 4.594 (4.055)] [KD 2.790 (2.632)] 2024-10-18 04:12:15,068 - Train: 66.27% [829000/1251000] [662.7/1000.0] [batch_t 0.272 (0.274)] [data_t 0.009] [optim_t 0.264] [lr 0.000789] [CE 4.358 (4.021)] [KD 2.721 (2.569)] 2024-10-18 04:12:28,567 - Train: 66.27% [829050/1251000] [662.7/1000.0] [batch_t 0.323 (0.270)] [data_t 0.009] [optim_t 0.314] [lr 0.000789] [CE 4.548 (4.053)] [KD 2.870 (2.630)] 2024-10-18 04:12:42,236 - Train: 66.27% [829100/1251000] [662.7/1000.0] [batch_t 0.266 (0.273)] [data_t 0.009] [optim_t 0.257] [lr 0.000788] [CE 3.695 (4.055)] [KD 2.196 (2.599)] 2024-10-18 04:12:54,710 - Train: 66.28% [829150/1251000] [662.8/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000788] [CE 4.296 (4.065)] [KD 2.640 (2.602)] 2024-10-18 04:13:06,943 - Train: 66.28% [829200/1251000] [662.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000788] [CE 4.165 (4.092)] [KD 2.585 (2.626)] 2024-10-18 04:13:20,323 - Train: 66.29% [829250/1251000] [662.9/1000.0] [batch_t 0.291 (0.267)] [data_t 0.009] [optim_t 0.282] [lr 0.000788] [CE 3.799 (4.056)] [KD 2.423 (2.579)] 2024-10-18 04:13:34,275 - Train: 66.29% [829300/1251000] [662.9/1000.0] [batch_t 0.266 (0.279)] [data_t 0.009] [optim_t 0.257] [lr 0.000788] [CE 4.039 (4.022)] [KD 2.508 (2.587)] 2024-10-18 04:13:48,019 - Train: 66.29% [829350/1251000] [662.9/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.270] [lr 0.000788] [CE 4.197 (4.098)] [KD 2.673 (2.621)] 2024-10-18 04:14:01,687 - Train: 66.30% [829400/1251000] [663.0/1000.0] [batch_t 0.241 (0.273)] [data_t 0.009] [optim_t 0.232] [lr 0.000787] [CE 4.644 (4.134)] [KD 2.957 (2.680)] 2024-10-18 04:14:17,440 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.250)] [top1_cnt 39498] [top5_cnt 47323] [top_all 50000] 2024-10-18 04:14:17,440 - net: 78.996 (94.646) 2024-10-18 04:14:30,244 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40720] [top5_cnt 47840] [top_all 50000] 2024-10-18 04:14:30,244 - net_E: 81.440 (95.680) 2024-10-18 04:14:30,382 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:14:30,383 - ==> Total time: 2 days, 13:01:11 Eta: 1 day, 7:00:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:14:43,659 - Train: 66.30% [829450/1251000] [663.0/1000.0] [batch_t 0.249 (0.321)] [data_t 0.009] [optim_t 0.240] [lr 0.000787] [CE 4.573 (4.037)] [KD 2.959 (2.603)] 2024-10-18 04:14:57,914 - Train: 66.31% [829500/1251000] [663.1/1000.0] [batch_t 0.259 (0.285)] [data_t 0.009] [optim_t 0.250] [lr 0.000787] [CE 3.906 (4.098)] [KD 2.526 (2.608)] 2024-10-18 04:15:11,431 - Train: 66.31% [829550/1251000] [663.1/1000.0] [batch_t 0.241 (0.270)] [data_t 0.009] [optim_t 0.232] [lr 0.000787] [CE 3.988 (3.979)] [KD 2.738 (2.556)] 2024-10-18 04:15:25,142 - Train: 66.31% [829600/1251000] [663.1/1000.0] [batch_t 0.262 (0.274)] [data_t 0.009] [optim_t 0.254] [lr 0.000787] [CE 3.967 (4.094)] [KD 2.538 (2.628)] 2024-10-18 04:15:37,871 - Train: 66.32% [829650/1251000] [663.2/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.000787] [CE 4.234 (3.999)] [KD 2.831 (2.567)] 2024-10-18 04:15:50,041 - Train: 66.32% [829700/1251000] [663.2/1000.0] [batch_t 0.287 (0.243)] [data_t 0.009] [optim_t 0.278] [lr 0.000786] [CE 3.882 (4.069)] [KD 2.544 (2.602)] 2024-10-18 04:16:03,118 - Train: 66.33% [829750/1251000] [663.3/1000.0] [batch_t 0.286 (0.261)] [data_t 0.009] [optim_t 0.277] [lr 0.000786] [CE 4.096 (4.044)] [KD 2.577 (2.587)] 2024-10-18 04:16:16,410 - Train: 66.33% [829800/1251000] [663.3/1000.0] [batch_t 0.240 (0.266)] [data_t 0.009] [optim_t 0.231] [lr 0.000786] [CE 3.968 (4.052)] [KD 2.649 (2.604)] 2024-10-18 04:16:30,081 - Train: 66.33% [829850/1251000] [663.3/1000.0] [batch_t 0.234 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.000786] [CE 3.928 (3.994)] [KD 2.620 (2.576)] 2024-10-18 04:16:43,127 - Train: 66.34% [829900/1251000] [663.4/1000.0] [batch_t 0.288 (0.261)] [data_t 0.009] [optim_t 0.279] [lr 0.000786] [CE 4.226 (4.058)] [KD 2.636 (2.608)] 2024-10-18 04:16:56,106 - Train: 66.34% [829950/1251000] [663.4/1000.0] [batch_t 0.247 (0.259)] [data_t 0.009] [optim_t 0.238] [lr 0.000786] [CE 4.054 (3.960)] [KD 2.559 (2.598)] 2024-10-18 04:17:08,384 - Train: 66.35% [830000/1251000] [663.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000785] [CE 3.999 (4.039)] [KD 2.584 (2.606)] 2024-10-18 04:17:21,298 - Train: 66.35% [830050/1251000] [663.5/1000.0] [batch_t 0.285 (0.258)] [data_t 0.009] [optim_t 0.276] [lr 0.000785] [CE 4.181 (4.178)] [KD 2.673 (2.661)] 2024-10-18 04:17:35,121 - Train: 66.35% [830100/1251000] [663.5/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.000785] [CE 4.094 (4.062)] [KD 2.613 (2.592)] 2024-10-18 04:17:48,411 - Train: 66.36% [830150/1251000] [663.6/1000.0] [batch_t 0.262 (0.266)] [data_t 0.009] [optim_t 0.253] [lr 0.000785] [CE 4.117 (4.076)] [KD 2.688 (2.598)] 2024-10-18 04:18:02,011 - Train: 66.36% [830200/1251000] [663.6/1000.0] [batch_t 0.268 (0.272)] [data_t 0.009] [optim_t 0.259] [lr 0.000785] [CE 3.835 (4.002)] [KD 2.341 (2.568)] 2024-10-18 04:18:15,398 - Train: 66.37% [830250/1251000] [663.7/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000785] [CE 4.251 (4.070)] [KD 2.823 (2.584)] 2024-10-18 04:18:27,409 - Train: 66.37% [830300/1251000] [663.7/1000.0] [batch_t 0.263 (0.240)] [data_t 0.011] [optim_t 0.252] [lr 0.000784] [CE 4.190 (4.046)] [KD 2.819 (2.595)] 2024-10-18 04:18:39,860 - Train: 66.37% [830350/1251000] [663.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000784] [CE 4.108 (4.103)] [KD 2.619 (2.610)] 2024-10-18 04:18:53,175 - Train: 66.38% [830400/1251000] [663.8/1000.0] [batch_t 0.262 (0.266)] [data_t 0.009] [optim_t 0.253] [lr 0.000784] [CE 3.698 (4.013)] [KD 2.338 (2.576)] 2024-10-18 04:19:06,948 - Train: 66.38% [830450/1251000] [663.8/1000.0] [batch_t 0.266 (0.275)] [data_t 0.009] [optim_t 0.257] [lr 0.000784] [CE 4.353 (4.011)] [KD 2.718 (2.602)] 2024-10-18 04:19:20,414 - Train: 66.39% [830500/1251000] [663.9/1000.0] [batch_t 0.292 (0.269)] [data_t 0.009] [optim_t 0.283] [lr 0.000784] [CE 4.687 (3.970)] [KD 2.912 (2.571)] 2024-10-18 04:19:34,318 - Train: 66.39% [830550/1251000] [663.9/1000.0] [batch_t 0.236 (0.278)] [data_t 0.009] [optim_t 0.227] [lr 0.000784] [CE 3.762 (3.997)] [KD 2.575 (2.561)] 2024-10-18 04:19:46,436 - Train: 66.39% [830600/1251000] [663.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000784] [CE 3.998 (3.987)] [KD 2.533 (2.559)] 2024-10-18 04:19:59,700 - Train: 66.40% [830650/1251000] [664.0/1000.0] [batch_t 0.315 (0.265)] [data_t 0.009] [optim_t 0.307] [lr 0.000783] [CE 3.934 (4.046)] [KD 2.569 (2.618)] 2024-10-18 04:20:16,365 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.264)] [top1_cnt 39608] [top5_cnt 47315] [top_all 50000] 2024-10-18 04:20:16,365 - net: 79.216 (94.630) 2024-10-18 04:20:30,407 - Test (net_E): 100.00% [50/50] [batch_t 0.103 (0.274)] [top1_cnt 40727] [top5_cnt 47850] [top_all 50000] 2024-10-18 04:20:30,407 - net_E: 81.454 (95.700) 2024-10-18 04:20:30,530 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:20:30,530 - ==> Total time: 2 days, 13:07:11 Eta: 1 day, 6:55:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:20:43,365 - Train: 66.40% [830700/1251000] [664.0/1000.0] [batch_t 0.239 (0.316)] [data_t 0.009] [optim_t 0.230] [lr 0.000783] [CE 4.104 (4.044)] [KD 2.509 (2.599)] 2024-10-18 04:20:56,671 - Train: 66.41% [830750/1251000] [664.1/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.000783] [CE 4.147 (4.064)] [KD 2.732 (2.587)] 2024-10-18 04:21:08,940 - Train: 66.41% [830800/1251000] [664.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000783] [CE 4.446 (4.031)] [KD 2.690 (2.534)] 2024-10-18 04:21:21,894 - Train: 66.41% [830850/1251000] [664.1/1000.0] [batch_t 0.288 (0.259)] [data_t 0.009] [optim_t 0.279] [lr 0.000783] [CE 4.017 (4.019)] [KD 2.590 (2.566)] 2024-10-18 04:21:35,698 - Train: 66.42% [830900/1251000] [664.2/1000.0] [batch_t 0.237 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000783] [CE 3.611 (3.960)] [KD 2.339 (2.518)] 2024-10-18 04:21:49,544 - Train: 66.42% [830950/1251000] [664.2/1000.0] [batch_t 0.278 (0.277)] [data_t 0.009] [optim_t 0.269] [lr 0.000782] [CE 4.175 (4.024)] [KD 2.643 (2.588)] 2024-10-18 04:22:03,483 - Train: 66.43% [831000/1251000] [664.3/1000.0] [batch_t 0.281 (0.279)] [data_t 0.009] [optim_t 0.272] [lr 0.000782] [CE 4.556 (4.061)] [KD 2.758 (2.587)] 2024-10-18 04:22:16,995 - Train: 66.43% [831050/1251000] [664.3/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.000782] [CE 3.225 (4.031)] [KD 2.280 (2.592)] 2024-10-18 04:22:29,595 - Train: 66.43% [831100/1251000] [664.3/1000.0] [batch_t 0.381 (0.252)] [data_t 0.009] [optim_t 0.372] [lr 0.000782] [CE 3.627 (4.072)] [KD 2.214 (2.600)] 2024-10-18 04:22:42,648 - Train: 66.44% [831150/1251000] [664.4/1000.0] [batch_t 0.279 (0.261)] [data_t 0.009] [optim_t 0.270] [lr 0.000782] [CE 4.017 (4.097)] [KD 2.758 (2.588)] 2024-10-18 04:22:56,380 - Train: 66.44% [831200/1251000] [664.4/1000.0] [batch_t 0.275 (0.275)] [data_t 0.009] [optim_t 0.266] [lr 0.000782] [CE 4.222 (3.998)] [KD 2.636 (2.569)] 2024-10-18 04:23:09,961 - Train: 66.45% [831250/1251000] [664.5/1000.0] [batch_t 0.261 (0.272)] [data_t 0.009] [optim_t 0.252] [lr 0.000781] [CE 4.339 (4.008)] [KD 2.700 (2.553)] 2024-10-18 04:23:23,705 - Train: 66.45% [831300/1251000] [664.5/1000.0] [batch_t 0.265 (0.275)] [data_t 0.009] [optim_t 0.256] [lr 0.000781] [CE 3.762 (4.063)] [KD 2.489 (2.584)] 2024-10-18 04:23:37,427 - Train: 66.45% [831350/1251000] [664.5/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000781] [CE 3.599 (3.995)] [KD 2.298 (2.532)] 2024-10-18 04:23:49,712 - Train: 66.46% [831400/1251000] [664.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000781] [CE 4.237 (4.048)] [KD 2.630 (2.610)] 2024-10-18 04:24:03,263 - Train: 66.46% [831450/1251000] [664.6/1000.0] [batch_t 0.509 (0.271)] [data_t 0.009] [optim_t 0.500] [lr 0.000781] [CE 4.053 (4.092)] [KD 2.460 (2.610)] 2024-10-18 04:24:16,705 - Train: 66.47% [831500/1251000] [664.7/1000.0] [batch_t 0.287 (0.269)] [data_t 0.009] [optim_t 0.278] [lr 0.000781] [CE 4.633 (4.057)] [KD 3.098 (2.597)] 2024-10-18 04:24:30,985 - Train: 66.47% [831550/1251000] [664.7/1000.0] [batch_t 0.264 (0.285)] [data_t 0.009] [optim_t 0.255] [lr 0.000780] [CE 4.531 (4.059)] [KD 2.838 (2.579)] 2024-10-18 04:24:44,881 - Train: 66.47% [831600/1251000] [664.7/1000.0] [batch_t 0.235 (0.278)] [data_t 0.009] [optim_t 0.226] [lr 0.000780] [CE 3.905 (4.010)] [KD 2.671 (2.581)] 2024-10-18 04:24:58,591 - Train: 66.48% [831650/1251000] [664.8/1000.0] [batch_t 0.455 (0.274)] [data_t 0.010] [optim_t 0.445] [lr 0.000780] [CE 4.002 (4.055)] [KD 2.525 (2.620)] 2024-10-18 04:25:10,863 - Train: 66.48% [831700/1251000] [664.8/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.000780] [CE 3.099 (4.094)] [KD 2.137 (2.610)] 2024-10-18 04:25:24,000 - Train: 66.49% [831750/1251000] [664.9/1000.0] [batch_t 0.295 (0.263)] [data_t 0.009] [optim_t 0.287] [lr 0.000780] [CE 3.906 (4.048)] [KD 2.619 (2.600)] 2024-10-18 04:25:37,374 - Train: 66.49% [831800/1251000] [664.9/1000.0] [batch_t 0.264 (0.267)] [data_t 0.009] [optim_t 0.255] [lr 0.000780] [CE 4.003 (4.011)] [KD 2.647 (2.607)] 2024-10-18 04:25:50,924 - Train: 66.49% [831850/1251000] [664.9/1000.0] [batch_t 0.278 (0.271)] [data_t 0.009] [optim_t 0.270] [lr 0.000779] [CE 4.243 (4.052)] [KD 2.610 (2.611)] 2024-10-18 04:26:04,591 - Train: 66.50% [831900/1251000] [665.0/1000.0] [batch_t 0.311 (0.273)] [data_t 0.020] [optim_t 0.291] [lr 0.000779] [CE 4.201 (4.022)] [KD 2.735 (2.596)] 2024-10-18 04:26:21,082 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 39508] [top5_cnt 47271] [top_all 50000] 2024-10-18 04:26:21,083 - net: 79.016 (94.542) 2024-10-18 04:26:33,561 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40726] [top5_cnt 47854] [top_all 50000] 2024-10-18 04:26:33,562 - net_E: 81.452 (95.708) 2024-10-18 04:26:33,702 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:26:33,702 - ==> Total time: 2 days, 13:13:14 Eta: 1 day, 6:50:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:26:46,678 - Train: 66.50% [831950/1251000] [665.0/1000.0] [batch_t 0.236 (0.333)] [data_t 0.009] [optim_t 0.227] [lr 0.000779] [CE 4.476 (3.975)] [KD 2.683 (2.550)] 2024-10-18 04:26:59,274 - Train: 66.51% [832000/1251000] [665.1/1000.0] [batch_t 0.282 (0.252)] [data_t 0.009] [optim_t 0.273] [lr 0.000779] [CE 3.969 (4.108)] [KD 2.592 (2.583)] 2024-10-18 04:27:13,423 - Train: 66.51% [832050/1251000] [665.1/1000.0] [batch_t 0.288 (0.283)] [data_t 0.009] [optim_t 0.279] [lr 0.000779] [CE 4.065 (4.004)] [KD 2.562 (2.555)] 2024-10-18 04:27:27,006 - Train: 66.51% [832100/1251000] [665.1/1000.0] [batch_t 0.273 (0.272)] [data_t 0.009] [optim_t 0.264] [lr 0.000779] [CE 3.735 (4.049)] [KD 2.536 (2.581)] 2024-10-18 04:27:40,928 - Train: 66.52% [832150/1251000] [665.2/1000.0] [batch_t 0.232 (0.278)] [data_t 0.009] [optim_t 0.223] [lr 0.000778] [CE 4.014 (4.077)] [KD 2.616 (2.632)] 2024-10-18 04:27:53,146 - Train: 66.52% [832200/1251000] [665.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000778] [CE 4.488 (4.106)] [KD 2.630 (2.624)] 2024-10-18 04:28:06,009 - Train: 66.53% [832250/1251000] [665.3/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.000778] [CE 4.467 (4.032)] [KD 2.825 (2.549)] 2024-10-18 04:28:19,525 - Train: 66.53% [832300/1251000] [665.3/1000.0] [batch_t 0.280 (0.270)] [data_t 0.009] [optim_t 0.271] [lr 0.000778] [CE 3.804 (4.030)] [KD 2.556 (2.604)] 2024-10-18 04:28:33,162 - Train: 66.53% [832350/1251000] [665.3/1000.0] [batch_t 0.317 (0.273)] [data_t 0.009] [optim_t 0.308] [lr 0.000778] [CE 4.233 (4.006)] [KD 2.764 (2.561)] 2024-10-18 04:28:46,770 - Train: 66.54% [832400/1251000] [665.4/1000.0] [batch_t 0.241 (0.272)] [data_t 0.009] [optim_t 0.232] [lr 0.000778] [CE 4.167 (4.077)] [KD 2.621 (2.622)] 2024-10-18 04:29:00,033 - Train: 66.54% [832450/1251000] [665.4/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.000778] [CE 4.379 (4.084)] [KD 2.989 (2.627)] 2024-10-18 04:29:12,171 - Train: 66.55% [832500/1251000] [665.5/1000.0] [batch_t 0.278 (0.243)] [data_t 0.009] [optim_t 0.269] [lr 0.000777] [CE 4.058 (4.055)] [KD 2.433 (2.610)] 2024-10-18 04:29:25,267 - Train: 66.55% [832550/1251000] [665.5/1000.0] [batch_t 0.293 (0.262)] [data_t 0.070] [optim_t 0.223] [lr 0.000777] [CE 3.785 (4.087)] [KD 2.527 (2.606)] 2024-10-18 04:29:39,174 - Train: 66.55% [832600/1251000] [665.5/1000.0] [batch_t 0.300 (0.278)] [data_t 0.072] [optim_t 0.228] [lr 0.000777] [CE 4.128 (4.135)] [KD 2.559 (2.667)] 2024-10-18 04:29:53,114 - Train: 66.56% [832650/1251000] [665.6/1000.0] [batch_t 0.273 (0.279)] [data_t 0.048] [optim_t 0.225] [lr 0.000777] [CE 4.125 (3.993)] [KD 2.603 (2.593)] 2024-10-18 04:30:06,994 - Train: 66.56% [832700/1251000] [665.6/1000.0] [batch_t 0.272 (0.277)] [data_t 0.048] [optim_t 0.225] [lr 0.000777] [CE 4.359 (4.016)] [KD 2.778 (2.586)] 2024-10-18 04:30:20,666 - Train: 66.57% [832750/1251000] [665.7/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000777] [CE 3.935 (4.051)] [KD 2.570 (2.610)] 2024-10-18 04:30:32,711 - Train: 66.57% [832800/1251000] [665.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000776] [CE 4.321 (4.042)] [KD 2.681 (2.637)] 2024-10-18 04:30:45,215 - Train: 66.57% [832850/1251000] [665.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000776] [CE 4.184 (4.008)] [KD 2.581 (2.594)] 2024-10-18 04:30:58,807 - Train: 66.58% [832900/1251000] [665.8/1000.0] [batch_t 0.264 (0.272)] [data_t 0.038] [optim_t 0.226] [lr 0.000776] [CE 4.528 (3.970)] [KD 2.930 (2.564)] 2024-10-18 04:31:12,515 - Train: 66.58% [832950/1251000] [665.8/1000.0] [batch_t 0.233 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.000776] [CE 3.911 (4.041)] [KD 2.534 (2.580)] 2024-10-18 04:31:26,549 - Train: 66.59% [833000/1251000] [665.9/1000.0] [batch_t 0.270 (0.281)] [data_t 0.009] [optim_t 0.261] [lr 0.000776] [CE 3.874 (4.120)] [KD 2.512 (2.665)] 2024-10-18 04:31:40,301 - Train: 66.59% [833050/1251000] [665.9/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.273] [lr 0.000776] [CE 4.077 (4.117)] [KD 2.714 (2.630)] 2024-10-18 04:31:52,775 - Train: 66.59% [833100/1251000] [665.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000775] [CE 3.895 (4.107)] [KD 2.452 (2.621)] 2024-10-18 04:32:04,816 - Train: 66.60% [833150/1251000] [666.0/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000775] [CE 4.558 (4.058)] [KD 2.970 (2.572)] 2024-10-18 04:32:22,004 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.264)] [top1_cnt 39422] [top5_cnt 47290] [top_all 50000] 2024-10-18 04:32:22,005 - net: 78.844 (94.580) 2024-10-18 04:32:35,955 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.272)] [top1_cnt 40740] [top5_cnt 47874] [top_all 50000] 2024-10-18 04:32:35,955 - net_E: 81.480 (95.748) 2024-10-18 04:32:36,083 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:32:36,083 - ==> Total time: 2 days, 13:19:16 Eta: 1 day, 6:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:32:48,066 - Train: 66.60% [833200/1251000] [666.0/1000.0] [batch_t 0.236 (0.314)] [data_t 0.009] [optim_t 0.227] [lr 0.000775] [CE 3.506 (4.008)] [KD 2.238 (2.561)] 2024-10-18 04:33:01,890 - Train: 66.61% [833250/1251000] [666.1/1000.0] [batch_t 0.286 (0.276)] [data_t 0.009] [optim_t 0.277] [lr 0.000775] [CE 4.154 (4.017)] [KD 2.617 (2.554)] 2024-10-18 04:33:14,279 - Train: 66.61% [833300/1251000] [666.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000775] [CE 4.037 (4.066)] [KD 2.566 (2.566)] 2024-10-18 04:33:26,789 - Train: 66.61% [833350/1251000] [666.1/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.000775] [CE 4.089 (4.028)] [KD 2.764 (2.552)] 2024-10-18 04:33:40,233 - Train: 66.62% [833400/1251000] [666.2/1000.0] [batch_t 0.268 (0.269)] [data_t 0.009] [optim_t 0.259] [lr 0.000774] [CE 4.295 (4.034)] [KD 2.594 (2.592)] 2024-10-18 04:33:53,556 - Train: 66.62% [833450/1251000] [666.2/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.000774] [CE 3.751 (4.051)] [KD 2.440 (2.596)] 2024-10-18 04:34:07,148 - Train: 66.63% [833500/1251000] [666.3/1000.0] [batch_t 0.237 (0.272)] [data_t 0.009] [optim_t 0.228] [lr 0.000774] [CE 3.524 (4.085)] [KD 2.309 (2.640)] 2024-10-18 04:34:20,487 - Train: 66.63% [833550/1251000] [666.3/1000.0] [batch_t 0.297 (0.267)] [data_t 0.009] [optim_t 0.288] [lr 0.000774] [CE 3.473 (4.039)] [KD 2.226 (2.614)] 2024-10-18 04:34:32,906 - Train: 66.63% [833600/1251000] [666.3/1000.0] [batch_t 0.251 (0.248)] [data_t 0.009] [optim_t 0.242] [lr 0.000774] [CE 3.815 (4.060)] [KD 2.574 (2.575)] 2024-10-18 04:34:45,060 - Train: 66.64% [833650/1251000] [666.4/1000.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.000774] [CE 4.419 (4.015)] [KD 2.807 (2.505)] 2024-10-18 04:34:58,227 - Train: 66.64% [833700/1251000] [666.4/1000.0] [batch_t 0.251 (0.263)] [data_t 0.009] [optim_t 0.243] [lr 0.000773] [CE 4.432 (4.042)] [KD 2.762 (2.557)] 2024-10-18 04:35:11,514 - Train: 66.65% [833750/1251000] [666.5/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.000773] [CE 4.450 (4.100)] [KD 2.697 (2.627)] 2024-10-18 04:35:24,881 - Train: 66.65% [833800/1251000] [666.5/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000773] [CE 3.945 (4.011)] [KD 2.552 (2.574)] 2024-10-18 04:35:38,248 - Train: 66.65% [833850/1251000] [666.5/1000.0] [batch_t 0.250 (0.267)] [data_t 0.009] [optim_t 0.241] [lr 0.000773] [CE 4.167 (3.955)] [KD 2.649 (2.508)] 2024-10-18 04:35:50,804 - Train: 66.66% [833900/1251000] [666.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000773] [CE 3.559 (4.098)] [KD 2.487 (2.626)] 2024-10-18 04:36:02,933 - Train: 66.66% [833950/1251000] [666.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000773] [CE 3.912 (3.985)] [KD 2.295 (2.560)] 2024-10-18 04:36:15,931 - Train: 66.67% [834000/1251000] [666.7/1000.0] [batch_t 0.236 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.000773] [CE 3.963 (4.085)] [KD 2.509 (2.614)] 2024-10-18 04:36:29,114 - Train: 66.67% [834050/1251000] [666.7/1000.0] [batch_t 0.296 (0.264)] [data_t 0.009] [optim_t 0.287] [lr 0.000772] [CE 3.801 (4.036)] [KD 2.607 (2.600)] 2024-10-18 04:36:42,512 - Train: 66.67% [834100/1251000] [666.7/1000.0] [batch_t 0.244 (0.268)] [data_t 0.009] [optim_t 0.235] [lr 0.000772] [CE 3.785 (4.127)] [KD 2.410 (2.642)] 2024-10-18 04:36:56,001 - Train: 66.68% [834150/1251000] [666.8/1000.0] [batch_t 0.274 (0.270)] [data_t 0.009] [optim_t 0.266] [lr 0.000772] [CE 4.443 (4.027)] [KD 2.745 (2.562)] 2024-10-18 04:37:08,975 - Train: 66.68% [834200/1251000] [666.8/1000.0] [batch_t 0.270 (0.259)] [data_t 0.009] [optim_t 0.261] [lr 0.000772] [CE 3.973 (4.068)] [KD 2.571 (2.607)] 2024-10-18 04:37:21,168 - Train: 66.69% [834250/1251000] [666.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000772] [CE 4.489 (4.096)] [KD 2.664 (2.610)] 2024-10-18 04:37:33,534 - Train: 66.69% [834300/1251000] [666.9/1000.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.000772] [CE 3.996 (4.053)] [KD 2.417 (2.586)] 2024-10-18 04:37:47,186 - Train: 66.69% [834350/1251000] [666.9/1000.0] [batch_t 0.297 (0.273)] [data_t 0.009] [optim_t 0.288] [lr 0.000771] [CE 4.140 (4.032)] [KD 2.604 (2.623)] 2024-10-18 04:38:00,595 - Train: 66.70% [834400/1251000] [667.0/1000.0] [batch_t 0.245 (0.268)] [data_t 0.009] [optim_t 0.236] [lr 0.000771] [CE 4.263 (4.006)] [KD 2.548 (2.589)] 2024-10-18 04:38:18,559 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.267)] [top1_cnt 39516] [top5_cnt 47281] [top_all 50000] 2024-10-18 04:38:18,560 - net: 79.032 (94.562) 2024-10-18 04:38:32,148 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.265)] [top1_cnt 40741] [top5_cnt 47880] [top_all 50000] 2024-10-18 04:38:32,149 - net_E: 81.482 (95.760) 2024-10-18 04:38:32,291 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:38:32,291 - ==> Total time: 2 days, 13:25:12 Eta: 1 day, 6:39:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:38:44,146 - Train: 66.70% [834450/1251000] [667.0/1000.0] [batch_t 0.232 (0.321)] [data_t 0.009] [optim_t 0.223] [lr 0.000771] [CE 4.207 (3.984)] [KD 2.527 (2.536)] 2024-10-18 04:38:56,142 - Train: 66.71% [834500/1251000] [667.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000771] [CE 3.551 (4.039)] [KD 2.229 (2.572)] 2024-10-18 04:39:09,503 - Train: 66.71% [834550/1251000] [667.1/1000.0] [batch_t 0.250 (0.267)] [data_t 0.023] [optim_t 0.226] [lr 0.000771] [CE 4.211 (4.041)] [KD 2.679 (2.576)] 2024-10-18 04:39:22,880 - Train: 66.71% [834600/1251000] [667.1/1000.0] [batch_t 0.234 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000771] [CE 4.414 (4.001)] [KD 2.750 (2.567)] 2024-10-18 04:39:35,901 - Train: 66.72% [834650/1251000] [667.2/1000.0] [batch_t 0.259 (0.260)] [data_t 0.036] [optim_t 0.222] [lr 0.000770] [CE 3.804 (4.091)] [KD 2.334 (2.600)] 2024-10-18 04:39:48,808 - Train: 66.72% [834700/1251000] [667.2/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000770] [CE 4.006 (4.022)] [KD 2.469 (2.571)] 2024-10-18 04:40:00,515 - Train: 66.73% [834750/1251000] [667.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000770] [CE 4.600 (4.059)] [KD 2.940 (2.637)] 2024-10-18 04:40:12,602 - Train: 66.73% [834800/1251000] [667.3/1000.0] [batch_t 0.262 (0.242)] [data_t 0.038] [optim_t 0.224] [lr 0.000770] [CE 3.872 (4.038)] [KD 2.572 (2.588)] 2024-10-18 04:40:25,484 - Train: 66.73% [834850/1251000] [667.3/1000.0] [batch_t 0.280 (0.258)] [data_t 0.055] [optim_t 0.225] [lr 0.000770] [CE 3.931 (4.025)] [KD 2.601 (2.573)] 2024-10-18 04:40:38,492 - Train: 66.74% [834900/1251000] [667.4/1000.0] [batch_t 0.254 (0.260)] [data_t 0.029] [optim_t 0.225] [lr 0.000770] [CE 4.695 (4.100)] [KD 3.010 (2.593)] 2024-10-18 04:40:51,414 - Train: 66.74% [834950/1251000] [667.4/1000.0] [batch_t 0.305 (0.258)] [data_t 0.080] [optim_t 0.225] [lr 0.000769] [CE 3.456 (4.029)] [KD 2.355 (2.579)] 2024-10-18 04:41:04,430 - Train: 66.75% [835000/1251000] [667.5/1000.0] [batch_t 0.286 (0.260)] [data_t 0.009] [optim_t 0.277] [lr 0.000769] [CE 3.993 (4.024)] [KD 2.616 (2.535)] 2024-10-18 04:41:16,918 - Train: 66.75% [835050/1251000] [667.5/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000769] [CE 3.785 (4.067)] [KD 2.499 (2.596)] 2024-10-18 04:41:29,224 - Train: 66.75% [835100/1251000] [667.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000769] [CE 4.104 (4.070)] [KD 2.509 (2.636)] 2024-10-18 04:41:42,784 - Train: 66.76% [835150/1251000] [667.6/1000.0] [batch_t 0.240 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000769] [CE 3.969 (4.002)] [KD 2.592 (2.582)] 2024-10-18 04:41:56,688 - Train: 66.76% [835200/1251000] [667.6/1000.0] [batch_t 0.290 (0.278)] [data_t 0.009] [optim_t 0.281] [lr 0.000769] [CE 3.838 (3.985)] [KD 2.322 (2.542)] 2024-10-18 04:42:10,453 - Train: 66.77% [835250/1251000] [667.7/1000.0] [batch_t 0.243 (0.275)] [data_t 0.009] [optim_t 0.235] [lr 0.000768] [CE 4.305 (4.030)] [KD 2.664 (2.591)] 2024-10-18 04:42:24,208 - Train: 66.77% [835300/1251000] [667.7/1000.0] [batch_t 0.270 (0.275)] [data_t 0.009] [optim_t 0.261] [lr 0.000768] [CE 3.627 (3.995)] [KD 2.485 (2.545)] 2024-10-18 04:42:37,242 - Train: 66.77% [835350/1251000] [667.7/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.000768] [CE 4.098 (3.968)] [KD 2.662 (2.527)] 2024-10-18 04:42:49,588 - Train: 66.78% [835400/1251000] [667.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000768] [CE 4.229 (4.081)] [KD 2.700 (2.617)] 2024-10-18 04:43:03,003 - Train: 66.78% [835450/1251000] [667.8/1000.0] [batch_t 0.280 (0.268)] [data_t 0.009] [optim_t 0.271] [lr 0.000768] [CE 3.849 (4.004)] [KD 2.579 (2.566)] 2024-10-18 04:43:16,645 - Train: 66.79% [835500/1251000] [667.9/1000.0] [batch_t 0.268 (0.273)] [data_t 0.009] [optim_t 0.259] [lr 0.000768] [CE 3.893 (4.004)] [KD 2.652 (2.557)] 2024-10-18 04:43:30,427 - Train: 66.79% [835550/1251000] [667.9/1000.0] [batch_t 0.267 (0.276)] [data_t 0.009] [optim_t 0.258] [lr 0.000768] [CE 4.277 (4.039)] [KD 2.815 (2.595)] 2024-10-18 04:43:43,895 - Train: 66.79% [835600/1251000] [667.9/1000.0] [batch_t 0.290 (0.269)] [data_t 0.009] [optim_t 0.281] [lr 0.000767] [CE 3.826 (4.062)] [KD 2.337 (2.596)] 2024-10-18 04:43:56,997 - Train: 66.80% [835650/1251000] [668.0/1000.0] [batch_t 0.273 (0.262)] [data_t 0.009] [optim_t 0.265] [lr 0.000767] [CE 4.215 (3.995)] [KD 2.795 (2.584)] 2024-10-18 04:44:14,149 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.253)] [top1_cnt 39503] [top5_cnt 47260] [top_all 50000] 2024-10-18 04:44:14,150 - net: 79.006 (94.520) 2024-10-18 04:44:27,916 - Test (net_E): 100.00% [50/50] [batch_t 0.102 (0.268)] [top1_cnt 40727] [top5_cnt 47866] [top_all 50000] 2024-10-18 04:44:27,916 - net_E: 81.454 (95.732) 2024-10-18 04:44:28,085 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:44:28,085 - ==> Total time: 2 days, 13:31:08 Eta: 1 day, 6:34:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:44:39,851 - Train: 66.80% [835700/1251000] [668.0/1000.0] [batch_t 0.237 (0.319)] [data_t 0.009] [optim_t 0.228] [lr 0.000767] [CE 3.914 (4.038)] [KD 2.552 (2.586)] 2024-10-18 04:44:51,884 - Train: 66.81% [835750/1251000] [668.1/1000.0] [batch_t 0.266 (0.241)] [data_t 0.009] [optim_t 0.257] [lr 0.000767] [CE 4.017 (4.079)] [KD 2.442 (2.591)] 2024-10-18 04:45:05,076 - Train: 66.81% [835800/1251000] [668.1/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000767] [CE 4.256 (4.076)] [KD 2.794 (2.605)] 2024-10-18 04:45:17,841 - Train: 66.81% [835850/1251000] [668.1/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000767] [CE 4.051 (4.030)] [KD 2.591 (2.557)] 2024-10-18 04:45:30,212 - Train: 66.82% [835900/1251000] [668.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000766] [CE 3.957 (4.096)] [KD 2.277 (2.622)] 2024-10-18 04:45:43,425 - Train: 66.82% [835950/1251000] [668.2/1000.0] [batch_t 0.258 (0.264)] [data_t 0.009] [optim_t 0.249] [lr 0.000766] [CE 4.368 (4.031)] [KD 2.789 (2.611)] 2024-10-18 04:45:56,933 - Train: 66.83% [836000/1251000] [668.3/1000.0] [batch_t 0.251 (0.270)] [data_t 0.009] [optim_t 0.241] [lr 0.000766] [CE 3.981 (4.148)] [KD 2.411 (2.622)] 2024-10-18 04:46:10,454 - Train: 66.83% [836050/1251000] [668.3/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.000766] [CE 3.796 (4.060)] [KD 2.449 (2.608)] 2024-10-18 04:46:23,851 - Train: 66.83% [836100/1251000] [668.3/1000.0] [batch_t 0.258 (0.268)] [data_t 0.009] [optim_t 0.250] [lr 0.000766] [CE 3.677 (4.050)] [KD 2.494 (2.592)] 2024-10-18 04:46:36,892 - Train: 66.84% [836150/1251000] [668.4/1000.0] [batch_t 0.241 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.000766] [CE 4.471 (3.983)] [KD 2.786 (2.522)] 2024-10-18 04:46:49,380 - Train: 66.84% [836200/1251000] [668.4/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000765] [CE 4.032 (4.029)] [KD 2.577 (2.585)] 2024-10-18 04:47:02,050 - Train: 66.85% [836250/1251000] [668.5/1000.0] [batch_t 0.269 (0.253)] [data_t 0.009] [optim_t 0.260] [lr 0.000765] [CE 3.483 (4.020)] [KD 2.314 (2.557)] 2024-10-18 04:47:14,872 - Train: 66.85% [836300/1251000] [668.5/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.232] [lr 0.000765] [CE 3.785 (4.088)] [KD 2.426 (2.567)] 2024-10-18 04:47:27,850 - Train: 66.85% [836350/1251000] [668.5/1000.0] [batch_t 0.244 (0.259)] [data_t 0.009] [optim_t 0.235] [lr 0.000765] [CE 4.122 (4.129)] [KD 2.491 (2.617)] 2024-10-18 04:47:40,591 - Train: 66.86% [836400/1251000] [668.6/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.000765] [CE 3.895 (4.082)] [KD 2.505 (2.608)] 2024-10-18 04:47:53,550 - Train: 66.86% [836450/1251000] [668.6/1000.0] [batch_t 0.271 (0.259)] [data_t 0.009] [optim_t 0.262] [lr 0.000765] [CE 3.880 (4.094)] [KD 2.626 (2.624)] 2024-10-18 04:48:05,818 - Train: 66.87% [836500/1251000] [668.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000764] [CE 4.336 (4.002)] [KD 2.655 (2.597)] 2024-10-18 04:48:17,992 - Train: 66.87% [836550/1251000] [668.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000764] [CE 4.330 (4.073)] [KD 2.554 (2.596)] 2024-10-18 04:48:31,154 - Train: 66.87% [836600/1251000] [668.7/1000.0] [batch_t 0.249 (0.263)] [data_t 0.009] [optim_t 0.240] [lr 0.000764] [CE 4.336 (4.046)] [KD 2.884 (2.608)] 2024-10-18 04:48:44,097 - Train: 66.88% [836650/1251000] [668.8/1000.0] [batch_t 0.243 (0.259)] [data_t 0.009] [optim_t 0.233] [lr 0.000764] [CE 3.924 (4.065)] [KD 2.596 (2.583)] 2024-10-18 04:48:56,933 - Train: 66.88% [836700/1251000] [668.8/1000.0] [batch_t 0.260 (0.257)] [data_t 0.009] [optim_t 0.251] [lr 0.000764] [CE 4.296 (3.981)] [KD 2.694 (2.538)] 2024-10-18 04:49:09,961 - Train: 66.89% [836750/1251000] [668.9/1000.0] [batch_t 0.278 (0.260)] [data_t 0.009] [optim_t 0.269] [lr 0.000764] [CE 3.710 (4.081)] [KD 2.258 (2.596)] 2024-10-18 04:49:22,667 - Train: 66.89% [836800/1251000] [668.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000763] [CE 4.052 (4.138)] [KD 2.544 (2.620)] 2024-10-18 04:49:35,010 - Train: 66.89% [836850/1251000] [668.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000763] [CE 4.581 (4.154)] [KD 2.696 (2.644)] 2024-10-18 04:49:46,985 - Train: 66.90% [836900/1251000] [669.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000763] [CE 4.212 (4.008)] [KD 2.784 (2.575)] 2024-10-18 04:50:05,398 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.272)] [top1_cnt 39526] [top5_cnt 47330] [top_all 50000] 2024-10-18 04:50:05,399 - net: 79.052 (94.660) 2024-10-18 04:50:19,077 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.265)] [top1_cnt 40734] [top5_cnt 47864] [top_all 50000] 2024-10-18 04:50:19,078 - net_E: 81.468 (95.728) 2024-10-18 04:50:19,237 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:50:19,238 - ==> Total time: 2 days, 13:36:59 Eta: 1 day, 6:29:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:50:30,812 - Train: 66.90% [836950/1251000] [669.0/1000.0] [batch_t 0.234 (0.327)] [data_t 0.009] [optim_t 0.225] [lr 0.000763] [CE 3.889 (4.088)] [KD 2.585 (2.614)] 2024-10-18 04:50:43,975 - Train: 66.91% [837000/1251000] [669.1/1000.0] [batch_t 0.230 (0.263)] [data_t 0.009] [optim_t 0.221] [lr 0.000763] [CE 4.469 (4.041)] [KD 2.676 (2.573)] 2024-10-18 04:50:56,201 - Train: 66.91% [837050/1251000] [669.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.000763] [CE 3.615 (4.086)] [KD 2.498 (2.604)] 2024-10-18 04:51:09,096 - Train: 66.91% [837100/1251000] [669.1/1000.0] [batch_t 0.275 (0.258)] [data_t 0.009] [optim_t 0.266] [lr 0.000763] [CE 4.157 (4.068)] [KD 2.651 (2.572)] 2024-10-18 04:51:22,392 - Train: 66.92% [837150/1251000] [669.2/1000.0] [batch_t 0.251 (0.266)] [data_t 0.009] [optim_t 0.242] [lr 0.000762] [CE 3.962 (4.058)] [KD 2.390 (2.604)] 2024-10-18 04:51:35,713 - Train: 66.92% [837200/1251000] [669.2/1000.0] [batch_t 0.287 (0.266)] [data_t 0.009] [optim_t 0.278] [lr 0.000762] [CE 4.035 (4.069)] [KD 2.520 (2.583)] 2024-10-18 04:51:48,956 - Train: 66.93% [837250/1251000] [669.3/1000.0] [batch_t 0.237 (0.265)] [data_t 0.009] [optim_t 0.228] [lr 0.000762] [CE 3.721 (4.042)] [KD 2.348 (2.574)] 2024-10-18 04:52:01,585 - Train: 66.93% [837300/1251000] [669.3/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000762] [CE 3.636 (4.025)] [KD 2.556 (2.588)] 2024-10-18 04:52:13,584 - Train: 66.93% [837350/1251000] [669.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000762] [CE 4.064 (4.063)] [KD 2.660 (2.575)] 2024-10-18 04:52:26,788 - Train: 66.94% [837400/1251000] [669.4/1000.0] [batch_t 0.243 (0.264)] [data_t 0.009] [optim_t 0.234] [lr 0.000762] [CE 4.368 (4.052)] [KD 2.769 (2.598)] 2024-10-18 04:52:40,372 - Train: 66.94% [837450/1251000] [669.4/1000.0] [batch_t 0.235 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.000761] [CE 4.136 (4.077)] [KD 2.606 (2.540)] 2024-10-18 04:52:54,048 - Train: 66.95% [837500/1251000] [669.5/1000.0] [batch_t 0.234 (0.273)] [data_t 0.009] [optim_t 0.225] [lr 0.000761] [CE 3.855 (4.009)] [KD 2.437 (2.536)] 2024-10-18 04:53:07,825 - Train: 66.95% [837550/1251000] [669.5/1000.0] [batch_t 0.244 (0.275)] [data_t 0.009] [optim_t 0.235] [lr 0.000761] [CE 4.058 (4.025)] [KD 2.625 (2.542)] 2024-10-18 04:53:21,640 - Train: 66.95% [837600/1251000] [669.5/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.000761] [CE 4.625 (4.038)] [KD 2.739 (2.541)] 2024-10-18 04:53:33,988 - Train: 66.96% [837650/1251000] [669.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000761] [CE 3.772 (3.947)] [KD 2.436 (2.478)] 2024-10-18 04:53:46,467 - Train: 66.96% [837700/1251000] [669.6/1000.0] [batch_t 0.282 (0.249)] [data_t 0.058] [optim_t 0.224] [lr 0.000761] [CE 4.184 (4.058)] [KD 2.594 (2.591)] 2024-10-18 04:54:00,271 - Train: 66.97% [837750/1251000] [669.7/1000.0] [batch_t 0.280 (0.276)] [data_t 0.053] [optim_t 0.228] [lr 0.000760] [CE 4.521 (4.032)] [KD 2.839 (2.572)] 2024-10-18 04:54:14,095 - Train: 66.97% [837800/1251000] [669.7/1000.0] [batch_t 0.280 (0.276)] [data_t 0.050] [optim_t 0.230] [lr 0.000760] [CE 3.987 (4.101)] [KD 2.726 (2.622)] 2024-10-18 04:54:28,045 - Train: 66.97% [837850/1251000] [669.7/1000.0] [batch_t 0.239 (0.279)] [data_t 0.009] [optim_t 0.229] [lr 0.000760] [CE 3.788 (4.032)] [KD 2.449 (2.583)] 2024-10-18 04:54:41,901 - Train: 66.98% [837900/1251000] [669.8/1000.0] [batch_t 0.241 (0.277)] [data_t 0.017] [optim_t 0.223] [lr 0.000760] [CE 4.043 (4.037)] [KD 2.298 (2.569)] 2024-10-18 04:54:54,234 - Train: 66.98% [837950/1251000] [669.8/1000.0] [batch_t 0.297 (0.247)] [data_t 0.074] [optim_t 0.223] [lr 0.000760] [CE 3.917 (4.076)] [KD 2.446 (2.619)] 2024-10-18 04:55:07,268 - Train: 66.99% [838000/1251000] [669.9/1000.0] [batch_t 0.263 (0.261)] [data_t 0.037] [optim_t 0.226] [lr 0.000760] [CE 3.682 (4.003)] [KD 2.359 (2.567)] 2024-10-18 04:55:20,957 - Train: 66.99% [838050/1251000] [669.9/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.000759] [CE 4.194 (4.058)] [KD 2.817 (2.583)] 2024-10-18 04:55:34,262 - Train: 66.99% [838100/1251000] [669.9/1000.0] [batch_t 0.241 (0.266)] [data_t 0.014] [optim_t 0.227] [lr 0.000759] [CE 4.135 (4.072)] [KD 2.778 (2.597)] 2024-10-18 04:55:47,829 - Train: 67.00% [838150/1251000] [670.0/1000.0] [batch_t 0.284 (0.271)] [data_t 0.053] [optim_t 0.231] [lr 0.000759] [CE 4.397 (4.077)] [KD 2.792 (2.612)] 2024-10-18 04:56:05,950 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.253)] [top1_cnt 39598] [top5_cnt 47342] [top_all 50000] 2024-10-18 04:56:05,951 - net: 79.196 (94.684) 2024-10-18 04:56:18,444 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40744] [top5_cnt 47861] [top_all 50000] 2024-10-18 04:56:18,445 - net_E: 81.488 (95.722) 2024-10-18 04:56:18,597 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 04:56:18,598 - ==> Total time: 2 days, 13:42:59 Eta: 1 day, 6:23:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 04:56:29,881 - Train: 67.00% [838200/1251000] [670.0/1000.0] [batch_t 0.235 (0.324)] [data_t 0.009] [optim_t 0.226] [lr 0.000759] [CE 3.847 (4.119)] [KD 2.539 (2.622)] 2024-10-18 04:56:41,868 - Train: 67.01% [838250/1251000] [670.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000759] [CE 4.083 (4.053)] [KD 2.512 (2.565)] 2024-10-18 04:56:54,466 - Train: 67.01% [838300/1251000] [670.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000759] [CE 3.993 (3.956)] [KD 2.452 (2.510)] 2024-10-18 04:57:07,480 - Train: 67.01% [838350/1251000] [670.1/1000.0] [batch_t 0.233 (0.260)] [data_t 0.009] [optim_t 0.224] [lr 0.000758] [CE 4.149 (4.082)] [KD 2.570 (2.579)] 2024-10-18 04:57:20,508 - Train: 67.02% [838400/1251000] [670.2/1000.0] [batch_t 0.249 (0.260)] [data_t 0.009] [optim_t 0.240] [lr 0.000758] [CE 4.323 (4.039)] [KD 2.814 (2.588)] 2024-10-18 04:57:32,765 - Train: 67.02% [838450/1251000] [670.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000758] [CE 3.889 (4.046)] [KD 2.505 (2.578)] 2024-10-18 04:57:45,293 - Train: 67.03% [838500/1251000] [670.3/1000.0] [batch_t 0.354 (0.250)] [data_t 0.009] [optim_t 0.345] [lr 0.000758] [CE 4.126 (4.071)] [KD 2.747 (2.592)] 2024-10-18 04:57:58,643 - Train: 67.03% [838550/1251000] [670.3/1000.0] [batch_t 0.245 (0.267)] [data_t 0.009] [optim_t 0.236] [lr 0.000758] [CE 4.169 (3.984)] [KD 2.673 (2.540)] 2024-10-18 04:58:11,863 - Train: 67.03% [838600/1251000] [670.3/1000.0] [batch_t 0.246 (0.264)] [data_t 0.009] [optim_t 0.237] [lr 0.000758] [CE 4.244 (4.043)] [KD 2.606 (2.586)] 2024-10-18 04:58:24,857 - Train: 67.04% [838650/1251000] [670.4/1000.0] [batch_t 0.259 (0.260)] [data_t 0.009] [optim_t 0.250] [lr 0.000758] [CE 4.605 (4.027)] [KD 2.807 (2.577)] 2024-10-18 04:58:37,873 - Train: 67.04% [838700/1251000] [670.4/1000.0] [batch_t 0.269 (0.260)] [data_t 0.009] [optim_t 0.260] [lr 0.000757] [CE 4.375 (4.033)] [KD 2.786 (2.544)] 2024-10-18 04:58:50,473 - Train: 67.05% [838750/1251000] [670.5/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000757] [CE 4.370 (4.081)] [KD 2.638 (2.571)] 2024-10-18 04:59:02,522 - Train: 67.05% [838800/1251000] [670.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000757] [CE 3.887 (4.026)] [KD 2.454 (2.578)] 2024-10-18 04:59:15,359 - Train: 67.05% [838850/1251000] [670.5/1000.0] [batch_t 0.297 (0.257)] [data_t 0.069] [optim_t 0.227] [lr 0.000757] [CE 3.438 (4.012)] [KD 2.453 (2.520)] 2024-10-18 04:59:29,140 - Train: 67.06% [838900/1251000] [670.6/1000.0] [batch_t 0.268 (0.275)] [data_t 0.037] [optim_t 0.231] [lr 0.000757] [CE 3.992 (4.054)] [KD 2.693 (2.577)] 2024-10-18 04:59:43,104 - Train: 67.06% [838950/1251000] [670.6/1000.0] [batch_t 0.241 (0.279)] [data_t 0.009] [optim_t 0.232] [lr 0.000757] [CE 3.653 (4.005)] [KD 2.500 (2.540)] 2024-10-18 04:59:56,560 - Train: 67.07% [839000/1251000] [670.7/1000.0] [batch_t 0.242 (0.269)] [data_t 0.017] [optim_t 0.225] [lr 0.000756] [CE 3.803 (4.116)] [KD 2.613 (2.574)] 2024-10-18 05:00:09,816 - Train: 67.07% [839050/1251000] [670.7/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.000756] [CE 4.122 (4.049)] [KD 2.484 (2.568)] 2024-10-18 05:00:22,106 - Train: 67.07% [839100/1251000] [670.7/1000.0] [batch_t 0.296 (0.246)] [data_t 0.070] [optim_t 0.226] [lr 0.000756] [CE 3.928 (4.101)] [KD 2.717 (2.612)] 2024-10-18 05:00:35,359 - Train: 67.08% [839150/1251000] [670.8/1000.0] [batch_t 0.387 (0.265)] [data_t 0.009] [optim_t 0.378] [lr 0.000756] [CE 4.394 (4.080)] [KD 2.846 (2.576)] 2024-10-18 05:00:48,306 - Train: 67.08% [839200/1251000] [670.8/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000756] [CE 3.884 (4.130)] [KD 2.706 (2.604)] 2024-10-18 05:01:02,024 - Train: 67.09% [839250/1251000] [670.9/1000.0] [batch_t 0.294 (0.274)] [data_t 0.069] [optim_t 0.225] [lr 0.000756] [CE 3.352 (4.062)] [KD 2.316 (2.619)] 2024-10-18 05:01:16,005 - Train: 67.09% [839300/1251000] [670.9/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.000755] [CE 3.955 (4.055)] [KD 2.596 (2.565)] 2024-10-18 05:01:29,394 - Train: 67.09% [839350/1251000] [670.9/1000.0] [batch_t 0.288 (0.268)] [data_t 0.063] [optim_t 0.225] [lr 0.000755] [CE 4.091 (4.009)] [KD 2.673 (2.552)] 2024-10-18 05:01:41,527 - Train: 67.10% [839400/1251000] [671.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000755] [CE 4.562 (4.086)] [KD 2.941 (2.619)] 2024-10-18 05:02:00,076 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.263)] [top1_cnt 39561] [top5_cnt 47316] [top_all 50000] 2024-10-18 05:02:00,077 - net: 79.122 (94.632) 2024-10-18 05:02:13,989 - Test (net_E): 100.00% [50/50] [batch_t 0.110 (0.270)] [top1_cnt 40726] [top5_cnt 47856] [top_all 50000] 2024-10-18 05:02:13,990 - net_E: 81.452 (95.712) 2024-10-18 05:02:14,142 - Max [top1: 79.276 (epoch: 645)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 05:02:14,143 - ==> Total time: 2 days, 13:48:54 Eta: 1 day, 6:18:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:02:25,385 - Train: 67.10% [839450/1251000] [671.0/1000.0] [batch_t 0.243 (0.338)] [data_t 0.009] [optim_t 0.234] [lr 0.000755] [CE 4.265 (4.108)] [KD 2.683 (2.607)] 2024-10-18 05:02:38,971 - Train: 67.11% [839500/1251000] [671.1/1000.0] [batch_t 0.255 (0.272)] [data_t 0.009] [optim_t 0.246] [lr 0.000755] [CE 4.142 (4.045)] [KD 2.625 (2.540)] 2024-10-18 05:02:52,089 - Train: 67.11% [839550/1251000] [671.1/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.000755] [CE 4.076 (4.081)] [KD 2.657 (2.570)] 2024-10-18 05:03:04,330 - Train: 67.11% [839600/1251000] [671.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000754] [CE 4.003 (3.985)] [KD 2.483 (2.557)] 2024-10-18 05:03:17,218 - Train: 67.12% [839650/1251000] [671.2/1000.0] [batch_t 0.259 (0.258)] [data_t 0.009] [optim_t 0.250] [lr 0.000754] [CE 3.678 (4.081)] [KD 2.347 (2.585)] 2024-10-18 05:03:31,202 - Train: 67.12% [839700/1251000] [671.2/1000.0] [batch_t 0.320 (0.280)] [data_t 0.009] [optim_t 0.311] [lr 0.000754] [CE 4.301 (3.994)] [KD 2.804 (2.571)] 2024-10-18 05:03:45,375 - Train: 67.13% [839750/1251000] [671.3/1000.0] [batch_t 0.273 (0.283)] [data_t 0.009] [optim_t 0.264] [lr 0.000754] [CE 3.946 (4.060)] [KD 2.586 (2.593)] 2024-10-18 05:03:59,304 - Train: 67.13% [839800/1251000] [671.3/1000.0] [batch_t 0.270 (0.278)] [data_t 0.009] [optim_t 0.261] [lr 0.000754] [CE 3.560 (4.082)] [KD 2.507 (2.597)] 2024-10-18 05:04:12,726 - Train: 67.13% [839850/1251000] [671.3/1000.0] [batch_t 0.238 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.000754] [CE 4.032 (4.086)] [KD 2.617 (2.568)] 2024-10-18 05:04:25,412 - Train: 67.14% [839900/1251000] [671.4/1000.0] [batch_t 0.275 (0.254)] [data_t 0.009] [optim_t 0.267] [lr 0.000754] [CE 3.811 (4.030)] [KD 2.583 (2.550)] 2024-10-18 05:04:39,140 - Train: 67.14% [839950/1251000] [671.4/1000.0] [batch_t 0.289 (0.274)] [data_t 0.009] [optim_t 0.281] [lr 0.000753] [CE 4.560 (4.099)] [KD 2.850 (2.604)] 2024-10-18 05:04:53,124 - Train: 67.15% [840000/1251000] [671.5/1000.0] [batch_t 0.349 (0.280)] [data_t 0.009] [optim_t 0.340] [lr 0.000753] [CE 4.347 (4.019)] [KD 2.610 (2.543)] 2024-10-18 05:05:07,091 - Train: 67.15% [840050/1251000] [671.5/1000.0] [batch_t 0.277 (0.279)] [data_t 0.009] [optim_t 0.267] [lr 0.000753] [CE 3.811 (4.097)] [KD 2.629 (2.606)] 2024-10-18 05:05:21,248 - Train: 67.15% [840100/1251000] [671.5/1000.0] [batch_t 0.290 (0.283)] [data_t 0.009] [optim_t 0.281] [lr 0.000753] [CE 4.554 (4.031)] [KD 3.027 (2.583)] 2024-10-18 05:05:34,760 - Train: 67.16% [840150/1251000] [671.6/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.000753] [CE 4.172 (4.027)] [KD 2.619 (2.538)] 2024-10-18 05:05:47,416 - Train: 67.16% [840200/1251000] [671.6/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000753] [CE 3.883 (4.112)] [KD 2.465 (2.588)] 2024-10-18 05:06:00,940 - Train: 67.17% [840250/1251000] [671.7/1000.0] [batch_t 0.248 (0.270)] [data_t 0.009] [optim_t 0.240] [lr 0.000752] [CE 3.738 (4.032)] [KD 2.363 (2.552)] 2024-10-18 05:06:15,062 - Train: 67.17% [840300/1251000] [671.7/1000.0] [batch_t 0.251 (0.282)] [data_t 0.009] [optim_t 0.241] [lr 0.000752] [CE 3.804 (4.031)] [KD 2.521 (2.533)] 2024-10-18 05:06:29,245 - Train: 67.17% [840350/1251000] [671.7/1000.0] [batch_t 0.265 (0.284)] [data_t 0.009] [optim_t 0.256] [lr 0.000752] [CE 4.083 (4.002)] [KD 2.690 (2.577)] 2024-10-18 05:06:43,264 - Train: 67.18% [840400/1251000] [671.8/1000.0] [batch_t 0.288 (0.280)] [data_t 0.009] [optim_t 0.279] [lr 0.000752] [CE 3.840 (4.102)] [KD 2.359 (2.584)] 2024-10-18 05:06:56,625 - Train: 67.18% [840450/1251000] [671.8/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.000752] [CE 3.611 (4.015)] [KD 2.246 (2.563)] 2024-10-18 05:07:09,726 - Train: 67.19% [840500/1251000] [671.9/1000.0] [batch_t 0.237 (0.262)] [data_t 0.009] [optim_t 0.228] [lr 0.000752] [CE 3.760 (4.061)] [KD 2.282 (2.587)] 2024-10-18 05:07:23,223 - Train: 67.19% [840550/1251000] [671.9/1000.0] [batch_t 0.290 (0.270)] [data_t 0.009] [optim_t 0.281] [lr 0.000751] [CE 3.696 (4.047)] [KD 2.359 (2.600)] 2024-10-18 05:07:37,367 - Train: 67.19% [840600/1251000] [671.9/1000.0] [batch_t 0.298 (0.283)] [data_t 0.009] [optim_t 0.289] [lr 0.000751] [CE 3.961 (4.044)] [KD 2.609 (2.572)] 2024-10-18 05:07:51,650 - Train: 67.20% [840650/1251000] [672.0/1000.0] [batch_t 0.298 (0.286)] [data_t 0.009] [optim_t 0.289] [lr 0.000751] [CE 3.913 (4.077)] [KD 2.601 (2.591)] 2024-10-18 05:08:11,467 - Test (net): 100.00% [50/50] [batch_t 0.097 (0.279)] [top1_cnt 39650] [top5_cnt 47331] [top_all 50000] 2024-10-18 05:08:11,467 - net: 79.300 (94.662) 2024-10-18 05:08:23,880 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40730] [top5_cnt 47846] [top_all 50000] 2024-10-18 05:08:23,880 - net_E: 81.460 (95.692) 2024-10-18 05:08:24,031 - Max [top1: 79.300 (epoch: 672)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 05:08:24,031 - ==> Total time: 2 days, 13:55:04 Eta: 1 day, 6:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:08:36,940 - Train: 67.20% [840700/1251000] [672.0/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000751] [CE 4.042 (4.005)] [KD 2.721 (2.568)] 2024-10-18 05:08:50,328 - Train: 67.21% [840750/1251000] [672.1/1000.0] [batch_t 0.293 (0.268)] [data_t 0.009] [optim_t 0.284] [lr 0.000751] [CE 4.236 (4.011)] [KD 2.564 (2.525)] 2024-10-18 05:09:04,914 - Train: 67.21% [840800/1251000] [672.1/1000.0] [batch_t 0.277 (0.292)] [data_t 0.009] [optim_t 0.268] [lr 0.000751] [CE 4.077 (4.035)] [KD 2.388 (2.511)] 2024-10-18 05:09:18,955 - Train: 67.21% [840850/1251000] [672.1/1000.0] [batch_t 0.268 (0.281)] [data_t 0.009] [optim_t 0.259] [lr 0.000750] [CE 3.546 (3.971)] [KD 2.290 (2.518)] 2024-10-18 05:09:33,174 - Train: 67.22% [840900/1251000] [672.2/1000.0] [batch_t 0.279 (0.284)] [data_t 0.009] [optim_t 0.270] [lr 0.000750] [CE 4.223 (4.094)] [KD 2.699 (2.583)] 2024-10-18 05:09:45,534 - Train: 67.22% [840950/1251000] [672.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000750] [CE 3.786 (4.053)] [KD 2.438 (2.556)] 2024-10-18 05:09:58,728 - Train: 67.23% [841000/1251000] [672.3/1000.0] [batch_t 0.303 (0.264)] [data_t 0.009] [optim_t 0.294] [lr 0.000750] [CE 4.283 (4.082)] [KD 2.515 (2.582)] 2024-10-18 05:10:12,847 - Train: 67.23% [841050/1251000] [672.3/1000.0] [batch_t 0.304 (0.282)] [data_t 0.009] [optim_t 0.295] [lr 0.000750] [CE 4.005 (4.071)] [KD 2.579 (2.586)] 2024-10-18 05:10:26,788 - Train: 67.23% [841100/1251000] [672.3/1000.0] [batch_t 0.293 (0.279)] [data_t 0.009] [optim_t 0.284] [lr 0.000750] [CE 4.037 (4.054)] [KD 2.543 (2.548)] 2024-10-18 05:10:41,103 - Train: 67.24% [841150/1251000] [672.4/1000.0] [batch_t 0.289 (0.286)] [data_t 0.009] [optim_t 0.280] [lr 0.000750] [CE 4.109 (3.992)] [KD 2.714 (2.546)] 2024-10-18 05:10:54,996 - Train: 67.24% [841200/1251000] [672.4/1000.0] [batch_t 0.267 (0.278)] [data_t 0.009] [optim_t 0.258] [lr 0.000749] [CE 3.926 (4.004)] [KD 2.669 (2.547)] 2024-10-18 05:11:07,460 - Train: 67.25% [841250/1251000] [672.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000749] [CE 4.123 (4.062)] [KD 2.560 (2.580)] 2024-10-18 05:11:19,377 - Train: 67.25% [841300/1251000] [672.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000749] [CE 4.298 (4.091)] [KD 2.602 (2.579)] 2024-10-18 05:11:32,981 - Train: 67.25% [841350/1251000] [672.5/1000.0] [batch_t 0.284 (0.272)] [data_t 0.009] [optim_t 0.276] [lr 0.000749] [CE 3.710 (4.046)] [KD 2.486 (2.543)] 2024-10-18 05:11:47,145 - Train: 67.26% [841400/1251000] [672.6/1000.0] [batch_t 0.277 (0.283)] [data_t 0.009] [optim_t 0.267] [lr 0.000749] [CE 4.128 (4.079)] [KD 2.629 (2.595)] 2024-10-18 05:12:00,968 - Train: 67.26% [841450/1251000] [672.6/1000.0] [batch_t 0.314 (0.276)] [data_t 0.009] [optim_t 0.305] [lr 0.000749] [CE 4.186 (4.077)] [KD 2.513 (2.588)] 2024-10-18 05:12:14,612 - Train: 67.27% [841500/1251000] [672.7/1000.0] [batch_t 0.288 (0.273)] [data_t 0.009] [optim_t 0.279] [lr 0.000748] [CE 4.116 (4.062)] [KD 2.687 (2.559)] 2024-10-18 05:12:27,121 - Train: 67.27% [841550/1251000] [672.7/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000748] [CE 3.766 (4.081)] [KD 2.376 (2.612)] 2024-10-18 05:12:40,108 - Train: 67.27% [841600/1251000] [672.7/1000.0] [batch_t 0.271 (0.260)] [data_t 0.009] [optim_t 0.262] [lr 0.000748] [CE 4.182 (4.041)] [KD 2.658 (2.585)] 2024-10-18 05:12:54,002 - Train: 67.28% [841650/1251000] [672.8/1000.0] [batch_t 0.276 (0.278)] [data_t 0.009] [optim_t 0.268] [lr 0.000748] [CE 4.233 (4.122)] [KD 2.780 (2.617)] 2024-10-18 05:13:07,485 - Train: 67.28% [841700/1251000] [672.8/1000.0] [batch_t 0.278 (0.270)] [data_t 0.009] [optim_t 0.269] [lr 0.000748] [CE 3.474 (4.094)] [KD 2.170 (2.601)] 2024-10-18 05:13:21,301 - Train: 67.29% [841750/1251000] [672.9/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.000748] [CE 3.998 (3.995)] [KD 2.494 (2.560)] 2024-10-18 05:13:34,549 - Train: 67.29% [841800/1251000] [672.9/1000.0] [batch_t 0.262 (0.265)] [data_t 0.009] [optim_t 0.253] [lr 0.000747] [CE 4.213 (4.109)] [KD 2.704 (2.620)] 2024-10-18 05:13:47,039 - Train: 67.29% [841850/1251000] [672.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000747] [CE 4.420 (4.070)] [KD 2.772 (2.597)] 2024-10-18 05:13:59,209 - Train: 67.30% [841900/1251000] [673.0/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000747] [CE 4.163 (4.047)] [KD 2.744 (2.617)] 2024-10-18 05:14:18,616 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.268)] [top1_cnt 39671] [top5_cnt 47423] [top_all 50000] 2024-10-18 05:14:18,617 - net: 79.342 (94.846) 2024-10-18 05:14:32,282 - Test (net_E): 100.00% [50/50] [batch_t 0.112 (0.265)] [top1_cnt 40713] [top5_cnt 47851] [top_all 50000] 2024-10-18 05:14:32,282 - net_E: 81.426 (95.702) 2024-10-18 05:14:32,427 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.490 (epoch: 655)] 2024-10-18 05:14:32,428 - ==> Total time: 2 days, 14:01:13 Eta: 1 day, 6:08:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:14:47,595 - Train: 67.30% [841950/1251000] [673.0/1000.0] [batch_t 0.233 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.000747] [CE 4.375 (4.054)] [KD 2.628 (2.540)] 2024-10-18 05:15:00,278 - Train: 67.31% [842000/1251000] [673.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000747] [CE 3.933 (4.002)] [KD 2.544 (2.550)] 2024-10-18 05:15:12,893 - Train: 67.31% [842050/1251000] [673.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000747] [CE 4.319 (4.071)] [KD 2.750 (2.571)] 2024-10-18 05:15:24,834 - Train: 67.31% [842100/1251000] [673.1/1000.0] [batch_t 0.298 (0.239)] [data_t 0.009] [optim_t 0.289] [lr 0.000746] [CE 4.005 (3.993)] [KD 2.416 (2.539)] 2024-10-18 05:15:38,495 - Train: 67.32% [842150/1251000] [673.2/1000.0] [batch_t 0.319 (0.273)] [data_t 0.009] [optim_t 0.310] [lr 0.000746] [CE 4.360 (4.031)] [KD 2.511 (2.525)] 2024-10-18 05:15:51,982 - Train: 67.32% [842200/1251000] [673.2/1000.0] [batch_t 0.277 (0.270)] [data_t 0.009] [optim_t 0.268] [lr 0.000746] [CE 4.131 (4.074)] [KD 2.552 (2.571)] 2024-10-18 05:16:05,460 - Train: 67.33% [842250/1251000] [673.3/1000.0] [batch_t 0.266 (0.269)] [data_t 0.009] [optim_t 0.257] [lr 0.000746] [CE 3.843 (4.062)] [KD 2.553 (2.567)] 2024-10-18 05:16:19,388 - Train: 67.33% [842300/1251000] [673.3/1000.0] [batch_t 0.276 (0.278)] [data_t 0.009] [optim_t 0.268] [lr 0.000746] [CE 3.921 (4.043)] [KD 2.513 (2.539)] 2024-10-18 05:16:31,412 - Train: 67.33% [842350/1251000] [673.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000746] [CE 4.618 (4.101)] [KD 2.802 (2.599)] 2024-10-18 05:16:43,848 - Train: 67.34% [842400/1251000] [673.4/1000.0] [batch_t 0.301 (0.249)] [data_t 0.009] [optim_t 0.292] [lr 0.000746] [CE 4.069 (3.935)] [KD 2.664 (2.499)] 2024-10-18 05:16:57,124 - Train: 67.34% [842450/1251000] [673.4/1000.0] [batch_t 0.250 (0.265)] [data_t 0.009] [optim_t 0.241] [lr 0.000745] [CE 4.220 (4.076)] [KD 2.738 (2.578)] 2024-10-18 05:17:10,086 - Train: 67.35% [842500/1251000] [673.5/1000.0] [batch_t 0.280 (0.259)] [data_t 0.009] [optim_t 0.271] [lr 0.000745] [CE 4.050 (4.039)] [KD 2.561 (2.536)] 2024-10-18 05:17:23,028 - Train: 67.35% [842550/1251000] [673.5/1000.0] [batch_t 0.238 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000745] [CE 3.840 (4.004)] [KD 2.552 (2.541)] 2024-10-18 05:17:36,319 - Train: 67.35% [842600/1251000] [673.5/1000.0] [batch_t 0.279 (0.266)] [data_t 0.009] [optim_t 0.270] [lr 0.000745] [CE 4.127 (4.057)] [KD 2.497 (2.600)] 2024-10-18 05:17:49,175 - Train: 67.36% [842650/1251000] [673.6/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.000745] [CE 3.961 (4.095)] [KD 2.427 (2.539)] 2024-10-18 05:18:00,950 - Train: 67.36% [842700/1251000] [673.6/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000745] [CE 3.699 (4.004)] [KD 2.284 (2.511)] 2024-10-18 05:18:12,737 - Train: 67.37% [842750/1251000] [673.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000744] [CE 3.939 (3.999)] [KD 2.470 (2.542)] 2024-10-18 05:18:25,670 - Train: 67.37% [842800/1251000] [673.7/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000744] [CE 4.039 (4.056)] [KD 2.393 (2.554)] 2024-10-18 05:18:38,962 - Train: 67.37% [842850/1251000] [673.7/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.000744] [CE 4.235 (4.001)] [KD 2.887 (2.563)] 2024-10-18 05:18:51,636 - Train: 67.38% [842900/1251000] [673.8/1000.0] [batch_t 0.239 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.000744] [CE 4.115 (4.129)] [KD 2.605 (2.610)] 2024-10-18 05:19:04,407 - Train: 67.38% [842950/1251000] [673.8/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000744] [CE 3.649 (4.030)] [KD 2.413 (2.578)] 2024-10-18 05:19:16,342 - Train: 67.39% [843000/1251000] [673.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000744] [CE 4.392 (4.095)] [KD 2.682 (2.579)] 2024-10-18 05:19:28,948 - Train: 67.39% [843050/1251000] [673.9/1000.0] [batch_t 0.372 (0.252)] [data_t 0.009] [optim_t 0.363] [lr 0.000743] [CE 4.078 (4.122)] [KD 2.569 (2.604)] 2024-10-18 05:19:42,044 - Train: 67.39% [843100/1251000] [673.9/1000.0] [batch_t 0.259 (0.262)] [data_t 0.009] [optim_t 0.250] [lr 0.000743] [CE 4.084 (4.062)] [KD 2.610 (2.559)] 2024-10-18 05:19:55,084 - Train: 67.40% [843150/1251000] [674.0/1000.0] [batch_t 0.250 (0.261)] [data_t 0.009] [optim_t 0.241] [lr 0.000743] [CE 4.159 (4.072)] [KD 2.550 (2.596)] 2024-10-18 05:20:14,676 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 39556] [top5_cnt 47329] [top_all 50000] 2024-10-18 05:20:14,677 - net: 79.112 (94.658) 2024-10-18 05:20:27,937 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.256)] [top1_cnt 40764] [top5_cnt 47862] [top_all 50000] 2024-10-18 05:20:27,937 - net_E: 81.528 (95.724) 2024-10-18 05:20:28,098 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.528 (epoch: 674)] 2024-10-18 05:20:28,098 - ==> Total time: 2 days, 14:07:08 Eta: 1 day, 6:02:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:20:41,249 - Train: 67.40% [843200/1251000] [674.0/1000.0] [batch_t 0.236 (0.283)] [data_t 0.009] [optim_t 0.227] [lr 0.000743] [CE 3.687 (4.025)] [KD 2.136 (2.536)] 2024-10-18 05:20:53,610 - Train: 67.41% [843250/1251000] [674.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000743] [CE 4.524 (4.035)] [KD 2.695 (2.537)] 2024-10-18 05:21:06,646 - Train: 67.41% [843300/1251000] [674.1/1000.0] [batch_t 0.240 (0.261)] [data_t 0.009] [optim_t 0.231] [lr 0.000743] [CE 4.284 (4.077)] [KD 2.568 (2.554)] 2024-10-18 05:21:20,665 - Train: 67.41% [843350/1251000] [674.1/1000.0] [batch_t 0.311 (0.280)] [data_t 0.009] [optim_t 0.302] [lr 0.000743] [CE 4.348 (4.072)] [KD 2.693 (2.578)] 2024-10-18 05:21:34,684 - Train: 67.42% [843400/1251000] [674.2/1000.0] [batch_t 0.238 (0.280)] [data_t 0.009] [optim_t 0.229] [lr 0.000742] [CE 4.343 (3.973)] [KD 2.636 (2.516)] 2024-10-18 05:21:47,719 - Train: 67.42% [843450/1251000] [674.2/1000.0] [batch_t 0.271 (0.261)] [data_t 0.009] [optim_t 0.262] [lr 0.000742] [CE 4.164 (3.982)] [KD 2.651 (2.503)] 2024-10-18 05:21:59,783 - Train: 67.43% [843500/1251000] [674.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000742] [CE 4.055 (4.020)] [KD 2.509 (2.535)] 2024-10-18 05:22:12,794 - Train: 67.43% [843550/1251000] [674.3/1000.0] [batch_t 0.280 (0.260)] [data_t 0.053] [optim_t 0.227] [lr 0.000742] [CE 4.191 (4.047)] [KD 2.540 (2.578)] 2024-10-18 05:22:26,657 - Train: 67.43% [843600/1251000] [674.3/1000.0] [batch_t 0.258 (0.277)] [data_t 0.033] [optim_t 0.226] [lr 0.000742] [CE 4.262 (4.136)] [KD 2.511 (2.595)] 2024-10-18 05:22:40,272 - Train: 67.44% [843650/1251000] [674.4/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000742] [CE 3.868 (4.007)] [KD 2.487 (2.537)] 2024-10-18 05:22:54,092 - Train: 67.44% [843700/1251000] [674.4/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000741] [CE 3.916 (4.042)] [KD 2.358 (2.602)] 2024-10-18 05:23:07,121 - Train: 67.45% [843750/1251000] [674.5/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000741] [CE 4.356 (4.056)] [KD 2.783 (2.562)] 2024-10-18 05:23:19,447 - Train: 67.45% [843800/1251000] [674.5/1000.0] [batch_t 0.271 (0.246)] [data_t 0.043] [optim_t 0.228] [lr 0.000741] [CE 4.075 (4.018)] [KD 2.474 (2.538)] 2024-10-18 05:23:32,590 - Train: 67.45% [843850/1251000] [674.5/1000.0] [batch_t 0.272 (0.263)] [data_t 0.046] [optim_t 0.226] [lr 0.000741] [CE 4.098 (3.994)] [KD 2.581 (2.535)] 2024-10-18 05:23:46,114 - Train: 67.46% [843900/1251000] [674.6/1000.0] [batch_t 0.244 (0.270)] [data_t 0.013] [optim_t 0.231] [lr 0.000741] [CE 3.855 (4.065)] [KD 2.391 (2.604)] 2024-10-18 05:23:59,656 - Train: 67.46% [843950/1251000] [674.6/1000.0] [batch_t 0.274 (0.271)] [data_t 0.046] [optim_t 0.229] [lr 0.000741] [CE 3.804 (4.087)] [KD 2.363 (2.602)] 2024-10-18 05:24:13,472 - Train: 67.47% [844000/1251000] [674.7/1000.0] [batch_t 0.239 (0.276)] [data_t 0.009] [optim_t 0.230] [lr 0.000740] [CE 4.404 (4.058)] [KD 2.768 (2.562)] 2024-10-18 05:24:26,944 - Train: 67.47% [844050/1251000] [674.7/1000.0] [batch_t 0.237 (0.269)] [data_t 0.009] [optim_t 0.228] [lr 0.000740] [CE 3.714 (4.049)] [KD 2.405 (2.577)] 2024-10-18 05:24:39,163 - Train: 67.47% [844100/1251000] [674.7/1000.0] [batch_t 0.258 (0.244)] [data_t 0.028] [optim_t 0.230] [lr 0.000740] [CE 4.244 (4.083)] [KD 2.810 (2.574)] 2024-10-18 05:24:52,106 - Train: 67.48% [844150/1251000] [674.8/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000740] [CE 3.673 (4.017)] [KD 2.440 (2.537)] 2024-10-18 05:25:05,512 - Train: 67.48% [844200/1251000] [674.8/1000.0] [batch_t 0.300 (0.268)] [data_t 0.074] [optim_t 0.226] [lr 0.000740] [CE 4.134 (4.015)] [KD 2.530 (2.574)] 2024-10-18 05:25:18,850 - Train: 67.49% [844250/1251000] [674.9/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000740] [CE 4.315 (4.128)] [KD 2.878 (2.610)] 2024-10-18 05:25:32,594 - Train: 67.49% [844300/1251000] [674.9/1000.0] [batch_t 0.236 (0.275)] [data_t 0.009] [optim_t 0.227] [lr 0.000739] [CE 4.010 (4.048)] [KD 2.445 (2.571)] 2024-10-18 05:25:46,042 - Train: 67.49% [844350/1251000] [674.9/1000.0] [batch_t 0.241 (0.269)] [data_t 0.013] [optim_t 0.228] [lr 0.000739] [CE 3.849 (4.117)] [KD 2.522 (2.614)] 2024-10-18 05:25:58,222 - Train: 67.50% [844400/1251000] [675.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000739] [CE 3.532 (4.010)] [KD 2.252 (2.586)] 2024-10-18 05:26:17,415 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.262)] [top1_cnt 39642] [top5_cnt 47309] [top_all 50000] 2024-10-18 05:26:17,416 - net: 79.284 (94.618) 2024-10-18 05:26:30,687 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.259)] [top1_cnt 40754] [top5_cnt 47875] [top_all 50000] 2024-10-18 05:26:30,687 - net_E: 81.508 (95.750) 2024-10-18 05:26:30,839 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.528 (epoch: 674)] 2024-10-18 05:26:30,840 - ==> Total time: 2 days, 14:13:11 Eta: 1 day, 5:57:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:26:42,804 - Train: 67.50% [844450/1251000] [675.0/1000.0] [batch_t 0.235 (0.291)] [data_t 0.009] [optim_t 0.227] [lr 0.000739] [CE 4.275 (4.093)] [KD 2.557 (2.551)] 2024-10-18 05:26:56,617 - Train: 67.51% [844500/1251000] [675.1/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.000739] [CE 4.246 (4.078)] [KD 2.750 (2.548)] 2024-10-18 05:27:09,651 - Train: 67.51% [844550/1251000] [675.1/1000.0] [batch_t 0.234 (0.261)] [data_t 0.009] [optim_t 0.225] [lr 0.000739] [CE 4.637 (4.024)] [KD 2.986 (2.535)] 2024-10-18 05:27:22,063 - Train: 67.51% [844600/1251000] [675.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000739] [CE 3.769 (3.962)] [KD 2.354 (2.515)] 2024-10-18 05:27:35,308 - Train: 67.52% [844650/1251000] [675.2/1000.0] [batch_t 0.305 (0.265)] [data_t 0.009] [optim_t 0.296] [lr 0.000738] [CE 4.482 (4.029)] [KD 2.852 (2.561)] 2024-10-18 05:27:49,251 - Train: 67.52% [844700/1251000] [675.2/1000.0] [batch_t 0.373 (0.279)] [data_t 0.009] [optim_t 0.364] [lr 0.000738] [CE 4.137 (4.053)] [KD 2.692 (2.556)] 2024-10-18 05:28:02,613 - Train: 67.53% [844750/1251000] [675.3/1000.0] [batch_t 0.232 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.000738] [CE 3.700 (4.079)] [KD 2.333 (2.569)] 2024-10-18 05:28:16,206 - Train: 67.53% [844800/1251000] [675.3/1000.0] [batch_t 0.295 (0.272)] [data_t 0.009] [optim_t 0.286] [lr 0.000738] [CE 4.215 (3.973)] [KD 2.733 (2.522)] 2024-10-18 05:28:29,490 - Train: 67.53% [844850/1251000] [675.3/1000.0] [batch_t 0.254 (0.266)] [data_t 0.009] [optim_t 0.245] [lr 0.000738] [CE 3.915 (4.050)] [KD 2.650 (2.586)] 2024-10-18 05:28:41,932 - Train: 67.54% [844900/1251000] [675.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000738] [CE 3.697 (4.019)] [KD 2.392 (2.544)] 2024-10-18 05:28:55,095 - Train: 67.54% [844950/1251000] [675.4/1000.0] [batch_t 0.232 (0.263)] [data_t 0.009] [optim_t 0.223] [lr 0.000737] [CE 3.474 (4.051)] [KD 2.172 (2.518)] 2024-10-18 05:29:09,042 - Train: 67.55% [845000/1251000] [675.5/1000.0] [batch_t 0.268 (0.279)] [data_t 0.009] [optim_t 0.259] [lr 0.000737] [CE 4.061 (4.064)] [KD 2.643 (2.539)] 2024-10-18 05:29:22,888 - Train: 67.55% [845050/1251000] [675.5/1000.0] [batch_t 0.303 (0.277)] [data_t 0.009] [optim_t 0.294] [lr 0.000737] [CE 3.733 (4.027)] [KD 2.525 (2.546)] 2024-10-18 05:29:36,627 - Train: 67.55% [845100/1251000] [675.5/1000.0] [batch_t 0.390 (0.275)] [data_t 0.009] [optim_t 0.380] [lr 0.000737] [CE 4.315 (4.014)] [KD 2.563 (2.537)] 2024-10-18 05:29:50,354 - Train: 67.56% [845150/1251000] [675.6/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.229] [lr 0.000737] [CE 4.457 (4.070)] [KD 2.823 (2.564)] 2024-10-18 05:30:02,680 - Train: 67.56% [845200/1251000] [675.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000737] [CE 4.149 (4.033)] [KD 2.727 (2.532)] 2024-10-18 05:30:14,861 - Train: 67.57% [845250/1251000] [675.7/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.000736] [CE 4.218 (4.088)] [KD 2.575 (2.568)] 2024-10-18 05:30:28,436 - Train: 67.57% [845300/1251000] [675.7/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.000736] [CE 3.929 (4.085)] [KD 2.553 (2.556)] 2024-10-18 05:30:42,288 - Train: 67.57% [845350/1251000] [675.7/1000.0] [batch_t 0.274 (0.277)] [data_t 0.009] [optim_t 0.265] [lr 0.000736] [CE 3.645 (4.026)] [KD 2.357 (2.531)] 2024-10-18 05:30:55,919 - Train: 67.58% [845400/1251000] [675.8/1000.0] [batch_t 0.243 (0.272)] [data_t 0.009] [optim_t 0.234] [lr 0.000736] [CE 4.488 (4.067)] [KD 2.625 (2.539)] 2024-10-18 05:31:09,876 - Train: 67.58% [845450/1251000] [675.8/1000.0] [batch_t 0.235 (0.279)] [data_t 0.009] [optim_t 0.226] [lr 0.000736] [CE 4.196 (4.035)] [KD 2.509 (2.533)] 2024-10-18 05:31:22,163 - Train: 67.59% [845500/1251000] [675.9/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000736] [CE 4.345 (4.082)] [KD 2.703 (2.567)] 2024-10-18 05:31:34,748 - Train: 67.59% [845550/1251000] [675.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000736] [CE 3.368 (4.042)] [KD 2.456 (2.572)] 2024-10-18 05:31:47,453 - Train: 67.59% [845600/1251000] [675.9/1000.0] [batch_t 0.257 (0.254)] [data_t 0.009] [optim_t 0.248] [lr 0.000735] [CE 4.088 (4.110)] [KD 2.631 (2.588)] 2024-10-18 05:32:00,792 - Train: 67.60% [845650/1251000] [676.0/1000.0] [batch_t 0.320 (0.267)] [data_t 0.009] [optim_t 0.311] [lr 0.000735] [CE 3.781 (3.990)] [KD 2.541 (2.547)] 2024-10-18 05:32:21,358 - Test (net): 100.00% [50/50] [batch_t 0.106 (0.272)] [top1_cnt 39331] [top5_cnt 47283] [top_all 50000] 2024-10-18 05:32:21,358 - net: 78.662 (94.566) 2024-10-18 05:32:34,508 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 40771] [top5_cnt 47886] [top_all 50000] 2024-10-18 05:32:34,509 - net_E: 81.542 (95.772) 2024-10-18 05:32:34,667 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.542 (epoch: 676)] 2024-10-18 05:32:34,668 - ==> Total time: 2 days, 14:19:15 Eta: 1 day, 5:52:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:32:47,255 - Train: 67.60% [845700/1251000] [676.0/1000.0] [batch_t 0.238 (0.302)] [data_t 0.009] [optim_t 0.229] [lr 0.000735] [CE 4.090 (4.024)] [KD 2.514 (2.562)] 2024-10-18 05:32:59,441 - Train: 67.61% [845750/1251000] [676.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000735] [CE 4.270 (3.942)] [KD 2.639 (2.532)] 2024-10-18 05:33:13,107 - Train: 67.61% [845800/1251000] [676.1/1000.0] [batch_t 0.301 (0.273)] [data_t 0.009] [optim_t 0.292] [lr 0.000735] [CE 4.362 (4.088)] [KD 2.749 (2.564)] 2024-10-18 05:33:26,837 - Train: 67.61% [845850/1251000] [676.1/1000.0] [batch_t 0.277 (0.274)] [data_t 0.009] [optim_t 0.268] [lr 0.000735] [CE 4.305 (4.024)] [KD 2.755 (2.564)] 2024-10-18 05:33:40,382 - Train: 67.62% [845900/1251000] [676.2/1000.0] [batch_t 0.249 (0.271)] [data_t 0.009] [optim_t 0.240] [lr 0.000734] [CE 3.923 (4.013)] [KD 2.548 (2.532)] 2024-10-18 05:33:53,620 - Train: 67.62% [845950/1251000] [676.2/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000734] [CE 3.766 (4.068)] [KD 2.464 (2.556)] 2024-10-18 05:34:05,939 - Train: 67.63% [846000/1251000] [676.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000734] [CE 3.710 (4.052)] [KD 2.319 (2.578)] 2024-10-18 05:34:18,888 - Train: 67.63% [846050/1251000] [676.3/1000.0] [batch_t 0.287 (0.259)] [data_t 0.009] [optim_t 0.277] [lr 0.000734] [CE 3.793 (4.019)] [KD 2.470 (2.550)] 2024-10-18 05:34:32,637 - Train: 67.63% [846100/1251000] [676.3/1000.0] [batch_t 0.270 (0.275)] [data_t 0.009] [optim_t 0.261] [lr 0.000734] [CE 4.282 (4.054)] [KD 2.554 (2.562)] 2024-10-18 05:34:46,463 - Train: 67.64% [846150/1251000] [676.4/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000734] [CE 4.108 (4.041)] [KD 2.678 (2.556)] 2024-10-18 05:35:00,397 - Train: 67.64% [846200/1251000] [676.4/1000.0] [batch_t 0.284 (0.279)] [data_t 0.009] [optim_t 0.275] [lr 0.000733] [CE 4.882 (4.025)] [KD 2.946 (2.547)] 2024-10-18 05:35:14,038 - Train: 67.65% [846250/1251000] [676.5/1000.0] [batch_t 0.235 (0.273)] [data_t 0.009] [optim_t 0.226] [lr 0.000733] [CE 4.366 (4.040)] [KD 2.686 (2.540)] 2024-10-18 05:35:26,062 - Train: 67.65% [846300/1251000] [676.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000733] [CE 3.762 (4.040)] [KD 2.447 (2.532)] 2024-10-18 05:35:38,174 - Train: 67.65% [846350/1251000] [676.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000733] [CE 3.666 (3.951)] [KD 2.407 (2.503)] 2024-10-18 05:35:50,625 - Train: 67.66% [846400/1251000] [676.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000733] [CE 4.054 (4.030)] [KD 2.682 (2.538)] 2024-10-18 05:36:04,164 - Train: 67.66% [846450/1251000] [676.6/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.000733] [CE 3.938 (4.094)] [KD 2.355 (2.561)] 2024-10-18 05:36:17,798 - Train: 67.67% [846500/1251000] [676.7/1000.0] [batch_t 0.260 (0.273)] [data_t 0.009] [optim_t 0.251] [lr 0.000733] [CE 4.184 (3.983)] [KD 2.642 (2.504)] 2024-10-18 05:36:31,585 - Train: 67.67% [846550/1251000] [676.7/1000.0] [batch_t 0.302 (0.276)] [data_t 0.009] [optim_t 0.293] [lr 0.000732] [CE 4.444 (4.099)] [KD 2.852 (2.565)] 2024-10-18 05:36:44,097 - Train: 67.67% [846600/1251000] [676.7/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.000732] [CE 3.928 (4.067)] [KD 2.463 (2.554)] 2024-10-18 05:36:56,606 - Train: 67.68% [846650/1251000] [676.8/1000.0] [batch_t 0.271 (0.250)] [data_t 0.009] [optim_t 0.262] [lr 0.000732] [CE 4.010 (4.052)] [KD 2.590 (2.544)] 2024-10-18 05:37:10,002 - Train: 67.68% [846700/1251000] [676.8/1000.0] [batch_t 0.310 (0.268)] [data_t 0.009] [optim_t 0.301] [lr 0.000732] [CE 3.771 (4.046)] [KD 2.535 (2.547)] 2024-10-18 05:37:23,434 - Train: 67.69% [846750/1251000] [676.9/1000.0] [batch_t 0.294 (0.269)] [data_t 0.009] [optim_t 0.285] [lr 0.000732] [CE 3.804 (4.037)] [KD 2.580 (2.565)] 2024-10-18 05:37:37,001 - Train: 67.69% [846800/1251000] [676.9/1000.0] [batch_t 0.240 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000732] [CE 4.368 (4.007)] [KD 2.717 (2.552)] 2024-10-18 05:37:50,897 - Train: 67.69% [846850/1251000] [676.9/1000.0] [batch_t 0.236 (0.278)] [data_t 0.009] [optim_t 0.226] [lr 0.000731] [CE 3.923 (3.981)] [KD 2.429 (2.554)] 2024-10-18 05:38:03,284 - Train: 67.70% [846900/1251000] [677.0/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000731] [CE 3.714 (4.052)] [KD 2.445 (2.575)] 2024-10-18 05:38:23,454 - Test (net): 100.00% [50/50] [batch_t 0.109 (0.267)] [top1_cnt 39653] [top5_cnt 47381] [top_all 50000] 2024-10-18 05:38:23,455 - net: 79.306 (94.762) 2024-10-18 05:38:37,476 - Test (net_E): 100.00% [50/50] [batch_t 0.124 (0.274)] [top1_cnt 40786] [top5_cnt 47864] [top_all 50000] 2024-10-18 05:38:37,477 - net_E: 81.572 (95.728) 2024-10-18 05:38:37,621 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 05:38:37,621 - ==> Total time: 2 days, 14:25:18 Eta: 1 day, 5:46:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:38:49,699 - Train: 67.70% [846950/1251000] [677.0/1000.0] [batch_t 0.240 (0.317)] [data_t 0.009] [optim_t 0.231] [lr 0.000731] [CE 3.731 (4.177)] [KD 2.453 (2.642)] 2024-10-18 05:39:02,209 - Train: 67.71% [847000/1251000] [677.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000731] [CE 3.819 (4.040)] [KD 2.391 (2.546)] 2024-10-18 05:39:15,743 - Train: 67.71% [847050/1251000] [677.1/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000731] [CE 3.548 (4.034)] [KD 2.358 (2.529)] 2024-10-18 05:39:28,604 - Train: 67.71% [847100/1251000] [677.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.000731] [CE 4.318 (3.972)] [KD 2.660 (2.518)] 2024-10-18 05:39:40,899 - Train: 67.72% [847150/1251000] [677.2/1000.0] [batch_t 0.282 (0.246)] [data_t 0.009] [optim_t 0.273] [lr 0.000730] [CE 4.438 (4.022)] [KD 2.706 (2.493)] 2024-10-18 05:39:54,383 - Train: 67.72% [847200/1251000] [677.2/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.000730] [CE 3.724 (3.999)] [KD 2.376 (2.503)] 2024-10-18 05:40:08,338 - Train: 67.73% [847250/1251000] [677.3/1000.0] [batch_t 0.281 (0.279)] [data_t 0.009] [optim_t 0.272] [lr 0.000730] [CE 3.618 (4.096)] [KD 2.419 (2.555)] 2024-10-18 05:40:22,002 - Train: 67.73% [847300/1251000] [677.3/1000.0] [batch_t 0.304 (0.273)] [data_t 0.009] [optim_t 0.295] [lr 0.000730] [CE 4.082 (3.959)] [KD 2.582 (2.498)] 2024-10-18 05:40:35,316 - Train: 67.73% [847350/1251000] [677.3/1000.0] [batch_t 0.285 (0.266)] [data_t 0.009] [optim_t 0.276] [lr 0.000730] [CE 4.202 (4.023)] [KD 2.677 (2.533)] 2024-10-18 05:40:47,576 - Train: 67.74% [847400/1251000] [677.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000730] [CE 3.694 (3.962)] [KD 2.228 (2.498)] 2024-10-18 05:40:59,778 - Train: 67.74% [847450/1251000] [677.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000729] [CE 4.145 (4.055)] [KD 2.675 (2.535)] 2024-10-18 05:41:13,293 - Train: 67.75% [847500/1251000] [677.5/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000729] [CE 4.254 (4.022)] [KD 2.632 (2.524)] 2024-10-18 05:41:26,727 - Train: 67.75% [847550/1251000] [677.5/1000.0] [batch_t 0.273 (0.269)] [data_t 0.009] [optim_t 0.264] [lr 0.000729] [CE 4.190 (4.064)] [KD 2.469 (2.536)] 2024-10-18 05:41:39,782 - Train: 67.75% [847600/1251000] [677.5/1000.0] [batch_t 0.260 (0.261)] [data_t 0.009] [optim_t 0.251] [lr 0.000729] [CE 3.926 (4.044)] [KD 2.453 (2.569)] 2024-10-18 05:41:53,287 - Train: 67.76% [847650/1251000] [677.6/1000.0] [batch_t 0.278 (0.270)] [data_t 0.009] [optim_t 0.269] [lr 0.000729] [CE 3.840 (4.039)] [KD 2.537 (2.591)] 2024-10-18 05:42:05,719 - Train: 67.76% [847700/1251000] [677.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000729] [CE 3.590 (4.023)] [KD 2.248 (2.567)] 2024-10-18 05:42:17,801 - Train: 67.77% [847750/1251000] [677.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000729] [CE 3.647 (4.050)] [KD 2.343 (2.589)] 2024-10-18 05:42:31,261 - Train: 67.77% [847800/1251000] [677.7/1000.0] [batch_t 0.270 (0.269)] [data_t 0.009] [optim_t 0.261] [lr 0.000728] [CE 3.955 (3.971)] [KD 2.537 (2.542)] 2024-10-18 05:42:44,888 - Train: 67.77% [847850/1251000] [677.7/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.000728] [CE 4.333 (3.962)] [KD 2.880 (2.509)] 2024-10-18 05:42:58,460 - Train: 67.78% [847900/1251000] [677.8/1000.0] [batch_t 0.418 (0.271)] [data_t 0.009] [optim_t 0.409] [lr 0.000728] [CE 4.291 (4.077)] [KD 2.620 (2.606)] 2024-10-18 05:43:11,592 - Train: 67.78% [847950/1251000] [677.8/1000.0] [batch_t 0.293 (0.263)] [data_t 0.009] [optim_t 0.283] [lr 0.000728] [CE 3.860 (4.024)] [KD 2.391 (2.557)] 2024-10-18 05:43:24,152 - Train: 67.79% [848000/1251000] [677.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000728] [CE 4.352 (4.052)] [KD 2.694 (2.583)] 2024-10-18 05:43:36,681 - Train: 67.79% [848050/1251000] [677.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000728] [CE 4.240 (4.038)] [KD 2.875 (2.532)] 2024-10-18 05:43:49,690 - Train: 67.79% [848100/1251000] [677.9/1000.0] [batch_t 0.284 (0.260)] [data_t 0.009] [optim_t 0.275] [lr 0.000727] [CE 4.063 (4.041)] [KD 2.579 (2.550)] 2024-10-18 05:44:03,250 - Train: 67.80% [848150/1251000] [678.0/1000.0] [batch_t 0.248 (0.271)] [data_t 0.009] [optim_t 0.239] [lr 0.000727] [CE 3.352 (4.080)] [KD 2.372 (2.590)] 2024-10-18 05:44:23,721 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.264)] [top1_cnt 39591] [top5_cnt 47367] [top_all 50000] 2024-10-18 05:44:23,722 - net: 79.182 (94.734) 2024-10-18 05:44:37,398 - Test (net_E): 100.00% [50/50] [batch_t 0.115 (0.267)] [top1_cnt 40759] [top5_cnt 47871] [top_all 50000] 2024-10-18 05:44:37,399 - net_E: 81.518 (95.742) 2024-10-18 05:44:37,563 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 05:44:37,563 - ==> Total time: 2 days, 14:31:18 Eta: 1 day, 5:41:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:44:46,440 - Train: 67.80% [848200/1251000] [678.0/1000.0] [batch_t 0.232 (0.345)] [data_t 0.009] [optim_t 0.224] [lr 0.000727] [CE 3.673 (3.960)] [KD 2.315 (2.502)] 2024-10-18 05:44:58,912 - Train: 67.81% [848250/1251000] [678.1/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000727] [CE 4.106 (4.038)] [KD 2.470 (2.520)] 2024-10-18 05:45:11,052 - Train: 67.81% [848300/1251000] [678.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000727] [CE 3.818 (4.002)] [KD 2.378 (2.494)] 2024-10-18 05:45:23,744 - Train: 67.81% [848350/1251000] [678.1/1000.0] [batch_t 0.270 (0.254)] [data_t 0.009] [optim_t 0.261] [lr 0.000727] [CE 4.540 (4.058)] [KD 2.880 (2.558)] 2024-10-18 05:45:37,268 - Train: 67.82% [848400/1251000] [678.2/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.000726] [CE 4.114 (3.988)] [KD 2.572 (2.509)] 2024-10-18 05:45:50,300 - Train: 67.82% [848450/1251000] [678.2/1000.0] [batch_t 0.240 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.000726] [CE 4.338 (4.018)] [KD 2.719 (2.543)] 2024-10-18 05:46:03,189 - Train: 67.83% [848500/1251000] [678.3/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.000726] [CE 3.928 (3.993)] [KD 2.651 (2.524)] 2024-10-18 05:46:15,321 - Train: 67.83% [848550/1251000] [678.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000726] [CE 3.969 (3.944)] [KD 2.526 (2.495)] 2024-10-18 05:46:27,387 - Train: 67.83% [848600/1251000] [678.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000726] [CE 3.559 (4.072)] [KD 2.254 (2.567)] 2024-10-18 05:46:40,156 - Train: 67.84% [848650/1251000] [678.4/1000.0] [batch_t 0.265 (0.255)] [data_t 0.009] [optim_t 0.256] [lr 0.000726] [CE 4.390 (4.083)] [KD 2.493 (2.566)] 2024-10-18 05:46:53,811 - Train: 67.84% [848700/1251000] [678.4/1000.0] [batch_t 0.279 (0.273)] [data_t 0.009] [optim_t 0.271] [lr 0.000726] [CE 3.673 (4.040)] [KD 2.325 (2.547)] 2024-10-18 05:47:07,469 - Train: 67.85% [848750/1251000] [678.5/1000.0] [batch_t 0.289 (0.273)] [data_t 0.009] [optim_t 0.280] [lr 0.000725] [CE 3.826 (4.087)] [KD 2.528 (2.606)] 2024-10-18 05:47:21,157 - Train: 67.85% [848800/1251000] [678.5/1000.0] [batch_t 0.233 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.000725] [CE 4.150 (4.011)] [KD 2.597 (2.517)] 2024-10-18 05:47:33,249 - Train: 67.85% [848850/1251000] [678.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000725] [CE 4.021 (4.053)] [KD 2.432 (2.530)] 2024-10-18 05:47:46,025 - Train: 67.86% [848900/1251000] [678.6/1000.0] [batch_t 0.249 (0.255)] [data_t 0.009] [optim_t 0.240] [lr 0.000725] [CE 3.566 (4.016)] [KD 2.268 (2.532)] 2024-10-18 05:47:59,503 - Train: 67.86% [848950/1251000] [678.6/1000.0] [batch_t 0.246 (0.269)] [data_t 0.009] [optim_t 0.237] [lr 0.000725] [CE 3.988 (4.029)] [KD 2.560 (2.546)] 2024-10-18 05:48:13,087 - Train: 67.87% [849000/1251000] [678.7/1000.0] [batch_t 0.256 (0.272)] [data_t 0.009] [optim_t 0.248] [lr 0.000725] [CE 4.395 (4.131)] [KD 2.802 (2.589)] 2024-10-18 05:48:26,705 - Train: 67.87% [849050/1251000] [678.7/1000.0] [batch_t 0.258 (0.272)] [data_t 0.009] [optim_t 0.249] [lr 0.000724] [CE 3.852 (4.016)] [KD 2.316 (2.550)] 2024-10-18 05:48:40,348 - Train: 67.87% [849100/1251000] [678.7/1000.0] [batch_t 0.266 (0.273)] [data_t 0.009] [optim_t 0.257] [lr 0.000724] [CE 4.272 (4.088)] [KD 2.619 (2.578)] 2024-10-18 05:48:52,486 - Train: 67.88% [849150/1251000] [678.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000724] [CE 3.909 (4.032)] [KD 2.551 (2.567)] 2024-10-18 05:49:05,583 - Train: 67.88% [849200/1251000] [678.8/1000.0] [batch_t 0.263 (0.262)] [data_t 0.009] [optim_t 0.254] [lr 0.000724] [CE 4.262 (4.041)] [KD 2.757 (2.531)] 2024-10-18 05:49:19,245 - Train: 67.89% [849250/1251000] [678.9/1000.0] [batch_t 0.281 (0.273)] [data_t 0.009] [optim_t 0.272] [lr 0.000724] [CE 3.827 (4.011)] [KD 2.456 (2.538)] 2024-10-18 05:49:32,812 - Train: 67.89% [849300/1251000] [678.9/1000.0] [batch_t 0.260 (0.271)] [data_t 0.009] [optim_t 0.252] [lr 0.000724] [CE 4.135 (4.045)] [KD 2.546 (2.546)] 2024-10-18 05:49:46,523 - Train: 67.89% [849350/1251000] [678.9/1000.0] [batch_t 0.262 (0.274)] [data_t 0.009] [optim_t 0.253] [lr 0.000723] [CE 4.239 (4.144)] [KD 2.600 (2.598)] 2024-10-18 05:50:00,234 - Train: 67.90% [849400/1251000] [679.0/1000.0] [batch_t 0.276 (0.274)] [data_t 0.009] [optim_t 0.267] [lr 0.000723] [CE 3.869 (3.967)] [KD 2.593 (2.531)] 2024-10-18 05:50:19,875 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 39633] [top5_cnt 47323] [top_all 50000] 2024-10-18 05:50:19,875 - net: 79.266 (94.646) 2024-10-18 05:50:33,379 - Test (net_E): 100.00% [50/50] [batch_t 0.097 (0.263)] [top1_cnt 40771] [top5_cnt 47884] [top_all 50000] 2024-10-18 05:50:33,380 - net_E: 81.542 (95.768) 2024-10-18 05:50:33,535 - Max [top1: 79.342 (epoch: 673)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 05:50:33,536 - ==> Total time: 2 days, 14:37:14 Eta: 1 day, 5:36:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:50:43,145 - Train: 67.90% [849450/1251000] [679.0/1000.0] [batch_t 0.236 (0.388)] [data_t 0.009] [optim_t 0.227] [lr 0.000723] [CE 4.184 (3.987)] [KD 2.671 (2.572)] 2024-10-18 05:50:56,414 - Train: 67.91% [849500/1251000] [679.1/1000.0] [batch_t 0.263 (0.265)] [data_t 0.009] [optim_t 0.254] [lr 0.000723] [CE 3.644 (4.062)] [KD 2.434 (2.527)] 2024-10-18 05:51:10,334 - Train: 67.91% [849550/1251000] [679.1/1000.0] [batch_t 0.233 (0.278)] [data_t 0.009] [optim_t 0.224] [lr 0.000723] [CE 3.642 (3.995)] [KD 2.446 (2.504)] 2024-10-18 05:51:23,778 - Train: 67.91% [849600/1251000] [679.1/1000.0] [batch_t 0.251 (0.269)] [data_t 0.009] [optim_t 0.242] [lr 0.000723] [CE 4.138 (4.037)] [KD 2.626 (2.558)] 2024-10-18 05:51:36,207 - Train: 67.92% [849650/1251000] [679.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000723] [CE 3.994 (4.035)] [KD 2.622 (2.530)] 2024-10-18 05:51:49,538 - Train: 67.92% [849700/1251000] [679.2/1000.0] [batch_t 0.282 (0.267)] [data_t 0.058] [optim_t 0.224] [lr 0.000722] [CE 4.253 (4.058)] [KD 2.627 (2.511)] 2024-10-18 05:52:03,274 - Train: 67.93% [849750/1251000] [679.3/1000.0] [batch_t 0.257 (0.275)] [data_t 0.032] [optim_t 0.225] [lr 0.000722] [CE 3.816 (4.009)] [KD 2.520 (2.493)] 2024-10-18 05:52:17,270 - Train: 67.93% [849800/1251000] [679.3/1000.0] [batch_t 0.278 (0.280)] [data_t 0.054] [optim_t 0.224] [lr 0.000722] [CE 3.823 (3.997)] [KD 2.331 (2.536)] 2024-10-18 05:52:31,359 - Train: 67.93% [849850/1251000] [679.3/1000.0] [batch_t 0.321 (0.282)] [data_t 0.094] [optim_t 0.227] [lr 0.000722] [CE 4.139 (4.073)] [KD 2.713 (2.553)] 2024-10-18 05:52:45,164 - Train: 67.94% [849900/1251000] [679.4/1000.0] [batch_t 0.236 (0.276)] [data_t 0.009] [optim_t 0.227] [lr 0.000722] [CE 3.923 (4.006)] [KD 2.466 (2.546)] 2024-10-18 05:52:57,239 - Train: 67.94% [849950/1251000] [679.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000722] [CE 3.608 (4.088)] [KD 2.299 (2.537)] 2024-10-18 05:53:10,564 - Train: 67.95% [850000/1251000] [679.5/1000.0] [batch_t 0.379 (0.266)] [data_t 0.157] [optim_t 0.222] [lr 0.000721] [CE 4.395 (4.089)] [KD 2.757 (2.569)] 2024-10-18 05:53:24,248 - Train: 67.95% [850050/1251000] [679.5/1000.0] [batch_t 0.290 (0.274)] [data_t 0.062] [optim_t 0.227] [lr 0.000721] [CE 4.517 (4.043)] [KD 3.007 (2.563)] 2024-10-18 05:53:37,966 - Train: 67.95% [850100/1251000] [679.5/1000.0] [batch_t 0.287 (0.274)] [data_t 0.058] [optim_t 0.228] [lr 0.000721] [CE 4.814 (4.049)] [KD 3.025 (2.540)] 2024-10-18 05:53:52,082 - Train: 67.96% [850150/1251000] [679.6/1000.0] [batch_t 0.286 (0.282)] [data_t 0.009] [optim_t 0.277] [lr 0.000721] [CE 4.119 (4.068)] [KD 2.718 (2.565)] 2024-10-18 05:54:05,707 - Train: 67.96% [850200/1251000] [679.6/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000721] [CE 3.862 (4.007)] [KD 2.474 (2.505)] 2024-10-18 05:54:18,415 - Train: 67.97% [850250/1251000] [679.7/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000721] [CE 3.918 (4.180)] [KD 2.439 (2.639)] 2024-10-18 05:54:32,184 - Train: 67.97% [850300/1251000] [679.7/1000.0] [batch_t 0.288 (0.275)] [data_t 0.009] [optim_t 0.279] [lr 0.000720] [CE 3.958 (3.990)] [KD 2.355 (2.529)] 2024-10-18 05:54:46,259 - Train: 67.97% [850350/1251000] [679.7/1000.0] [batch_t 0.279 (0.281)] [data_t 0.009] [optim_t 0.270] [lr 0.000720] [CE 3.894 (4.045)] [KD 2.230 (2.558)] 2024-10-18 05:55:00,253 - Train: 67.98% [850400/1251000] [679.8/1000.0] [batch_t 0.317 (0.280)] [data_t 0.009] [optim_t 0.309] [lr 0.000720] [CE 3.641 (4.026)] [KD 2.396 (2.545)] 2024-10-18 05:55:14,490 - Train: 67.98% [850450/1251000] [679.8/1000.0] [batch_t 0.298 (0.285)] [data_t 0.009] [optim_t 0.289] [lr 0.000720] [CE 3.703 (4.029)] [KD 2.461 (2.531)] 2024-10-18 05:55:28,473 - Train: 67.99% [850500/1251000] [679.9/1000.0] [batch_t 0.236 (0.280)] [data_t 0.009] [optim_t 0.227] [lr 0.000720] [CE 4.566 (4.015)] [KD 2.923 (2.536)] 2024-10-18 05:55:40,999 - Train: 67.99% [850550/1251000] [679.9/1000.0] [batch_t 0.259 (0.250)] [data_t 0.009] [optim_t 0.251] [lr 0.000720] [CE 3.710 (3.973)] [KD 2.391 (2.529)] 2024-10-18 05:55:54,512 - Train: 67.99% [850600/1251000] [679.9/1000.0] [batch_t 0.241 (0.270)] [data_t 0.009] [optim_t 0.232] [lr 0.000720] [CE 3.868 (4.033)] [KD 2.570 (2.525)] 2024-10-18 05:56:08,339 - Train: 68.00% [850650/1251000] [680.0/1000.0] [batch_t 0.242 (0.276)] [data_t 0.009] [optim_t 0.233] [lr 0.000719] [CE 3.649 (3.956)] [KD 2.413 (2.525)] 2024-10-18 05:56:29,695 - Test (net): 100.00% [50/50] [batch_t 0.088 (0.263)] [top1_cnt 39748] [top5_cnt 47349] [top_all 50000] 2024-10-18 05:56:29,696 - net: 79.496 (94.698) 2024-10-18 05:56:43,790 - Test (net_E): 100.00% [50/50] [batch_t 0.127 (0.273)] [top1_cnt 40733] [top5_cnt 47860] [top_all 50000] 2024-10-18 05:56:43,791 - net_E: 81.466 (95.720) 2024-10-18 05:56:43,963 - Max [top1: 79.496 (epoch: 680)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 05:56:43,963 - ==> Total time: 2 days, 14:43:24 Eta: 1 day, 5:31:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 05:56:54,503 - Train: 68.00% [850700/1251000] [680.0/1000.0] [batch_t 0.239 (0.283)] [data_t 0.009] [optim_t 0.230] [lr 0.000719] [CE 4.216 (4.030)] [KD 2.802 (2.544)] 2024-10-18 05:57:06,976 - Train: 68.01% [850750/1251000] [680.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000719] [CE 3.980 (4.005)] [KD 2.502 (2.504)] 2024-10-18 05:57:19,605 - Train: 68.01% [850800/1251000] [680.1/1000.0] [batch_t 0.488 (0.252)] [data_t 0.009] [optim_t 0.479] [lr 0.000719] [CE 3.749 (4.085)] [KD 2.366 (2.568)] 2024-10-18 05:57:33,468 - Train: 68.01% [850850/1251000] [680.1/1000.0] [batch_t 0.318 (0.277)] [data_t 0.009] [optim_t 0.309] [lr 0.000719] [CE 4.354 (4.020)] [KD 2.706 (2.519)] 2024-10-18 05:57:46,625 - Train: 68.02% [850900/1251000] [680.2/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000719] [CE 4.183 (3.975)] [KD 2.466 (2.523)] 2024-10-18 05:58:00,189 - Train: 68.02% [850950/1251000] [680.2/1000.0] [batch_t 0.239 (0.271)] [data_t 0.009] [optim_t 0.230] [lr 0.000718] [CE 3.841 (4.008)] [KD 2.429 (2.497)] 2024-10-18 05:58:13,185 - Train: 68.03% [851000/1251000] [680.3/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000718] [CE 4.441 (4.055)] [KD 2.544 (2.505)] 2024-10-18 05:58:25,641 - Train: 68.03% [851050/1251000] [680.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000718] [CE 4.019 (4.020)] [KD 2.478 (2.498)] 2024-10-18 05:58:38,935 - Train: 68.03% [851100/1251000] [680.3/1000.0] [batch_t 0.369 (0.266)] [data_t 0.009] [optim_t 0.360] [lr 0.000718] [CE 4.229 (3.969)] [KD 2.662 (2.479)] 2024-10-18 05:58:52,471 - Train: 68.04% [851150/1251000] [680.4/1000.0] [batch_t 0.238 (0.271)] [data_t 0.009] [optim_t 0.229] [lr 0.000718] [CE 3.828 (4.008)] [KD 2.450 (2.525)] 2024-10-18 05:59:06,061 - Train: 68.04% [851200/1251000] [680.4/1000.0] [batch_t 0.266 (0.272)] [data_t 0.009] [optim_t 0.258] [lr 0.000718] [CE 4.487 (4.007)] [KD 2.922 (2.540)] 2024-10-18 05:59:19,941 - Train: 68.05% [851250/1251000] [680.5/1000.0] [batch_t 0.251 (0.277)] [data_t 0.009] [optim_t 0.242] [lr 0.000718] [CE 3.995 (3.936)] [KD 2.738 (2.482)] 2024-10-18 05:59:32,749 - Train: 68.05% [851300/1251000] [680.5/1000.0] [batch_t 0.251 (0.256)] [data_t 0.009] [optim_t 0.242] [lr 0.000717] [CE 4.061 (3.993)] [KD 2.508 (2.501)] 2024-10-18 05:59:45,145 - Train: 68.05% [851350/1251000] [680.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000717] [CE 4.531 (3.985)] [KD 2.706 (2.500)] 2024-10-18 05:59:58,336 - Train: 68.06% [851400/1251000] [680.6/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000717] [CE 4.464 (4.113)] [KD 2.700 (2.561)] 2024-10-18 06:00:12,194 - Train: 68.06% [851450/1251000] [680.6/1000.0] [batch_t 0.277 (0.277)] [data_t 0.009] [optim_t 0.268] [lr 0.000717] [CE 4.092 (4.026)] [KD 2.673 (2.550)] 2024-10-18 06:00:25,903 - Train: 68.07% [851500/1251000] [680.7/1000.0] [batch_t 0.269 (0.274)] [data_t 0.009] [optim_t 0.260] [lr 0.000717] [CE 4.333 (3.984)] [KD 2.708 (2.490)] 2024-10-18 06:00:39,730 - Train: 68.07% [851550/1251000] [680.7/1000.0] [batch_t 0.261 (0.276)] [data_t 0.009] [optim_t 0.252] [lr 0.000717] [CE 4.060 (4.015)] [KD 2.557 (2.530)] 2024-10-18 06:00:53,000 - Train: 68.07% [851600/1251000] [680.7/1000.0] [batch_t 0.239 (0.265)] [data_t 0.009] [optim_t 0.230] [lr 0.000716] [CE 4.053 (4.030)] [KD 2.528 (2.553)] 2024-10-18 06:01:05,280 - Train: 68.08% [851650/1251000] [680.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000716] [CE 3.411 (4.014)] [KD 2.355 (2.519)] 2024-10-18 06:01:18,153 - Train: 68.08% [851700/1251000] [680.8/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.000716] [CE 4.048 (4.032)] [KD 2.626 (2.509)] 2024-10-18 06:01:31,801 - Train: 68.09% [851750/1251000] [680.9/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.000716] [CE 3.416 (3.986)] [KD 2.247 (2.518)] 2024-10-18 06:01:45,268 - Train: 68.09% [851800/1251000] [680.9/1000.0] [batch_t 0.235 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.000716] [CE 4.020 (4.093)] [KD 2.458 (2.560)] 2024-10-18 06:01:58,630 - Train: 68.09% [851850/1251000] [680.9/1000.0] [batch_t 0.255 (0.267)] [data_t 0.009] [optim_t 0.246] [lr 0.000716] [CE 4.389 (3.980)] [KD 2.829 (2.521)] 2024-10-18 06:02:12,088 - Train: 68.10% [851900/1251000] [681.0/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.227] [lr 0.000715] [CE 3.652 (4.048)] [KD 2.320 (2.556)] 2024-10-18 06:02:32,465 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.252)] [top1_cnt 39617] [top5_cnt 47395] [top_all 50000] 2024-10-18 06:02:32,466 - net: 79.234 (94.790) 2024-10-18 06:02:45,752 - Test (net_E): 100.00% [50/50] [batch_t 0.121 (0.259)] [top1_cnt 40754] [top5_cnt 47853] [top_all 50000] 2024-10-18 06:02:45,752 - net_E: 81.508 (95.706) 2024-10-18 06:02:45,899 - Max [top1: 79.496 (epoch: 680)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 06:02:45,899 - ==> Total time: 2 days, 14:49:26 Eta: 1 day, 5:25:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:02:54,951 - Train: 68.10% [851950/1251000] [681.0/1000.0] [batch_t 0.236 (0.379)] [data_t 0.009] [optim_t 0.227] [lr 0.000715] [CE 3.948 (4.068)] [KD 2.410 (2.503)] 2024-10-18 06:03:08,280 - Train: 68.11% [852000/1251000] [681.1/1000.0] [batch_t 0.275 (0.266)] [data_t 0.053] [optim_t 0.223] [lr 0.000715] [CE 4.038 (3.994)] [KD 2.606 (2.526)] 2024-10-18 06:03:22,133 - Train: 68.11% [852050/1251000] [681.1/1000.0] [batch_t 0.256 (0.277)] [data_t 0.032] [optim_t 0.224] [lr 0.000715] [CE 3.759 (4.059)] [KD 2.333 (2.537)] 2024-10-18 06:03:35,112 - Train: 68.11% [852100/1251000] [681.1/1000.0] [batch_t 0.230 (0.259)] [data_t 0.009] [optim_t 0.221] [lr 0.000715] [CE 3.876 (4.012)] [KD 2.475 (2.494)] 2024-10-18 06:03:47,055 - Train: 68.12% [852150/1251000] [681.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000715] [CE 4.007 (4.010)] [KD 2.301 (2.508)] 2024-10-18 06:04:00,197 - Train: 68.12% [852200/1251000] [681.2/1000.0] [batch_t 0.283 (0.263)] [data_t 0.059] [optim_t 0.223] [lr 0.000715] [CE 4.265 (4.011)] [KD 2.719 (2.517)] 2024-10-18 06:04:13,993 - Train: 68.13% [852250/1251000] [681.3/1000.0] [batch_t 0.291 (0.276)] [data_t 0.068] [optim_t 0.223] [lr 0.000714] [CE 4.024 (4.023)] [KD 2.670 (2.513)] 2024-10-18 06:04:27,778 - Train: 68.13% [852300/1251000] [681.3/1000.0] [batch_t 0.265 (0.276)] [data_t 0.039] [optim_t 0.226] [lr 0.000714] [CE 3.987 (3.968)] [KD 2.359 (2.502)] 2024-10-18 06:04:41,429 - Train: 68.13% [852350/1251000] [681.3/1000.0] [batch_t 0.275 (0.273)] [data_t 0.051] [optim_t 0.224] [lr 0.000714] [CE 4.516 (3.993)] [KD 2.748 (2.531)] 2024-10-18 06:04:54,595 - Train: 68.14% [852400/1251000] [681.4/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000714] [CE 4.496 (4.097)] [KD 2.660 (2.545)] 2024-10-18 06:05:07,039 - Train: 68.14% [852450/1251000] [681.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000714] [CE 4.040 (3.989)] [KD 2.458 (2.502)] 2024-10-18 06:05:20,136 - Train: 68.15% [852500/1251000] [681.5/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.000714] [CE 4.394 (4.019)] [KD 2.706 (2.544)] 2024-10-18 06:05:33,930 - Train: 68.15% [852550/1251000] [681.5/1000.0] [batch_t 0.248 (0.276)] [data_t 0.023] [optim_t 0.225] [lr 0.000713] [CE 3.988 (3.984)] [KD 2.595 (2.514)] 2024-10-18 06:05:47,803 - Train: 68.15% [852600/1251000] [681.5/1000.0] [batch_t 0.279 (0.277)] [data_t 0.054] [optim_t 0.224] [lr 0.000713] [CE 4.039 (4.065)] [KD 2.608 (2.573)] 2024-10-18 06:06:01,591 - Train: 68.16% [852650/1251000] [681.6/1000.0] [batch_t 0.292 (0.276)] [data_t 0.069] [optim_t 0.223] [lr 0.000713] [CE 3.981 (3.991)] [KD 2.538 (2.552)] 2024-10-18 06:06:15,312 - Train: 68.16% [852700/1251000] [681.6/1000.0] [batch_t 0.234 (0.274)] [data_t 0.009] [optim_t 0.225] [lr 0.000713] [CE 3.798 (4.051)] [KD 2.301 (2.564)] 2024-10-18 06:06:27,446 - Train: 68.17% [852750/1251000] [681.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000713] [CE 4.326 (4.108)] [KD 2.670 (2.593)] 2024-10-18 06:06:40,239 - Train: 68.17% [852800/1251000] [681.7/1000.0] [batch_t 0.268 (0.256)] [data_t 0.042] [optim_t 0.226] [lr 0.000713] [CE 4.018 (3.988)] [KD 2.600 (2.510)] 2024-10-18 06:06:53,542 - Train: 68.17% [852850/1251000] [681.7/1000.0] [batch_t 0.280 (0.266)] [data_t 0.056] [optim_t 0.224] [lr 0.000712] [CE 3.936 (4.074)] [KD 2.363 (2.562)] 2024-10-18 06:07:07,234 - Train: 68.18% [852900/1251000] [681.8/1000.0] [batch_t 0.245 (0.274)] [data_t 0.009] [optim_t 0.236] [lr 0.000712] [CE 3.833 (4.022)] [KD 2.463 (2.542)] 2024-10-18 06:07:20,768 - Train: 68.18% [852950/1251000] [681.8/1000.0] [batch_t 0.293 (0.271)] [data_t 0.009] [optim_t 0.284] [lr 0.000712] [CE 3.955 (4.017)] [KD 2.546 (2.542)] 2024-10-18 06:07:34,589 - Train: 68.19% [853000/1251000] [681.9/1000.0] [batch_t 0.247 (0.276)] [data_t 0.009] [optim_t 0.238] [lr 0.000712] [CE 4.000 (4.003)] [KD 2.601 (2.530)] 2024-10-18 06:07:47,206 - Train: 68.19% [853050/1251000] [681.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000712] [CE 3.376 (3.999)] [KD 2.435 (2.538)] 2024-10-18 06:08:00,231 - Train: 68.19% [853100/1251000] [681.9/1000.0] [batch_t 0.268 (0.260)] [data_t 0.009] [optim_t 0.259] [lr 0.000712] [CE 3.743 (3.924)] [KD 2.504 (2.498)] 2024-10-18 06:08:13,622 - Train: 68.20% [853150/1251000] [682.0/1000.0] [batch_t 0.238 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.000712] [CE 4.058 (4.019)] [KD 2.547 (2.506)] 2024-10-18 06:08:35,163 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.265)] [top1_cnt 39514] [top5_cnt 47284] [top_all 50000] 2024-10-18 06:08:35,164 - net: 79.028 (94.568) 2024-10-18 06:08:49,328 - Test (net_E): 100.00% [50/50] [batch_t 0.123 (0.277)] [top1_cnt 40786] [top5_cnt 47859] [top_all 50000] 2024-10-18 06:08:49,328 - net_E: 81.572 (95.718) 2024-10-18 06:08:49,467 - Max [top1: 79.496 (epoch: 680)] [top1-ema: 81.572 (epoch: 677)] 2024-10-18 06:08:49,468 - ==> Total time: 2 days, 14:55:30 Eta: 1 day, 5:20:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:08:57,760 - Train: 68.20% [853200/1251000] [682.0/1000.0] [batch_t 0.235 (0.379)] [data_t 0.009] [optim_t 0.226] [lr 0.000711] [CE 4.005 (4.010)] [KD 2.510 (2.522)] 2024-10-18 06:09:09,927 - Train: 68.21% [853250/1251000] [682.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000711] [CE 3.876 (3.985)] [KD 2.393 (2.500)] 2024-10-18 06:09:22,260 - Train: 68.21% [853300/1251000] [682.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000711] [CE 4.079 (3.949)] [KD 2.640 (2.513)] 2024-10-18 06:09:36,533 - Train: 68.21% [853350/1251000] [682.1/1000.0] [batch_t 0.251 (0.285)] [data_t 0.009] [optim_t 0.242] [lr 0.000711] [CE 3.926 (3.971)] [KD 2.319 (2.481)] 2024-10-18 06:09:50,456 - Train: 68.22% [853400/1251000] [682.2/1000.0] [batch_t 0.232 (0.278)] [data_t 0.009] [optim_t 0.223] [lr 0.000711] [CE 4.200 (4.008)] [KD 2.597 (2.515)] 2024-10-18 06:10:04,416 - Train: 68.22% [853450/1251000] [682.2/1000.0] [batch_t 0.287 (0.279)] [data_t 0.009] [optim_t 0.278] [lr 0.000711] [CE 4.297 (4.009)] [KD 2.583 (2.479)] 2024-10-18 06:10:18,141 - Train: 68.23% [853500/1251000] [682.3/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.000710] [CE 4.366 (3.995)] [KD 2.632 (2.478)] 2024-10-18 06:10:30,598 - Train: 68.23% [853550/1251000] [682.3/1000.0] [batch_t 0.273 (0.249)] [data_t 0.009] [optim_t 0.265] [lr 0.000710] [CE 4.084 (4.024)] [KD 2.639 (2.552)] 2024-10-18 06:10:44,121 - Train: 68.23% [853600/1251000] [682.3/1000.0] [batch_t 0.245 (0.270)] [data_t 0.009] [optim_t 0.236] [lr 0.000710] [CE 3.997 (4.090)] [KD 2.433 (2.581)] 2024-10-18 06:10:58,189 - Train: 68.24% [853650/1251000] [682.4/1000.0] [batch_t 0.262 (0.281)] [data_t 0.009] [optim_t 0.253] [lr 0.000710] [CE 4.338 (3.995)] [KD 2.681 (2.492)] 2024-10-18 06:11:12,516 - Train: 68.24% [853700/1251000] [682.4/1000.0] [batch_t 0.316 (0.286)] [data_t 0.009] [optim_t 0.306] [lr 0.000710] [CE 4.196 (4.091)] [KD 2.688 (2.571)] 2024-10-18 06:11:25,151 - Train: 68.25% [853750/1251000] [682.5/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000710] [CE 4.014 (3.972)] [KD 2.487 (2.509)] 2024-10-18 06:11:38,018 - Train: 68.25% [853800/1251000] [682.5/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000710] [CE 3.803 (4.023)] [KD 2.441 (2.506)] 2024-10-18 06:11:49,908 - Train: 68.25% [853850/1251000] [682.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000709] [CE 4.132 (3.970)] [KD 2.485 (2.480)] 2024-10-18 06:12:02,749 - Train: 68.26% [853900/1251000] [682.6/1000.0] [batch_t 0.310 (0.257)] [data_t 0.031] [optim_t 0.279] [lr 0.000709] [CE 3.923 (4.108)] [KD 2.590 (2.575)] 2024-10-18 06:12:16,216 - Train: 68.26% [853950/1251000] [682.6/1000.0] [batch_t 0.251 (0.269)] [data_t 0.028] [optim_t 0.223] [lr 0.000709] [CE 3.925 (4.051)] [KD 2.443 (2.559)] 2024-10-18 06:12:29,696 - Train: 68.27% [854000/1251000] [682.7/1000.0] [batch_t 0.292 (0.270)] [data_t 0.067] [optim_t 0.225] [lr 0.000709] [CE 4.603 (3.962)] [KD 2.964 (2.506)] 2024-10-18 06:12:42,957 - Train: 68.27% [854050/1251000] [682.7/1000.0] [batch_t 0.304 (0.265)] [data_t 0.081] [optim_t 0.223] [lr 0.000709] [CE 4.389 (4.048)] [KD 2.784 (2.543)] 2024-10-18 06:12:56,335 - Train: 68.27% [854100/1251000] [682.7/1000.0] [batch_t 0.249 (0.267)] [data_t 0.025] [optim_t 0.224] [lr 0.000709] [CE 3.791 (3.991)] [KD 2.385 (2.499)] 2024-10-18 06:13:08,760 - Train: 68.28% [854150/1251000] [682.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000708] [CE 4.124 (4.068)] [KD 2.751 (2.568)] 2024-10-18 06:13:20,704 - Train: 68.28% [854200/1251000] [682.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000708] [CE 4.162 (4.095)] [KD 2.699 (2.545)] 2024-10-18 06:13:33,044 - Train: 68.29% [854250/1251000] [682.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000708] [CE 4.054 (4.002)] [KD 2.551 (2.486)] 2024-10-18 06:13:46,864 - Train: 68.29% [854300/1251000] [682.9/1000.0] [batch_t 0.289 (0.276)] [data_t 0.009] [optim_t 0.280] [lr 0.000708] [CE 3.985 (4.068)] [KD 2.541 (2.544)] 2024-10-18 06:14:00,170 - Train: 68.29% [854350/1251000] [682.9/1000.0] [batch_t 0.278 (0.266)] [data_t 0.009] [optim_t 0.270] [lr 0.000708] [CE 3.917 (4.019)] [KD 2.637 (2.528)] 2024-10-18 06:14:13,629 - Train: 68.30% [854400/1251000] [683.0/1000.0] [batch_t 0.252 (0.269)] [data_t 0.009] [optim_t 0.244] [lr 0.000708] [CE 4.237 (4.053)] [KD 2.684 (2.520)] 2024-10-18 06:14:34,693 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.247)] [top1_cnt 39622] [top5_cnt 47374] [top_all 50000] 2024-10-18 06:14:34,693 - net: 79.244 (94.748) 2024-10-18 06:14:47,884 - Test (net_E): 100.00% [50/50] [batch_t 0.112 (0.257)] [top1_cnt 40790] [top5_cnt 47872] [top_all 50000] 2024-10-18 06:14:47,885 - net_E: 81.580 (95.744) 2024-10-18 06:14:48,001 - Max [top1: 79.496 (epoch: 680)] [top1-ema: 81.580 (epoch: 683)] 2024-10-18 06:14:48,001 - ==> Total time: 2 days, 15:01:28 Eta: 1 day, 5:15:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:14:58,794 - Train: 68.30% [854450/1251000] [683.0/1000.0] [batch_t 0.236 (0.315)] [data_t 0.009] [optim_t 0.227] [lr 0.000707] [CE 4.073 (3.925)] [KD 2.348 (2.445)] 2024-10-18 06:15:11,333 - Train: 68.31% [854500/1251000] [683.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000707] [CE 3.791 (3.980)] [KD 2.251 (2.462)] 2024-10-18 06:15:25,032 - Train: 68.31% [854550/1251000] [683.1/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.000707] [CE 3.772 (3.997)] [KD 2.326 (2.496)] 2024-10-18 06:15:38,293 - Train: 68.31% [854600/1251000] [683.1/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000707] [CE 4.607 (4.067)] [KD 2.651 (2.515)] 2024-10-18 06:15:50,668 - Train: 68.32% [854650/1251000] [683.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000707] [CE 4.082 (3.954)] [KD 2.328 (2.468)] 2024-10-18 06:16:02,926 - Train: 68.32% [854700/1251000] [683.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000707] [CE 3.941 (4.026)] [KD 2.438 (2.517)] 2024-10-18 06:16:15,931 - Train: 68.33% [854750/1251000] [683.3/1000.0] [batch_t 0.293 (0.260)] [data_t 0.009] [optim_t 0.284] [lr 0.000707] [CE 4.545 (4.133)] [KD 2.944 (2.585)] 2024-10-18 06:16:29,183 - Train: 68.33% [854800/1251000] [683.3/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.000706] [CE 3.951 (4.043)] [KD 2.410 (2.514)] 2024-10-18 06:16:42,345 - Train: 68.33% [854850/1251000] [683.3/1000.0] [batch_t 0.264 (0.263)] [data_t 0.009] [optim_t 0.255] [lr 0.000706] [CE 3.849 (4.006)] [KD 2.468 (2.529)] 2024-10-18 06:16:55,574 - Train: 68.34% [854900/1251000] [683.4/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000706] [CE 3.943 (4.015)] [KD 2.560 (2.516)] 2024-10-18 06:17:08,058 - Train: 68.34% [854950/1251000] [683.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000706] [CE 4.328 (3.987)] [KD 2.730 (2.466)] 2024-10-18 06:17:20,211 - Train: 68.35% [855000/1251000] [683.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000706] [CE 4.042 (4.028)] [KD 2.429 (2.475)] 2024-10-18 06:17:32,548 - Train: 68.35% [855050/1251000] [683.5/1000.0] [batch_t 0.265 (0.247)] [data_t 0.009] [optim_t 0.256] [lr 0.000706] [CE 3.858 (4.039)] [KD 2.371 (2.562)] 2024-10-18 06:17:45,805 - Train: 68.35% [855100/1251000] [683.5/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.000705] [CE 4.067 (4.010)] [KD 2.644 (2.496)] 2024-10-18 06:17:59,317 - Train: 68.36% [855150/1251000] [683.6/1000.0] [batch_t 0.298 (0.270)] [data_t 0.009] [optim_t 0.289] [lr 0.000705] [CE 3.964 (4.030)] [KD 2.649 (2.535)] 2024-10-18 06:18:12,323 - Train: 68.36% [855200/1251000] [683.6/1000.0] [batch_t 0.251 (0.260)] [data_t 0.009] [optim_t 0.242] [lr 0.000705] [CE 4.046 (4.013)] [KD 2.390 (2.503)] 2024-10-18 06:18:25,206 - Train: 68.37% [855250/1251000] [683.7/1000.0] [batch_t 0.235 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.000705] [CE 4.041 (3.997)] [KD 2.507 (2.513)] 2024-10-18 06:18:37,560 - Train: 68.37% [855300/1251000] [683.7/1000.0] [batch_t 0.460 (0.247)] [data_t 0.009] [optim_t 0.451] [lr 0.000705] [CE 4.212 (4.005)] [KD 2.494 (2.478)] 2024-10-18 06:18:50,415 - Train: 68.37% [855350/1251000] [683.7/1000.0] [batch_t 0.246 (0.257)] [data_t 0.009] [optim_t 0.237] [lr 0.000705] [CE 4.261 (4.001)] [KD 2.583 (2.528)] 2024-10-18 06:19:03,990 - Train: 68.38% [855400/1251000] [683.8/1000.0] [batch_t 0.297 (0.271)] [data_t 0.009] [optim_t 0.288] [lr 0.000704] [CE 4.185 (3.992)] [KD 2.648 (2.524)] 2024-10-18 06:19:17,567 - Train: 68.38% [855450/1251000] [683.8/1000.0] [batch_t 0.297 (0.271)] [data_t 0.009] [optim_t 0.288] [lr 0.000704] [CE 4.426 (4.022)] [KD 2.821 (2.555)] 2024-10-18 06:19:31,613 - Train: 68.39% [855500/1251000] [683.9/1000.0] [batch_t 0.261 (0.281)] [data_t 0.009] [optim_t 0.252] [lr 0.000704] [CE 4.339 (4.057)] [KD 2.804 (2.557)] 2024-10-18 06:19:45,162 - Train: 68.39% [855550/1251000] [683.9/1000.0] [batch_t 0.239 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000704] [CE 4.109 (3.967)] [KD 2.534 (2.517)] 2024-10-18 06:19:57,707 - Train: 68.39% [855600/1251000] [683.9/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000704] [CE 3.868 (4.044)] [KD 2.470 (2.544)] 2024-10-18 06:20:10,800 - Train: 68.40% [855650/1251000] [684.0/1000.0] [batch_t 0.285 (0.262)] [data_t 0.009] [optim_t 0.276] [lr 0.000704] [CE 4.015 (3.987)] [KD 2.365 (2.501)] 2024-10-18 06:20:33,500 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.274)] [top1_cnt 39548] [top5_cnt 47344] [top_all 50000] 2024-10-18 06:20:33,501 - net: 79.096 (94.688) 2024-10-18 06:20:46,919 - Test (net_E): 100.00% [50/50] [batch_t 0.109 (0.262)] [top1_cnt 40769] [top5_cnt 47885] [top_all 50000] 2024-10-18 06:20:46,919 - net_E: 81.538 (95.770) 2024-10-18 06:20:47,058 - Max [top1: 79.496 (epoch: 680)] [top1-ema: 81.580 (epoch: 683)] 2024-10-18 06:20:47,058 - ==> Total time: 2 days, 15:07:27 Eta: 1 day, 5:09:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:20:55,500 - Train: 68.40% [855700/1251000] [684.0/1000.0] [batch_t 0.232 (0.432)] [data_t 0.009] [optim_t 0.223] [lr 0.000704] [CE 4.475 (4.071)] [KD 2.774 (2.560)] 2024-10-18 06:21:07,570 - Train: 68.41% [855750/1251000] [684.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000703] [CE 3.785 (4.039)] [KD 2.398 (2.515)] 2024-10-18 06:21:20,468 - Train: 68.41% [855800/1251000] [684.1/1000.0] [batch_t 0.232 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.000703] [CE 3.530 (3.953)] [KD 2.256 (2.455)] 2024-10-18 06:21:33,606 - Train: 68.41% [855850/1251000] [684.1/1000.0] [batch_t 0.306 (0.263)] [data_t 0.009] [optim_t 0.297] [lr 0.000703] [CE 4.519 (3.982)] [KD 2.695 (2.494)] 2024-10-18 06:21:47,727 - Train: 68.42% [855900/1251000] [684.2/1000.0] [batch_t 0.297 (0.282)] [data_t 0.009] [optim_t 0.288] [lr 0.000703] [CE 3.761 (3.924)] [KD 2.341 (2.488)] 2024-10-18 06:22:01,803 - Train: 68.42% [855950/1251000] [684.2/1000.0] [batch_t 0.317 (0.281)] [data_t 0.009] [optim_t 0.308] [lr 0.000703] [CE 3.807 (4.038)] [KD 2.245 (2.542)] 2024-10-18 06:22:15,607 - Train: 68.43% [856000/1251000] [684.3/1000.0] [batch_t 0.265 (0.276)] [data_t 0.009] [optim_t 0.256] [lr 0.000703] [CE 3.953 (3.967)] [KD 2.467 (2.490)] 2024-10-18 06:22:28,950 - Train: 68.43% [856050/1251000] [684.3/1000.0] [batch_t 0.233 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.000702] [CE 3.570 (3.946)] [KD 2.252 (2.442)] 2024-10-18 06:22:41,186 - Train: 68.43% [856100/1251000] [684.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000702] [CE 3.911 (3.959)] [KD 2.562 (2.480)] 2024-10-18 06:22:54,121 - Train: 68.44% [856150/1251000] [684.4/1000.0] [batch_t 0.312 (0.259)] [data_t 0.009] [optim_t 0.304] [lr 0.000702] [CE 4.391 (4.035)] [KD 2.811 (2.505)] 2024-10-18 06:23:07,613 - Train: 68.44% [856200/1251000] [684.4/1000.0] [batch_t 0.253 (0.270)] [data_t 0.009] [optim_t 0.244] [lr 0.000702] [CE 4.529 (4.047)] [KD 2.747 (2.546)] 2024-10-18 06:23:21,610 - Train: 68.45% [856250/1251000] [684.5/1000.0] [batch_t 0.305 (0.280)] [data_t 0.009] [optim_t 0.296] [lr 0.000702] [CE 3.620 (4.068)] [KD 2.394 (2.571)] 2024-10-18 06:23:35,440 - Train: 68.45% [856300/1251000] [684.5/1000.0] [batch_t 0.307 (0.276)] [data_t 0.009] [optim_t 0.298] [lr 0.000702] [CE 4.003 (4.046)] [KD 2.451 (2.530)] 2024-10-18 06:23:48,693 - Train: 68.45% [856350/1251000] [684.5/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.000702] [CE 3.961 (3.942)] [KD 2.441 (2.475)] 2024-10-18 06:24:01,069 - Train: 68.46% [856400/1251000] [684.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000701] [CE 4.376 (3.969)] [KD 2.663 (2.478)] 2024-10-18 06:24:14,058 - Train: 68.46% [856450/1251000] [684.6/1000.0] [batch_t 0.290 (0.260)] [data_t 0.009] [optim_t 0.281] [lr 0.000701] [CE 4.208 (4.033)] [KD 2.539 (2.533)] 2024-10-18 06:24:27,785 - Train: 68.47% [856500/1251000] [684.7/1000.0] [batch_t 0.289 (0.274)] [data_t 0.009] [optim_t 0.281] [lr 0.000701] [CE 3.368 (4.056)] [KD 2.271 (2.551)] 2024-10-18 06:24:41,447 - Train: 68.47% [856550/1251000] [684.7/1000.0] [batch_t 0.281 (0.273)] [data_t 0.009] [optim_t 0.272] [lr 0.000701] [CE 3.591 (4.044)] [KD 2.243 (2.543)] 2024-10-18 06:24:55,133 - Train: 68.47% [856600/1251000] [684.7/1000.0] [batch_t 0.287 (0.274)] [data_t 0.009] [optim_t 0.278] [lr 0.000701] [CE 4.145 (4.100)] [KD 2.545 (2.582)] 2024-10-18 06:25:08,796 - Train: 68.48% [856650/1251000] [684.8/1000.0] [batch_t 0.243 (0.273)] [data_t 0.009] [optim_t 0.234] [lr 0.000701] [CE 3.455 (4.073)] [KD 2.405 (2.551)] 2024-10-18 06:25:21,107 - Train: 68.48% [856700/1251000] [684.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000700] [CE 4.366 (4.072)] [KD 2.709 (2.549)] 2024-10-18 06:25:33,695 - Train: 68.49% [856750/1251000] [684.9/1000.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.264] [lr 0.000700] [CE 4.066 (4.058)] [KD 2.482 (2.552)] 2024-10-18 06:25:47,213 - Train: 68.49% [856800/1251000] [684.9/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000700] [CE 4.191 (4.010)] [KD 2.675 (2.513)] 2024-10-18 06:26:00,855 - Train: 68.49% [856850/1251000] [684.9/1000.0] [batch_t 0.270 (0.273)] [data_t 0.009] [optim_t 0.261] [lr 0.000700] [CE 3.583 (3.973)] [KD 2.259 (2.477)] 2024-10-18 06:26:14,513 - Train: 68.50% [856900/1251000] [685.0/1000.0] [batch_t 0.289 (0.273)] [data_t 0.009] [optim_t 0.280] [lr 0.000700] [CE 4.163 (3.971)] [KD 2.761 (2.485)] 2024-10-18 06:26:36,661 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.259)] [top1_cnt 39749] [top5_cnt 47410] [top_all 50000] 2024-10-18 06:26:36,662 - net: 79.498 (94.820) 2024-10-18 06:26:49,414 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 40795] [top5_cnt 47885] [top_all 50000] 2024-10-18 06:26:49,414 - net_E: 81.590 (95.770) 2024-10-18 06:26:49,547 - Max [top1: 79.498 (epoch: 685)] [top1-ema: 81.590 (epoch: 685)] 2024-10-18 06:26:49,547 - ==> Total time: 2 days, 15:13:30 Eta: 1 day, 5:04:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:26:59,885 - Train: 68.50% [856950/1251000] [685.0/1000.0] [batch_t 0.236 (0.324)] [data_t 0.009] [optim_t 0.227] [lr 0.000700] [CE 4.344 (4.037)] [KD 2.559 (2.491)] 2024-10-18 06:27:12,118 - Train: 68.51% [857000/1251000] [685.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000700] [CE 3.986 (4.091)] [KD 2.376 (2.558)] 2024-10-18 06:27:24,696 - Train: 68.51% [857050/1251000] [685.1/1000.0] [batch_t 0.259 (0.251)] [data_t 0.009] [optim_t 0.250] [lr 0.000699] [CE 3.942 (3.968)] [KD 2.401 (2.499)] 2024-10-18 06:27:37,434 - Train: 68.51% [857100/1251000] [685.1/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.000699] [CE 3.934 (4.069)] [KD 2.367 (2.518)] 2024-10-18 06:27:50,321 - Train: 68.52% [857150/1251000] [685.2/1000.0] [batch_t 0.298 (0.258)] [data_t 0.009] [optim_t 0.289] [lr 0.000699] [CE 4.215 (4.071)] [KD 2.759 (2.578)] 2024-10-18 06:28:02,636 - Train: 68.52% [857200/1251000] [685.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000699] [CE 4.041 (4.004)] [KD 2.610 (2.511)] 2024-10-18 06:28:14,911 - Train: 68.53% [857250/1251000] [685.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000699] [CE 4.252 (4.022)] [KD 2.619 (2.509)] 2024-10-18 06:28:27,354 - Train: 68.53% [857300/1251000] [685.3/1000.0] [batch_t 0.401 (0.249)] [data_t 0.009] [optim_t 0.392] [lr 0.000699] [CE 3.430 (3.950)] [KD 2.242 (2.468)] 2024-10-18 06:28:40,254 - Train: 68.53% [857350/1251000] [685.3/1000.0] [batch_t 0.252 (0.258)] [data_t 0.009] [optim_t 0.243] [lr 0.000698] [CE 4.335 (4.027)] [KD 2.572 (2.500)] 2024-10-18 06:28:53,278 - Train: 68.54% [857400/1251000] [685.4/1000.0] [batch_t 0.280 (0.260)] [data_t 0.009] [optim_t 0.271] [lr 0.000698] [CE 4.100 (3.982)] [KD 2.688 (2.493)] 2024-10-18 06:29:06,631 - Train: 68.54% [857450/1251000] [685.4/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000698] [CE 3.685 (4.016)] [KD 2.540 (2.514)] 2024-10-18 06:29:18,876 - Train: 68.55% [857500/1251000] [685.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000698] [CE 4.107 (3.982)] [KD 2.556 (2.511)] 2024-10-18 06:29:31,226 - Train: 68.55% [857550/1251000] [685.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000698] [CE 3.935 (4.058)] [KD 2.472 (2.573)] 2024-10-18 06:29:44,105 - Train: 68.55% [857600/1251000] [685.5/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.000698] [CE 4.299 (4.082)] [KD 2.737 (2.543)] 2024-10-18 06:29:57,350 - Train: 68.56% [857650/1251000] [685.6/1000.0] [batch_t 0.237 (0.265)] [data_t 0.009] [optim_t 0.228] [lr 0.000697] [CE 4.216 (4.049)] [KD 2.764 (2.527)] 2024-10-18 06:30:10,636 - Train: 68.56% [857700/1251000] [685.6/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.225] [lr 0.000697] [CE 3.993 (4.117)] [KD 2.624 (2.573)] 2024-10-18 06:30:23,693 - Train: 68.57% [857750/1251000] [685.7/1000.0] [batch_t 0.263 (0.261)] [data_t 0.009] [optim_t 0.254] [lr 0.000697] [CE 4.142 (4.095)] [KD 2.592 (2.560)] 2024-10-18 06:30:36,499 - Train: 68.57% [857800/1251000] [685.7/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000697] [CE 3.987 (4.012)] [KD 2.533 (2.512)] 2024-10-18 06:30:48,847 - Train: 68.57% [857850/1251000] [685.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000697] [CE 4.150 (4.009)] [KD 2.426 (2.511)] 2024-10-18 06:31:00,684 - Train: 68.58% [857900/1251000] [685.8/1000.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.000697] [CE 4.002 (4.042)] [KD 2.548 (2.543)] 2024-10-18 06:31:14,399 - Train: 68.58% [857950/1251000] [685.8/1000.0] [batch_t 0.270 (0.274)] [data_t 0.009] [optim_t 0.261] [lr 0.000697] [CE 4.197 (4.081)] [KD 2.911 (2.555)] 2024-10-18 06:31:27,905 - Train: 68.59% [858000/1251000] [685.9/1000.0] [batch_t 0.275 (0.270)] [data_t 0.009] [optim_t 0.266] [lr 0.000696] [CE 4.315 (4.025)] [KD 2.823 (2.527)] 2024-10-18 06:31:40,763 - Train: 68.59% [858050/1251000] [685.9/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.000696] [CE 4.005 (4.034)] [KD 2.672 (2.522)] 2024-10-18 06:31:53,379 - Train: 68.59% [858100/1251000] [685.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000696] [CE 3.919 (4.029)] [KD 2.518 (2.498)] 2024-10-18 06:32:05,294 - Train: 68.60% [858150/1251000] [686.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000696] [CE 4.084 (4.030)] [KD 2.482 (2.508)] 2024-10-18 06:32:27,354 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.268)] [top1_cnt 39783] [top5_cnt 47460] [top_all 50000] 2024-10-18 06:32:27,354 - net: 79.566 (94.920) 2024-10-18 06:32:40,766 - Test (net_E): 100.00% [50/50] [batch_t 0.090 (0.262)] [top1_cnt 40798] [top5_cnt 47893] [top_all 50000] 2024-10-18 06:32:40,766 - net_E: 81.596 (95.786) 2024-10-18 06:32:40,898 - Max [top1: 79.566 (epoch: 686)] [top1-ema: 81.596 (epoch: 686)] 2024-10-18 06:32:40,898 - ==> Total time: 2 days, 15:19:21 Eta: 1 day, 4:59:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:32:52,014 - Train: 68.60% [858200/1251000] [686.0/1000.0] [batch_t 0.237 (0.362)] [data_t 0.009] [optim_t 0.228] [lr 0.000696] [CE 4.218 (3.901)] [KD 2.681 (2.424)] 2024-10-18 06:33:04,205 - Train: 68.61% [858250/1251000] [686.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000696] [CE 4.329 (4.048)] [KD 2.655 (2.516)] 2024-10-18 06:33:17,394 - Train: 68.61% [858300/1251000] [686.1/1000.0] [batch_t 0.261 (0.264)] [data_t 0.009] [optim_t 0.252] [lr 0.000695] [CE 4.553 (4.033)] [KD 2.754 (2.497)] 2024-10-18 06:33:29,770 - Train: 68.61% [858350/1251000] [686.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000695] [CE 3.641 (4.058)] [KD 2.345 (2.541)] 2024-10-18 06:33:42,881 - Train: 68.62% [858400/1251000] [686.2/1000.0] [batch_t 0.342 (0.262)] [data_t 0.009] [optim_t 0.333] [lr 0.000695] [CE 3.670 (4.058)] [KD 2.422 (2.529)] 2024-10-18 06:33:56,018 - Train: 68.62% [858450/1251000] [686.2/1000.0] [batch_t 0.272 (0.263)] [data_t 0.009] [optim_t 0.263] [lr 0.000695] [CE 4.296 (4.006)] [KD 2.637 (2.511)] 2024-10-18 06:34:09,248 - Train: 68.63% [858500/1251000] [686.3/1000.0] [batch_t 0.281 (0.264)] [data_t 0.009] [optim_t 0.272] [lr 0.000695] [CE 3.635 (3.977)] [KD 2.327 (2.507)] 2024-10-18 06:34:22,987 - Train: 68.63% [858550/1251000] [686.3/1000.0] [batch_t 0.307 (0.275)] [data_t 0.009] [optim_t 0.298] [lr 0.000695] [CE 3.884 (4.089)] [KD 2.255 (2.564)] 2024-10-18 06:34:36,220 - Train: 68.63% [858600/1251000] [686.3/1000.0] [batch_t 0.237 (0.265)] [data_t 0.009] [optim_t 0.228] [lr 0.000695] [CE 4.610 (4.036)] [KD 2.883 (2.507)] 2024-10-18 06:34:48,525 - Train: 68.64% [858650/1251000] [686.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000694] [CE 3.968 (4.031)] [KD 2.665 (2.557)] 2024-10-18 06:35:01,260 - Train: 68.64% [858700/1251000] [686.4/1000.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.251] [lr 0.000694] [CE 4.110 (4.101)] [KD 2.453 (2.542)] 2024-10-18 06:35:15,016 - Train: 68.65% [858750/1251000] [686.5/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.226] [lr 0.000694] [CE 4.055 (4.037)] [KD 2.406 (2.538)] 2024-10-18 06:35:28,178 - Train: 68.65% [858800/1251000] [686.5/1000.0] [batch_t 0.272 (0.263)] [data_t 0.009] [optim_t 0.263] [lr 0.000694] [CE 3.680 (4.010)] [KD 2.288 (2.511)] 2024-10-18 06:35:41,489 - Train: 68.65% [858850/1251000] [686.5/1000.0] [batch_t 0.254 (0.266)] [data_t 0.009] [optim_t 0.245] [lr 0.000694] [CE 3.789 (4.017)] [KD 2.366 (2.517)] 2024-10-18 06:35:55,009 - Train: 68.66% [858900/1251000] [686.6/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000694] [CE 4.611 (4.058)] [KD 2.870 (2.538)] 2024-10-18 06:36:07,288 - Train: 68.66% [858950/1251000] [686.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000693] [CE 4.415 (4.053)] [KD 2.854 (2.519)] 2024-10-18 06:36:19,636 - Train: 68.67% [859000/1251000] [686.7/1000.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.000693] [CE 3.931 (3.989)] [KD 2.267 (2.493)] 2024-10-18 06:36:33,250 - Train: 68.67% [859050/1251000] [686.7/1000.0] [batch_t 0.276 (0.272)] [data_t 0.009] [optim_t 0.267] [lr 0.000693] [CE 4.161 (4.003)] [KD 2.624 (2.501)] 2024-10-18 06:36:46,781 - Train: 68.67% [859100/1251000] [686.7/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.000693] [CE 4.284 (4.085)] [KD 2.755 (2.548)] 2024-10-18 06:37:00,501 - Train: 68.68% [859150/1251000] [686.8/1000.0] [batch_t 0.562 (0.274)] [data_t 0.009] [optim_t 0.553] [lr 0.000693] [CE 3.989 (4.073)] [KD 2.550 (2.548)] 2024-10-18 06:37:13,980 - Train: 68.68% [859200/1251000] [686.8/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.227] [lr 0.000693] [CE 3.741 (4.009)] [KD 2.396 (2.530)] 2024-10-18 06:37:26,175 - Train: 68.69% [859250/1251000] [686.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000693] [CE 4.367 (4.052)] [KD 2.693 (2.513)] 2024-10-18 06:37:38,620 - Train: 68.69% [859300/1251000] [686.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000692] [CE 4.116 (4.013)] [KD 2.745 (2.499)] 2024-10-18 06:37:52,010 - Train: 68.69% [859350/1251000] [686.9/1000.0] [batch_t 0.277 (0.268)] [data_t 0.009] [optim_t 0.268] [lr 0.000692] [CE 4.228 (4.017)] [KD 2.256 (2.531)] 2024-10-18 06:38:05,444 - Train: 68.70% [859400/1251000] [687.0/1000.0] [batch_t 0.308 (0.269)] [data_t 0.009] [optim_t 0.298] [lr 0.000692] [CE 3.996 (4.099)] [KD 2.432 (2.552)] 2024-10-18 06:38:28,875 - Test (net): 100.00% [50/50] [batch_t 0.088 (0.272)] [top1_cnt 39540] [top5_cnt 47365] [top_all 50000] 2024-10-18 06:38:28,875 - net: 79.080 (94.730) 2024-10-18 06:38:41,558 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40787] [top5_cnt 47880] [top_all 50000] 2024-10-18 06:38:41,559 - net_E: 81.574 (95.760) 2024-10-18 06:38:41,718 - Max [top1: 79.566 (epoch: 686)] [top1-ema: 81.596 (epoch: 686)] 2024-10-18 06:38:41,718 - ==> Total time: 2 days, 15:25:22 Eta: 1 day, 4:53:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:38:48,600 - Train: 68.70% [859450/1251000] [687.0/1000.0] [batch_t 0.234 (0.422)] [data_t 0.009] [optim_t 0.226] [lr 0.000692] [CE 4.405 (4.154)] [KD 2.696 (2.582)] 2024-10-18 06:39:00,632 - Train: 68.71% [859500/1251000] [687.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000692] [CE 3.594 (3.987)] [KD 2.224 (2.482)] 2024-10-18 06:39:13,682 - Train: 68.71% [859550/1251000] [687.1/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000692] [CE 4.422 (4.002)] [KD 2.721 (2.488)] 2024-10-18 06:39:26,303 - Train: 68.71% [859600/1251000] [687.1/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000691] [CE 3.762 (4.000)] [KD 2.498 (2.522)] 2024-10-18 06:39:39,936 - Train: 68.72% [859650/1251000] [687.2/1000.0] [batch_t 0.278 (0.273)] [data_t 0.009] [optim_t 0.270] [lr 0.000691] [CE 4.137 (4.063)] [KD 2.683 (2.548)] 2024-10-18 06:39:54,058 - Train: 68.72% [859700/1251000] [687.2/1000.0] [batch_t 0.307 (0.282)] [data_t 0.009] [optim_t 0.298] [lr 0.000691] [CE 3.310 (4.054)] [KD 2.090 (2.529)] 2024-10-18 06:40:06,635 - Train: 68.73% [859750/1251000] [687.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000691] [CE 4.116 (3.994)] [KD 2.457 (2.498)] 2024-10-18 06:40:19,515 - Train: 68.73% [859800/1251000] [687.3/1000.0] [batch_t 0.322 (0.257)] [data_t 0.009] [optim_t 0.314] [lr 0.000691] [CE 4.012 (3.954)] [KD 2.564 (2.447)] 2024-10-18 06:40:33,133 - Train: 68.73% [859850/1251000] [687.3/1000.0] [batch_t 0.245 (0.272)] [data_t 0.009] [optim_t 0.236] [lr 0.000691] [CE 4.020 (4.104)] [KD 2.589 (2.533)] 2024-10-18 06:40:46,569 - Train: 68.74% [859900/1251000] [687.4/1000.0] [batch_t 0.274 (0.269)] [data_t 0.009] [optim_t 0.265] [lr 0.000690] [CE 4.010 (4.037)] [KD 2.535 (2.504)] 2024-10-18 06:41:00,161 - Train: 68.74% [859950/1251000] [687.4/1000.0] [batch_t 0.264 (0.272)] [data_t 0.009] [optim_t 0.255] [lr 0.000690] [CE 4.203 (3.974)] [KD 2.496 (2.477)] 2024-10-18 06:41:13,862 - Train: 68.75% [860000/1251000] [687.5/1000.0] [batch_t 0.233 (0.274)] [data_t 0.009] [optim_t 0.224] [lr 0.000690] [CE 4.125 (4.095)] [KD 2.488 (2.536)] 2024-10-18 06:41:26,307 - Train: 68.75% [860050/1251000] [687.5/1000.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.244] [lr 0.000690] [CE 3.867 (4.016)] [KD 2.241 (2.490)] 2024-10-18 06:41:39,282 - Train: 68.75% [860100/1251000] [687.5/1000.0] [batch_t 0.274 (0.259)] [data_t 0.009] [optim_t 0.265] [lr 0.000690] [CE 3.813 (4.081)] [KD 2.443 (2.515)] 2024-10-18 06:41:52,903 - Train: 68.76% [860150/1251000] [687.6/1000.0] [batch_t 0.257 (0.272)] [data_t 0.009] [optim_t 0.248] [lr 0.000690] [CE 3.796 (3.953)] [KD 2.549 (2.445)] 2024-10-18 06:42:06,450 - Train: 68.76% [860200/1251000] [687.6/1000.0] [batch_t 0.370 (0.271)] [data_t 0.009] [optim_t 0.361] [lr 0.000690] [CE 4.132 (4.047)] [KD 2.615 (2.521)] 2024-10-18 06:42:20,125 - Train: 68.76% [860250/1251000] [687.6/1000.0] [batch_t 0.277 (0.273)] [data_t 0.009] [optim_t 0.268] [lr 0.000689] [CE 3.874 (3.952)] [KD 2.635 (2.499)] 2024-10-18 06:42:33,866 - Train: 68.77% [860300/1251000] [687.7/1000.0] [batch_t 0.300 (0.275)] [data_t 0.009] [optim_t 0.291] [lr 0.000689] [CE 4.642 (3.990)] [KD 2.892 (2.482)] 2024-10-18 06:42:46,645 - Train: 68.77% [860350/1251000] [687.7/1000.0] [batch_t 0.232 (0.255)] [data_t 0.009] [optim_t 0.223] [lr 0.000689] [CE 3.959 (4.042)] [KD 2.482 (2.532)] 2024-10-18 06:42:59,335 - Train: 68.78% [860400/1251000] [687.8/1000.0] [batch_t 0.251 (0.254)] [data_t 0.009] [optim_t 0.242] [lr 0.000689] [CE 4.395 (4.020)] [KD 2.590 (2.496)] 2024-10-18 06:43:13,018 - Train: 68.78% [860450/1251000] [687.8/1000.0] [batch_t 0.349 (0.274)] [data_t 0.009] [optim_t 0.340] [lr 0.000689] [CE 4.061 (4.032)] [KD 2.430 (2.508)] 2024-10-18 06:43:26,583 - Train: 68.78% [860500/1251000] [687.8/1000.0] [batch_t 0.234 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.000689] [CE 4.273 (4.052)] [KD 2.616 (2.502)] 2024-10-18 06:43:40,448 - Train: 68.79% [860550/1251000] [687.9/1000.0] [batch_t 0.293 (0.277)] [data_t 0.009] [optim_t 0.284] [lr 0.000688] [CE 4.100 (4.052)] [KD 2.581 (2.505)] 2024-10-18 06:43:54,026 - Train: 68.79% [860600/1251000] [687.9/1000.0] [batch_t 0.240 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000688] [CE 3.746 (3.986)] [KD 2.392 (2.464)] 2024-10-18 06:44:07,101 - Train: 68.80% [860650/1251000] [688.0/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.000688] [CE 3.779 (4.104)] [KD 2.559 (2.552)] 2024-10-18 06:44:29,671 - Test (net): 100.00% [50/50] [batch_t 0.093 (0.264)] [top1_cnt 39794] [top5_cnt 47452] [top_all 50000] 2024-10-18 06:44:29,672 - net: 79.588 (94.904) 2024-10-18 06:44:44,072 - Test (net_E): 100.00% [50/50] [batch_t 0.103 (0.280)] [top1_cnt 40784] [top5_cnt 47885] [top_all 50000] 2024-10-18 06:44:44,073 - net_E: 81.568 (95.770) 2024-10-18 06:44:44,230 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.596 (epoch: 686)] 2024-10-18 06:44:44,231 - ==> Total time: 2 days, 15:31:24 Eta: 1 day, 4:48:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:44:53,081 - Train: 68.80% [860700/1251000] [688.0/1000.0] [batch_t 0.242 (0.338)] [data_t 0.009] [optim_t 0.233] [lr 0.000688] [CE 4.478 (4.033)] [KD 2.720 (2.512)] 2024-10-18 06:45:05,751 - Train: 68.80% [860750/1251000] [688.0/1000.0] [batch_t 0.303 (0.253)] [data_t 0.009] [optim_t 0.294] [lr 0.000688] [CE 3.966 (3.995)] [KD 2.491 (2.468)] 2024-10-18 06:45:19,358 - Train: 68.81% [860800/1251000] [688.1/1000.0] [batch_t 0.243 (0.272)] [data_t 0.009] [optim_t 0.234] [lr 0.000688] [CE 4.158 (4.056)] [KD 2.565 (2.499)] 2024-10-18 06:45:31,797 - Train: 68.81% [860850/1251000] [688.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000688] [CE 4.324 (4.036)] [KD 2.541 (2.505)] 2024-10-18 06:45:44,041 - Train: 68.82% [860900/1251000] [688.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000687] [CE 3.773 (4.039)] [KD 2.373 (2.505)] 2024-10-18 06:45:57,267 - Train: 68.82% [860950/1251000] [688.2/1000.0] [batch_t 0.277 (0.264)] [data_t 0.009] [optim_t 0.268] [lr 0.000687] [CE 3.967 (4.025)] [KD 2.379 (2.487)] 2024-10-18 06:46:10,938 - Train: 68.82% [861000/1251000] [688.2/1000.0] [batch_t 0.241 (0.273)] [data_t 0.010] [optim_t 0.231] [lr 0.000687] [CE 4.283 (4.066)] [KD 2.608 (2.531)] 2024-10-18 06:46:24,706 - Train: 68.83% [861050/1251000] [688.3/1000.0] [batch_t 0.238 (0.275)] [data_t 0.009] [optim_t 0.229] [lr 0.000687] [CE 3.715 (3.921)] [KD 2.219 (2.464)] 2024-10-18 06:46:38,549 - Train: 68.83% [861100/1251000] [688.3/1000.0] [batch_t 0.241 (0.277)] [data_t 0.009] [optim_t 0.232] [lr 0.000687] [CE 4.050 (4.024)] [KD 2.488 (2.493)] 2024-10-18 06:46:51,103 - Train: 68.84% [861150/1251000] [688.4/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000687] [CE 3.603 (4.058)] [KD 2.337 (2.505)] 2024-10-18 06:47:03,689 - Train: 68.84% [861200/1251000] [688.4/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000686] [CE 3.956 (3.965)] [KD 2.588 (2.472)] 2024-10-18 06:47:17,120 - Train: 68.84% [861250/1251000] [688.4/1000.0] [batch_t 0.273 (0.268)] [data_t 0.009] [optim_t 0.264] [lr 0.000686] [CE 3.512 (4.062)] [KD 2.253 (2.539)] 2024-10-18 06:47:31,085 - Train: 68.85% [861300/1251000] [688.5/1000.0] [batch_t 0.274 (0.279)] [data_t 0.009] [optim_t 0.265] [lr 0.000686] [CE 4.184 (4.022)] [KD 2.483 (2.495)] 2024-10-18 06:47:45,199 - Train: 68.85% [861350/1251000] [688.5/1000.0] [batch_t 0.277 (0.282)] [data_t 0.009] [optim_t 0.268] [lr 0.000686] [CE 4.113 (4.074)] [KD 2.694 (2.547)] 2024-10-18 06:47:59,055 - Train: 68.86% [861400/1251000] [688.6/1000.0] [batch_t 0.235 (0.277)] [data_t 0.009] [optim_t 0.226] [lr 0.000686] [CE 4.556 (4.036)] [KD 2.707 (2.529)] 2024-10-18 06:48:11,369 - Train: 68.86% [861450/1251000] [688.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000686] [CE 4.029 (4.069)] [KD 2.430 (2.517)] 2024-10-18 06:48:23,518 - Train: 68.86% [861500/1251000] [688.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000686] [CE 3.639 (4.033)] [KD 2.335 (2.501)] 2024-10-18 06:48:35,419 - Train: 68.87% [861550/1251000] [688.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000685] [CE 4.236 (3.980)] [KD 2.792 (2.495)] 2024-10-18 06:48:47,480 - Train: 68.87% [861600/1251000] [688.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000685] [CE 3.524 (4.091)] [KD 2.253 (2.520)] 2024-10-18 06:49:00,132 - Train: 68.88% [861650/1251000] [688.8/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.000685] [CE 4.351 (4.036)] [KD 2.654 (2.504)] 2024-10-18 06:49:13,276 - Train: 68.88% [861700/1251000] [688.8/1000.0] [batch_t 0.290 (0.263)] [data_t 0.009] [optim_t 0.281] [lr 0.000685] [CE 4.130 (4.003)] [KD 2.573 (2.499)] 2024-10-18 06:49:26,325 - Train: 68.88% [861750/1251000] [688.8/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.000685] [CE 4.309 (4.070)] [KD 2.645 (2.559)] 2024-10-18 06:49:38,465 - Train: 68.89% [861800/1251000] [688.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000685] [CE 4.211 (4.036)] [KD 2.547 (2.529)] 2024-10-18 06:49:50,835 - Train: 68.89% [861850/1251000] [688.9/1000.0] [batch_t 0.271 (0.247)] [data_t 0.009] [optim_t 0.262] [lr 0.000684] [CE 3.824 (4.045)] [KD 2.301 (2.524)] 2024-10-18 06:50:04,040 - Train: 68.90% [861900/1251000] [689.0/1000.0] [batch_t 0.248 (0.264)] [data_t 0.009] [optim_t 0.239] [lr 0.000684] [CE 4.223 (3.988)] [KD 2.612 (2.509)] 2024-10-18 06:50:27,337 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.261)] [top1_cnt 39750] [top5_cnt 47406] [top_all 50000] 2024-10-18 06:50:27,337 - net: 79.500 (94.812) 2024-10-18 06:50:40,852 - Test (net_E): 100.00% [50/50] [batch_t 0.083 (0.262)] [top1_cnt 40801] [top5_cnt 47883] [top_all 50000] 2024-10-18 06:50:40,853 - net_E: 81.602 (95.766) 2024-10-18 06:50:41,003 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 06:50:41,003 - ==> Total time: 2 days, 15:37:21 Eta: 1 day, 4:43:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:50:49,278 - Train: 68.90% [861950/1251000] [689.0/1000.0] [batch_t 0.232 (0.324)] [data_t 0.009] [optim_t 0.224] [lr 0.000684] [CE 3.858 (4.111)] [KD 2.357 (2.518)] 2024-10-18 06:51:01,176 - Train: 68.90% [862000/1251000] [689.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000684] [CE 4.242 (4.005)] [KD 2.573 (2.512)] 2024-10-18 06:51:13,732 - Train: 68.91% [862050/1251000] [689.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000684] [CE 4.209 (3.983)] [KD 2.716 (2.484)] 2024-10-18 06:51:27,409 - Train: 68.91% [862100/1251000] [689.1/1000.0] [batch_t 0.291 (0.273)] [data_t 0.009] [optim_t 0.282] [lr 0.000684] [CE 3.657 (3.925)] [KD 2.319 (2.441)] 2024-10-18 06:51:41,311 - Train: 68.92% [862150/1251000] [689.2/1000.0] [batch_t 0.292 (0.278)] [data_t 0.009] [optim_t 0.283] [lr 0.000684] [CE 3.915 (4.046)] [KD 2.506 (2.496)] 2024-10-18 06:51:54,935 - Train: 68.92% [862200/1251000] [689.2/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.229] [lr 0.000683] [CE 3.833 (4.103)] [KD 2.448 (2.545)] 2024-10-18 06:52:08,431 - Train: 68.92% [862250/1251000] [689.2/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.000683] [CE 4.654 (4.067)] [KD 3.035 (2.514)] 2024-10-18 06:52:20,678 - Train: 68.93% [862300/1251000] [689.3/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000683] [CE 3.602 (3.961)] [KD 2.279 (2.486)] 2024-10-18 06:52:33,400 - Train: 68.93% [862350/1251000] [689.3/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000683] [CE 3.827 (4.040)] [KD 2.457 (2.552)] 2024-10-18 06:52:46,667 - Train: 68.94% [862400/1251000] [689.4/1000.0] [batch_t 0.239 (0.265)] [data_t 0.009] [optim_t 0.230] [lr 0.000683] [CE 3.987 (4.157)] [KD 2.409 (2.552)] 2024-10-18 06:52:59,752 - Train: 68.94% [862450/1251000] [689.4/1000.0] [batch_t 0.326 (0.262)] [data_t 0.009] [optim_t 0.317] [lr 0.000683] [CE 3.954 (3.900)] [KD 2.553 (2.445)] 2024-10-18 06:53:12,724 - Train: 68.94% [862500/1251000] [689.4/1000.0] [batch_t 0.263 (0.259)] [data_t 0.009] [optim_t 0.254] [lr 0.000682] [CE 3.820 (4.034)] [KD 2.582 (2.524)] 2024-10-18 06:53:26,504 - Train: 68.95% [862550/1251000] [689.5/1000.0] [batch_t 0.297 (0.275)] [data_t 0.072] [optim_t 0.225] [lr 0.000682] [CE 3.738 (4.005)] [KD 2.488 (2.463)] 2024-10-18 06:53:38,579 - Train: 68.95% [862600/1251000] [689.5/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000682] [CE 4.351 (4.038)] [KD 2.669 (2.491)] 2024-10-18 06:53:51,488 - Train: 68.96% [862650/1251000] [689.6/1000.0] [batch_t 0.427 (0.258)] [data_t 0.201] [optim_t 0.226] [lr 0.000682] [CE 3.779 (3.984)] [KD 2.314 (2.486)] 2024-10-18 06:54:04,751 - Train: 68.96% [862700/1251000] [689.6/1000.0] [batch_t 0.244 (0.265)] [data_t 0.017] [optim_t 0.227] [lr 0.000682] [CE 4.400 (4.089)] [KD 2.768 (2.535)] 2024-10-18 06:54:18,360 - Train: 68.96% [862750/1251000] [689.6/1000.0] [batch_t 0.264 (0.272)] [data_t 0.009] [optim_t 0.255] [lr 0.000682] [CE 3.691 (4.045)] [KD 2.176 (2.517)] 2024-10-18 06:54:32,031 - Train: 68.97% [862800/1251000] [689.7/1000.0] [batch_t 0.239 (0.273)] [data_t 0.009] [optim_t 0.230] [lr 0.000682] [CE 4.603 (4.050)] [KD 2.643 (2.514)] 2024-10-18 06:54:45,454 - Train: 68.97% [862850/1251000] [689.7/1000.0] [batch_t 0.266 (0.268)] [data_t 0.009] [optim_t 0.257] [lr 0.000681] [CE 4.104 (4.060)] [KD 2.641 (2.555)] 2024-10-18 06:54:58,026 - Train: 68.98% [862900/1251000] [689.8/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000681] [CE 4.211 (4.025)] [KD 2.739 (2.523)] 2024-10-18 06:55:10,156 - Train: 68.98% [862950/1251000] [689.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000681] [CE 4.654 (3.999)] [KD 2.593 (2.488)] 2024-10-18 06:55:23,230 - Train: 68.98% [863000/1251000] [689.8/1000.0] [batch_t 0.251 (0.261)] [data_t 0.009] [optim_t 0.242] [lr 0.000681] [CE 3.878 (4.029)] [KD 2.339 (2.494)] 2024-10-18 06:55:37,057 - Train: 68.99% [863050/1251000] [689.9/1000.0] [batch_t 0.237 (0.276)] [data_t 0.009] [optim_t 0.228] [lr 0.000681] [CE 3.272 (4.021)] [KD 2.025 (2.487)] 2024-10-18 06:55:50,445 - Train: 68.99% [863100/1251000] [689.9/1000.0] [batch_t 0.259 (0.268)] [data_t 0.009] [optim_t 0.250] [lr 0.000681] [CE 4.287 (4.018)] [KD 2.545 (2.490)] 2024-10-18 06:56:03,937 - Train: 69.00% [863150/1251000] [690.0/1000.0] [batch_t 0.246 (0.270)] [data_t 0.009] [optim_t 0.238] [lr 0.000680] [CE 4.453 (4.081)] [KD 2.865 (2.523)] 2024-10-18 06:56:26,814 - Test (net): 100.00% [50/50] [batch_t 0.086 (0.250)] [top1_cnt 39723] [top5_cnt 47407] [top_all 50000] 2024-10-18 06:56:26,815 - net: 79.446 (94.814) 2024-10-18 06:56:40,129 - Test (net_E): 100.00% [50/50] [batch_t 0.103 (0.260)] [top1_cnt 40801] [top5_cnt 47884] [top_all 50000] 2024-10-18 06:56:40,129 - net_E: 81.602 (95.768) 2024-10-18 06:56:40,276 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 06:56:40,276 - ==> Total time: 2 days, 15:43:20 Eta: 1 day, 4:37:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 06:56:48,584 - Train: 69.00% [863200/1251000] [690.0/1000.0] [batch_t 0.237 (0.375)] [data_t 0.009] [optim_t 0.228] [lr 0.000680] [CE 3.925 (4.136)] [KD 2.457 (2.580)] 2024-10-18 06:57:01,168 - Train: 69.00% [863250/1251000] [690.0/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000680] [CE 3.685 (3.984)] [KD 2.293 (2.478)] 2024-10-18 06:57:15,271 - Train: 69.01% [863300/1251000] [690.1/1000.0] [batch_t 0.266 (0.282)] [data_t 0.009] [optim_t 0.257] [lr 0.000680] [CE 4.070 (4.090)] [KD 2.427 (2.568)] 2024-10-18 06:57:28,919 - Train: 69.01% [863350/1251000] [690.1/1000.0] [batch_t 0.267 (0.273)] [data_t 0.009] [optim_t 0.258] [lr 0.000680] [CE 4.084 (4.022)] [KD 2.717 (2.492)] 2024-10-18 06:57:41,085 - Train: 69.02% [863400/1251000] [690.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000680] [CE 4.659 (3.958)] [KD 2.807 (2.459)] 2024-10-18 06:57:53,367 - Train: 69.02% [863450/1251000] [690.2/1000.0] [batch_t 0.274 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.000680] [CE 4.170 (4.021)] [KD 2.542 (2.505)] 2024-10-18 06:58:06,707 - Train: 69.02% [863500/1251000] [690.2/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000679] [CE 4.258 (4.084)] [KD 2.558 (2.522)] 2024-10-18 06:58:20,179 - Train: 69.03% [863550/1251000] [690.3/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.227] [lr 0.000679] [CE 4.211 (4.024)] [KD 2.718 (2.528)] 2024-10-18 06:58:33,779 - Train: 69.03% [863600/1251000] [690.3/1000.0] [batch_t 0.277 (0.272)] [data_t 0.009] [optim_t 0.268] [lr 0.000679] [CE 3.889 (4.014)] [KD 2.388 (2.518)] 2024-10-18 06:58:47,321 - Train: 69.04% [863650/1251000] [690.4/1000.0] [batch_t 0.241 (0.271)] [data_t 0.009] [optim_t 0.232] [lr 0.000679] [CE 4.542 (4.056)] [KD 2.848 (2.523)] 2024-10-18 06:59:00,169 - Train: 69.04% [863700/1251000] [690.4/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.000679] [CE 3.673 (3.997)] [KD 2.221 (2.462)] 2024-10-18 06:59:12,369 - Train: 69.04% [863750/1251000] [690.4/1000.0] [batch_t 0.247 (0.244)] [data_t 0.013] [optim_t 0.233] [lr 0.000679] [CE 4.293 (4.066)] [KD 2.478 (2.516)] 2024-10-18 06:59:26,059 - Train: 69.05% [863800/1251000] [690.5/1000.0] [batch_t 0.304 (0.274)] [data_t 0.073] [optim_t 0.231] [lr 0.000678] [CE 3.701 (4.010)] [KD 2.223 (2.490)] 2024-10-18 06:59:40,146 - Train: 69.05% [863850/1251000] [690.5/1000.0] [batch_t 0.263 (0.282)] [data_t 0.037] [optim_t 0.226] [lr 0.000678] [CE 3.568 (4.038)] [KD 2.328 (2.496)] 2024-10-18 06:59:54,092 - Train: 69.06% [863900/1251000] [690.6/1000.0] [batch_t 0.243 (0.279)] [data_t 0.009] [optim_t 0.234] [lr 0.000678] [CE 4.150 (3.972)] [KD 2.618 (2.505)] 2024-10-18 07:00:07,896 - Train: 69.06% [863950/1251000] [690.6/1000.0] [batch_t 0.277 (0.276)] [data_t 0.042] [optim_t 0.236] [lr 0.000678] [CE 4.695 (3.998)] [KD 2.816 (2.489)] 2024-10-18 07:00:20,785 - Train: 69.06% [864000/1251000] [690.6/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.000678] [CE 3.869 (4.000)] [KD 2.498 (2.471)] 2024-10-18 07:00:33,382 - Train: 69.07% [864050/1251000] [690.7/1000.0] [batch_t 0.303 (0.252)] [data_t 0.072] [optim_t 0.231] [lr 0.000678] [CE 4.049 (4.038)] [KD 2.420 (2.486)] 2024-10-18 07:00:47,169 - Train: 69.07% [864100/1251000] [690.7/1000.0] [batch_t 0.240 (0.276)] [data_t 0.009] [optim_t 0.231] [lr 0.000678] [CE 3.746 (3.997)] [KD 2.303 (2.481)] 2024-10-18 07:01:01,209 - Train: 69.08% [864150/1251000] [690.8/1000.0] [batch_t 0.261 (0.281)] [data_t 0.031] [optim_t 0.230] [lr 0.000677] [CE 3.912 (4.023)] [KD 2.472 (2.484)] 2024-10-18 07:01:14,975 - Train: 69.08% [864200/1251000] [690.8/1000.0] [batch_t 0.243 (0.275)] [data_t 0.009] [optim_t 0.234] [lr 0.000677] [CE 4.088 (4.095)] [KD 2.507 (2.540)] 2024-10-18 07:01:28,693 - Train: 69.08% [864250/1251000] [690.8/1000.0] [batch_t 0.238 (0.274)] [data_t 0.009] [optim_t 0.229] [lr 0.000677] [CE 4.209 (4.018)] [KD 2.497 (2.495)] 2024-10-18 07:01:41,272 - Train: 69.09% [864300/1251000] [690.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.000677] [CE 4.017 (4.046)] [KD 2.487 (2.520)] 2024-10-18 07:01:53,595 - Train: 69.09% [864350/1251000] [690.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000677] [CE 3.866 (4.050)] [KD 2.440 (2.541)] 2024-10-18 07:02:07,672 - Train: 69.10% [864400/1251000] [691.0/1000.0] [batch_t 0.235 (0.281)] [data_t 0.009] [optim_t 0.226] [lr 0.000677] [CE 3.911 (4.000)] [KD 2.347 (2.513)] 2024-10-18 07:02:32,853 - Test (net): 100.00% [50/50] [batch_t 0.119 (0.279)] [top1_cnt 39708] [top5_cnt 47342] [top_all 50000] 2024-10-18 07:02:32,854 - net: 79.416 (94.684) 2024-10-18 07:02:46,972 - Test (net_E): 100.00% [50/50] [batch_t 0.108 (0.275)] [top1_cnt 40778] [top5_cnt 47891] [top_all 50000] 2024-10-18 07:02:46,973 - net_E: 81.556 (95.782) 2024-10-18 07:02:47,118 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 07:02:47,118 - ==> Total time: 2 days, 15:49:27 Eta: 1 day, 4:32:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:02:53,397 - Train: 69.10% [864450/1251000] [691.0/1000.0] [batch_t 0.231 (0.517)] [data_t 0.009] [optim_t 0.222] [lr 0.000676] [CE 4.421 (4.296)] [KD 2.789 (2.651)] 2024-10-18 07:03:05,341 - Train: 69.10% [864500/1251000] [691.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000676] [CE 4.421 (3.992)] [KD 2.604 (2.448)] 2024-10-18 07:03:17,789 - Train: 69.11% [864550/1251000] [691.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000676] [CE 3.706 (4.074)] [KD 2.184 (2.505)] 2024-10-18 07:03:31,008 - Train: 69.11% [864600/1251000] [691.1/1000.0] [batch_t 0.260 (0.264)] [data_t 0.009] [optim_t 0.250] [lr 0.000676] [CE 3.559 (4.058)] [KD 2.255 (2.524)] 2024-10-18 07:03:44,719 - Train: 69.12% [864650/1251000] [691.2/1000.0] [batch_t 0.282 (0.274)] [data_t 0.009] [optim_t 0.273] [lr 0.000676] [CE 4.456 (3.990)] [KD 2.648 (2.462)] 2024-10-18 07:03:57,823 - Train: 69.12% [864700/1251000] [691.2/1000.0] [batch_t 0.241 (0.262)] [data_t 0.009] [optim_t 0.232] [lr 0.000676] [CE 4.199 (4.042)] [KD 2.493 (2.501)] 2024-10-18 07:04:10,981 - Train: 69.12% [864750/1251000] [691.2/1000.0] [batch_t 0.296 (0.263)] [data_t 0.009] [optim_t 0.287] [lr 0.000676] [CE 4.539 (4.049)] [KD 2.654 (2.503)] 2024-10-18 07:04:23,509 - Train: 69.13% [864800/1251000] [691.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000675] [CE 4.870 (4.018)] [KD 3.022 (2.511)] 2024-10-18 07:04:36,163 - Train: 69.13% [864850/1251000] [691.3/1000.0] [batch_t 0.244 (0.253)] [data_t 0.009] [optim_t 0.235] [lr 0.000675] [CE 3.956 (4.034)] [KD 2.557 (2.507)] 2024-10-18 07:04:49,518 - Train: 69.14% [864900/1251000] [691.4/1000.0] [batch_t 0.286 (0.267)] [data_t 0.009] [optim_t 0.277] [lr 0.000675] [CE 3.747 (4.063)] [KD 2.271 (2.533)] 2024-10-18 07:05:03,053 - Train: 69.14% [864950/1251000] [691.4/1000.0] [batch_t 0.247 (0.271)] [data_t 0.009] [optim_t 0.239] [lr 0.000675] [CE 4.425 (4.030)] [KD 2.780 (2.492)] 2024-10-18 07:05:16,473 - Train: 69.14% [865000/1251000] [691.4/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000675] [CE 3.574 (3.981)] [KD 2.380 (2.478)] 2024-10-18 07:05:30,090 - Train: 69.15% [865050/1251000] [691.5/1000.0] [batch_t 0.268 (0.272)] [data_t 0.009] [optim_t 0.259] [lr 0.000675] [CE 4.098 (4.026)] [KD 2.535 (2.504)] 2024-10-18 07:05:42,528 - Train: 69.15% [865100/1251000] [691.5/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000674] [CE 4.264 (4.029)] [KD 2.633 (2.496)] 2024-10-18 07:05:55,029 - Train: 69.16% [865150/1251000] [691.6/1000.0] [batch_t 0.250 (0.250)] [data_t 0.009] [optim_t 0.241] [lr 0.000674] [CE 3.613 (4.063)] [KD 2.202 (2.534)] 2024-10-18 07:06:08,334 - Train: 69.16% [865200/1251000] [691.6/1000.0] [batch_t 0.241 (0.266)] [data_t 0.009] [optim_t 0.232] [lr 0.000674] [CE 3.656 (4.002)] [KD 2.399 (2.503)] 2024-10-18 07:06:21,639 - Train: 69.16% [865250/1251000] [691.6/1000.0] [batch_t 0.245 (0.266)] [data_t 0.009] [optim_t 0.236] [lr 0.000674] [CE 4.233 (4.018)] [KD 2.673 (2.497)] 2024-10-18 07:06:35,119 - Train: 69.17% [865300/1251000] [691.7/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.000674] [CE 3.944 (4.037)] [KD 2.345 (2.497)] 2024-10-18 07:06:48,592 - Train: 69.17% [865350/1251000] [691.7/1000.0] [batch_t 0.252 (0.269)] [data_t 0.009] [optim_t 0.243] [lr 0.000674] [CE 4.124 (4.089)] [KD 2.661 (2.519)] 2024-10-18 07:07:01,304 - Train: 69.18% [865400/1251000] [691.8/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.000674] [CE 4.290 (3.951)] [KD 2.624 (2.497)] 2024-10-18 07:07:13,188 - Train: 69.18% [865450/1251000] [691.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000673] [CE 4.053 (4.068)] [KD 2.578 (2.519)] 2024-10-18 07:07:25,809 - Train: 69.18% [865500/1251000] [691.8/1000.0] [batch_t 0.270 (0.252)] [data_t 0.009] [optim_t 0.261] [lr 0.000673] [CE 3.914 (3.991)] [KD 2.387 (2.484)] 2024-10-18 07:07:39,586 - Train: 69.19% [865550/1251000] [691.9/1000.0] [batch_t 0.256 (0.275)] [data_t 0.009] [optim_t 0.247] [lr 0.000673] [CE 3.944 (4.055)] [KD 2.396 (2.500)] 2024-10-18 07:07:52,616 - Train: 69.19% [865600/1251000] [691.9/1000.0] [batch_t 0.234 (0.261)] [data_t 0.009] [optim_t 0.225] [lr 0.000673] [CE 3.661 (3.985)] [KD 2.276 (2.443)] 2024-10-18 07:08:05,979 - Train: 69.20% [865650/1251000] [692.0/1000.0] [batch_t 0.265 (0.267)] [data_t 0.041] [optim_t 0.224] [lr 0.000673] [CE 4.567 (3.995)] [KD 2.885 (2.485)] 2024-10-18 07:08:29,402 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 39570] [top5_cnt 47353] [top_all 50000] 2024-10-18 07:08:29,402 - net: 79.140 (94.706) 2024-10-18 07:08:43,033 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.266)] [top1_cnt 40781] [top5_cnt 47898] [top_all 50000] 2024-10-18 07:08:43,033 - net_E: 81.562 (95.796) 2024-10-18 07:08:43,169 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 07:08:43,169 - ==> Total time: 2 days, 15:55:23 Eta: 1 day, 4:27:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:08:49,376 - Train: 69.20% [865700/1251000] [692.0/1000.0] [batch_t 0.239 (0.575)] [data_t 0.009] [optim_t 0.230] [lr 0.000673] [CE 4.169 (4.030)] [KD 2.655 (2.566)] 2024-10-18 07:09:01,164 - Train: 69.20% [865750/1251000] [692.0/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000672] [CE 3.997 (4.047)] [KD 2.443 (2.534)] 2024-10-18 07:09:14,504 - Train: 69.21% [865800/1251000] [692.1/1000.0] [batch_t 0.276 (0.267)] [data_t 0.009] [optim_t 0.267] [lr 0.000672] [CE 4.357 (4.035)] [KD 2.633 (2.508)] 2024-10-18 07:09:28,068 - Train: 69.21% [865850/1251000] [692.1/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000672] [CE 4.316 (3.999)] [KD 2.568 (2.430)] 2024-10-18 07:09:40,874 - Train: 69.22% [865900/1251000] [692.2/1000.0] [batch_t 0.231 (0.256)] [data_t 0.009] [optim_t 0.222] [lr 0.000672] [CE 4.126 (4.087)] [KD 2.810 (2.496)] 2024-10-18 07:09:53,037 - Train: 69.22% [865950/1251000] [692.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000672] [CE 4.354 (3.997)] [KD 2.674 (2.489)] 2024-10-18 07:10:05,507 - Train: 69.22% [866000/1251000] [692.2/1000.0] [batch_t 0.271 (0.249)] [data_t 0.009] [optim_t 0.262] [lr 0.000672] [CE 3.856 (3.987)] [KD 2.407 (2.436)] 2024-10-18 07:10:18,874 - Train: 69.23% [866050/1251000] [692.3/1000.0] [batch_t 0.312 (0.267)] [data_t 0.009] [optim_t 0.303] [lr 0.000672] [CE 4.311 (3.995)] [KD 2.574 (2.482)] 2024-10-18 07:10:32,911 - Train: 69.23% [866100/1251000] [692.3/1000.0] [batch_t 0.575 (0.281)] [data_t 0.009] [optim_t 0.566] [lr 0.000671] [CE 3.850 (3.986)] [KD 2.416 (2.472)] 2024-10-18 07:10:46,169 - Train: 69.24% [866150/1251000] [692.4/1000.0] [batch_t 0.260 (0.265)] [data_t 0.009] [optim_t 0.251] [lr 0.000671] [CE 3.565 (3.916)] [KD 2.245 (2.435)] 2024-10-18 07:10:59,987 - Train: 69.24% [866200/1251000] [692.4/1000.0] [batch_t 0.284 (0.276)] [data_t 0.009] [optim_t 0.275] [lr 0.000671] [CE 3.671 (4.061)] [KD 2.295 (2.493)] 2024-10-18 07:11:12,174 - Train: 69.24% [866250/1251000] [692.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000671] [CE 3.427 (3.972)] [KD 2.153 (2.475)] 2024-10-18 07:11:24,723 - Train: 69.25% [866300/1251000] [692.5/1000.0] [batch_t 0.293 (0.251)] [data_t 0.009] [optim_t 0.284] [lr 0.000671] [CE 4.003 (3.991)] [KD 2.521 (2.469)] 2024-10-18 07:11:38,054 - Train: 69.25% [866350/1251000] [692.5/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000671] [CE 4.307 (4.075)] [KD 2.588 (2.489)] 2024-10-18 07:11:51,687 - Train: 69.26% [866400/1251000] [692.6/1000.0] [batch_t 0.263 (0.273)] [data_t 0.009] [optim_t 0.254] [lr 0.000670] [CE 3.700 (3.978)] [KD 2.343 (2.476)] 2024-10-18 07:12:05,074 - Train: 69.26% [866450/1251000] [692.6/1000.0] [batch_t 0.255 (0.268)] [data_t 0.009] [optim_t 0.246] [lr 0.000670] [CE 3.609 (4.070)] [KD 2.337 (2.540)] 2024-10-18 07:12:18,626 - Train: 69.26% [866500/1251000] [692.6/1000.0] [batch_t 0.259 (0.271)] [data_t 0.009] [optim_t 0.250] [lr 0.000670] [CE 4.133 (4.063)] [KD 2.595 (2.520)] 2024-10-18 07:12:30,873 - Train: 69.27% [866550/1251000] [692.7/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.000670] [CE 3.686 (4.013)] [KD 2.307 (2.526)] 2024-10-18 07:12:43,325 - Train: 69.27% [866600/1251000] [692.7/1000.0] [batch_t 0.261 (0.249)] [data_t 0.009] [optim_t 0.252] [lr 0.000670] [CE 4.017 (4.000)] [KD 2.342 (2.498)] 2024-10-18 07:12:56,959 - Train: 69.28% [866650/1251000] [692.8/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.000670] [CE 3.857 (4.036)] [KD 2.472 (2.500)] 2024-10-18 07:13:10,566 - Train: 69.28% [866700/1251000] [692.8/1000.0] [batch_t 0.273 (0.272)] [data_t 0.009] [optim_t 0.264] [lr 0.000670] [CE 4.059 (4.120)] [KD 2.513 (2.543)] 2024-10-18 07:13:24,043 - Train: 69.28% [866750/1251000] [692.8/1000.0] [batch_t 0.301 (0.269)] [data_t 0.009] [optim_t 0.292] [lr 0.000669] [CE 4.480 (4.014)] [KD 2.591 (2.499)] 2024-10-18 07:13:37,758 - Train: 69.29% [866800/1251000] [692.9/1000.0] [batch_t 0.240 (0.274)] [data_t 0.009] [optim_t 0.231] [lr 0.000669] [CE 3.841 (4.002)] [KD 2.311 (2.505)] 2024-10-18 07:13:50,484 - Train: 69.29% [866850/1251000] [692.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000669] [CE 3.769 (3.982)] [KD 2.392 (2.486)] 2024-10-18 07:14:02,853 - Train: 69.30% [866900/1251000] [693.0/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000669] [CE 3.897 (4.019)] [KD 2.203 (2.480)] 2024-10-18 07:14:27,709 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.265)] [top1_cnt 39746] [top5_cnt 47441] [top_all 50000] 2024-10-18 07:14:27,710 - net: 79.492 (94.882) 2024-10-18 07:14:42,046 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.280)] [top1_cnt 40765] [top5_cnt 47902] [top_all 50000] 2024-10-18 07:14:42,047 - net_E: 81.530 (95.804) 2024-10-18 07:14:42,194 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 07:14:42,194 - ==> Total time: 2 days, 16:01:22 Eta: 1 day, 4:21:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:14:47,594 - Train: 69.30% [866950/1251000] [693.0/1000.0] [batch_t 0.235 (0.580)] [data_t 0.009] [optim_t 0.226] [lr 0.000669] [CE 3.646 (3.969)] [KD 2.108 (2.415)] 2024-10-18 07:15:00,484 - Train: 69.30% [867000/1251000] [693.0/1000.0] [batch_t 0.241 (0.258)] [data_t 0.009] [optim_t 0.232] [lr 0.000669] [CE 3.932 (3.994)] [KD 2.539 (2.439)] 2024-10-18 07:15:13,483 - Train: 69.31% [867050/1251000] [693.1/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000668] [CE 3.651 (3.963)] [KD 2.269 (2.434)] 2024-10-18 07:15:25,978 - Train: 69.31% [867100/1251000] [693.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000668] [CE 3.753 (3.974)] [KD 2.125 (2.457)] 2024-10-18 07:15:39,563 - Train: 69.32% [867150/1251000] [693.2/1000.0] [batch_t 0.261 (0.272)] [data_t 0.009] [optim_t 0.251] [lr 0.000668] [CE 4.378 (4.009)] [KD 2.724 (2.474)] 2024-10-18 07:15:53,526 - Train: 69.32% [867200/1251000] [693.2/1000.0] [batch_t 0.272 (0.279)] [data_t 0.009] [optim_t 0.263] [lr 0.000668] [CE 3.732 (4.006)] [KD 2.386 (2.468)] 2024-10-18 07:16:06,985 - Train: 69.32% [867250/1251000] [693.2/1000.0] [batch_t 0.233 (0.269)] [data_t 0.009] [optim_t 0.224] [lr 0.000668] [CE 3.342 (3.959)] [KD 2.125 (2.454)] 2024-10-18 07:16:20,643 - Train: 69.33% [867300/1251000] [693.3/1000.0] [batch_t 0.285 (0.273)] [data_t 0.060] [optim_t 0.224] [lr 0.000668] [CE 3.943 (4.044)] [KD 2.456 (2.505)] 2024-10-18 07:16:33,198 - Train: 69.33% [867350/1251000] [693.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000668] [CE 4.330 (4.049)] [KD 2.607 (2.498)] 2024-10-18 07:16:45,619 - Train: 69.34% [867400/1251000] [693.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000667] [CE 4.101 (3.966)] [KD 2.340 (2.452)] 2024-10-18 07:16:58,720 - Train: 69.34% [867450/1251000] [693.4/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000667] [CE 4.182 (4.085)] [KD 2.752 (2.528)] 2024-10-18 07:17:11,754 - Train: 69.34% [867500/1251000] [693.4/1000.0] [batch_t 0.263 (0.261)] [data_t 0.041] [optim_t 0.222] [lr 0.000667] [CE 3.850 (4.051)] [KD 2.494 (2.515)] 2024-10-18 07:17:25,157 - Train: 69.35% [867550/1251000] [693.5/1000.0] [batch_t 0.253 (0.268)] [data_t 0.027] [optim_t 0.225] [lr 0.000667] [CE 4.067 (4.053)] [KD 2.485 (2.517)] 2024-10-18 07:17:38,888 - Train: 69.35% [867600/1251000] [693.5/1000.0] [batch_t 0.233 (0.274)] [data_t 0.009] [optim_t 0.224] [lr 0.000667] [CE 4.063 (4.048)] [KD 2.434 (2.497)] 2024-10-18 07:17:52,061 - Train: 69.36% [867650/1251000] [693.6/1000.0] [batch_t 0.384 (0.263)] [data_t 0.009] [optim_t 0.375] [lr 0.000667] [CE 3.742 (4.043)] [KD 2.306 (2.513)] 2024-10-18 07:18:03,910 - Train: 69.36% [867700/1251000] [693.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000666] [CE 4.148 (3.945)] [KD 2.519 (2.476)] 2024-10-18 07:18:17,133 - Train: 69.36% [867750/1251000] [693.6/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.229] [lr 0.000666] [CE 4.600 (4.088)] [KD 2.882 (2.533)] 2024-10-18 07:18:30,387 - Train: 69.37% [867800/1251000] [693.7/1000.0] [batch_t 0.293 (0.265)] [data_t 0.066] [optim_t 0.227] [lr 0.000666] [CE 3.833 (4.005)] [KD 2.588 (2.482)] 2024-10-18 07:18:43,982 - Train: 69.37% [867850/1251000] [693.7/1000.0] [batch_t 0.256 (0.272)] [data_t 0.032] [optim_t 0.224] [lr 0.000666] [CE 4.361 (4.039)] [KD 2.604 (2.490)] 2024-10-18 07:18:57,965 - Train: 69.38% [867900/1251000] [693.8/1000.0] [batch_t 0.285 (0.280)] [data_t 0.009] [optim_t 0.276] [lr 0.000666] [CE 4.194 (4.022)] [KD 2.501 (2.461)] 2024-10-18 07:19:11,358 - Train: 69.38% [867950/1251000] [693.8/1000.0] [batch_t 0.305 (0.268)] [data_t 0.009] [optim_t 0.296] [lr 0.000666] [CE 4.079 (4.063)] [KD 2.401 (2.490)] 2024-10-18 07:19:23,929 - Train: 69.38% [868000/1251000] [693.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000666] [CE 3.644 (4.019)] [KD 2.299 (2.509)] 2024-10-18 07:19:37,728 - Train: 69.39% [868050/1251000] [693.9/1000.0] [batch_t 0.234 (0.276)] [data_t 0.009] [optim_t 0.225] [lr 0.000665] [CE 4.375 (4.076)] [KD 2.573 (2.492)] 2024-10-18 07:19:51,325 - Train: 69.39% [868100/1251000] [693.9/1000.0] [batch_t 0.265 (0.272)] [data_t 0.009] [optim_t 0.256] [lr 0.000665] [CE 4.242 (3.973)] [KD 2.628 (2.459)] 2024-10-18 07:20:05,632 - Train: 69.40% [868150/1251000] [694.0/1000.0] [batch_t 0.304 (0.286)] [data_t 0.009] [optim_t 0.295] [lr 0.000665] [CE 3.984 (4.047)] [KD 2.570 (2.507)] 2024-10-18 07:20:30,041 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 39677] [top5_cnt 47395] [top_all 50000] 2024-10-18 07:20:30,042 - net: 79.354 (94.790) 2024-10-18 07:20:42,699 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40783] [top5_cnt 47884] [top_all 50000] 2024-10-18 07:20:42,700 - net_E: 81.566 (95.768) 2024-10-18 07:20:42,833 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.602 (epoch: 689)] 2024-10-18 07:20:42,834 - ==> Total time: 2 days, 16:07:23 Eta: 1 day, 4:16:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:20:48,028 - Train: 69.40% [868200/1251000] [694.0/1000.0] [batch_t 0.241 (0.652)] [data_t 0.009] [optim_t 0.232] [lr 0.000665] [CE 3.785 (4.232)] [KD 2.385 (2.588)] 2024-10-18 07:21:00,199 - Train: 69.40% [868250/1251000] [694.0/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000665] [CE 4.166 (3.958)] [KD 2.719 (2.459)] 2024-10-18 07:21:13,068 - Train: 69.41% [868300/1251000] [694.1/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000665] [CE 3.726 (4.003)] [KD 2.260 (2.478)] 2024-10-18 07:21:26,079 - Train: 69.41% [868350/1251000] [694.1/1000.0] [batch_t 0.244 (0.260)] [data_t 0.009] [optim_t 0.235] [lr 0.000664] [CE 4.173 (4.034)] [KD 2.407 (2.464)] 2024-10-18 07:21:39,123 - Train: 69.42% [868400/1251000] [694.2/1000.0] [batch_t 0.242 (0.261)] [data_t 0.009] [optim_t 0.233] [lr 0.000664] [CE 4.162 (4.005)] [KD 2.578 (2.460)] 2024-10-18 07:21:51,754 - Train: 69.42% [868450/1251000] [694.2/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000664] [CE 4.421 (4.028)] [KD 2.725 (2.486)] 2024-10-18 07:22:04,005 - Train: 69.42% [868500/1251000] [694.2/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.000664] [CE 3.842 (4.011)] [KD 2.423 (2.537)] 2024-10-18 07:22:16,997 - Train: 69.43% [868550/1251000] [694.3/1000.0] [batch_t 0.246 (0.260)] [data_t 0.009] [optim_t 0.237] [lr 0.000664] [CE 3.964 (4.026)] [KD 2.316 (2.469)] 2024-10-18 07:22:30,716 - Train: 69.43% [868600/1251000] [694.3/1000.0] [batch_t 0.266 (0.274)] [data_t 0.009] [optim_t 0.257] [lr 0.000664] [CE 4.183 (3.977)] [KD 2.400 (2.433)] 2024-10-18 07:22:44,638 - Train: 69.44% [868650/1251000] [694.4/1000.0] [batch_t 0.237 (0.278)] [data_t 0.009] [optim_t 0.228] [lr 0.000664] [CE 3.922 (3.968)] [KD 2.407 (2.432)] 2024-10-18 07:22:58,750 - Train: 69.44% [868700/1251000] [694.4/1000.0] [batch_t 0.307 (0.282)] [data_t 0.009] [optim_t 0.299] [lr 0.000663] [CE 4.171 (3.994)] [KD 2.512 (2.443)] 2024-10-18 07:23:12,397 - Train: 69.44% [868750/1251000] [694.4/1000.0] [batch_t 0.243 (0.273)] [data_t 0.009] [optim_t 0.234] [lr 0.000663] [CE 3.576 (4.036)] [KD 2.342 (2.512)] 2024-10-18 07:23:25,408 - Train: 69.45% [868800/1251000] [694.5/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000663] [CE 3.926 (4.067)] [KD 2.511 (2.497)] 2024-10-18 07:23:38,430 - Train: 69.45% [868850/1251000] [694.5/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000663] [CE 4.423 (3.987)] [KD 2.714 (2.495)] 2024-10-18 07:23:52,110 - Train: 69.46% [868900/1251000] [694.6/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000663] [CE 3.998 (4.016)] [KD 2.501 (2.473)] 2024-10-18 07:24:05,403 - Train: 69.46% [868950/1251000] [694.6/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000663] [CE 3.985 (4.038)] [KD 2.436 (2.520)] 2024-10-18 07:24:18,669 - Train: 69.46% [869000/1251000] [694.6/1000.0] [batch_t 0.270 (0.265)] [data_t 0.009] [optim_t 0.261] [lr 0.000662] [CE 4.228 (4.005)] [KD 2.514 (2.455)] 2024-10-18 07:24:32,298 - Train: 69.47% [869050/1251000] [694.7/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000662] [CE 4.124 (3.994)] [KD 2.507 (2.452)] 2024-10-18 07:24:44,729 - Train: 69.47% [869100/1251000] [694.7/1000.0] [batch_t 0.276 (0.249)] [data_t 0.009] [optim_t 0.267] [lr 0.000662] [CE 4.443 (4.042)] [KD 2.663 (2.517)] 2024-10-18 07:24:57,882 - Train: 69.48% [869150/1251000] [694.8/1000.0] [batch_t 0.248 (0.263)] [data_t 0.009] [optim_t 0.239] [lr 0.000662] [CE 3.945 (3.999)] [KD 2.499 (2.484)] 2024-10-18 07:25:11,783 - Train: 69.48% [869200/1251000] [694.8/1000.0] [batch_t 0.263 (0.278)] [data_t 0.009] [optim_t 0.254] [lr 0.000662] [CE 4.158 (4.045)] [KD 2.502 (2.489)] 2024-10-18 07:25:25,518 - Train: 69.48% [869250/1251000] [694.8/1000.0] [batch_t 0.305 (0.275)] [data_t 0.009] [optim_t 0.296] [lr 0.000662] [CE 3.730 (4.065)] [KD 2.431 (2.544)] 2024-10-18 07:25:39,262 - Train: 69.49% [869300/1251000] [694.9/1000.0] [batch_t 0.275 (0.275)] [data_t 0.009] [optim_t 0.266] [lr 0.000662] [CE 3.850 (4.089)] [KD 2.450 (2.551)] 2024-10-18 07:25:52,646 - Train: 69.49% [869350/1251000] [694.9/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.229] [lr 0.000661] [CE 4.013 (4.091)] [KD 2.445 (2.517)] 2024-10-18 07:26:04,909 - Train: 69.50% [869400/1251000] [695.0/1000.0] [batch_t 0.281 (0.245)] [data_t 0.009] [optim_t 0.272] [lr 0.000661] [CE 3.543 (4.017)] [KD 2.183 (2.487)] 2024-10-18 07:26:30,173 - Test (net): 100.00% [50/50] [batch_t 0.126 (0.272)] [top1_cnt 39657] [top5_cnt 47436] [top_all 50000] 2024-10-18 07:26:30,173 - net: 79.314 (94.872) 2024-10-18 07:26:43,968 - Test (net_E): 100.00% [50/50] [batch_t 0.095 (0.270)] [top1_cnt 40803] [top5_cnt 47909] [top_all 50000] 2024-10-18 07:26:43,968 - net_E: 81.606 (95.818) 2024-10-18 07:26:44,111 - Max [top1: 79.588 (epoch: 688)] [top1-ema: 81.606 (epoch: 695)] 2024-10-18 07:26:44,111 - ==> Total time: 2 days, 16:13:24 Eta: 1 day, 4:11:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:26:51,221 - Train: 69.50% [869450/1251000] [695.0/1000.0] [batch_t 0.233 (0.446)] [data_t 0.009] [optim_t 0.224] [lr 0.000661] [CE 4.187 (4.001)] [KD 2.695 (2.497)] 2024-10-18 07:27:03,358 - Train: 69.50% [869500/1251000] [695.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000661] [CE 4.303 (4.028)] [KD 2.603 (2.491)] 2024-10-18 07:27:15,682 - Train: 69.51% [869550/1251000] [695.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000661] [CE 3.919 (4.018)] [KD 2.462 (2.490)] 2024-10-18 07:27:27,703 - Train: 69.51% [869600/1251000] [695.1/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.000661] [CE 4.213 (4.076)] [KD 2.367 (2.491)] 2024-10-18 07:27:39,884 - Train: 69.52% [869650/1251000] [695.2/1000.0] [batch_t 0.269 (0.244)] [data_t 0.009] [optim_t 0.260] [lr 0.000660] [CE 3.653 (4.043)] [KD 2.257 (2.504)] 2024-10-18 07:27:53,087 - Train: 69.52% [869700/1251000] [695.2/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.229] [lr 0.000660] [CE 4.396 (4.026)] [KD 2.528 (2.494)] 2024-10-18 07:28:06,462 - Train: 69.52% [869750/1251000] [695.2/1000.0] [batch_t 0.281 (0.267)] [data_t 0.009] [optim_t 0.272] [lr 0.000660] [CE 4.398 (4.042)] [KD 2.581 (2.485)] 2024-10-18 07:28:19,468 - Train: 69.53% [869800/1251000] [695.3/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000660] [CE 4.184 (4.001)] [KD 2.580 (2.458)] 2024-10-18 07:28:32,938 - Train: 69.53% [869850/1251000] [695.3/1000.0] [batch_t 0.256 (0.269)] [data_t 0.009] [optim_t 0.247] [lr 0.000660] [CE 4.142 (3.989)] [KD 2.643 (2.486)] 2024-10-18 07:28:45,267 - Train: 69.54% [869900/1251000] [695.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000660] [CE 4.441 (4.023)] [KD 2.705 (2.488)] 2024-10-18 07:28:57,224 - Train: 69.54% [869950/1251000] [695.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000660] [CE 4.004 (3.940)] [KD 2.375 (2.446)] 2024-10-18 07:29:09,934 - Train: 69.54% [870000/1251000] [695.4/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000659] [CE 4.118 (4.071)] [KD 2.485 (2.510)] 2024-10-18 07:29:22,779 - Train: 69.55% [870050/1251000] [695.5/1000.0] [batch_t 0.277 (0.257)] [data_t 0.009] [optim_t 0.268] [lr 0.000659] [CE 4.237 (4.029)] [KD 2.492 (2.462)] 2024-10-18 07:29:36,291 - Train: 69.55% [870100/1251000] [695.5/1000.0] [batch_t 0.437 (0.270)] [data_t 0.009] [optim_t 0.428] [lr 0.000659] [CE 3.694 (4.034)] [KD 2.521 (2.492)] 2024-10-18 07:29:49,905 - Train: 69.56% [870150/1251000] [695.6/1000.0] [batch_t 0.358 (0.272)] [data_t 0.009] [optim_t 0.348] [lr 0.000659] [CE 4.068 (4.026)] [KD 2.490 (2.500)] 2024-10-18 07:30:02,445 - Train: 69.56% [870200/1251000] [695.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000659] [CE 3.690 (4.017)] [KD 2.481 (2.500)] 2024-10-18 07:30:14,844 - Train: 69.56% [870250/1251000] [695.6/1000.0] [batch_t 0.259 (0.248)] [data_t 0.009] [optim_t 0.250] [lr 0.000659] [CE 3.709 (3.973)] [KD 2.459 (2.477)] 2024-10-18 07:30:28,365 - Train: 69.57% [870300/1251000] [695.7/1000.0] [batch_t 0.277 (0.270)] [data_t 0.009] [optim_t 0.268] [lr 0.000659] [CE 3.737 (3.987)] [KD 2.295 (2.479)] 2024-10-18 07:30:41,841 - Train: 69.57% [870350/1251000] [695.7/1000.0] [batch_t 0.304 (0.269)] [data_t 0.009] [optim_t 0.295] [lr 0.000658] [CE 4.177 (4.108)] [KD 2.667 (2.530)] 2024-10-18 07:30:55,563 - Train: 69.58% [870400/1251000] [695.8/1000.0] [batch_t 0.262 (0.274)] [data_t 0.009] [optim_t 0.253] [lr 0.000658] [CE 4.147 (4.051)] [KD 2.337 (2.475)] 2024-10-18 07:31:08,527 - Train: 69.58% [870450/1251000] [695.8/1000.0] [batch_t 0.269 (0.259)] [data_t 0.009] [optim_t 0.261] [lr 0.000658] [CE 3.962 (3.995)] [KD 2.622 (2.462)] 2024-10-18 07:31:21,481 - Train: 69.58% [870500/1251000] [695.8/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.000658] [CE 3.562 (3.975)] [KD 2.210 (2.441)] 2024-10-18 07:31:33,957 - Train: 69.59% [870550/1251000] [695.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000658] [CE 4.061 (3.990)] [KD 2.453 (2.434)] 2024-10-18 07:31:46,326 - Train: 69.59% [870600/1251000] [695.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000658] [CE 3.581 (4.015)] [KD 2.277 (2.473)] 2024-10-18 07:31:59,083 - Train: 69.60% [870650/1251000] [696.0/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.000657] [CE 3.919 (4.063)] [KD 2.528 (2.510)] 2024-10-18 07:32:24,526 - Test (net): 100.00% [50/50] [batch_t 0.109 (0.268)] [top1_cnt 39841] [top5_cnt 47452] [top_all 50000] 2024-10-18 07:32:24,527 - net: 79.682 (94.904) 2024-10-18 07:32:37,601 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.254)] [top1_cnt 40833] [top5_cnt 47902] [top_all 50000] 2024-10-18 07:32:37,601 - net_E: 81.666 (95.804) 2024-10-18 07:32:37,726 - Max [top1: 79.682 (epoch: 696)] [top1-ema: 81.666 (epoch: 696)] 2024-10-18 07:32:37,726 - ==> Total time: 2 days, 16:19:18 Eta: 1 day, 4:05:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:32:45,319 - Train: 69.60% [870700/1251000] [696.0/1000.0] [batch_t 0.236 (0.438)] [data_t 0.009] [optim_t 0.227] [lr 0.000657] [CE 4.421 (4.120)] [KD 2.589 (2.474)] 2024-10-18 07:32:57,135 - Train: 69.60% [870750/1251000] [696.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000657] [CE 3.776 (3.949)] [KD 2.267 (2.413)] 2024-10-18 07:33:10,719 - Train: 69.61% [870800/1251000] [696.1/1000.0] [batch_t 0.254 (0.272)] [data_t 0.009] [optim_t 0.245] [lr 0.000657] [CE 4.046 (4.008)] [KD 2.351 (2.450)] 2024-10-18 07:33:24,573 - Train: 69.61% [870850/1251000] [696.1/1000.0] [batch_t 0.295 (0.277)] [data_t 0.009] [optim_t 0.286] [lr 0.000657] [CE 3.888 (3.987)] [KD 2.311 (2.457)] 2024-10-18 07:33:38,419 - Train: 69.62% [870900/1251000] [696.2/1000.0] [batch_t 0.293 (0.277)] [data_t 0.009] [optim_t 0.284] [lr 0.000657] [CE 4.719 (4.132)] [KD 3.017 (2.542)] 2024-10-18 07:33:52,395 - Train: 69.62% [870950/1251000] [696.2/1000.0] [batch_t 0.266 (0.279)] [data_t 0.009] [optim_t 0.257] [lr 0.000657] [CE 3.675 (3.968)] [KD 2.491 (2.455)] 2024-10-18 07:34:04,994 - Train: 69.62% [871000/1251000] [696.2/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000656] [CE 3.649 (4.042)] [KD 2.275 (2.488)] 2024-10-18 07:34:17,375 - Train: 69.63% [871050/1251000] [696.3/1000.0] [batch_t 0.251 (0.247)] [data_t 0.009] [optim_t 0.242] [lr 0.000656] [CE 4.157 (4.032)] [KD 2.577 (2.485)] 2024-10-18 07:34:30,961 - Train: 69.63% [871100/1251000] [696.3/1000.0] [batch_t 0.259 (0.272)] [data_t 0.009] [optim_t 0.250] [lr 0.000656] [CE 3.555 (4.027)] [KD 2.107 (2.486)] 2024-10-18 07:34:44,709 - Train: 69.64% [871150/1251000] [696.4/1000.0] [batch_t 0.272 (0.275)] [data_t 0.009] [optim_t 0.263] [lr 0.000656] [CE 4.047 (4.057)] [KD 2.534 (2.506)] 2024-10-18 07:34:58,575 - Train: 69.64% [871200/1251000] [696.4/1000.0] [batch_t 0.307 (0.277)] [data_t 0.009] [optim_t 0.298] [lr 0.000656] [CE 4.224 (4.067)] [KD 2.518 (2.496)] 2024-10-18 07:35:12,551 - Train: 69.64% [871250/1251000] [696.4/1000.0] [batch_t 0.258 (0.279)] [data_t 0.009] [optim_t 0.249] [lr 0.000656] [CE 3.796 (4.069)] [KD 2.307 (2.497)] 2024-10-18 07:35:25,371 - Train: 69.65% [871300/1251000] [696.5/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000655] [CE 4.556 (3.958)] [KD 2.712 (2.431)] 2024-10-18 07:35:37,602 - Train: 69.65% [871350/1251000] [696.5/1000.0] [batch_t 0.281 (0.245)] [data_t 0.009] [optim_t 0.272] [lr 0.000655] [CE 4.030 (4.090)] [KD 2.308 (2.486)] 2024-10-18 07:35:51,360 - Train: 69.66% [871400/1251000] [696.6/1000.0] [batch_t 0.293 (0.275)] [data_t 0.009] [optim_t 0.284] [lr 0.000655] [CE 3.673 (4.047)] [KD 2.294 (2.484)] 2024-10-18 07:36:05,163 - Train: 69.66% [871450/1251000] [696.6/1000.0] [batch_t 0.280 (0.276)] [data_t 0.009] [optim_t 0.271] [lr 0.000655] [CE 4.018 (3.970)] [KD 2.377 (2.456)] 2024-10-18 07:36:19,004 - Train: 69.66% [871500/1251000] [696.6/1000.0] [batch_t 0.266 (0.277)] [data_t 0.009] [optim_t 0.258] [lr 0.000655] [CE 3.874 (4.020)] [KD 2.427 (2.485)] 2024-10-18 07:36:32,998 - Train: 69.67% [871550/1251000] [696.7/1000.0] [batch_t 0.233 (0.280)] [data_t 0.009] [optim_t 0.224] [lr 0.000655] [CE 3.989 (4.065)] [KD 2.423 (2.520)] 2024-10-18 07:36:45,842 - Train: 69.67% [871600/1251000] [696.7/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.000655] [CE 4.305 (4.015)] [KD 2.531 (2.483)] 2024-10-18 07:36:57,953 - Train: 69.68% [871650/1251000] [696.8/1000.0] [batch_t 0.298 (0.242)] [data_t 0.009] [optim_t 0.289] [lr 0.000654] [CE 3.984 (3.997)] [KD 2.412 (2.482)] 2024-10-18 07:37:12,228 - Train: 69.68% [871700/1251000] [696.8/1000.0] [batch_t 0.562 (0.285)] [data_t 0.009] [optim_t 0.553] [lr 0.000654] [CE 4.037 (4.014)] [KD 2.371 (2.470)] 2024-10-18 07:37:25,736 - Train: 69.68% [871750/1251000] [696.8/1000.0] [batch_t 0.299 (0.270)] [data_t 0.009] [optim_t 0.290] [lr 0.000654] [CE 3.808 (3.981)] [KD 2.375 (2.425)] 2024-10-18 07:37:39,234 - Train: 69.69% [871800/1251000] [696.9/1000.0] [batch_t 0.286 (0.270)] [data_t 0.009] [optim_t 0.277] [lr 0.000654] [CE 4.147 (4.007)] [KD 2.448 (2.483)] 2024-10-18 07:37:52,953 - Train: 69.69% [871850/1251000] [696.9/1000.0] [batch_t 0.263 (0.274)] [data_t 0.009] [optim_t 0.254] [lr 0.000654] [CE 3.705 (4.011)] [KD 2.461 (2.488)] 2024-10-18 07:38:05,896 - Train: 69.70% [871900/1251000] [697.0/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000654] [CE 3.926 (4.029)] [KD 2.574 (2.504)] 2024-10-18 07:38:30,565 - Test (net): 100.00% [50/50] [batch_t 0.097 (0.263)] [top1_cnt 39669] [top5_cnt 47401] [top_all 50000] 2024-10-18 07:38:30,565 - net: 79.338 (94.802) 2024-10-18 07:38:44,429 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.269)] [top1_cnt 40827] [top5_cnt 47897] [top_all 50000] 2024-10-18 07:38:44,429 - net_E: 81.654 (95.794) 2024-10-18 07:38:44,586 - Max [top1: 79.682 (epoch: 696)] [top1-ema: 81.666 (epoch: 696)] 2024-10-18 07:38:44,586 - ==> Total time: 2 days, 16:25:25 Eta: 1 day, 4:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:38:49,791 - Train: 69.70% [871950/1251000] [697.0/1000.0] [batch_t 0.233 (1.199)] [data_t 0.009] [optim_t 0.224] [lr 0.000653] [CE 4.516 (4.387)] [KD 2.794 (2.689)] 2024-10-18 07:39:01,988 - Train: 69.70% [872000/1251000] [697.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000653] [CE 4.011 (4.059)] [KD 2.455 (2.523)] 2024-10-18 07:39:15,287 - Train: 69.71% [872050/1251000] [697.1/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.000653] [CE 3.947 (3.976)] [KD 2.383 (2.457)] 2024-10-18 07:39:27,598 - Train: 69.71% [872100/1251000] [697.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000653] [CE 4.215 (4.006)] [KD 2.618 (2.446)] 2024-10-18 07:39:39,905 - Train: 69.72% [872150/1251000] [697.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000653] [CE 4.174 (4.032)] [KD 2.513 (2.467)] 2024-10-18 07:39:52,879 - Train: 69.72% [872200/1251000] [697.2/1000.0] [batch_t 0.280 (0.259)] [data_t 0.009] [optim_t 0.271] [lr 0.000653] [CE 4.396 (3.997)] [KD 2.684 (2.450)] 2024-10-18 07:40:06,454 - Train: 69.72% [872250/1251000] [697.2/1000.0] [batch_t 0.232 (0.271)] [data_t 0.009] [optim_t 0.224] [lr 0.000653] [CE 3.981 (4.086)] [KD 2.543 (2.509)] 2024-10-18 07:40:19,675 - Train: 69.73% [872300/1251000] [697.3/1000.0] [batch_t 0.302 (0.264)] [data_t 0.009] [optim_t 0.293] [lr 0.000652] [CE 3.997 (3.968)] [KD 2.532 (2.448)] 2024-10-18 07:40:33,198 - Train: 69.73% [872350/1251000] [697.3/1000.0] [batch_t 0.304 (0.270)] [data_t 0.009] [optim_t 0.295] [lr 0.000652] [CE 3.456 (4.041)] [KD 2.290 (2.492)] 2024-10-18 07:40:46,069 - Train: 69.74% [872400/1251000] [697.4/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.000652] [CE 3.988 (4.066)] [KD 2.393 (2.492)] 2024-10-18 07:40:58,861 - Train: 69.74% [872450/1251000] [697.4/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.000652] [CE 3.964 (4.001)] [KD 2.485 (2.456)] 2024-10-18 07:41:11,293 - Train: 69.74% [872500/1251000] [697.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000652] [CE 3.685 (3.982)] [KD 2.263 (2.434)] 2024-10-18 07:41:24,999 - Train: 69.75% [872550/1251000] [697.5/1000.0] [batch_t 0.283 (0.274)] [data_t 0.009] [optim_t 0.274] [lr 0.000652] [CE 4.062 (4.042)] [KD 2.479 (2.475)] 2024-10-18 07:41:38,473 - Train: 69.75% [872600/1251000] [697.5/1000.0] [batch_t 0.306 (0.269)] [data_t 0.009] [optim_t 0.297] [lr 0.000652] [CE 3.505 (4.043)] [KD 2.176 (2.472)] 2024-10-18 07:41:51,931 - Train: 69.76% [872650/1251000] [697.6/1000.0] [batch_t 0.366 (0.269)] [data_t 0.009] [optim_t 0.357] [lr 0.000651] [CE 4.352 (4.030)] [KD 2.657 (2.489)] 2024-10-18 07:42:04,907 - Train: 69.76% [872700/1251000] [697.6/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.000651] [CE 4.157 (4.088)] [KD 2.474 (2.492)] 2024-10-18 07:42:17,315 - Train: 69.76% [872750/1251000] [697.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000651] [CE 4.149 (4.019)] [KD 2.696 (2.454)] 2024-10-18 07:42:30,568 - Train: 69.77% [872800/1251000] [697.7/1000.0] [batch_t 0.243 (0.265)] [data_t 0.009] [optim_t 0.234] [lr 0.000651] [CE 4.091 (3.972)] [KD 2.452 (2.442)] 2024-10-18 07:42:44,121 - Train: 69.77% [872850/1251000] [697.7/1000.0] [batch_t 0.297 (0.271)] [data_t 0.009] [optim_t 0.288] [lr 0.000651] [CE 2.890 (4.128)] [KD 1.912 (2.539)] 2024-10-18 07:42:57,877 - Train: 69.78% [872900/1251000] [697.8/1000.0] [batch_t 0.264 (0.275)] [data_t 0.009] [optim_t 0.255] [lr 0.000651] [CE 4.363 (4.081)] [KD 2.558 (2.484)] 2024-10-18 07:43:11,429 - Train: 69.78% [872950/1251000] [697.8/1000.0] [batch_t 0.264 (0.271)] [data_t 0.009] [optim_t 0.255] [lr 0.000650] [CE 3.692 (4.027)] [KD 2.308 (2.466)] 2024-10-18 07:43:24,887 - Train: 69.78% [873000/1251000] [697.8/1000.0] [batch_t 0.243 (0.269)] [data_t 0.009] [optim_t 0.234] [lr 0.000650] [CE 4.165 (4.020)] [KD 2.634 (2.466)] 2024-10-18 07:43:37,233 - Train: 69.79% [873050/1251000] [697.9/1000.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.000650] [CE 3.968 (4.051)] [KD 2.414 (2.479)] 2024-10-18 07:43:50,624 - Train: 69.79% [873100/1251000] [697.9/1000.0] [batch_t 0.246 (0.268)] [data_t 0.009] [optim_t 0.237] [lr 0.000650] [CE 4.084 (3.957)] [KD 2.519 (2.424)] 2024-10-18 07:44:04,321 - Train: 69.80% [873150/1251000] [698.0/1000.0] [batch_t 0.272 (0.274)] [data_t 0.009] [optim_t 0.264] [lr 0.000650] [CE 3.372 (4.030)] [KD 2.135 (2.482)] 2024-10-18 07:44:30,668 - Test (net): 100.00% [50/50] [batch_t 0.075 (0.265)] [top1_cnt 39844] [top5_cnt 47407] [top_all 50000] 2024-10-18 07:44:30,669 - net: 79.688 (94.814) 2024-10-18 07:44:43,998 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.259)] [top1_cnt 40841] [top5_cnt 47891] [top_all 50000] 2024-10-18 07:44:43,999 - net_E: 81.682 (95.782) 2024-10-18 07:44:44,161 - Max [top1: 79.688 (epoch: 698)] [top1-ema: 81.682 (epoch: 698)] 2024-10-18 07:44:44,161 - ==> Total time: 2 days, 16:31:24 Eta: 1 day, 3:55:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:44:51,085 - Train: 69.80% [873200/1251000] [698.0/1000.0] [batch_t 0.231 (0.758)] [data_t 0.009] [optim_t 0.222] [lr 0.000650] [CE 3.383 (3.761)] [KD 2.172 (2.383)] 2024-10-18 07:45:03,548 - Train: 69.80% [873250/1251000] [698.0/1000.0] [batch_t 0.440 (0.249)] [data_t 0.009] [optim_t 0.431] [lr 0.000650] [CE 4.009 (4.050)] [KD 2.482 (2.505)] 2024-10-18 07:45:15,719 - Train: 69.81% [873300/1251000] [698.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000649] [CE 4.640 (4.015)] [KD 2.751 (2.463)] 2024-10-18 07:45:29,636 - Train: 69.81% [873350/1251000] [698.1/1000.0] [batch_t 0.300 (0.278)] [data_t 0.009] [optim_t 0.291] [lr 0.000649] [CE 4.105 (4.027)] [KD 2.458 (2.508)] 2024-10-18 07:45:43,672 - Train: 69.82% [873400/1251000] [698.2/1000.0] [batch_t 0.306 (0.281)] [data_t 0.009] [optim_t 0.297] [lr 0.000649] [CE 4.013 (3.977)] [KD 2.429 (2.446)] 2024-10-18 07:45:57,493 - Train: 69.82% [873450/1251000] [698.2/1000.0] [batch_t 0.302 (0.276)] [data_t 0.009] [optim_t 0.293] [lr 0.000649] [CE 3.812 (3.957)] [KD 2.295 (2.450)] 2024-10-18 07:46:10,693 - Train: 69.82% [873500/1251000] [698.2/1000.0] [batch_t 0.235 (0.264)] [data_t 0.009] [optim_t 0.225] [lr 0.000649] [CE 4.470 (3.970)] [KD 2.594 (2.415)] 2024-10-18 07:46:23,037 - Train: 69.83% [873550/1251000] [698.3/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000649] [CE 4.206 (4.004)] [KD 2.518 (2.474)] 2024-10-18 07:46:36,665 - Train: 69.83% [873600/1251000] [698.3/1000.0] [batch_t 0.271 (0.272)] [data_t 0.009] [optim_t 0.262] [lr 0.000648] [CE 4.326 (4.054)] [KD 2.469 (2.475)] 2024-10-18 07:46:50,138 - Train: 69.84% [873650/1251000] [698.4/1000.0] [batch_t 0.280 (0.269)] [data_t 0.009] [optim_t 0.271] [lr 0.000648] [CE 3.571 (3.950)] [KD 2.193 (2.448)] 2024-10-18 07:47:03,806 - Train: 69.84% [873700/1251000] [698.4/1000.0] [batch_t 0.380 (0.273)] [data_t 0.010] [optim_t 0.371] [lr 0.000648] [CE 4.008 (3.962)] [KD 2.404 (2.453)] 2024-10-18 07:47:16,287 - Train: 69.84% [873750/1251000] [698.4/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000648] [CE 3.844 (4.026)] [KD 2.300 (2.454)] 2024-10-18 07:47:28,829 - Train: 69.85% [873800/1251000] [698.5/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000648] [CE 3.952 (4.057)] [KD 2.524 (2.504)] 2024-10-18 07:47:41,093 - Train: 69.85% [873850/1251000] [698.5/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.000648] [CE 4.006 (4.044)] [KD 2.493 (2.497)] 2024-10-18 07:47:54,434 - Train: 69.86% [873900/1251000] [698.6/1000.0] [batch_t 0.301 (0.267)] [data_t 0.076] [optim_t 0.225] [lr 0.000648] [CE 4.364 (4.017)] [KD 2.616 (2.470)] 2024-10-18 07:48:07,919 - Train: 69.86% [873950/1251000] [698.6/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.000647] [CE 4.117 (3.993)] [KD 2.387 (2.455)] 2024-10-18 07:48:21,412 - Train: 69.86% [874000/1251000] [698.6/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.000647] [CE 4.165 (3.953)] [KD 2.470 (2.426)] 2024-10-18 07:48:34,895 - Train: 69.87% [874050/1251000] [698.7/1000.0] [batch_t 0.233 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.000647] [CE 3.801 (4.033)] [KD 2.211 (2.478)] 2024-10-18 07:48:47,805 - Train: 69.87% [874100/1251000] [698.7/1000.0] [batch_t 0.254 (0.258)] [data_t 0.030] [optim_t 0.224] [lr 0.000647] [CE 3.757 (4.029)] [KD 2.364 (2.476)] 2024-10-18 07:49:00,393 - Train: 69.88% [874150/1251000] [698.8/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000647] [CE 3.956 (4.060)] [KD 2.322 (2.485)] 2024-10-18 07:49:13,141 - Train: 69.88% [874200/1251000] [698.8/1000.0] [batch_t 0.244 (0.255)] [data_t 0.023] [optim_t 0.222] [lr 0.000647] [CE 4.211 (3.956)] [KD 2.630 (2.460)] 2024-10-18 07:49:26,943 - Train: 69.88% [874250/1251000] [698.8/1000.0] [batch_t 0.281 (0.276)] [data_t 0.052] [optim_t 0.229] [lr 0.000647] [CE 3.993 (4.009)] [KD 2.430 (2.479)] 2024-10-18 07:49:40,459 - Train: 69.89% [874300/1251000] [698.9/1000.0] [batch_t 0.257 (0.270)] [data_t 0.034] [optim_t 0.223] [lr 0.000646] [CE 4.012 (4.019)] [KD 2.340 (2.502)] 2024-10-18 07:49:53,934 - Train: 69.89% [874350/1251000] [698.9/1000.0] [batch_t 0.244 (0.269)] [data_t 0.019] [optim_t 0.225] [lr 0.000646] [CE 4.075 (4.042)] [KD 2.522 (2.540)] 2024-10-18 07:50:07,282 - Train: 69.90% [874400/1251000] [699.0/1000.0] [batch_t 0.238 (0.267)] [data_t 0.009] [optim_t 0.229] [lr 0.000646] [CE 3.555 (3.991)] [KD 2.224 (2.461)] 2024-10-18 07:50:31,902 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 39708] [top5_cnt 47457] [top_all 50000] 2024-10-18 07:50:31,902 - net: 79.416 (94.914) 2024-10-18 07:50:45,711 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.268)] [top1_cnt 40845] [top5_cnt 47899] [top_all 50000] 2024-10-18 07:50:45,712 - net_E: 81.690 (95.798) 2024-10-18 07:50:45,872 - Max [top1: 79.688 (epoch: 698)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 07:50:45,872 - ==> Total time: 2 days, 16:37:26 Eta: 1 day, 3:49:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:50:52,330 - Train: 69.90% [874450/1251000] [699.0/1000.0] [batch_t 1.967 (1.967)] [data_t 1.746] [optim_t 0.222] [lr 0.000646] [CE 4.038 (4.038)] [KD 2.487 (2.487)] 2024-10-18 07:51:04,374 - Train: 69.90% [874500/1251000] [699.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000646] [CE 3.884 (3.958)] [KD 2.307 (2.411)] 2024-10-18 07:51:17,043 - Train: 69.91% [874550/1251000] [699.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000646] [CE 4.282 (3.997)] [KD 2.504 (2.440)] 2024-10-18 07:51:30,219 - Train: 69.91% [874600/1251000] [699.1/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000645] [CE 4.017 (3.972)] [KD 2.320 (2.446)] 2024-10-18 07:51:42,053 - Train: 69.92% [874650/1251000] [699.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000645] [CE 3.592 (3.997)] [KD 2.262 (2.451)] 2024-10-18 07:51:55,069 - Train: 69.92% [874700/1251000] [699.2/1000.0] [batch_t 0.283 (0.260)] [data_t 0.009] [optim_t 0.274] [lr 0.000645] [CE 4.026 (4.011)] [KD 2.559 (2.443)] 2024-10-18 07:52:08,184 - Train: 69.92% [874750/1251000] [699.2/1000.0] [batch_t 0.270 (0.262)] [data_t 0.009] [optim_t 0.262] [lr 0.000645] [CE 4.081 (4.036)] [KD 2.708 (2.476)] 2024-10-18 07:52:20,638 - Train: 69.93% [874800/1251000] [699.3/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000645] [CE 3.757 (4.076)] [KD 2.155 (2.499)] 2024-10-18 07:52:33,714 - Train: 69.93% [874850/1251000] [699.3/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000645] [CE 3.817 (4.064)] [KD 2.319 (2.438)] 2024-10-18 07:52:46,667 - Train: 69.94% [874900/1251000] [699.4/1000.0] [batch_t 0.238 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000645] [CE 4.010 (3.988)] [KD 2.631 (2.413)] 2024-10-18 07:52:59,175 - Train: 69.94% [874950/1251000] [699.4/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000644] [CE 4.364 (4.059)] [KD 2.496 (2.460)] 2024-10-18 07:53:11,419 - Train: 69.94% [875000/1251000] [699.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000644] [CE 3.652 (4.054)] [KD 2.426 (2.482)] 2024-10-18 07:53:23,620 - Train: 69.95% [875050/1251000] [699.5/1000.0] [batch_t 0.298 (0.244)] [data_t 0.009] [optim_t 0.289] [lr 0.000644] [CE 4.342 (4.045)] [KD 2.698 (2.484)] 2024-10-18 07:53:36,672 - Train: 69.95% [875100/1251000] [699.5/1000.0] [batch_t 0.237 (0.261)] [data_t 0.009] [optim_t 0.228] [lr 0.000644] [CE 3.948 (4.060)] [KD 2.475 (2.519)] 2024-10-18 07:53:50,143 - Train: 69.96% [875150/1251000] [699.6/1000.0] [batch_t 0.269 (0.269)] [data_t 0.009] [optim_t 0.260] [lr 0.000644] [CE 4.189 (3.993)] [KD 2.575 (2.472)] 2024-10-18 07:54:03,462 - Train: 69.96% [875200/1251000] [699.6/1000.0] [batch_t 0.283 (0.266)] [data_t 0.009] [optim_t 0.274] [lr 0.000644] [CE 3.934 (4.009)] [KD 2.402 (2.456)] 2024-10-18 07:54:16,211 - Train: 69.96% [875250/1251000] [699.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000644] [CE 4.048 (4.007)] [KD 2.462 (2.469)] 2024-10-18 07:54:28,606 - Train: 69.97% [875300/1251000] [699.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000643] [CE 4.144 (3.934)] [KD 2.549 (2.416)] 2024-10-18 07:54:41,450 - Train: 69.97% [875350/1251000] [699.7/1000.0] [batch_t 0.261 (0.257)] [data_t 0.009] [optim_t 0.252] [lr 0.000643] [CE 3.854 (4.024)] [KD 2.460 (2.500)] 2024-10-18 07:54:54,811 - Train: 69.98% [875400/1251000] [699.8/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000643] [CE 4.254 (4.025)] [KD 2.461 (2.458)] 2024-10-18 07:55:07,960 - Train: 69.98% [875450/1251000] [699.8/1000.0] [batch_t 0.253 (0.263)] [data_t 0.009] [optim_t 0.244] [lr 0.000643] [CE 3.402 (4.017)] [KD 2.181 (2.476)] 2024-10-18 07:55:21,357 - Train: 69.98% [875500/1251000] [699.8/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000643] [CE 3.670 (4.010)] [KD 2.464 (2.491)] 2024-10-18 07:55:34,090 - Train: 69.99% [875550/1251000] [699.9/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000643] [CE 4.243 (4.059)] [KD 2.534 (2.504)] 2024-10-18 07:55:45,968 - Train: 69.99% [875600/1251000] [699.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000642] [CE 4.110 (3.959)] [KD 2.531 (2.425)] 2024-10-18 07:55:58,589 - Train: 70.00% [875650/1251000] [700.0/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000642] [CE 3.966 (4.128)] [KD 2.564 (2.537)] 2024-10-18 07:56:11,566 - Train: 70.00% [875700/1251000] [700.0/1000.0] [batch_t 0.231 (0.259)] [data_t 0.009] [optim_t 0.223] [lr 0.000642] [CE 4.096 (4.048)] [KD 2.471 (2.481)] 2024-10-18 07:56:25,137 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.267)] [top1_cnt 39722] [top5_cnt 47353] [top_all 50000] 2024-10-18 07:56:25,137 - net: 79.444 (94.706) 2024-10-18 07:56:39,273 - Test (net_E): 100.00% [50/50] [batch_t 0.099 (0.274)] [top1_cnt 40845] [top5_cnt 47899] [top_all 50000] 2024-10-18 07:56:39,274 - net_E: 81.690 (95.798) 2024-10-18 07:56:39,438 - Max [top1: 79.688 (epoch: 698)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 07:56:39,438 - ==> Total time: 2 days, 16:43:20 Eta: 1 day, 3:44:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 07:56:55,839 - Train: 70.00% [875750/1251000] [700.0/1000.0] [batch_t 0.234 (0.293)] [data_t 0.009] [optim_t 0.225] [lr 0.000642] [CE 4.074 (4.030)] [KD 2.291 (2.439)] 2024-10-18 07:57:08,240 - Train: 70.01% [875800/1251000] [700.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000642] [CE 4.019 (4.076)] [KD 2.444 (2.481)] 2024-10-18 07:57:21,550 - Train: 70.01% [875850/1251000] [700.1/1000.0] [batch_t 0.314 (0.266)] [data_t 0.009] [optim_t 0.305] [lr 0.000642] [CE 3.687 (4.044)] [KD 2.279 (2.439)] 2024-10-18 07:57:35,488 - Train: 70.02% [875900/1251000] [700.2/1000.0] [batch_t 0.299 (0.279)] [data_t 0.009] [optim_t 0.290] [lr 0.000642] [CE 4.716 (3.968)] [KD 2.822 (2.436)] 2024-10-18 07:57:48,982 - Train: 70.02% [875950/1251000] [700.2/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000641] [CE 3.971 (4.019)] [KD 2.372 (2.459)] 2024-10-18 07:58:02,420 - Train: 70.02% [876000/1251000] [700.2/1000.0] [batch_t 0.280 (0.269)] [data_t 0.009] [optim_t 0.271] [lr 0.000641] [CE 4.392 (4.077)] [KD 2.693 (2.511)] 2024-10-18 07:58:15,961 - Train: 70.03% [876050/1251000] [700.3/1000.0] [batch_t 0.234 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.000641] [CE 4.287 (3.995)] [KD 2.606 (2.435)] 2024-10-18 07:58:28,158 - Train: 70.03% [876100/1251000] [700.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000641] [CE 3.511 (3.985)] [KD 2.269 (2.451)] 2024-10-18 07:58:41,337 - Train: 70.04% [876150/1251000] [700.4/1000.0] [batch_t 0.255 (0.263)] [data_t 0.009] [optim_t 0.246] [lr 0.000641] [CE 4.332 (3.974)] [KD 2.720 (2.422)] 2024-10-18 07:58:54,685 - Train: 70.04% [876200/1251000] [700.4/1000.0] [batch_t 0.312 (0.267)] [data_t 0.009] [optim_t 0.303] [lr 0.000641] [CE 3.728 (4.053)] [KD 2.282 (2.478)] 2024-10-18 07:59:08,121 - Train: 70.04% [876250/1251000] [700.4/1000.0] [batch_t 0.233 (0.269)] [data_t 0.009] [optim_t 0.224] [lr 0.000640] [CE 3.934 (3.967)] [KD 2.516 (2.445)] 2024-10-18 07:59:21,790 - Train: 70.05% [876300/1251000] [700.5/1000.0] [batch_t 0.274 (0.273)] [data_t 0.009] [optim_t 0.265] [lr 0.000640] [CE 3.524 (3.971)] [KD 2.205 (2.451)] 2024-10-18 07:59:34,913 - Train: 70.05% [876350/1251000] [700.5/1000.0] [batch_t 0.238 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.000640] [CE 3.665 (4.044)] [KD 2.299 (2.467)] 2024-10-18 07:59:47,154 - Train: 70.06% [876400/1251000] [700.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000640] [CE 4.140 (3.999)] [KD 2.596 (2.442)] 2024-10-18 08:00:00,058 - Train: 70.06% [876450/1251000] [700.6/1000.0] [batch_t 0.279 (0.258)] [data_t 0.009] [optim_t 0.270] [lr 0.000640] [CE 3.913 (3.963)] [KD 2.506 (2.434)] 2024-10-18 08:00:14,018 - Train: 70.06% [876500/1251000] [700.6/1000.0] [batch_t 0.271 (0.279)] [data_t 0.009] [optim_t 0.262] [lr 0.000640] [CE 4.002 (4.046)] [KD 2.524 (2.474)] 2024-10-18 08:00:27,598 - Train: 70.07% [876550/1251000] [700.7/1000.0] [batch_t 0.293 (0.271)] [data_t 0.009] [optim_t 0.284] [lr 0.000640] [CE 3.714 (4.030)] [KD 2.274 (2.461)] 2024-10-18 08:00:41,091 - Train: 70.07% [876600/1251000] [700.7/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.227] [lr 0.000639] [CE 4.591 (4.005)] [KD 2.658 (2.461)] 2024-10-18 08:00:54,596 - Train: 70.08% [876650/1251000] [700.8/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000639] [CE 3.894 (4.031)] [KD 2.433 (2.481)] 2024-10-18 08:01:06,911 - Train: 70.08% [876700/1251000] [700.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.000639] [CE 3.949 (3.979)] [KD 2.540 (2.494)] 2024-10-18 08:01:20,009 - Train: 70.08% [876750/1251000] [700.8/1000.0] [batch_t 0.268 (0.262)] [data_t 0.009] [optim_t 0.259] [lr 0.000639] [CE 3.644 (4.099)] [KD 2.285 (2.499)] 2024-10-18 08:01:33,779 - Train: 70.09% [876800/1251000] [700.9/1000.0] [batch_t 0.259 (0.275)] [data_t 0.009] [optim_t 0.250] [lr 0.000639] [CE 4.020 (4.050)] [KD 2.537 (2.473)] 2024-10-18 08:01:47,417 - Train: 70.09% [876850/1251000] [700.9/1000.0] [batch_t 0.281 (0.273)] [data_t 0.009] [optim_t 0.272] [lr 0.000639] [CE 4.521 (4.055)] [KD 2.490 (2.460)] 2024-10-18 08:02:00,996 - Train: 70.10% [876900/1251000] [701.0/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.000639] [CE 3.445 (3.991)] [KD 2.178 (2.452)] 2024-10-18 08:02:14,544 - Train: 70.10% [876950/1251000] [701.0/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.228] [lr 0.000638] [CE 4.278 (4.050)] [KD 2.540 (2.467)] 2024-10-18 08:02:27,194 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39874] [top5_cnt 47450] [top_all 50000] 2024-10-18 08:02:27,195 - net: 79.748 (94.900) 2024-10-18 08:02:40,170 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 40818] [top5_cnt 47900] [top_all 50000] 2024-10-18 08:02:40,170 - net_E: 81.636 (95.800) 2024-10-18 08:02:40,328 - Max [top1: 79.748 (epoch: 701)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:02:40,329 - ==> Total time: 2 days, 16:49:20 Eta: 1 day, 3:38:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:02:58,983 - Train: 70.10% [877000/1251000] [701.0/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.226] [lr 0.000638] [CE 3.907 (3.991)] [KD 2.504 (2.428)] 2024-10-18 08:03:12,171 - Train: 70.11% [877050/1251000] [701.1/1000.0] [batch_t 0.266 (0.264)] [data_t 0.009] [optim_t 0.258] [lr 0.000638] [CE 3.772 (3.999)] [KD 2.374 (2.477)] 2024-10-18 08:03:25,600 - Train: 70.11% [877100/1251000] [701.1/1000.0] [batch_t 0.301 (0.268)] [data_t 0.009] [optim_t 0.292] [lr 0.000638] [CE 4.324 (4.051)] [KD 2.695 (2.493)] 2024-10-18 08:03:38,660 - Train: 70.12% [877150/1251000] [701.2/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.228] [lr 0.000638] [CE 3.519 (4.022)] [KD 2.247 (2.467)] 2024-10-18 08:03:50,661 - Train: 70.12% [877200/1251000] [701.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000638] [CE 3.746 (4.016)] [KD 2.419 (2.432)] 2024-10-18 08:04:03,157 - Train: 70.12% [877250/1251000] [701.2/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.000637] [CE 4.035 (4.029)] [KD 2.404 (2.424)] 2024-10-18 08:04:16,895 - Train: 70.13% [877300/1251000] [701.3/1000.0] [batch_t 0.288 (0.275)] [data_t 0.009] [optim_t 0.279] [lr 0.000637] [CE 4.431 (4.002)] [KD 2.709 (2.440)] 2024-10-18 08:04:30,286 - Train: 70.13% [877350/1251000] [701.3/1000.0] [batch_t 0.333 (0.268)] [data_t 0.009] [optim_t 0.324] [lr 0.000637] [CE 3.931 (3.980)] [KD 2.358 (2.421)] 2024-10-18 08:04:43,822 - Train: 70.14% [877400/1251000] [701.4/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.000637] [CE 3.885 (3.978)] [KD 2.487 (2.437)] 2024-10-18 08:04:57,846 - Train: 70.14% [877450/1251000] [701.4/1000.0] [batch_t 0.235 (0.280)] [data_t 0.009] [optim_t 0.226] [lr 0.000637] [CE 4.282 (4.015)] [KD 2.622 (2.462)] 2024-10-18 08:05:10,159 - Train: 70.14% [877500/1251000] [701.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000637] [CE 4.485 (3.957)] [KD 2.714 (2.420)] 2024-10-18 08:05:22,894 - Train: 70.15% [877550/1251000] [701.5/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.000637] [CE 4.406 (4.030)] [KD 2.380 (2.486)] 2024-10-18 08:05:36,861 - Train: 70.15% [877600/1251000] [701.5/1000.0] [batch_t 0.309 (0.279)] [data_t 0.009] [optim_t 0.300] [lr 0.000636] [CE 3.729 (3.974)] [KD 2.328 (2.463)] 2024-10-18 08:05:50,792 - Train: 70.16% [877650/1251000] [701.6/1000.0] [batch_t 0.254 (0.279)] [data_t 0.009] [optim_t 0.245] [lr 0.000636] [CE 3.949 (3.949)] [KD 2.454 (2.405)] 2024-10-18 08:06:05,035 - Train: 70.16% [877700/1251000] [701.6/1000.0] [batch_t 0.296 (0.285)] [data_t 0.009] [optim_t 0.287] [lr 0.000636] [CE 4.010 (4.020)] [KD 2.318 (2.463)] 2024-10-18 08:06:18,769 - Train: 70.16% [877750/1251000] [701.6/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.000636] [CE 4.047 (4.004)] [KD 2.428 (2.452)] 2024-10-18 08:06:31,228 - Train: 70.17% [877800/1251000] [701.7/1000.0] [batch_t 0.263 (0.249)] [data_t 0.009] [optim_t 0.254] [lr 0.000636] [CE 4.205 (3.944)] [KD 2.610 (2.452)] 2024-10-18 08:06:44,316 - Train: 70.17% [877850/1251000] [701.7/1000.0] [batch_t 0.251 (0.262)] [data_t 0.009] [optim_t 0.242] [lr 0.000636] [CE 4.176 (4.061)] [KD 2.499 (2.497)] 2024-10-18 08:06:58,071 - Train: 70.18% [877900/1251000] [701.8/1000.0] [batch_t 0.233 (0.275)] [data_t 0.009] [optim_t 0.224] [lr 0.000636] [CE 4.138 (3.964)] [KD 2.494 (2.449)] 2024-10-18 08:07:11,888 - Train: 70.18% [877950/1251000] [701.8/1000.0] [batch_t 0.239 (0.276)] [data_t 0.009] [optim_t 0.230] [lr 0.000635] [CE 4.324 (4.060)] [KD 2.730 (2.499)] 2024-10-18 08:07:25,682 - Train: 70.18% [878000/1251000] [701.8/1000.0] [batch_t 0.263 (0.276)] [data_t 0.009] [optim_t 0.254] [lr 0.000635] [CE 3.847 (3.993)] [KD 2.423 (2.456)] 2024-10-18 08:07:39,442 - Train: 70.19% [878050/1251000] [701.9/1000.0] [batch_t 0.231 (0.275)] [data_t 0.009] [optim_t 0.222] [lr 0.000635] [CE 4.086 (3.979)] [KD 2.461 (2.431)] 2024-10-18 08:07:51,802 - Train: 70.19% [878100/1251000] [701.9/1000.0] [batch_t 0.364 (0.247)] [data_t 0.009] [optim_t 0.355] [lr 0.000635] [CE 3.989 (3.991)] [KD 2.365 (2.433)] 2024-10-18 08:08:05,126 - Train: 70.20% [878150/1251000] [702.0/1000.0] [batch_t 0.327 (0.266)] [data_t 0.009] [optim_t 0.318] [lr 0.000635] [CE 3.324 (3.990)] [KD 2.332 (2.463)] 2024-10-18 08:08:18,553 - Train: 70.20% [878200/1251000] [702.0/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000635] [CE 4.212 (4.003)] [KD 2.499 (2.443)] 2024-10-18 08:08:33,051 - Test (net): 100.00% [50/50] [batch_t 0.112 (0.277)] [top1_cnt 39674] [top5_cnt 47461] [top_all 50000] 2024-10-18 08:08:33,051 - net: 79.348 (94.922) 2024-10-18 08:08:47,191 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.276)] [top1_cnt 40811] [top5_cnt 47907] [top_all 50000] 2024-10-18 08:08:47,191 - net_E: 81.622 (95.814) 2024-10-18 08:08:47,330 - Max [top1: 79.748 (epoch: 701)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:08:47,331 - ==> Total time: 2 days, 16:55:27 Eta: 1 day, 3:33:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:09:03,440 - Train: 70.20% [878250/1251000] [702.0/1000.0] [batch_t 0.235 (0.303)] [data_t 0.009] [optim_t 0.226] [lr 0.000634] [CE 3.789 (4.012)] [KD 2.403 (2.435)] 2024-10-18 08:09:15,548 - Train: 70.21% [878300/1251000] [702.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000634] [CE 4.100 (4.054)] [KD 2.510 (2.451)] 2024-10-18 08:09:28,335 - Train: 70.21% [878350/1251000] [702.1/1000.0] [batch_t 0.286 (0.256)] [data_t 0.009] [optim_t 0.277] [lr 0.000634] [CE 4.290 (3.979)] [KD 2.684 (2.421)] 2024-10-18 08:09:41,522 - Train: 70.22% [878400/1251000] [702.2/1000.0] [batch_t 0.241 (0.264)] [data_t 0.009] [optim_t 0.232] [lr 0.000634] [CE 4.001 (3.985)] [KD 2.529 (2.455)] 2024-10-18 08:09:54,883 - Train: 70.22% [878450/1251000] [702.2/1000.0] [batch_t 0.263 (0.267)] [data_t 0.009] [optim_t 0.254] [lr 0.000634] [CE 3.333 (4.024)] [KD 2.307 (2.467)] 2024-10-18 08:10:08,234 - Train: 70.22% [878500/1251000] [702.2/1000.0] [batch_t 0.296 (0.267)] [data_t 0.009] [optim_t 0.287] [lr 0.000634] [CE 3.943 (4.024)] [KD 2.435 (2.451)] 2024-10-18 08:10:21,649 - Train: 70.23% [878550/1251000] [702.3/1000.0] [batch_t 0.239 (0.268)] [data_t 0.009] [optim_t 0.231] [lr 0.000634] [CE 4.157 (4.053)] [KD 2.465 (2.492)] 2024-10-18 08:10:33,615 - Train: 70.23% [878600/1251000] [702.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000633] [CE 4.278 (4.024)] [KD 2.604 (2.483)] 2024-10-18 08:10:46,293 - Train: 70.24% [878650/1251000] [702.4/1000.0] [batch_t 0.250 (0.253)] [data_t 0.009] [optim_t 0.241] [lr 0.000633] [CE 4.442 (3.981)] [KD 2.577 (2.424)] 2024-10-18 08:11:00,107 - Train: 70.24% [878700/1251000] [702.4/1000.0] [batch_t 0.288 (0.276)] [data_t 0.009] [optim_t 0.279] [lr 0.000633] [CE 4.095 (4.065)] [KD 2.620 (2.483)] 2024-10-18 08:11:13,602 - Train: 70.24% [878750/1251000] [702.4/1000.0] [batch_t 0.288 (0.270)] [data_t 0.009] [optim_t 0.279] [lr 0.000633] [CE 4.085 (4.017)] [KD 2.574 (2.484)] 2024-10-18 08:11:27,125 - Train: 70.25% [878800/1251000] [702.5/1000.0] [batch_t 0.249 (0.270)] [data_t 0.009] [optim_t 0.240] [lr 0.000633] [CE 3.676 (3.954)] [KD 2.138 (2.413)] 2024-10-18 08:11:40,598 - Train: 70.25% [878850/1251000] [702.5/1000.0] [batch_t 0.239 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000633] [CE 3.846 (3.998)] [KD 2.401 (2.454)] 2024-10-18 08:11:52,855 - Train: 70.26% [878900/1251000] [702.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000633] [CE 3.853 (3.980)] [KD 2.332 (2.437)] 2024-10-18 08:12:04,918 - Train: 70.26% [878950/1251000] [702.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000632] [CE 4.112 (4.041)] [KD 2.405 (2.468)] 2024-10-18 08:12:18,715 - Train: 70.26% [879000/1251000] [702.6/1000.0] [batch_t 0.260 (0.276)] [data_t 0.009] [optim_t 0.251] [lr 0.000632] [CE 3.900 (4.011)] [KD 2.203 (2.449)] 2024-10-18 08:12:32,412 - Train: 70.27% [879050/1251000] [702.7/1000.0] [batch_t 0.261 (0.274)] [data_t 0.009] [optim_t 0.252] [lr 0.000632] [CE 4.301 (4.008)] [KD 2.732 (2.444)] 2024-10-18 08:12:45,918 - Train: 70.27% [879100/1251000] [702.7/1000.0] [batch_t 0.236 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000632] [CE 3.390 (3.980)] [KD 2.180 (2.447)] 2024-10-18 08:12:59,554 - Train: 70.28% [879150/1251000] [702.8/1000.0] [batch_t 0.301 (0.273)] [data_t 0.009] [optim_t 0.292] [lr 0.000632] [CE 4.191 (4.068)] [KD 2.565 (2.459)] 2024-10-18 08:13:12,047 - Train: 70.28% [879200/1251000] [702.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000632] [CE 4.029 (3.996)] [KD 2.443 (2.472)] 2024-10-18 08:13:24,119 - Train: 70.28% [879250/1251000] [702.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000631] [CE 3.943 (3.992)] [KD 2.515 (2.471)] 2024-10-18 08:13:37,447 - Train: 70.29% [879300/1251000] [702.9/1000.0] [batch_t 0.295 (0.266)] [data_t 0.009] [optim_t 0.286] [lr 0.000631] [CE 3.876 (3.981)] [KD 2.446 (2.437)] 2024-10-18 08:13:50,684 - Train: 70.29% [879350/1251000] [702.9/1000.0] [batch_t 0.290 (0.265)] [data_t 0.009] [optim_t 0.280] [lr 0.000631] [CE 4.128 (4.010)] [KD 2.478 (2.473)] 2024-10-18 08:14:03,892 - Train: 70.30% [879400/1251000] [703.0/1000.0] [batch_t 0.239 (0.264)] [data_t 0.009] [optim_t 0.231] [lr 0.000631] [CE 4.008 (4.060)] [KD 2.403 (2.486)] 2024-10-18 08:14:16,965 - Train: 70.30% [879450/1251000] [703.0/1000.0] [batch_t 0.232 (0.261)] [data_t 0.009] [optim_t 0.223] [lr 0.000631] [CE 3.727 (3.990)] [KD 2.430 (2.468)] 2024-10-18 08:14:30,254 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 39721] [top5_cnt 47488] [top_all 50000] 2024-10-18 08:14:30,255 - net: 79.442 (94.976) 2024-10-18 08:14:43,168 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40820] [top5_cnt 47912] [top_all 50000] 2024-10-18 08:14:43,169 - net_E: 81.640 (95.824) 2024-10-18 08:14:43,340 - Max [top1: 79.748 (epoch: 701)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:14:43,341 - ==> Total time: 2 days, 17:01:23 Eta: 1 day, 3:28:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:14:58,793 - Train: 70.30% [879500/1251000] [703.0/1000.0] [batch_t 0.234 (0.299)] [data_t 0.009] [optim_t 0.225] [lr 0.000631] [CE 3.683 (3.928)] [KD 2.150 (2.416)] 2024-10-18 08:15:11,726 - Train: 70.31% [879550/1251000] [703.1/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.000631] [CE 4.279 (4.078)] [KD 2.727 (2.481)] 2024-10-18 08:15:25,244 - Train: 70.31% [879600/1251000] [703.1/1000.0] [batch_t 0.258 (0.270)] [data_t 0.009] [optim_t 0.249] [lr 0.000630] [CE 4.048 (4.007)] [KD 2.406 (2.434)] 2024-10-18 08:15:38,301 - Train: 70.32% [879650/1251000] [703.2/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.227] [lr 0.000630] [CE 3.683 (3.968)] [KD 2.250 (2.442)] 2024-10-18 08:15:50,879 - Train: 70.32% [879700/1251000] [703.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000630] [CE 4.061 (3.974)] [KD 2.380 (2.430)] 2024-10-18 08:16:02,969 - Train: 70.32% [879750/1251000] [703.2/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000630] [CE 3.725 (4.047)] [KD 2.437 (2.463)] 2024-10-18 08:16:16,019 - Train: 70.33% [879800/1251000] [703.3/1000.0] [batch_t 0.259 (0.261)] [data_t 0.009] [optim_t 0.250] [lr 0.000630] [CE 3.809 (4.034)] [KD 2.282 (2.467)] 2024-10-18 08:16:29,221 - Train: 70.33% [879850/1251000] [703.3/1000.0] [batch_t 0.259 (0.264)] [data_t 0.009] [optim_t 0.250] [lr 0.000630] [CE 3.543 (3.979)] [KD 2.114 (2.447)] 2024-10-18 08:16:42,568 - Train: 70.34% [879900/1251000] [703.4/1000.0] [batch_t 0.243 (0.267)] [data_t 0.009] [optim_t 0.234] [lr 0.000630] [CE 4.233 (3.935)] [KD 2.464 (2.412)] 2024-10-18 08:16:55,730 - Train: 70.34% [879950/1251000] [703.4/1000.0] [batch_t 0.291 (0.263)] [data_t 0.009] [optim_t 0.282] [lr 0.000629] [CE 3.841 (4.002)] [KD 2.290 (2.419)] 2024-10-18 08:17:08,440 - Train: 70.34% [880000/1251000] [703.4/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.000629] [CE 3.692 (3.961)] [KD 2.421 (2.441)] 2024-10-18 08:17:20,451 - Train: 70.35% [880050/1251000] [703.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000629] [CE 3.755 (4.033)] [KD 2.314 (2.457)] 2024-10-18 08:17:33,177 - Train: 70.35% [880100/1251000] [703.5/1000.0] [batch_t 0.287 (0.254)] [data_t 0.009] [optim_t 0.278] [lr 0.000629] [CE 3.867 (3.964)] [KD 2.274 (2.429)] 2024-10-18 08:17:46,449 - Train: 70.36% [880150/1251000] [703.6/1000.0] [batch_t 0.251 (0.265)] [data_t 0.009] [optim_t 0.242] [lr 0.000629] [CE 4.283 (4.102)] [KD 2.456 (2.503)] 2024-10-18 08:17:59,557 - Train: 70.36% [880200/1251000] [703.6/1000.0] [batch_t 0.256 (0.262)] [data_t 0.009] [optim_t 0.247] [lr 0.000629] [CE 4.281 (3.982)] [KD 2.527 (2.467)] 2024-10-18 08:18:13,055 - Train: 70.36% [880250/1251000] [703.6/1000.0] [batch_t 0.314 (0.270)] [data_t 0.009] [optim_t 0.305] [lr 0.000628] [CE 4.075 (4.035)] [KD 2.593 (2.450)] 2024-10-18 08:18:26,356 - Train: 70.37% [880300/1251000] [703.7/1000.0] [batch_t 0.236 (0.266)] [data_t 0.009] [optim_t 0.227] [lr 0.000628] [CE 3.978 (3.943)] [KD 2.317 (2.428)] 2024-10-18 08:18:38,501 - Train: 70.37% [880350/1251000] [703.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000628] [CE 3.611 (3.943)] [KD 2.296 (2.377)] 2024-10-18 08:18:51,360 - Train: 70.38% [880400/1251000] [703.8/1000.0] [batch_t 0.243 (0.257)] [data_t 0.009] [optim_t 0.234] [lr 0.000628] [CE 3.258 (4.032)] [KD 2.076 (2.442)] 2024-10-18 08:19:04,469 - Train: 70.38% [880450/1251000] [703.8/1000.0] [batch_t 0.250 (0.262)] [data_t 0.009] [optim_t 0.241] [lr 0.000628] [CE 4.713 (4.055)] [KD 2.793 (2.478)] 2024-10-18 08:19:17,216 - Train: 70.38% [880500/1251000] [703.8/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.000628] [CE 3.978 (3.979)] [KD 2.434 (2.440)] 2024-10-18 08:19:30,209 - Train: 70.39% [880550/1251000] [703.9/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000628] [CE 3.701 (4.061)] [KD 2.408 (2.491)] 2024-10-18 08:19:42,860 - Train: 70.39% [880600/1251000] [703.9/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.000627] [CE 3.691 (4.105)] [KD 2.135 (2.488)] 2024-10-18 08:19:54,966 - Train: 70.40% [880650/1251000] [704.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000627] [CE 3.966 (4.047)] [KD 2.382 (2.457)] 2024-10-18 08:20:06,983 - Train: 70.40% [880700/1251000] [704.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000627] [CE 3.911 (4.088)] [KD 2.227 (2.489)] 2024-10-18 08:20:21,093 - Test (net): 100.00% [50/50] [batch_t 0.083 (0.258)] [top1_cnt 39811] [top5_cnt 47450] [top_all 50000] 2024-10-18 08:20:21,093 - net: 79.622 (94.900) 2024-10-18 08:20:34,963 - Test (net_E): 100.00% [50/50] [batch_t 0.126 (0.269)] [top1_cnt 40801] [top5_cnt 47893] [top_all 50000] 2024-10-18 08:20:34,964 - net_E: 81.602 (95.786) 2024-10-18 08:20:35,121 - Max [top1: 79.748 (epoch: 701)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:20:35,122 - ==> Total time: 2 days, 17:07:15 Eta: 1 day, 3:22:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:20:50,618 - Train: 70.40% [880750/1251000] [704.0/1000.0] [batch_t 0.237 (0.305)] [data_t 0.009] [optim_t 0.228] [lr 0.000627] [CE 4.275 (4.010)] [KD 2.666 (2.447)] 2024-10-18 08:21:03,337 - Train: 70.41% [880800/1251000] [704.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000627] [CE 4.180 (3.975)] [KD 2.450 (2.433)] 2024-10-18 08:21:15,607 - Train: 70.41% [880850/1251000] [704.1/1000.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.000627] [CE 4.403 (3.965)] [KD 2.583 (2.391)] 2024-10-18 08:21:28,491 - Train: 70.42% [880900/1251000] [704.2/1000.0] [batch_t 0.276 (0.258)] [data_t 0.009] [optim_t 0.267] [lr 0.000627] [CE 4.183 (4.070)] [KD 2.463 (2.433)] 2024-10-18 08:21:42,311 - Train: 70.42% [880950/1251000] [704.2/1000.0] [batch_t 0.290 (0.276)] [data_t 0.009] [optim_t 0.281] [lr 0.000626] [CE 3.858 (4.033)] [KD 2.400 (2.470)] 2024-10-18 08:21:55,985 - Train: 70.42% [881000/1251000] [704.2/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.000626] [CE 3.985 (4.038)] [KD 2.435 (2.468)] 2024-10-18 08:22:09,460 - Train: 70.43% [881050/1251000] [704.3/1000.0] [batch_t 0.270 (0.269)] [data_t 0.009] [optim_t 0.261] [lr 0.000626] [CE 4.307 (4.054)] [KD 2.583 (2.479)] 2024-10-18 08:22:23,093 - Train: 70.43% [881100/1251000] [704.3/1000.0] [batch_t 0.309 (0.273)] [data_t 0.009] [optim_t 0.300] [lr 0.000626] [CE 4.412 (4.011)] [KD 2.544 (2.460)] 2024-10-18 08:22:35,749 - Train: 70.44% [881150/1251000] [704.4/1000.0] [batch_t 0.274 (0.253)] [data_t 0.009] [optim_t 0.265] [lr 0.000626] [CE 4.026 (3.983)] [KD 2.434 (2.429)] 2024-10-18 08:22:48,155 - Train: 70.44% [881200/1251000] [704.4/1000.0] [batch_t 0.380 (0.248)] [data_t 0.009] [optim_t 0.371] [lr 0.000626] [CE 3.216 (4.057)] [KD 2.130 (2.448)] 2024-10-18 08:23:01,210 - Train: 70.44% [881250/1251000] [704.4/1000.0] [batch_t 0.273 (0.261)] [data_t 0.009] [optim_t 0.264] [lr 0.000625] [CE 4.301 (4.041)] [KD 2.715 (2.469)] 2024-10-18 08:23:14,645 - Train: 70.45% [881300/1251000] [704.5/1000.0] [batch_t 0.266 (0.269)] [data_t 0.009] [optim_t 0.257] [lr 0.000625] [CE 4.293 (3.977)] [KD 2.706 (2.470)] 2024-10-18 08:23:27,978 - Train: 70.45% [881350/1251000] [704.5/1000.0] [batch_t 0.300 (0.267)] [data_t 0.009] [optim_t 0.291] [lr 0.000625] [CE 3.520 (4.001)] [KD 2.215 (2.448)] 2024-10-18 08:23:41,363 - Train: 70.46% [881400/1251000] [704.6/1000.0] [batch_t 0.237 (0.268)] [data_t 0.009] [optim_t 0.228] [lr 0.000625] [CE 3.997 (4.008)] [KD 2.425 (2.448)] 2024-10-18 08:23:54,423 - Train: 70.46% [881450/1251000] [704.6/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000625] [CE 3.863 (3.996)] [KD 2.337 (2.414)] 2024-10-18 08:24:06,698 - Train: 70.46% [881500/1251000] [704.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000625] [CE 3.846 (3.986)] [KD 2.471 (2.436)] 2024-10-18 08:24:19,484 - Train: 70.47% [881550/1251000] [704.7/1000.0] [batch_t 0.268 (0.256)] [data_t 0.009] [optim_t 0.259] [lr 0.000625] [CE 3.759 (4.002)] [KD 2.291 (2.440)] 2024-10-18 08:24:32,704 - Train: 70.47% [881600/1251000] [704.7/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000624] [CE 4.508 (3.970)] [KD 2.603 (2.446)] 2024-10-18 08:24:45,899 - Train: 70.48% [881650/1251000] [704.8/1000.0] [batch_t 0.286 (0.264)] [data_t 0.009] [optim_t 0.277] [lr 0.000624] [CE 4.119 (3.972)] [KD 2.381 (2.409)] 2024-10-18 08:24:59,494 - Train: 70.48% [881700/1251000] [704.8/1000.0] [batch_t 0.290 (0.272)] [data_t 0.009] [optim_t 0.281] [lr 0.000624] [CE 4.652 (4.034)] [KD 2.765 (2.466)] 2024-10-18 08:25:12,670 - Train: 70.48% [881750/1251000] [704.8/1000.0] [batch_t 0.243 (0.263)] [data_t 0.009] [optim_t 0.234] [lr 0.000624] [CE 3.802 (4.012)] [KD 2.449 (2.477)] 2024-10-18 08:25:24,687 - Train: 70.49% [881800/1251000] [704.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000624] [CE 3.927 (4.029)] [KD 2.358 (2.464)] 2024-10-18 08:25:37,092 - Train: 70.49% [881850/1251000] [704.9/1000.0] [batch_t 0.264 (0.248)] [data_t 0.009] [optim_t 0.255] [lr 0.000624] [CE 4.127 (4.038)] [KD 2.599 (2.477)] 2024-10-18 08:25:50,393 - Train: 70.50% [881900/1251000] [705.0/1000.0] [batch_t 0.298 (0.266)] [data_t 0.009] [optim_t 0.289] [lr 0.000624] [CE 3.834 (4.014)] [KD 2.399 (2.468)] 2024-10-18 08:26:03,581 - Train: 70.50% [881950/1251000] [705.0/1000.0] [batch_t 0.230 (0.264)] [data_t 0.009] [optim_t 0.221] [lr 0.000623] [CE 3.786 (4.028)] [KD 2.408 (2.466)] 2024-10-18 08:26:18,980 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.280)] [top1_cnt 39712] [top5_cnt 47451] [top_all 50000] 2024-10-18 08:26:18,980 - net: 79.424 (94.902) 2024-10-18 08:26:33,394 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.280)] [top1_cnt 40821] [top5_cnt 47893] [top_all 50000] 2024-10-18 08:26:33,395 - net_E: 81.642 (95.786) 2024-10-18 08:26:33,557 - Max [top1: 79.748 (epoch: 701)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:26:33,558 - ==> Total time: 2 days, 17:13:14 Eta: 1 day, 3:17:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:26:49,653 - Train: 70.50% [882000/1251000] [705.0/1000.0] [batch_t 0.240 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000623] [CE 4.090 (3.998)] [KD 2.282 (2.436)] 2024-10-18 08:27:02,129 - Train: 70.51% [882050/1251000] [705.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000623] [CE 4.172 (3.994)] [KD 2.585 (2.440)] 2024-10-18 08:27:14,078 - Train: 70.51% [882100/1251000] [705.1/1000.0] [batch_t 0.325 (0.239)] [data_t 0.009] [optim_t 0.316] [lr 0.000623] [CE 4.000 (3.964)] [KD 2.465 (2.412)] 2024-10-18 08:27:26,867 - Train: 70.52% [882150/1251000] [705.2/1000.0] [batch_t 0.245 (0.256)] [data_t 0.009] [optim_t 0.236] [lr 0.000623] [CE 4.284 (4.030)] [KD 2.509 (2.435)] 2024-10-18 08:27:39,794 - Train: 70.52% [882200/1251000] [705.2/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.000623] [CE 4.281 (4.022)] [KD 2.670 (2.444)] 2024-10-18 08:27:52,658 - Train: 70.52% [882250/1251000] [705.2/1000.0] [batch_t 0.265 (0.257)] [data_t 0.009] [optim_t 0.256] [lr 0.000622] [CE 3.531 (4.030)] [KD 2.339 (2.472)] 2024-10-18 08:28:04,845 - Train: 70.53% [882300/1251000] [705.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000622] [CE 3.857 (4.002)] [KD 2.330 (2.456)] 2024-10-18 08:28:17,127 - Train: 70.53% [882350/1251000] [705.3/1000.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.000622] [CE 3.432 (4.043)] [KD 2.261 (2.466)] 2024-10-18 08:28:31,082 - Train: 70.54% [882400/1251000] [705.4/1000.0] [batch_t 0.262 (0.279)] [data_t 0.009] [optim_t 0.253] [lr 0.000622] [CE 3.902 (4.008)] [KD 2.424 (2.450)] 2024-10-18 08:28:45,023 - Train: 70.54% [882450/1251000] [705.4/1000.0] [batch_t 0.270 (0.279)] [data_t 0.009] [optim_t 0.261] [lr 0.000622] [CE 3.997 (3.988)] [KD 2.479 (2.446)] 2024-10-18 08:28:58,962 - Train: 70.54% [882500/1251000] [705.4/1000.0] [batch_t 0.239 (0.279)] [data_t 0.009] [optim_t 0.230] [lr 0.000622] [CE 4.051 (3.996)] [KD 2.502 (2.462)] 2024-10-18 08:29:13,062 - Train: 70.55% [882550/1251000] [705.5/1000.0] [batch_t 0.295 (0.282)] [data_t 0.009] [optim_t 0.286] [lr 0.000622] [CE 4.277 (4.016)] [KD 2.572 (2.438)] 2024-10-18 08:29:25,509 - Train: 70.55% [882600/1251000] [705.5/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000621] [CE 4.066 (4.038)] [KD 2.373 (2.443)] 2024-10-18 08:29:38,114 - Train: 70.56% [882650/1251000] [705.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000621] [CE 3.963 (4.043)] [KD 2.506 (2.471)] 2024-10-18 08:29:51,534 - Train: 70.56% [882700/1251000] [705.6/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.000621] [CE 4.057 (4.034)] [KD 2.558 (2.461)] 2024-10-18 08:30:05,189 - Train: 70.56% [882750/1251000] [705.6/1000.0] [batch_t 0.278 (0.273)] [data_t 0.009] [optim_t 0.269] [lr 0.000621] [CE 4.068 (3.982)] [KD 2.488 (2.427)] 2024-10-18 08:30:19,083 - Train: 70.57% [882800/1251000] [705.7/1000.0] [batch_t 0.267 (0.278)] [data_t 0.009] [optim_t 0.258] [lr 0.000621] [CE 3.787 (4.021)] [KD 2.132 (2.378)] 2024-10-18 08:30:33,215 - Train: 70.57% [882850/1251000] [705.7/1000.0] [batch_t 0.279 (0.283)] [data_t 0.009] [optim_t 0.270] [lr 0.000621] [CE 4.207 (3.972)] [KD 2.495 (2.426)] 2024-10-18 08:30:45,889 - Train: 70.58% [882900/1251000] [705.8/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000621] [CE 3.301 (4.001)] [KD 2.102 (2.419)] 2024-10-18 08:30:58,853 - Train: 70.58% [882950/1251000] [705.8/1000.0] [batch_t 0.278 (0.259)] [data_t 0.009] [optim_t 0.269] [lr 0.000620] [CE 4.063 (3.989)] [KD 2.449 (2.429)] 2024-10-18 08:31:12,736 - Train: 70.58% [883000/1251000] [705.8/1000.0] [batch_t 0.233 (0.278)] [data_t 0.009] [optim_t 0.224] [lr 0.000620] [CE 3.893 (4.022)] [KD 2.485 (2.445)] 2024-10-18 08:31:26,503 - Train: 70.59% [883050/1251000] [705.9/1000.0] [batch_t 0.267 (0.275)] [data_t 0.009] [optim_t 0.258] [lr 0.000620] [CE 4.215 (3.986)] [KD 2.632 (2.450)] 2024-10-18 08:31:40,628 - Train: 70.59% [883100/1251000] [705.9/1000.0] [batch_t 0.262 (0.282)] [data_t 0.009] [optim_t 0.253] [lr 0.000620] [CE 4.472 (4.056)] [KD 2.752 (2.459)] 2024-10-18 08:31:54,683 - Train: 70.60% [883150/1251000] [706.0/1000.0] [batch_t 0.285 (0.281)] [data_t 0.009] [optim_t 0.276] [lr 0.000620] [CE 3.981 (3.998)] [KD 2.461 (2.443)] 2024-10-18 08:32:07,302 - Train: 70.60% [883200/1251000] [706.0/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000620] [CE 4.252 (4.008)] [KD 2.589 (2.459)] 2024-10-18 08:32:22,448 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 39923] [top5_cnt 47494] [top_all 50000] 2024-10-18 08:32:22,449 - net: 79.846 (94.988) 2024-10-18 08:32:36,507 - Test (net_E): 100.00% [50/50] [batch_t 0.130 (0.273)] [top1_cnt 40840] [top5_cnt 47916] [top_all 50000] 2024-10-18 08:32:36,507 - net_E: 81.680 (95.832) 2024-10-18 08:32:36,651 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:32:36,652 - ==> Total time: 2 days, 17:19:17 Eta: 1 day, 3:12:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:32:54,071 - Train: 70.60% [883250/1251000] [706.0/1000.0] [batch_t 0.239 (0.267)] [data_t 0.009] [optim_t 0.230] [lr 0.000620] [CE 3.888 (3.931)] [KD 2.465 (2.400)] 2024-10-18 08:33:06,920 - Train: 70.61% [883300/1251000] [706.1/1000.0] [batch_t 0.280 (0.257)] [data_t 0.009] [optim_t 0.271] [lr 0.000619] [CE 3.763 (4.013)] [KD 2.275 (2.460)] 2024-10-18 08:33:19,896 - Train: 70.61% [883350/1251000] [706.1/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.000619] [CE 4.232 (3.986)] [KD 2.700 (2.429)] 2024-10-18 08:33:31,792 - Train: 70.62% [883400/1251000] [706.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000619] [CE 3.943 (3.964)] [KD 2.487 (2.409)] 2024-10-18 08:33:43,990 - Train: 70.62% [883450/1251000] [706.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000619] [CE 4.481 (4.059)] [KD 2.631 (2.461)] 2024-10-18 08:33:56,836 - Train: 70.62% [883500/1251000] [706.2/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000619] [CE 4.500 (3.982)] [KD 2.489 (2.394)] 2024-10-18 08:34:09,601 - Train: 70.63% [883550/1251000] [706.3/1000.0] [batch_t 0.237 (0.255)] [data_t 0.009] [optim_t 0.228] [lr 0.000619] [CE 3.983 (4.031)] [KD 2.343 (2.445)] 2024-10-18 08:34:23,072 - Train: 70.63% [883600/1251000] [706.3/1000.0] [batch_t 0.255 (0.269)] [data_t 0.009] [optim_t 0.246] [lr 0.000618] [CE 3.696 (3.973)] [KD 2.178 (2.393)] 2024-10-18 08:34:36,441 - Train: 70.64% [883650/1251000] [706.4/1000.0] [batch_t 0.301 (0.267)] [data_t 0.009] [optim_t 0.292] [lr 0.000618] [CE 4.129 (3.989)] [KD 2.506 (2.433)] 2024-10-18 08:34:48,937 - Train: 70.64% [883700/1251000] [706.4/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000618] [CE 4.269 (4.018)] [KD 2.559 (2.459)] 2024-10-18 08:35:01,059 - Train: 70.64% [883750/1251000] [706.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000618] [CE 4.437 (3.993)] [KD 2.691 (2.425)] 2024-10-18 08:35:14,026 - Train: 70.65% [883800/1251000] [706.5/1000.0] [batch_t 0.252 (0.259)] [data_t 0.009] [optim_t 0.243] [lr 0.000618] [CE 3.740 (3.875)] [KD 2.236 (2.366)] 2024-10-18 08:35:27,012 - Train: 70.65% [883850/1251000] [706.5/1000.0] [batch_t 0.273 (0.260)] [data_t 0.009] [optim_t 0.264] [lr 0.000618] [CE 4.069 (3.997)] [KD 2.648 (2.463)] 2024-10-18 08:35:40,313 - Train: 70.66% [883900/1251000] [706.6/1000.0] [batch_t 0.278 (0.266)] [data_t 0.009] [optim_t 0.269] [lr 0.000618] [CE 4.134 (3.943)] [KD 2.450 (2.380)] 2024-10-18 08:35:53,778 - Train: 70.66% [883950/1251000] [706.6/1000.0] [batch_t 0.268 (0.269)] [data_t 0.009] [optim_t 0.259] [lr 0.000617] [CE 3.899 (4.041)] [KD 2.401 (2.440)] 2024-10-18 08:36:06,280 - Train: 70.66% [884000/1251000] [706.6/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000617] [CE 3.941 (4.013)] [KD 2.662 (2.475)] 2024-10-18 08:36:18,369 - Train: 70.67% [884050/1251000] [706.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000617] [CE 4.102 (4.046)] [KD 2.251 (2.461)] 2024-10-18 08:36:31,766 - Train: 70.67% [884100/1251000] [706.7/1000.0] [batch_t 0.247 (0.268)] [data_t 0.009] [optim_t 0.238] [lr 0.000617] [CE 3.935 (4.009)] [KD 2.405 (2.460)] 2024-10-18 08:36:45,006 - Train: 70.68% [884150/1251000] [706.8/1000.0] [batch_t 0.239 (0.265)] [data_t 0.009] [optim_t 0.230] [lr 0.000617] [CE 4.036 (4.065)] [KD 2.457 (2.488)] 2024-10-18 08:36:58,589 - Train: 70.68% [884200/1251000] [706.8/1000.0] [batch_t 0.274 (0.272)] [data_t 0.009] [optim_t 0.265] [lr 0.000617] [CE 4.399 (4.019)] [KD 2.756 (2.458)] 2024-10-18 08:37:12,168 - Train: 70.68% [884250/1251000] [706.8/1000.0] [batch_t 0.272 (0.271)] [data_t 0.009] [optim_t 0.263] [lr 0.000617] [CE 4.086 (4.105)] [KD 2.663 (2.508)] 2024-10-18 08:37:25,157 - Train: 70.69% [884300/1251000] [706.9/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.000616] [CE 4.141 (4.018)] [KD 2.600 (2.472)] 2024-10-18 08:37:37,269 - Train: 70.69% [884350/1251000] [706.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000616] [CE 4.084 (4.045)] [KD 2.509 (2.443)] 2024-10-18 08:37:50,355 - Train: 70.70% [884400/1251000] [707.0/1000.0] [batch_t 0.265 (0.262)] [data_t 0.009] [optim_t 0.256] [lr 0.000616] [CE 4.178 (3.976)] [KD 2.616 (2.416)] 2024-10-18 08:38:03,763 - Train: 70.70% [884450/1251000] [707.0/1000.0] [batch_t 0.235 (0.268)] [data_t 0.009] [optim_t 0.226] [lr 0.000616] [CE 4.481 (4.017)] [KD 2.761 (2.465)] 2024-10-18 08:38:19,030 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.268)] [top1_cnt 39774] [top5_cnt 47397] [top_all 50000] 2024-10-18 08:38:19,031 - net: 79.548 (94.794) 2024-10-18 08:38:32,852 - Test (net_E): 100.00% [50/50] [batch_t 0.127 (0.268)] [top1_cnt 40836] [top5_cnt 47907] [top_all 50000] 2024-10-18 08:38:32,852 - net_E: 81.672 (95.814) 2024-10-18 08:38:33,027 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:38:33,027 - ==> Total time: 2 days, 17:25:13 Eta: 1 day, 3:06:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:38:47,723 - Train: 70.70% [884500/1251000] [707.0/1000.0] [batch_t 0.234 (0.308)] [data_t 0.009] [optim_t 0.225] [lr 0.000616] [CE 4.030 (3.987)] [KD 2.407 (2.401)] 2024-10-18 08:38:59,629 - Train: 70.71% [884550/1251000] [707.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000616] [CE 4.241 (4.034)] [KD 2.633 (2.468)] 2024-10-18 08:39:11,771 - Train: 70.71% [884600/1251000] [707.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000616] [CE 4.549 (4.076)] [KD 2.706 (2.443)] 2024-10-18 08:39:24,978 - Train: 70.72% [884650/1251000] [707.2/1000.0] [batch_t 0.315 (0.264)] [data_t 0.009] [optim_t 0.306] [lr 0.000615] [CE 3.992 (4.054)] [KD 2.536 (2.493)] 2024-10-18 08:39:37,965 - Train: 70.72% [884700/1251000] [707.2/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000615] [CE 4.406 (3.980)] [KD 2.507 (2.433)] 2024-10-18 08:39:51,076 - Train: 70.72% [884750/1251000] [707.2/1000.0] [batch_t 0.253 (0.262)] [data_t 0.009] [optim_t 0.244] [lr 0.000615] [CE 4.486 (4.021)] [KD 2.827 (2.454)] 2024-10-18 08:40:04,586 - Train: 70.73% [884800/1251000] [707.3/1000.0] [batch_t 0.251 (0.270)] [data_t 0.024] [optim_t 0.227] [lr 0.000615] [CE 3.868 (4.011)] [KD 2.473 (2.430)] 2024-10-18 08:40:16,645 - Train: 70.73% [884850/1251000] [707.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000615] [CE 4.272 (4.057)] [KD 2.495 (2.427)] 2024-10-18 08:40:28,697 - Train: 70.74% [884900/1251000] [707.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000615] [CE 3.195 (3.981)] [KD 2.119 (2.396)] 2024-10-18 08:40:42,002 - Train: 70.74% [884950/1251000] [707.4/1000.0] [batch_t 0.287 (0.266)] [data_t 0.009] [optim_t 0.278] [lr 0.000614] [CE 3.721 (4.022)] [KD 2.324 (2.414)] 2024-10-18 08:40:56,156 - Train: 70.74% [885000/1251000] [707.4/1000.0] [batch_t 0.283 (0.283)] [data_t 0.009] [optim_t 0.274] [lr 0.000614] [CE 4.057 (4.000)] [KD 2.576 (2.440)] 2024-10-18 08:41:10,219 - Train: 70.75% [885050/1251000] [707.5/1000.0] [batch_t 0.299 (0.281)] [data_t 0.009] [optim_t 0.290] [lr 0.000614] [CE 3.940 (4.071)] [KD 2.151 (2.484)] 2024-10-18 08:41:24,344 - Train: 70.75% [885100/1251000] [707.5/1000.0] [batch_t 0.306 (0.282)] [data_t 0.009] [optim_t 0.298] [lr 0.000614] [CE 4.438 (4.020)] [KD 2.475 (2.432)] 2024-10-18 08:41:36,728 - Train: 70.76% [885150/1251000] [707.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000614] [CE 3.698 (3.993)] [KD 2.200 (2.412)] 2024-10-18 08:41:49,324 - Train: 70.76% [885200/1251000] [707.6/1000.0] [batch_t 0.269 (0.252)] [data_t 0.009] [optim_t 0.260] [lr 0.000614] [CE 3.746 (3.996)] [KD 2.364 (2.439)] 2024-10-18 08:42:03,256 - Train: 70.76% [885250/1251000] [707.6/1000.0] [batch_t 0.277 (0.279)] [data_t 0.009] [optim_t 0.268] [lr 0.000614] [CE 3.994 (3.982)] [KD 2.516 (2.389)] 2024-10-18 08:42:17,532 - Train: 70.77% [885300/1251000] [707.7/1000.0] [batch_t 0.233 (0.285)] [data_t 0.009] [optim_t 0.224] [lr 0.000613] [CE 3.778 (4.057)] [KD 2.317 (2.463)] 2024-10-18 08:42:31,363 - Train: 70.77% [885350/1251000] [707.7/1000.0] [batch_t 0.275 (0.277)] [data_t 0.009] [optim_t 0.266] [lr 0.000613] [CE 4.035 (4.071)] [KD 2.358 (2.449)] 2024-10-18 08:42:45,252 - Train: 70.78% [885400/1251000] [707.8/1000.0] [batch_t 0.242 (0.278)] [data_t 0.009] [optim_t 0.233] [lr 0.000613] [CE 4.491 (3.978)] [KD 2.697 (2.409)] 2024-10-18 08:42:57,504 - Train: 70.78% [885450/1251000] [707.8/1000.0] [batch_t 0.290 (0.245)] [data_t 0.009] [optim_t 0.281] [lr 0.000613] [CE 4.039 (3.969)] [KD 2.350 (2.408)] 2024-10-18 08:43:10,393 - Train: 70.78% [885500/1251000] [707.8/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.227] [lr 0.000613] [CE 3.776 (3.983)] [KD 2.280 (2.435)] 2024-10-18 08:43:24,227 - Train: 70.79% [885550/1251000] [707.9/1000.0] [batch_t 0.273 (0.277)] [data_t 0.009] [optim_t 0.264] [lr 0.000613] [CE 3.932 (4.015)] [KD 2.413 (2.448)] 2024-10-18 08:43:37,594 - Train: 70.79% [885600/1251000] [707.9/1000.0] [batch_t 0.281 (0.267)] [data_t 0.009] [optim_t 0.273] [lr 0.000613] [CE 3.868 (4.049)] [KD 2.559 (2.478)] 2024-10-18 08:43:51,177 - Train: 70.80% [885650/1251000] [708.0/1000.0] [batch_t 0.288 (0.272)] [data_t 0.009] [optim_t 0.279] [lr 0.000612] [CE 4.082 (4.028)] [KD 2.551 (2.460)] 2024-10-18 08:44:04,791 - Train: 70.80% [885700/1251000] [708.0/1000.0] [batch_t 0.351 (0.272)] [data_t 0.009] [optim_t 0.342] [lr 0.000612] [CE 4.189 (3.967)] [KD 2.646 (2.407)] 2024-10-18 08:44:19,087 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39877] [top5_cnt 47457] [top_all 50000] 2024-10-18 08:44:19,088 - net: 79.754 (94.914) 2024-10-18 08:44:32,273 - Test (net_E): 100.00% [50/50] [batch_t 0.073 (0.255)] [top1_cnt 40811] [top5_cnt 47904] [top_all 50000] 2024-10-18 08:44:32,273 - net_E: 81.622 (95.808) 2024-10-18 08:44:32,428 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:44:32,428 - ==> Total time: 2 days, 17:31:13 Eta: 1 day, 3:01:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:44:46,825 - Train: 70.80% [885750/1251000] [708.0/1000.0] [batch_t 0.291 (0.307)] [data_t 0.009] [optim_t 0.282] [lr 0.000612] [CE 3.931 (3.988)] [KD 2.312 (2.392)] 2024-10-18 08:45:00,844 - Train: 70.81% [885800/1251000] [708.1/1000.0] [batch_t 0.238 (0.280)] [data_t 0.009] [optim_t 0.229] [lr 0.000612] [CE 4.204 (4.001)] [KD 2.740 (2.427)] 2024-10-18 08:45:14,436 - Train: 70.81% [885850/1251000] [708.1/1000.0] [batch_t 0.288 (0.272)] [data_t 0.009] [optim_t 0.279] [lr 0.000612] [CE 3.900 (4.021)] [KD 2.308 (2.415)] 2024-10-18 08:45:28,384 - Train: 70.82% [885900/1251000] [708.2/1000.0] [batch_t 0.234 (0.279)] [data_t 0.009] [optim_t 0.225] [lr 0.000612] [CE 3.973 (3.990)] [KD 2.429 (2.431)] 2024-10-18 08:45:40,693 - Train: 70.82% [885950/1251000] [708.2/1000.0] [batch_t 0.303 (0.246)] [data_t 0.009] [optim_t 0.294] [lr 0.000612] [CE 3.689 (3.986)] [KD 2.118 (2.402)] 2024-10-18 08:45:53,439 - Train: 70.82% [886000/1251000] [708.2/1000.0] [batch_t 0.255 (0.255)] [data_t 0.009] [optim_t 0.246] [lr 0.000611] [CE 3.970 (4.070)] [KD 2.204 (2.443)] 2024-10-18 08:46:07,218 - Train: 70.83% [886050/1251000] [708.3/1000.0] [batch_t 0.264 (0.275)] [data_t 0.009] [optim_t 0.255] [lr 0.000611] [CE 3.845 (4.000)] [KD 2.460 (2.418)] 2024-10-18 08:46:21,022 - Train: 70.83% [886100/1251000] [708.3/1000.0] [batch_t 0.257 (0.276)] [data_t 0.009] [optim_t 0.248] [lr 0.000611] [CE 4.237 (3.966)] [KD 2.518 (2.402)] 2024-10-18 08:46:34,804 - Train: 70.84% [886150/1251000] [708.4/1000.0] [batch_t 0.286 (0.276)] [data_t 0.009] [optim_t 0.277] [lr 0.000611] [CE 4.694 (4.056)] [KD 2.781 (2.428)] 2024-10-18 08:46:49,013 - Train: 70.84% [886200/1251000] [708.4/1000.0] [batch_t 0.320 (0.284)] [data_t 0.009] [optim_t 0.311] [lr 0.000611] [CE 4.169 (4.026)] [KD 2.445 (2.466)] 2024-10-18 08:47:01,385 - Train: 70.84% [886250/1251000] [708.4/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.000611] [CE 3.995 (3.983)] [KD 2.429 (2.435)] 2024-10-18 08:47:14,718 - Train: 70.85% [886300/1251000] [708.5/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000610] [CE 3.577 (3.945)] [KD 2.365 (2.402)] 2024-10-18 08:47:28,606 - Train: 70.85% [886350/1251000] [708.5/1000.0] [batch_t 0.292 (0.278)] [data_t 0.009] [optim_t 0.283] [lr 0.000610] [CE 4.453 (4.018)] [KD 2.678 (2.440)] 2024-10-18 08:47:42,523 - Train: 70.86% [886400/1251000] [708.6/1000.0] [batch_t 0.246 (0.278)] [data_t 0.009] [optim_t 0.237] [lr 0.000610] [CE 3.873 (3.991)] [KD 2.485 (2.436)] 2024-10-18 08:47:56,307 - Train: 70.86% [886450/1251000] [708.6/1000.0] [batch_t 0.272 (0.276)] [data_t 0.009] [optim_t 0.263] [lr 0.000610] [CE 3.900 (3.994)] [KD 2.147 (2.417)] 2024-10-18 08:48:10,459 - Train: 70.86% [886500/1251000] [708.6/1000.0] [batch_t 0.360 (0.283)] [data_t 0.009] [optim_t 0.351] [lr 0.000610] [CE 4.150 (4.030)] [KD 2.528 (2.437)] 2024-10-18 08:48:23,230 - Train: 70.87% [886550/1251000] [708.7/1000.0] [batch_t 0.249 (0.255)] [data_t 0.009] [optim_t 0.240] [lr 0.000610] [CE 3.860 (3.992)] [KD 2.156 (2.443)] 2024-10-18 08:48:36,942 - Train: 70.87% [886600/1251000] [708.7/1000.0] [batch_t 0.264 (0.274)] [data_t 0.009] [optim_t 0.255] [lr 0.000610] [CE 4.080 (3.972)] [KD 2.310 (2.428)] 2024-10-18 08:48:51,281 - Train: 70.88% [886650/1251000] [708.8/1000.0] [batch_t 0.279 (0.287)] [data_t 0.009] [optim_t 0.270] [lr 0.000609] [CE 3.908 (4.018)] [KD 2.533 (2.442)] 2024-10-18 08:49:05,389 - Train: 70.88% [886700/1251000] [708.8/1000.0] [batch_t 0.277 (0.282)] [data_t 0.009] [optim_t 0.268] [lr 0.000609] [CE 3.715 (4.006)] [KD 2.167 (2.426)] 2024-10-18 08:49:19,495 - Train: 70.88% [886750/1251000] [708.8/1000.0] [batch_t 0.241 (0.282)] [data_t 0.009] [optim_t 0.232] [lr 0.000609] [CE 3.532 (4.013)] [KD 1.991 (2.434)] 2024-10-18 08:49:32,844 - Train: 70.89% [886800/1251000] [708.9/1000.0] [batch_t 0.232 (0.267)] [data_t 0.009] [optim_t 0.223] [lr 0.000609] [CE 3.802 (3.965)] [KD 2.297 (2.426)] 2024-10-18 08:49:45,409 - Train: 70.89% [886850/1251000] [708.9/1000.0] [batch_t 0.284 (0.251)] [data_t 0.009] [optim_t 0.276] [lr 0.000609] [CE 3.892 (4.065)] [KD 2.285 (2.472)] 2024-10-18 08:49:59,141 - Train: 70.90% [886900/1251000] [709.0/1000.0] [batch_t 0.299 (0.275)] [data_t 0.009] [optim_t 0.290] [lr 0.000609] [CE 4.717 (3.968)] [KD 2.803 (2.404)] 2024-10-18 08:50:13,125 - Train: 70.90% [886950/1251000] [709.0/1000.0] [batch_t 0.236 (0.280)] [data_t 0.009] [optim_t 0.227] [lr 0.000609] [CE 4.348 (4.002)] [KD 2.628 (2.454)] 2024-10-18 08:50:29,328 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.276)] [top1_cnt 39644] [top5_cnt 47374] [top_all 50000] 2024-10-18 08:50:29,328 - net: 79.288 (94.748) 2024-10-18 08:50:42,669 - Test (net_E): 100.00% [50/50] [batch_t 0.101 (0.258)] [top1_cnt 40822] [top5_cnt 47890] [top_all 50000] 2024-10-18 08:50:42,669 - net_E: 81.644 (95.780) 2024-10-18 08:50:42,834 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.690 (epoch: 699)] 2024-10-18 08:50:42,834 - ==> Total time: 2 days, 17:37:23 Eta: 1 day, 2:56:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:50:56,933 - Train: 70.90% [887000/1251000] [709.0/1000.0] [batch_t 0.234 (0.308)] [data_t 0.009] [optim_t 0.225] [lr 0.000608] [CE 3.611 (4.043)] [KD 2.196 (2.447)] 2024-10-18 08:51:08,951 - Train: 70.91% [887050/1251000] [709.1/1000.0] [batch_t 0.392 (0.240)] [data_t 0.009] [optim_t 0.383] [lr 0.000608] [CE 3.859 (3.959)] [KD 2.285 (2.391)] 2024-10-18 08:51:21,197 - Train: 70.91% [887100/1251000] [709.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000608] [CE 3.794 (3.933)] [KD 2.298 (2.394)] 2024-10-18 08:51:33,344 - Train: 70.92% [887150/1251000] [709.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000608] [CE 4.003 (3.896)] [KD 2.228 (2.342)] 2024-10-18 08:51:46,454 - Train: 70.92% [887200/1251000] [709.2/1000.0] [batch_t 0.236 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.000608] [CE 4.015 (3.920)] [KD 2.591 (2.387)] 2024-10-18 08:51:59,585 - Train: 70.92% [887250/1251000] [709.2/1000.0] [batch_t 0.298 (0.262)] [data_t 0.009] [optim_t 0.289] [lr 0.000608] [CE 4.369 (4.039)] [KD 2.766 (2.457)] 2024-10-18 08:52:12,465 - Train: 70.93% [887300/1251000] [709.3/1000.0] [batch_t 0.259 (0.257)] [data_t 0.009] [optim_t 0.250] [lr 0.000608] [CE 4.350 (3.959)] [KD 2.802 (2.432)] 2024-10-18 08:52:24,538 - Train: 70.93% [887350/1251000] [709.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000607] [CE 3.689 (4.009)] [KD 2.401 (2.397)] 2024-10-18 08:52:37,192 - Train: 70.94% [887400/1251000] [709.4/1000.0] [batch_t 0.264 (0.253)] [data_t 0.009] [optim_t 0.256] [lr 0.000607] [CE 4.472 (3.998)] [KD 2.668 (2.422)] 2024-10-18 08:52:51,207 - Train: 70.94% [887450/1251000] [709.4/1000.0] [batch_t 0.262 (0.280)] [data_t 0.009] [optim_t 0.253] [lr 0.000607] [CE 3.930 (3.977)] [KD 2.338 (2.395)] 2024-10-18 08:53:05,235 - Train: 70.94% [887500/1251000] [709.4/1000.0] [batch_t 0.278 (0.280)] [data_t 0.009] [optim_t 0.269] [lr 0.000607] [CE 3.848 (3.979)] [KD 2.259 (2.404)] 2024-10-18 08:53:19,112 - Train: 70.95% [887550/1251000] [709.5/1000.0] [batch_t 0.279 (0.277)] [data_t 0.009] [optim_t 0.271] [lr 0.000607] [CE 4.157 (3.954)] [KD 2.485 (2.367)] 2024-10-18 08:53:32,921 - Train: 70.95% [887600/1251000] [709.5/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.000607] [CE 4.309 (4.038)] [KD 2.604 (2.439)] 2024-10-18 08:53:45,297 - Train: 70.96% [887650/1251000] [709.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000606] [CE 3.565 (3.982)] [KD 2.287 (2.428)] 2024-10-18 08:53:58,155 - Train: 70.96% [887700/1251000] [709.6/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000606] [CE 4.044 (4.028)] [KD 2.473 (2.448)] 2024-10-18 08:54:11,899 - Train: 70.96% [887750/1251000] [709.6/1000.0] [batch_t 0.317 (0.275)] [data_t 0.009] [optim_t 0.308] [lr 0.000606] [CE 3.915 (3.993)] [KD 2.248 (2.395)] 2024-10-18 08:54:25,728 - Train: 70.97% [887800/1251000] [709.7/1000.0] [batch_t 0.259 (0.276)] [data_t 0.009] [optim_t 0.250] [lr 0.000606] [CE 4.001 (4.008)] [KD 2.572 (2.420)] 2024-10-18 08:54:39,593 - Train: 70.97% [887850/1251000] [709.7/1000.0] [batch_t 0.236 (0.277)] [data_t 0.009] [optim_t 0.227] [lr 0.000606] [CE 3.993 (3.912)] [KD 2.348 (2.387)] 2024-10-18 08:54:52,938 - Train: 70.98% [887900/1251000] [709.8/1000.0] [batch_t 0.246 (0.267)] [data_t 0.009] [optim_t 0.237] [lr 0.000606] [CE 4.464 (4.015)] [KD 2.670 (2.399)] 2024-10-18 08:55:05,335 - Train: 70.98% [887950/1251000] [709.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000606] [CE 3.970 (3.937)] [KD 2.509 (2.405)] 2024-10-18 08:55:18,018 - Train: 70.98% [888000/1251000] [709.8/1000.0] [batch_t 0.299 (0.254)] [data_t 0.009] [optim_t 0.290] [lr 0.000605] [CE 3.751 (4.044)] [KD 2.248 (2.448)] 2024-10-18 08:55:31,562 - Train: 70.99% [888050/1251000] [709.9/1000.0] [batch_t 0.232 (0.271)] [data_t 0.009] [optim_t 0.223] [lr 0.000605] [CE 3.729 (4.025)] [KD 2.210 (2.423)] 2024-10-18 08:55:45,105 - Train: 70.99% [888100/1251000] [709.9/1000.0] [batch_t 0.296 (0.271)] [data_t 0.009] [optim_t 0.287] [lr 0.000605] [CE 3.909 (3.928)] [KD 2.434 (2.383)] 2024-10-18 08:55:58,743 - Train: 71.00% [888150/1251000] [710.0/1000.0] [batch_t 0.303 (0.273)] [data_t 0.009] [optim_t 0.295] [lr 0.000605] [CE 4.095 (4.040)] [KD 2.419 (2.442)] 2024-10-18 08:56:12,516 - Train: 71.00% [888200/1251000] [710.0/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.000605] [CE 3.501 (3.983)] [KD 2.222 (2.436)] 2024-10-18 08:56:28,164 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.260)] [top1_cnt 39773] [top5_cnt 47446] [top_all 50000] 2024-10-18 08:56:28,165 - net: 79.546 (94.892) 2024-10-18 08:56:41,291 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.255)] [top1_cnt 40856] [top5_cnt 47901] [top_all 50000] 2024-10-18 08:56:41,291 - net_E: 81.712 (95.802) 2024-10-18 08:56:41,452 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.712 (epoch: 710)] 2024-10-18 08:56:41,453 - ==> Total time: 2 days, 17:43:22 Eta: 1 day, 2:50:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 08:56:57,445 - Train: 71.00% [888250/1251000] [710.0/1000.0] [batch_t 0.237 (0.286)] [data_t 0.009] [optim_t 0.228] [lr 0.000605] [CE 3.954 (3.957)] [KD 2.370 (2.408)] 2024-10-18 08:57:09,868 - Train: 71.01% [888300/1251000] [710.1/1000.0] [batch_t 0.308 (0.248)] [data_t 0.079] [optim_t 0.229] [lr 0.000605] [CE 3.798 (4.026)] [KD 2.262 (2.473)] 2024-10-18 08:57:23,836 - Train: 71.01% [888350/1251000] [710.1/1000.0] [batch_t 0.270 (0.279)] [data_t 0.043] [optim_t 0.227] [lr 0.000604] [CE 3.776 (3.991)] [KD 2.046 (2.407)] 2024-10-18 08:57:37,356 - Train: 71.02% [888400/1251000] [710.2/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.000604] [CE 4.392 (4.062)] [KD 2.608 (2.470)] 2024-10-18 08:57:49,996 - Train: 71.02% [888450/1251000] [710.2/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.000604] [CE 4.181 (4.051)] [KD 2.719 (2.479)] 2024-10-18 08:58:02,910 - Train: 71.02% [888500/1251000] [710.2/1000.0] [batch_t 0.295 (0.258)] [data_t 0.071] [optim_t 0.224] [lr 0.000604] [CE 3.850 (3.985)] [KD 2.378 (2.433)] 2024-10-18 08:58:17,146 - Train: 71.03% [888550/1251000] [710.3/1000.0] [batch_t 0.371 (0.285)] [data_t 0.047] [optim_t 0.324] [lr 0.000604] [CE 3.827 (4.049)] [KD 2.326 (2.470)] 2024-10-18 08:58:30,947 - Train: 71.03% [888600/1251000] [710.3/1000.0] [batch_t 0.282 (0.276)] [data_t 0.009] [optim_t 0.273] [lr 0.000604] [CE 4.134 (3.962)] [KD 2.446 (2.412)] 2024-10-18 08:58:45,062 - Train: 71.04% [888650/1251000] [710.4/1000.0] [batch_t 0.262 (0.282)] [data_t 0.009] [optim_t 0.253] [lr 0.000604] [CE 3.940 (4.030)] [KD 2.504 (2.456)] 2024-10-18 08:58:58,873 - Train: 71.04% [888700/1251000] [710.4/1000.0] [batch_t 0.239 (0.276)] [data_t 0.009] [optim_t 0.230] [lr 0.000603] [CE 4.325 (3.962)] [KD 2.595 (2.397)] 2024-10-18 08:59:11,261 - Train: 71.04% [888750/1251000] [710.4/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000603] [CE 3.990 (4.043)] [KD 2.450 (2.438)] 2024-10-18 08:59:23,324 - Train: 71.05% [888800/1251000] [710.5/1000.0] [batch_t 0.294 (0.241)] [data_t 0.009] [optim_t 0.285] [lr 0.000603] [CE 4.288 (3.979)] [KD 2.693 (2.444)] 2024-10-18 08:59:37,274 - Train: 71.05% [888850/1251000] [710.5/1000.0] [batch_t 0.239 (0.279)] [data_t 0.009] [optim_t 0.230] [lr 0.000603] [CE 4.028 (3.977)] [KD 2.504 (2.408)] 2024-10-18 08:59:50,675 - Train: 71.06% [888900/1251000] [710.6/1000.0] [batch_t 0.295 (0.268)] [data_t 0.009] [optim_t 0.287] [lr 0.000603] [CE 4.102 (3.975)] [KD 2.563 (2.406)] 2024-10-18 09:00:04,186 - Train: 71.06% [888950/1251000] [710.6/1000.0] [batch_t 0.296 (0.270)] [data_t 0.009] [optim_t 0.287] [lr 0.000603] [CE 3.911 (4.127)] [KD 2.429 (2.495)] 2024-10-18 09:00:17,885 - Train: 71.06% [889000/1251000] [710.6/1000.0] [batch_t 0.269 (0.274)] [data_t 0.009] [optim_t 0.260] [lr 0.000603] [CE 3.746 (3.950)] [KD 2.248 (2.386)] 2024-10-18 09:00:30,336 - Train: 71.07% [889050/1251000] [710.7/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000602] [CE 4.035 (4.018)] [KD 2.490 (2.447)] 2024-10-18 09:00:42,663 - Train: 71.07% [889100/1251000] [710.7/1000.0] [batch_t 0.261 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.000602] [CE 4.033 (3.995)] [KD 2.491 (2.414)] 2024-10-18 09:00:56,254 - Train: 71.08% [889150/1251000] [710.8/1000.0] [batch_t 0.243 (0.272)] [data_t 0.009] [optim_t 0.234] [lr 0.000602] [CE 4.125 (4.020)] [KD 2.365 (2.460)] 2024-10-18 09:01:09,852 - Train: 71.08% [889200/1251000] [710.8/1000.0] [batch_t 0.301 (0.272)] [data_t 0.009] [optim_t 0.292] [lr 0.000602] [CE 4.173 (3.969)] [KD 2.581 (2.404)] 2024-10-18 09:01:23,733 - Train: 71.08% [889250/1251000] [710.8/1000.0] [batch_t 0.238 (0.278)] [data_t 0.009] [optim_t 0.229] [lr 0.000602] [CE 3.917 (4.060)] [KD 2.262 (2.475)] 2024-10-18 09:01:37,902 - Train: 71.09% [889300/1251000] [710.9/1000.0] [batch_t 0.260 (0.283)] [data_t 0.009] [optim_t 0.251] [lr 0.000602] [CE 3.941 (4.060)] [KD 2.322 (2.487)] 2024-10-18 09:01:50,418 - Train: 71.09% [889350/1251000] [710.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000601] [CE 3.622 (3.990)] [KD 2.220 (2.437)] 2024-10-18 09:02:03,352 - Train: 71.10% [889400/1251000] [711.0/1000.0] [batch_t 0.241 (0.259)] [data_t 0.009] [optim_t 0.232] [lr 0.000601] [CE 3.793 (3.983)] [KD 2.269 (2.440)] 2024-10-18 09:02:17,396 - Train: 71.10% [889450/1251000] [711.0/1000.0] [batch_t 0.231 (0.281)] [data_t 0.009] [optim_t 0.222] [lr 0.000601] [CE 4.003 (3.978)] [KD 2.350 (2.431)] 2024-10-18 09:02:33,576 - Test (net): 100.00% [50/50] [batch_t 0.085 (0.267)] [top1_cnt 39923] [top5_cnt 47526] [top_all 50000] 2024-10-18 09:02:33,577 - net: 79.846 (95.052) 2024-10-18 09:02:47,268 - Test (net_E): 100.00% [50/50] [batch_t 0.100 (0.265)] [top1_cnt 40902] [top5_cnt 47909] [top_all 50000] 2024-10-18 09:02:47,269 - net_E: 81.804 (95.818) 2024-10-18 09:02:47,426 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.804 (epoch: 711)] 2024-10-18 09:02:47,427 - ==> Total time: 2 days, 17:49:28 Eta: 1 day, 2:45:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:03:03,005 - Train: 71.10% [889500/1251000] [711.0/1000.0] [batch_t 0.233 (0.280)] [data_t 0.009] [optim_t 0.224] [lr 0.000601] [CE 3.412 (3.953)] [KD 2.182 (2.394)] 2024-10-18 09:03:15,462 - Train: 71.11% [889550/1251000] [711.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000601] [CE 4.494 (4.045)] [KD 2.743 (2.445)] 2024-10-18 09:03:28,592 - Train: 71.11% [889600/1251000] [711.1/1000.0] [batch_t 0.238 (0.262)] [data_t 0.009] [optim_t 0.229] [lr 0.000601] [CE 4.190 (4.008)] [KD 2.407 (2.447)] 2024-10-18 09:03:42,149 - Train: 71.12% [889650/1251000] [711.2/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.227] [lr 0.000601] [CE 4.434 (3.964)] [KD 2.415 (2.378)] 2024-10-18 09:03:55,725 - Train: 71.12% [889700/1251000] [711.2/1000.0] [batch_t 0.315 (0.271)] [data_t 0.009] [optim_t 0.306] [lr 0.000600] [CE 4.477 (3.989)] [KD 2.526 (2.415)] 2024-10-18 09:04:09,858 - Train: 71.12% [889750/1251000] [711.2/1000.0] [batch_t 0.237 (0.283)] [data_t 0.009] [optim_t 0.228] [lr 0.000600] [CE 4.196 (3.944)] [KD 2.552 (2.396)] 2024-10-18 09:04:23,396 - Train: 71.13% [889800/1251000] [711.3/1000.0] [batch_t 0.233 (0.271)] [data_t 0.009] [optim_t 0.225] [lr 0.000600] [CE 4.316 (4.017)] [KD 2.648 (2.432)] 2024-10-18 09:04:35,926 - Train: 71.13% [889850/1251000] [711.3/1000.0] [batch_t 0.391 (0.251)] [data_t 0.009] [optim_t 0.382] [lr 0.000600] [CE 4.006 (3.921)] [KD 2.507 (2.409)] 2024-10-18 09:04:49,393 - Train: 71.14% [889900/1251000] [711.4/1000.0] [batch_t 0.298 (0.269)] [data_t 0.009] [optim_t 0.289] [lr 0.000600] [CE 3.965 (4.012)] [KD 2.524 (2.408)] 2024-10-18 09:05:04,036 - Train: 71.14% [889950/1251000] [711.4/1000.0] [batch_t 0.298 (0.293)] [data_t 0.009] [optim_t 0.289] [lr 0.000600] [CE 4.047 (4.062)] [KD 2.521 (2.454)] 2024-10-18 09:05:18,499 - Train: 71.14% [890000/1251000] [711.4/1000.0] [batch_t 0.238 (0.289)] [data_t 0.009] [optim_t 0.229] [lr 0.000600] [CE 4.320 (4.020)] [KD 2.686 (2.434)] 2024-10-18 09:05:33,005 - Train: 71.15% [890050/1251000] [711.5/1000.0] [batch_t 0.312 (0.290)] [data_t 0.009] [optim_t 0.303] [lr 0.000599] [CE 3.657 (4.052)] [KD 2.193 (2.448)] 2024-10-18 09:05:46,664 - Train: 71.15% [890100/1251000] [711.5/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.000599] [CE 4.104 (4.022)] [KD 2.466 (2.444)] 2024-10-18 09:05:59,278 - Train: 71.16% [890150/1251000] [711.6/1000.0] [batch_t 0.372 (0.252)] [data_t 0.009] [optim_t 0.363] [lr 0.000599] [CE 3.958 (4.007)] [KD 2.421 (2.417)] 2024-10-18 09:06:12,591 - Train: 71.16% [890200/1251000] [711.6/1000.0] [batch_t 0.239 (0.266)] [data_t 0.009] [optim_t 0.230] [lr 0.000599] [CE 3.985 (4.007)] [KD 2.437 (2.428)] 2024-10-18 09:06:26,824 - Train: 71.16% [890250/1251000] [711.6/1000.0] [batch_t 0.373 (0.285)] [data_t 0.009] [optim_t 0.364] [lr 0.000599] [CE 3.662 (3.909)] [KD 2.137 (2.388)] 2024-10-18 09:06:41,028 - Train: 71.17% [890300/1251000] [711.7/1000.0] [batch_t 0.264 (0.284)] [data_t 0.009] [optim_t 0.255] [lr 0.000599] [CE 4.116 (4.014)] [KD 2.557 (2.435)] 2024-10-18 09:06:55,549 - Train: 71.17% [890350/1251000] [711.7/1000.0] [batch_t 0.289 (0.290)] [data_t 0.009] [optim_t 0.280] [lr 0.000599] [CE 4.239 (3.959)] [KD 2.675 (2.400)] 2024-10-18 09:07:09,262 - Train: 71.18% [890400/1251000] [711.8/1000.0] [batch_t 0.233 (0.274)] [data_t 0.009] [optim_t 0.224] [lr 0.000598] [CE 3.878 (4.004)] [KD 2.315 (2.427)] 2024-10-18 09:07:21,851 - Train: 71.18% [890450/1251000] [711.8/1000.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.265] [lr 0.000598] [CE 4.470 (4.030)] [KD 2.601 (2.425)] 2024-10-18 09:07:36,070 - Train: 71.18% [890500/1251000] [711.8/1000.0] [batch_t 0.302 (0.284)] [data_t 0.009] [optim_t 0.293] [lr 0.000598] [CE 3.642 (4.007)] [KD 2.225 (2.437)] 2024-10-18 09:07:50,513 - Train: 71.19% [890550/1251000] [711.9/1000.0] [batch_t 0.236 (0.289)] [data_t 0.009] [optim_t 0.226] [lr 0.000598] [CE 4.174 (4.001)] [KD 2.398 (2.442)] 2024-10-18 09:08:04,859 - Train: 71.19% [890600/1251000] [711.9/1000.0] [batch_t 0.413 (0.287)] [data_t 0.009] [optim_t 0.404] [lr 0.000598] [CE 4.545 (4.019)] [KD 2.755 (2.419)] 2024-10-18 09:08:18,831 - Train: 71.20% [890650/1251000] [712.0/1000.0] [batch_t 0.237 (0.279)] [data_t 0.009] [optim_t 0.228] [lr 0.000598] [CE 3.354 (3.994)] [KD 2.227 (2.417)] 2024-10-18 09:08:32,386 - Train: 71.20% [890700/1251000] [712.0/1000.0] [batch_t 0.236 (0.271)] [data_t 0.009] [optim_t 0.228] [lr 0.000598] [CE 3.952 (4.002)] [KD 2.437 (2.404)] 2024-10-18 09:08:47,608 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39786] [top5_cnt 47425] [top_all 50000] 2024-10-18 09:08:47,608 - net: 79.572 (94.850) 2024-10-18 09:09:01,164 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.265)] [top1_cnt 40926] [top5_cnt 47903] [top_all 50000] 2024-10-18 09:09:01,164 - net_E: 81.852 (95.806) 2024-10-18 09:09:01,309 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:09:01,310 - ==> Total time: 2 days, 17:55:41 Eta: 1 day, 2:40:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:09:19,722 - Train: 71.20% [890750/1251000] [712.0/1000.0] [batch_t 0.243 (0.276)] [data_t 0.009] [optim_t 0.234] [lr 0.000597] [CE 3.621 (3.922)] [KD 2.071 (2.353)] 2024-10-18 09:09:32,939 - Train: 71.21% [890800/1251000] [712.1/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.229] [lr 0.000597] [CE 4.235 (3.980)] [KD 2.522 (2.409)] 2024-10-18 09:09:45,964 - Train: 71.21% [890850/1251000] [712.1/1000.0] [batch_t 0.236 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.000597] [CE 4.304 (4.024)] [KD 2.511 (2.420)] 2024-10-18 09:09:58,043 - Train: 71.22% [890900/1251000] [712.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000597] [CE 4.399 (4.094)] [KD 2.460 (2.446)] 2024-10-18 09:10:10,696 - Train: 71.22% [890950/1251000] [712.2/1000.0] [batch_t 0.265 (0.253)] [data_t 0.009] [optim_t 0.256] [lr 0.000597] [CE 3.541 (4.045)] [KD 2.191 (2.443)] 2024-10-18 09:10:24,089 - Train: 71.22% [891000/1251000] [712.2/1000.0] [batch_t 0.239 (0.268)] [data_t 0.009] [optim_t 0.230] [lr 0.000597] [CE 3.830 (3.992)] [KD 2.200 (2.376)] 2024-10-18 09:10:37,684 - Train: 71.23% [891050/1251000] [712.3/1000.0] [batch_t 0.234 (0.272)] [data_t 0.009] [optim_t 0.224] [lr 0.000596] [CE 3.947 (3.980)] [KD 2.310 (2.397)] 2024-10-18 09:10:50,905 - Train: 71.23% [891100/1251000] [712.3/1000.0] [batch_t 0.250 (0.264)] [data_t 0.009] [optim_t 0.241] [lr 0.000596] [CE 4.230 (4.006)] [KD 2.534 (2.405)] 2024-10-18 09:11:04,428 - Train: 71.24% [891150/1251000] [712.4/1000.0] [batch_t 0.250 (0.270)] [data_t 0.009] [optim_t 0.241] [lr 0.000596] [CE 4.466 (3.954)] [KD 2.679 (2.416)] 2024-10-18 09:11:17,030 - Train: 71.24% [891200/1251000] [712.4/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000596] [CE 4.138 (3.955)] [KD 2.414 (2.397)] 2024-10-18 09:11:29,650 - Train: 71.24% [891250/1251000] [712.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000596] [CE 4.103 (3.977)] [KD 2.338 (2.418)] 2024-10-18 09:11:42,767 - Train: 71.25% [891300/1251000] [712.5/1000.0] [batch_t 0.382 (0.262)] [data_t 0.009] [optim_t 0.373] [lr 0.000596] [CE 3.845 (3.994)] [KD 2.486 (2.427)] 2024-10-18 09:11:55,578 - Train: 71.25% [891350/1251000] [712.5/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.232] [lr 0.000596] [CE 4.120 (4.021)] [KD 2.533 (2.423)] 2024-10-18 09:12:08,711 - Train: 71.25% [891400/1251000] [712.5/1000.0] [batch_t 0.370 (0.263)] [data_t 0.009] [optim_t 0.361] [lr 0.000595] [CE 4.235 (3.956)] [KD 2.433 (2.402)] 2024-10-18 09:12:21,797 - Train: 71.26% [891450/1251000] [712.6/1000.0] [batch_t 0.284 (0.262)] [data_t 0.009] [optim_t 0.275] [lr 0.000595] [CE 3.838 (3.943)] [KD 2.302 (2.395)] 2024-10-18 09:12:34,596 - Train: 71.26% [891500/1251000] [712.6/1000.0] [batch_t 0.379 (0.256)] [data_t 0.009] [optim_t 0.371] [lr 0.000595] [CE 4.190 (3.995)] [KD 2.551 (2.406)] 2024-10-18 09:12:46,604 - Train: 71.27% [891550/1251000] [712.7/1000.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.000595] [CE 4.184 (4.029)] [KD 2.545 (2.429)] 2024-10-18 09:12:59,598 - Train: 71.27% [891600/1251000] [712.7/1000.0] [batch_t 0.260 (0.260)] [data_t 0.009] [optim_t 0.251] [lr 0.000595] [CE 4.289 (3.969)] [KD 2.582 (2.382)] 2024-10-18 09:13:12,910 - Train: 71.27% [891650/1251000] [712.7/1000.0] [batch_t 0.287 (0.266)] [data_t 0.009] [optim_t 0.278] [lr 0.000595] [CE 4.079 (4.007)] [KD 2.647 (2.400)] 2024-10-18 09:13:26,561 - Train: 71.28% [891700/1251000] [712.8/1000.0] [batch_t 0.237 (0.273)] [data_t 0.009] [optim_t 0.228] [lr 0.000595] [CE 4.702 (4.033)] [KD 2.846 (2.410)] 2024-10-18 09:13:39,814 - Train: 71.28% [891750/1251000] [712.8/1000.0] [batch_t 0.236 (0.265)] [data_t 0.009] [optim_t 0.227] [lr 0.000594] [CE 3.943 (3.949)] [KD 2.283 (2.373)] 2024-10-18 09:13:53,205 - Train: 71.29% [891800/1251000] [712.9/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.228] [lr 0.000594] [CE 3.760 (3.943)] [KD 2.220 (2.382)] 2024-10-18 09:14:05,572 - Train: 71.29% [891850/1251000] [712.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000594] [CE 4.143 (3.950)] [KD 2.600 (2.395)] 2024-10-18 09:14:17,939 - Train: 71.29% [891900/1251000] [712.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000594] [CE 3.587 (3.985)] [KD 2.085 (2.433)] 2024-10-18 09:14:31,409 - Train: 71.30% [891950/1251000] [713.0/1000.0] [batch_t 0.242 (0.269)] [data_t 0.009] [optim_t 0.233] [lr 0.000594] [CE 4.383 (4.059)] [KD 2.554 (2.451)] 2024-10-18 09:14:47,962 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.263)] [top1_cnt 39876] [top5_cnt 47534] [top_all 50000] 2024-10-18 09:14:47,962 - net: 79.752 (95.068) 2024-10-18 09:15:02,188 - Test (net_E): 100.00% [50/50] [batch_t 0.113 (0.278)] [top1_cnt 40919] [top5_cnt 47919] [top_all 50000] 2024-10-18 09:15:02,188 - net_E: 81.838 (95.838) 2024-10-18 09:15:02,325 - Max [top1: 79.846 (epoch: 706)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:15:02,326 - ==> Total time: 2 days, 18:01:42 Eta: 1 day, 2:34:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:15:17,266 - Train: 71.30% [892000/1251000] [713.0/1000.0] [batch_t 0.231 (0.273)] [data_t 0.009] [optim_t 0.222] [lr 0.000594] [CE 4.240 (3.968)] [KD 2.575 (2.391)] 2024-10-18 09:15:29,392 - Train: 71.31% [892050/1251000] [713.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000594] [CE 4.017 (3.978)] [KD 2.357 (2.399)] 2024-10-18 09:15:41,872 - Train: 71.31% [892100/1251000] [713.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000593] [CE 3.803 (3.964)] [KD 2.166 (2.359)] 2024-10-18 09:15:55,427 - Train: 71.31% [892150/1251000] [713.1/1000.0] [batch_t 0.289 (0.271)] [data_t 0.009] [optim_t 0.280] [lr 0.000593] [CE 4.213 (3.962)] [KD 2.503 (2.389)] 2024-10-18 09:16:08,772 - Train: 71.32% [892200/1251000] [713.2/1000.0] [batch_t 0.265 (0.267)] [data_t 0.009] [optim_t 0.256] [lr 0.000593] [CE 3.920 (3.980)] [KD 2.340 (2.399)] 2024-10-18 09:16:22,022 - Train: 71.32% [892250/1251000] [713.2/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000593] [CE 4.399 (4.013)] [KD 2.664 (2.427)] 2024-10-18 09:16:34,424 - Train: 71.33% [892300/1251000] [713.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000593] [CE 3.971 (3.995)] [KD 2.544 (2.416)] 2024-10-18 09:16:46,857 - Train: 71.33% [892350/1251000] [713.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000593] [CE 4.029 (4.021)] [KD 2.144 (2.384)] 2024-10-18 09:16:59,502 - Train: 71.33% [892400/1251000] [713.3/1000.0] [batch_t 0.311 (0.253)] [data_t 0.009] [optim_t 0.302] [lr 0.000593] [CE 4.152 (4.078)] [KD 2.472 (2.416)] 2024-10-18 09:17:13,089 - Train: 71.34% [892450/1251000] [713.4/1000.0] [batch_t 0.254 (0.272)] [data_t 0.009] [optim_t 0.245] [lr 0.000592] [CE 4.320 (4.000)] [KD 2.540 (2.383)] 2024-10-18 09:17:26,798 - Train: 71.34% [892500/1251000] [713.4/1000.0] [batch_t 0.296 (0.274)] [data_t 0.009] [optim_t 0.288] [lr 0.000592] [CE 4.091 (3.994)] [KD 2.367 (2.380)] 2024-10-18 09:17:40,516 - Train: 71.35% [892550/1251000] [713.5/1000.0] [batch_t 0.291 (0.274)] [data_t 0.009] [optim_t 0.282] [lr 0.000592] [CE 3.731 (4.032)] [KD 2.317 (2.417)] 2024-10-18 09:17:54,231 - Train: 71.35% [892600/1251000] [713.5/1000.0] [batch_t 0.238 (0.274)] [data_t 0.009] [optim_t 0.229] [lr 0.000592] [CE 3.628 (4.031)] [KD 2.117 (2.426)] 2024-10-18 09:18:06,557 - Train: 71.35% [892650/1251000] [713.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000592] [CE 4.236 (4.005)] [KD 2.494 (2.424)] 2024-10-18 09:18:19,401 - Train: 71.36% [892700/1251000] [713.6/1000.0] [batch_t 0.281 (0.257)] [data_t 0.009] [optim_t 0.272] [lr 0.000592] [CE 4.029 (4.008)] [KD 2.230 (2.391)] 2024-10-18 09:18:32,988 - Train: 71.36% [892750/1251000] [713.6/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.000592] [CE 4.313 (3.970)] [KD 2.484 (2.396)] 2024-10-18 09:18:46,195 - Train: 71.37% [892800/1251000] [713.7/1000.0] [batch_t 0.246 (0.264)] [data_t 0.009] [optim_t 0.237] [lr 0.000591] [CE 3.714 (3.946)] [KD 2.288 (2.383)] 2024-10-18 09:18:59,765 - Train: 71.37% [892850/1251000] [713.7/1000.0] [batch_t 0.268 (0.271)] [data_t 0.009] [optim_t 0.260] [lr 0.000591] [CE 3.959 (3.913)] [KD 2.321 (2.363)] 2024-10-18 09:19:13,512 - Train: 71.37% [892900/1251000] [713.7/1000.0] [batch_t 0.263 (0.275)] [data_t 0.009] [optim_t 0.254] [lr 0.000591] [CE 3.616 (3.967)] [KD 2.297 (2.405)] 2024-10-18 09:19:25,802 - Train: 71.38% [892950/1251000] [713.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000591] [CE 4.075 (4.022)] [KD 2.622 (2.442)] 2024-10-18 09:19:38,409 - Train: 71.38% [893000/1251000] [713.8/1000.0] [batch_t 0.275 (0.252)] [data_t 0.051] [optim_t 0.225] [lr 0.000591] [CE 3.813 (4.031)] [KD 2.437 (2.449)] 2024-10-18 09:19:51,913 - Train: 71.39% [893050/1251000] [713.9/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.000591] [CE 4.430 (3.927)] [KD 2.525 (2.374)] 2024-10-18 09:20:05,703 - Train: 71.39% [893100/1251000] [713.9/1000.0] [batch_t 0.289 (0.276)] [data_t 0.066] [optim_t 0.223] [lr 0.000590] [CE 3.989 (3.999)] [KD 2.333 (2.410)] 2024-10-18 09:20:19,190 - Train: 71.39% [893150/1251000] [713.9/1000.0] [batch_t 0.266 (0.270)] [data_t 0.039] [optim_t 0.227] [lr 0.000590] [CE 4.308 (4.062)] [KD 2.460 (2.443)] 2024-10-18 09:20:32,798 - Train: 71.40% [893200/1251000] [714.0/1000.0] [batch_t 0.255 (0.272)] [data_t 0.023] [optim_t 0.233] [lr 0.000590] [CE 4.302 (3.972)] [KD 2.587 (2.387)] 2024-10-18 09:20:48,265 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40062] [top5_cnt 47498] [top_all 50000] 2024-10-18 09:20:48,265 - net: 80.124 (94.996) 2024-10-18 09:21:01,052 - Test (net_E): 100.00% [50/50] [batch_t 0.118 (0.249)] [top1_cnt 40903] [top5_cnt 47902] [top_all 50000] 2024-10-18 09:21:01,053 - net_E: 81.806 (95.804) 2024-10-18 09:21:01,179 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:21:01,180 - ==> Total time: 2 days, 18:07:41 Eta: 1 day, 2:29:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:21:19,301 - Train: 71.40% [893250/1251000] [714.0/1000.0] [batch_t 0.235 (0.281)] [data_t 0.009] [optim_t 0.226] [lr 0.000590] [CE 4.283 (4.033)] [KD 2.495 (2.432)] 2024-10-18 09:21:32,094 - Train: 71.41% [893300/1251000] [714.1/1000.0] [batch_t 0.325 (0.256)] [data_t 0.102] [optim_t 0.223] [lr 0.000590] [CE 3.443 (4.031)] [KD 2.184 (2.428)] 2024-10-18 09:21:45,817 - Train: 71.41% [893350/1251000] [714.1/1000.0] [batch_t 0.303 (0.274)] [data_t 0.009] [optim_t 0.295] [lr 0.000590] [CE 4.371 (3.993)] [KD 2.563 (2.396)] 2024-10-18 09:21:59,158 - Train: 71.41% [893400/1251000] [714.1/1000.0] [batch_t 0.233 (0.267)] [data_t 0.009] [optim_t 0.224] [lr 0.000590] [CE 3.835 (4.021)] [KD 2.377 (2.406)] 2024-10-18 09:22:11,528 - Train: 71.42% [893450/1251000] [714.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000589] [CE 4.348 (3.994)] [KD 2.497 (2.417)] 2024-10-18 09:22:24,710 - Train: 71.42% [893500/1251000] [714.2/1000.0] [batch_t 0.236 (0.264)] [data_t 0.009] [optim_t 0.227] [lr 0.000589] [CE 3.999 (3.976)] [KD 2.423 (2.404)] 2024-10-18 09:22:37,655 - Train: 71.43% [893550/1251000] [714.3/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.000589] [CE 3.939 (3.976)] [KD 2.336 (2.391)] 2024-10-18 09:22:50,504 - Train: 71.43% [893600/1251000] [714.3/1000.0] [batch_t 0.246 (0.257)] [data_t 0.009] [optim_t 0.237] [lr 0.000589] [CE 3.827 (3.956)] [KD 2.331 (2.371)] 2024-10-18 09:23:03,791 - Train: 71.43% [893650/1251000] [714.3/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000589] [CE 3.884 (3.967)] [KD 2.335 (2.379)] 2024-10-18 09:23:16,707 - Train: 71.44% [893700/1251000] [714.4/1000.0] [batch_t 0.267 (0.258)] [data_t 0.009] [optim_t 0.257] [lr 0.000589] [CE 4.181 (4.008)] [KD 2.533 (2.385)] 2024-10-18 09:23:29,016 - Train: 71.44% [893750/1251000] [714.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000589] [CE 4.091 (3.986)] [KD 2.477 (2.397)] 2024-10-18 09:23:40,949 - Train: 71.45% [893800/1251000] [714.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000588] [CE 3.722 (4.000)] [KD 2.420 (2.428)] 2024-10-18 09:23:53,889 - Train: 71.45% [893850/1251000] [714.5/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000588] [CE 3.682 (3.899)] [KD 2.146 (2.364)] 2024-10-18 09:24:07,028 - Train: 71.45% [893900/1251000] [714.5/1000.0] [batch_t 0.306 (0.263)] [data_t 0.009] [optim_t 0.298] [lr 0.000588] [CE 4.174 (3.988)] [KD 2.468 (2.391)] 2024-10-18 09:24:20,190 - Train: 71.46% [893950/1251000] [714.6/1000.0] [batch_t 0.233 (0.263)] [data_t 0.009] [optim_t 0.224] [lr 0.000588] [CE 3.952 (4.064)] [KD 2.446 (2.467)] 2024-10-18 09:24:33,212 - Train: 71.46% [894000/1251000] [714.6/1000.0] [batch_t 0.252 (0.260)] [data_t 0.009] [optim_t 0.243] [lr 0.000588] [CE 3.847 (4.040)] [KD 2.286 (2.417)] 2024-10-18 09:24:45,879 - Train: 71.47% [894050/1251000] [714.7/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.000588] [CE 3.987 (4.036)] [KD 2.574 (2.410)] 2024-10-18 09:24:57,748 - Train: 71.47% [894100/1251000] [714.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000588] [CE 4.279 (4.035)] [KD 2.416 (2.427)] 2024-10-18 09:25:11,144 - Train: 71.47% [894150/1251000] [714.7/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000587] [CE 3.837 (4.058)] [KD 2.361 (2.406)] 2024-10-18 09:25:24,306 - Train: 71.48% [894200/1251000] [714.8/1000.0] [batch_t 0.280 (0.263)] [data_t 0.009] [optim_t 0.271] [lr 0.000587] [CE 4.299 (4.020)] [KD 2.440 (2.426)] 2024-10-18 09:25:37,727 - Train: 71.48% [894250/1251000] [714.8/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.000587] [CE 4.249 (4.016)] [KD 2.649 (2.407)] 2024-10-18 09:25:51,265 - Train: 71.49% [894300/1251000] [714.9/1000.0] [batch_t 0.282 (0.271)] [data_t 0.009] [optim_t 0.274] [lr 0.000587] [CE 3.895 (4.016)] [KD 2.243 (2.425)] 2024-10-18 09:26:04,589 - Train: 71.49% [894350/1251000] [714.9/1000.0] [batch_t 0.237 (0.266)] [data_t 0.009] [optim_t 0.228] [lr 0.000587] [CE 3.977 (3.999)] [KD 2.332 (2.407)] 2024-10-18 09:26:16,692 - Train: 71.49% [894400/1251000] [714.9/1000.0] [batch_t 0.295 (0.242)] [data_t 0.009] [optim_t 0.286] [lr 0.000587] [CE 3.738 (3.940)] [KD 2.120 (2.385)] 2024-10-18 09:26:29,842 - Train: 71.50% [894450/1251000] [715.0/1000.0] [batch_t 0.250 (0.263)] [data_t 0.021] [optim_t 0.229] [lr 0.000587] [CE 3.951 (4.047)] [KD 2.464 (2.444)] 2024-10-18 09:26:46,919 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.266)] [top1_cnt 39943] [top5_cnt 47502] [top_all 50000] 2024-10-18 09:26:46,920 - net: 79.886 (95.004) 2024-10-18 09:27:01,091 - Test (net_E): 100.00% [50/50] [batch_t 0.119 (0.277)] [top1_cnt 40909] [top5_cnt 47899] [top_all 50000] 2024-10-18 09:27:01,092 - net_E: 81.818 (95.798) 2024-10-18 09:27:01,230 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:27:01,230 - ==> Total time: 2 days, 18:13:41 Eta: 1 day, 2:23:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:27:16,888 - Train: 71.50% [894500/1251000] [715.0/1000.0] [batch_t 0.239 (0.282)] [data_t 0.009] [optim_t 0.230] [lr 0.000586] [CE 3.529 (4.014)] [KD 2.078 (2.383)] 2024-10-18 09:27:28,807 - Train: 71.51% [894550/1251000] [715.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000586] [CE 3.745 (3.922)] [KD 2.102 (2.362)] 2024-10-18 09:27:41,455 - Train: 71.51% [894600/1251000] [715.1/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000586] [CE 4.068 (3.931)] [KD 2.471 (2.371)] 2024-10-18 09:27:54,467 - Train: 71.51% [894650/1251000] [715.1/1000.0] [batch_t 0.258 (0.260)] [data_t 0.009] [optim_t 0.249] [lr 0.000586] [CE 4.467 (3.947)] [KD 2.616 (2.374)] 2024-10-18 09:28:08,537 - Train: 71.52% [894700/1251000] [715.2/1000.0] [batch_t 0.522 (0.281)] [data_t 0.009] [optim_t 0.513] [lr 0.000586] [CE 4.232 (4.041)] [KD 2.483 (2.434)] 2024-10-18 09:28:22,043 - Train: 71.52% [894750/1251000] [715.2/1000.0] [batch_t 0.265 (0.270)] [data_t 0.009] [optim_t 0.256] [lr 0.000586] [CE 4.222 (4.075)] [KD 2.433 (2.434)] 2024-10-18 09:28:35,677 - Train: 71.53% [894800/1251000] [715.3/1000.0] [batch_t 0.257 (0.273)] [data_t 0.009] [optim_t 0.248] [lr 0.000586] [CE 3.985 (4.006)] [KD 2.459 (2.418)] 2024-10-18 09:28:48,200 - Train: 71.53% [894850/1251000] [715.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000585] [CE 4.185 (3.978)] [KD 2.517 (2.415)] 2024-10-18 09:29:00,260 - Train: 71.53% [894900/1251000] [715.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000585] [CE 4.224 (3.997)] [KD 2.486 (2.395)] 2024-10-18 09:29:12,628 - Train: 71.54% [894950/1251000] [715.4/1000.0] [batch_t 0.260 (0.247)] [data_t 0.009] [optim_t 0.251] [lr 0.000585] [CE 3.911 (4.011)] [KD 2.328 (2.392)] 2024-10-18 09:29:26,066 - Train: 71.54% [895000/1251000] [715.4/1000.0] [batch_t 0.292 (0.269)] [data_t 0.009] [optim_t 0.283] [lr 0.000585] [CE 3.621 (3.995)] [KD 2.181 (2.367)] 2024-10-18 09:29:40,304 - Train: 71.55% [895050/1251000] [715.5/1000.0] [batch_t 0.296 (0.285)] [data_t 0.009] [optim_t 0.287] [lr 0.000585] [CE 3.915 (3.998)] [KD 2.275 (2.385)] 2024-10-18 09:29:54,307 - Train: 71.55% [895100/1251000] [715.5/1000.0] [batch_t 0.255 (0.280)] [data_t 0.009] [optim_t 0.246] [lr 0.000585] [CE 4.098 (4.012)] [KD 2.608 (2.415)] 2024-10-18 09:30:07,632 - Train: 71.55% [895150/1251000] [715.5/1000.0] [batch_t 0.235 (0.266)] [data_t 0.009] [optim_t 0.226] [lr 0.000585] [CE 4.424 (4.015)] [KD 2.514 (2.399)] 2024-10-18 09:30:20,301 - Train: 71.56% [895200/1251000] [715.6/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.000584] [CE 3.540 (4.008)] [KD 2.148 (2.430)] 2024-10-18 09:30:33,466 - Train: 71.56% [895250/1251000] [715.6/1000.0] [batch_t 0.286 (0.263)] [data_t 0.009] [optim_t 0.277] [lr 0.000584] [CE 4.360 (4.019)] [KD 2.452 (2.394)] 2024-10-18 09:30:47,127 - Train: 71.57% [895300/1251000] [715.7/1000.0] [batch_t 0.265 (0.273)] [data_t 0.009] [optim_t 0.256] [lr 0.000584] [CE 4.248 (3.994)] [KD 2.543 (2.407)] 2024-10-18 09:31:00,772 - Train: 71.57% [895350/1251000] [715.7/1000.0] [batch_t 0.281 (0.273)] [data_t 0.009] [optim_t 0.272] [lr 0.000584] [CE 3.890 (3.953)] [KD 2.285 (2.387)] 2024-10-18 09:31:14,614 - Train: 71.57% [895400/1251000] [715.7/1000.0] [batch_t 0.288 (0.277)] [data_t 0.009] [optim_t 0.279] [lr 0.000584] [CE 4.321 (4.020)] [KD 2.622 (2.427)] 2024-10-18 09:31:27,791 - Train: 71.58% [895450/1251000] [715.8/1000.0] [batch_t 0.236 (0.263)] [data_t 0.009] [optim_t 0.227] [lr 0.000584] [CE 4.357 (4.071)] [KD 2.709 (2.484)] 2024-10-18 09:31:40,177 - Train: 71.58% [895500/1251000] [715.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000584] [CE 3.671 (3.972)] [KD 2.137 (2.395)] 2024-10-18 09:31:53,546 - Train: 71.59% [895550/1251000] [715.9/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000583] [CE 4.334 (4.044)] [KD 2.531 (2.406)] 2024-10-18 09:32:07,399 - Train: 71.59% [895600/1251000] [715.9/1000.0] [batch_t 0.258 (0.277)] [data_t 0.009] [optim_t 0.249] [lr 0.000583] [CE 3.641 (3.952)] [KD 2.272 (2.397)] 2024-10-18 09:32:21,261 - Train: 71.59% [895650/1251000] [715.9/1000.0] [batch_t 0.253 (0.277)] [data_t 0.009] [optim_t 0.244] [lr 0.000583] [CE 3.448 (3.984)] [KD 2.122 (2.421)] 2024-10-18 09:32:34,875 - Train: 71.60% [895700/1251000] [716.0/1000.0] [batch_t 0.277 (0.272)] [data_t 0.009] [optim_t 0.268] [lr 0.000583] [CE 3.603 (4.028)] [KD 2.271 (2.432)] 2024-10-18 09:32:51,883 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.256)] [top1_cnt 39905] [top5_cnt 47489] [top_all 50000] 2024-10-18 09:32:51,883 - net: 79.810 (94.978) 2024-10-18 09:33:04,728 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 40901] [top5_cnt 47904] [top_all 50000] 2024-10-18 09:33:04,729 - net_E: 81.802 (95.808) 2024-10-18 09:33:04,889 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:33:04,889 - ==> Total time: 2 days, 18:19:45 Eta: 1 day, 2:18:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:33:18,090 - Train: 71.60% [895750/1251000] [716.0/1000.0] [batch_t 0.236 (0.304)] [data_t 0.009] [optim_t 0.228] [lr 0.000583] [CE 4.158 (3.972)] [KD 2.412 (2.367)] 2024-10-18 09:33:30,835 - Train: 71.61% [895800/1251000] [716.1/1000.0] [batch_t 0.271 (0.255)] [data_t 0.009] [optim_t 0.262] [lr 0.000583] [CE 4.231 (4.088)] [KD 2.522 (2.422)] 2024-10-18 09:33:44,172 - Train: 71.61% [895850/1251000] [716.1/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.000582] [CE 3.557 (4.017)] [KD 2.075 (2.365)] 2024-10-18 09:33:57,958 - Train: 71.61% [895900/1251000] [716.1/1000.0] [batch_t 0.264 (0.276)] [data_t 0.009] [optim_t 0.255] [lr 0.000582] [CE 3.935 (3.985)] [KD 2.320 (2.386)] 2024-10-18 09:34:10,918 - Train: 71.62% [895950/1251000] [716.2/1000.0] [batch_t 0.257 (0.259)] [data_t 0.009] [optim_t 0.248] [lr 0.000582] [CE 4.055 (3.977)] [KD 2.476 (2.374)] 2024-10-18 09:34:23,283 - Train: 71.62% [896000/1251000] [716.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000582] [CE 3.827 (4.005)] [KD 2.337 (2.402)] 2024-10-18 09:34:36,637 - Train: 71.63% [896050/1251000] [716.3/1000.0] [batch_t 0.282 (0.267)] [data_t 0.009] [optim_t 0.273] [lr 0.000582] [CE 3.551 (4.022)] [KD 2.309 (2.423)] 2024-10-18 09:34:50,248 - Train: 71.63% [896100/1251000] [716.3/1000.0] [batch_t 0.286 (0.272)] [data_t 0.009] [optim_t 0.277] [lr 0.000582] [CE 3.966 (4.005)] [KD 2.266 (2.420)] 2024-10-18 09:35:04,314 - Train: 71.63% [896150/1251000] [716.3/1000.0] [batch_t 0.253 (0.281)] [data_t 0.009] [optim_t 0.245] [lr 0.000582] [CE 3.620 (4.011)] [KD 2.360 (2.414)] 2024-10-18 09:35:18,477 - Train: 71.64% [896200/1251000] [716.4/1000.0] [batch_t 0.295 (0.283)] [data_t 0.009] [optim_t 0.286] [lr 0.000581] [CE 4.214 (4.003)] [KD 2.584 (2.430)] 2024-10-18 09:35:31,583 - Train: 71.64% [896250/1251000] [716.4/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.000581] [CE 3.170 (3.973)] [KD 2.072 (2.386)] 2024-10-18 09:35:44,059 - Train: 71.65% [896300/1251000] [716.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000581] [CE 4.095 (3.955)] [KD 2.377 (2.352)] 2024-10-18 09:35:57,703 - Train: 71.65% [896350/1251000] [716.5/1000.0] [batch_t 0.304 (0.273)] [data_t 0.009] [optim_t 0.295] [lr 0.000581] [CE 4.034 (4.032)] [KD 2.292 (2.400)] 2024-10-18 09:36:11,470 - Train: 71.65% [896400/1251000] [716.5/1000.0] [batch_t 0.282 (0.275)] [data_t 0.009] [optim_t 0.273] [lr 0.000581] [CE 3.847 (3.990)] [KD 2.273 (2.406)] 2024-10-18 09:36:25,655 - Train: 71.66% [896450/1251000] [716.6/1000.0] [batch_t 0.301 (0.284)] [data_t 0.009] [optim_t 0.292] [lr 0.000581] [CE 4.214 (4.045)] [KD 2.473 (2.421)] 2024-10-18 09:36:39,914 - Train: 71.66% [896500/1251000] [716.6/1000.0] [batch_t 0.296 (0.285)] [data_t 0.010] [optim_t 0.286] [lr 0.000581] [CE 3.449 (4.004)] [KD 2.146 (2.406)] 2024-10-18 09:36:53,130 - Train: 71.67% [896550/1251000] [716.7/1000.0] [batch_t 0.236 (0.264)] [data_t 0.009] [optim_t 0.227] [lr 0.000580] [CE 3.953 (4.038)] [KD 2.378 (2.427)] 2024-10-18 09:37:06,098 - Train: 71.67% [896600/1251000] [716.7/1000.0] [batch_t 0.278 (0.259)] [data_t 0.009] [optim_t 0.269] [lr 0.000580] [CE 3.964 (4.011)] [KD 2.281 (2.389)] 2024-10-18 09:37:19,793 - Train: 71.67% [896650/1251000] [716.7/1000.0] [batch_t 0.314 (0.274)] [data_t 0.009] [optim_t 0.305] [lr 0.000580] [CE 4.240 (4.043)] [KD 2.420 (2.415)] 2024-10-18 09:37:33,050 - Train: 71.68% [896700/1251000] [716.8/1000.0] [batch_t 0.238 (0.265)] [data_t 0.009] [optim_t 0.229] [lr 0.000580] [CE 3.824 (3.991)] [KD 2.303 (2.404)] 2024-10-18 09:37:45,896 - Train: 71.68% [896750/1251000] [716.8/1000.0] [batch_t 0.262 (0.257)] [data_t 0.009] [optim_t 0.253] [lr 0.000580] [CE 4.154 (4.030)] [KD 2.387 (2.419)] 2024-10-18 09:37:58,798 - Train: 71.69% [896800/1251000] [716.9/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.000580] [CE 4.121 (3.984)] [KD 2.269 (2.389)] 2024-10-18 09:38:11,868 - Train: 71.69% [896850/1251000] [716.9/1000.0] [batch_t 0.280 (0.261)] [data_t 0.009] [optim_t 0.271] [lr 0.000580] [CE 4.479 (4.072)] [KD 2.699 (2.429)] 2024-10-18 09:38:24,255 - Train: 71.69% [896900/1251000] [716.9/1000.0] [batch_t 0.312 (0.248)] [data_t 0.009] [optim_t 0.303] [lr 0.000579] [CE 3.978 (4.001)] [KD 2.463 (2.416)] 2024-10-18 09:38:37,151 - Train: 71.70% [896950/1251000] [717.0/1000.0] [batch_t 0.248 (0.258)] [data_t 0.009] [optim_t 0.239] [lr 0.000579] [CE 4.724 (3.998)] [KD 2.810 (2.397)] 2024-10-18 09:38:55,400 - Test (net): 100.00% [50/50] [batch_t 0.126 (0.276)] [top1_cnt 39917] [top5_cnt 47438] [top_all 50000] 2024-10-18 09:38:55,400 - net: 79.834 (94.876) 2024-10-18 09:39:09,757 - Test (net_E): 100.00% [50/50] [batch_t 0.125 (0.280)] [top1_cnt 40880] [top5_cnt 47914] [top_all 50000] 2024-10-18 09:39:09,758 - net_E: 81.760 (95.828) 2024-10-18 09:39:09,905 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:39:09,905 - ==> Total time: 2 days, 18:25:50 Eta: 1 day, 2:13:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:39:22,264 - Train: 71.70% [897000/1251000] [717.0/1000.0] [batch_t 0.238 (0.333)] [data_t 0.009] [optim_t 0.229] [lr 0.000579] [CE 4.489 (3.938)] [KD 2.768 (2.372)] 2024-10-18 09:39:35,813 - Train: 71.71% [897050/1251000] [717.1/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000579] [CE 3.980 (4.043)] [KD 2.298 (2.402)] 2024-10-18 09:39:48,444 - Train: 71.71% [897100/1251000] [717.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000579] [CE 4.156 (3.960)] [KD 2.401 (2.386)] 2024-10-18 09:40:01,931 - Train: 71.71% [897150/1251000] [717.1/1000.0] [batch_t 0.256 (0.270)] [data_t 0.009] [optim_t 0.247] [lr 0.000579] [CE 3.676 (3.982)] [KD 2.275 (2.392)] 2024-10-18 09:40:15,636 - Train: 71.72% [897200/1251000] [717.2/1000.0] [batch_t 0.321 (0.274)] [data_t 0.009] [optim_t 0.312] [lr 0.000579] [CE 4.258 (4.024)] [KD 2.571 (2.409)] 2024-10-18 09:40:29,301 - Train: 71.72% [897250/1251000] [717.2/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000578] [CE 4.223 (3.959)] [KD 2.342 (2.408)] 2024-10-18 09:40:43,055 - Train: 71.73% [897300/1251000] [717.3/1000.0] [batch_t 0.290 (0.275)] [data_t 0.009] [optim_t 0.281] [lr 0.000578] [CE 3.917 (3.944)] [KD 2.420 (2.401)] 2024-10-18 09:40:56,332 - Train: 71.73% [897350/1251000] [717.3/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.000578] [CE 3.830 (4.027)] [KD 2.167 (2.420)] 2024-10-18 09:41:09,017 - Train: 71.73% [897400/1251000] [717.3/1000.0] [batch_t 0.245 (0.254)] [data_t 0.009] [optim_t 0.236] [lr 0.000578] [CE 4.103 (4.013)] [KD 2.450 (2.405)] 2024-10-18 09:41:22,084 - Train: 71.74% [897450/1251000] [717.4/1000.0] [batch_t 0.309 (0.261)] [data_t 0.009] [optim_t 0.300] [lr 0.000578] [CE 4.240 (4.027)] [KD 2.670 (2.429)] 2024-10-18 09:41:35,540 - Train: 71.74% [897500/1251000] [717.4/1000.0] [batch_t 0.305 (0.269)] [data_t 0.009] [optim_t 0.296] [lr 0.000578] [CE 4.077 (3.997)] [KD 2.460 (2.421)] 2024-10-18 09:41:49,052 - Train: 71.75% [897550/1251000] [717.5/1000.0] [batch_t 0.276 (0.270)] [data_t 0.009] [optim_t 0.267] [lr 0.000578] [CE 3.789 (3.994)] [KD 2.225 (2.402)] 2024-10-18 09:42:02,684 - Train: 71.75% [897600/1251000] [717.5/1000.0] [batch_t 0.276 (0.273)] [data_t 0.009] [optim_t 0.267] [lr 0.000577] [CE 3.889 (4.047)] [KD 2.322 (2.453)] 2024-10-18 09:42:16,465 - Train: 71.75% [897650/1251000] [717.5/1000.0] [batch_t 0.237 (0.276)] [data_t 0.009] [optim_t 0.228] [lr 0.000577] [CE 3.513 (4.002)] [KD 2.223 (2.402)] 2024-10-18 09:42:29,010 - Train: 71.76% [897700/1251000] [717.6/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000577] [CE 3.753 (3.966)] [KD 2.195 (2.381)] 2024-10-18 09:42:41,995 - Train: 71.76% [897750/1251000] [717.6/1000.0] [batch_t 0.278 (0.260)] [data_t 0.009] [optim_t 0.269] [lr 0.000577] [CE 4.376 (3.964)] [KD 2.565 (2.400)] 2024-10-18 09:42:55,494 - Train: 71.77% [897800/1251000] [717.7/1000.0] [batch_t 0.295 (0.270)] [data_t 0.009] [optim_t 0.287] [lr 0.000577] [CE 3.562 (3.914)] [KD 2.156 (2.371)] 2024-10-18 09:43:09,087 - Train: 71.77% [897850/1251000] [717.7/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000577] [CE 3.981 (3.966)] [KD 2.406 (2.394)] 2024-10-18 09:43:22,856 - Train: 71.77% [897900/1251000] [717.7/1000.0] [batch_t 0.279 (0.275)] [data_t 0.009] [optim_t 0.270] [lr 0.000577] [CE 3.782 (3.963)] [KD 2.362 (2.392)] 2024-10-18 09:43:36,345 - Train: 71.78% [897950/1251000] [717.8/1000.0] [batch_t 0.275 (0.270)] [data_t 0.009] [optim_t 0.266] [lr 0.000576] [CE 4.425 (4.020)] [KD 2.585 (2.408)] 2024-10-18 09:43:48,857 - Train: 71.78% [898000/1251000] [717.8/1000.0] [batch_t 0.279 (0.250)] [data_t 0.009] [optim_t 0.270] [lr 0.000576] [CE 4.253 (4.062)] [KD 2.546 (2.427)] 2024-10-18 09:44:01,952 - Train: 71.79% [898050/1251000] [717.9/1000.0] [batch_t 0.246 (0.262)] [data_t 0.009] [optim_t 0.237] [lr 0.000576] [CE 3.981 (4.029)] [KD 2.399 (2.402)] 2024-10-18 09:44:15,943 - Train: 71.79% [898100/1251000] [717.9/1000.0] [batch_t 0.246 (0.280)] [data_t 0.009] [optim_t 0.237] [lr 0.000576] [CE 4.140 (4.039)] [KD 2.328 (2.413)] 2024-10-18 09:44:29,627 - Train: 71.79% [898150/1251000] [717.9/1000.0] [batch_t 0.291 (0.274)] [data_t 0.009] [optim_t 0.282] [lr 0.000576] [CE 3.908 (3.924)] [KD 2.374 (2.384)] 2024-10-18 09:44:43,818 - Train: 71.80% [898200/1251000] [718.0/1000.0] [batch_t 0.284 (0.284)] [data_t 0.009] [optim_t 0.275] [lr 0.000576] [CE 4.013 (4.008)] [KD 2.385 (2.392)] 2024-10-18 09:45:01,018 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.250)] [top1_cnt 40033] [top5_cnt 47541] [top_all 50000] 2024-10-18 09:45:01,019 - net: 80.066 (95.082) 2024-10-18 09:45:13,454 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40892] [top5_cnt 47912] [top_all 50000] 2024-10-18 09:45:13,455 - net_E: 81.784 (95.824) 2024-10-18 09:45:13,573 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:45:13,573 - ==> Total time: 2 days, 18:31:54 Eta: 1 day, 2:07:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:45:25,807 - Train: 71.80% [898250/1251000] [718.0/1000.0] [batch_t 0.236 (0.341)] [data_t 0.009] [optim_t 0.227] [lr 0.000576] [CE 3.902 (4.041)] [KD 2.304 (2.392)] 2024-10-18 09:45:38,791 - Train: 71.81% [898300/1251000] [718.1/1000.0] [batch_t 0.287 (0.260)] [data_t 0.009] [optim_t 0.278] [lr 0.000575] [CE 3.949 (3.950)] [KD 2.413 (2.374)] 2024-10-18 09:45:52,489 - Train: 71.81% [898350/1251000] [718.1/1000.0] [batch_t 0.407 (0.274)] [data_t 0.009] [optim_t 0.399] [lr 0.000575] [CE 4.581 (3.948)] [KD 2.668 (2.344)] 2024-10-18 09:46:06,028 - Train: 71.81% [898400/1251000] [718.1/1000.0] [batch_t 0.271 (0.271)] [data_t 0.009] [optim_t 0.262] [lr 0.000575] [CE 4.009 (3.981)] [KD 2.514 (2.375)] 2024-10-18 09:46:19,244 - Train: 71.82% [898450/1251000] [718.2/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.230] [lr 0.000575] [CE 4.132 (4.034)] [KD 2.367 (2.434)] 2024-10-18 09:46:31,383 - Train: 71.82% [898500/1251000] [718.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000575] [CE 3.799 (3.991)] [KD 2.327 (2.391)] 2024-10-18 09:46:44,256 - Train: 71.83% [898550/1251000] [718.3/1000.0] [batch_t 0.268 (0.257)] [data_t 0.009] [optim_t 0.259] [lr 0.000575] [CE 4.472 (3.998)] [KD 2.579 (2.367)] 2024-10-18 09:46:58,335 - Train: 71.83% [898600/1251000] [718.3/1000.0] [batch_t 0.282 (0.281)] [data_t 0.009] [optim_t 0.273] [lr 0.000575] [CE 3.874 (3.956)] [KD 2.263 (2.359)] 2024-10-18 09:47:12,321 - Train: 71.83% [898650/1251000] [718.3/1000.0] [batch_t 0.279 (0.280)] [data_t 0.009] [optim_t 0.270] [lr 0.000574] [CE 4.162 (3.977)] [KD 2.492 (2.372)] 2024-10-18 09:47:26,482 - Train: 71.84% [898700/1251000] [718.4/1000.0] [batch_t 0.368 (0.283)] [data_t 0.009] [optim_t 0.359] [lr 0.000574] [CE 4.160 (3.970)] [KD 2.499 (2.377)] 2024-10-18 09:47:40,240 - Train: 71.84% [898750/1251000] [718.4/1000.0] [batch_t 0.237 (0.275)] [data_t 0.009] [optim_t 0.228] [lr 0.000574] [CE 3.846 (3.931)] [KD 2.445 (2.345)] 2024-10-18 09:47:52,655 - Train: 71.85% [898800/1251000] [718.5/1000.0] [batch_t 0.275 (0.248)] [data_t 0.009] [optim_t 0.266] [lr 0.000574] [CE 3.798 (3.946)] [KD 2.336 (2.349)] 2024-10-18 09:48:05,937 - Train: 71.85% [898850/1251000] [718.5/1000.0] [batch_t 0.306 (0.265)] [data_t 0.009] [optim_t 0.297] [lr 0.000574] [CE 4.048 (4.025)] [KD 2.351 (2.415)] 2024-10-18 09:48:20,045 - Train: 71.85% [898900/1251000] [718.5/1000.0] [batch_t 0.279 (0.282)] [data_t 0.009] [optim_t 0.270] [lr 0.000574] [CE 3.930 (4.023)] [KD 2.426 (2.405)] 2024-10-18 09:48:34,266 - Train: 71.86% [898950/1251000] [718.6/1000.0] [batch_t 0.285 (0.284)] [data_t 0.009] [optim_t 0.276] [lr 0.000574] [CE 4.229 (4.017)] [KD 2.614 (2.389)] 2024-10-18 09:48:48,070 - Train: 71.86% [899000/1251000] [718.6/1000.0] [batch_t 0.247 (0.276)] [data_t 0.009] [optim_t 0.238] [lr 0.000573] [CE 4.193 (4.012)] [KD 2.590 (2.390)] 2024-10-18 09:49:00,640 - Train: 71.87% [899050/1251000] [718.7/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000573] [CE 3.732 (3.967)] [KD 2.140 (2.390)] 2024-10-18 09:49:12,613 - Train: 71.87% [899100/1251000] [718.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000573] [CE 4.131 (3.944)] [KD 2.521 (2.381)] 2024-10-18 09:49:25,259 - Train: 71.87% [899150/1251000] [718.7/1000.0] [batch_t 0.285 (0.253)] [data_t 0.009] [optim_t 0.276] [lr 0.000573] [CE 4.028 (4.035)] [KD 2.306 (2.427)] 2024-10-18 09:49:38,902 - Train: 71.88% [899200/1251000] [718.8/1000.0] [batch_t 0.238 (0.273)] [data_t 0.009] [optim_t 0.229] [lr 0.000573] [CE 3.559 (3.952)] [KD 2.021 (2.345)] 2024-10-18 09:49:52,431 - Train: 71.88% [899250/1251000] [718.8/1000.0] [batch_t 0.261 (0.270)] [data_t 0.009] [optim_t 0.252] [lr 0.000573] [CE 4.448 (4.077)] [KD 2.600 (2.442)] 2024-10-18 09:50:05,753 - Train: 71.89% [899300/1251000] [718.9/1000.0] [batch_t 0.289 (0.266)] [data_t 0.009] [optim_t 0.280] [lr 0.000573] [CE 4.109 (3.999)] [KD 2.511 (2.389)] 2024-10-18 09:50:19,124 - Train: 71.89% [899350/1251000] [718.9/1000.0] [batch_t 0.300 (0.267)] [data_t 0.009] [optim_t 0.291] [lr 0.000572] [CE 4.181 (4.000)] [KD 2.460 (2.431)] 2024-10-18 09:50:31,231 - Train: 71.89% [899400/1251000] [718.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000572] [CE 3.755 (4.014)] [KD 2.102 (2.403)] 2024-10-18 09:50:43,327 - Train: 71.90% [899450/1251000] [719.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000572] [CE 3.832 (4.109)] [KD 2.428 (2.460)] 2024-10-18 09:51:01,288 - Test (net): 100.00% [50/50] [batch_t 0.086 (0.264)] [top1_cnt 39840] [top5_cnt 47494] [top_all 50000] 2024-10-18 09:51:01,289 - net: 79.680 (94.988) 2024-10-18 09:51:15,100 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.269)] [top1_cnt 40918] [top5_cnt 47918] [top_all 50000] 2024-10-18 09:51:15,100 - net_E: 81.836 (95.836) 2024-10-18 09:51:15,227 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.852 (epoch: 712)] 2024-10-18 09:51:15,228 - ==> Total time: 2 days, 18:37:55 Eta: 1 day, 2:02:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:51:26,793 - Train: 71.90% [899500/1251000] [719.0/1000.0] [batch_t 0.236 (0.324)] [data_t 0.009] [optim_t 0.227] [lr 0.000572] [CE 4.304 (3.970)] [KD 2.435 (2.355)] 2024-10-18 09:51:39,867 - Train: 71.91% [899550/1251000] [719.1/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.000572] [CE 4.217 (3.966)] [KD 2.632 (2.373)] 2024-10-18 09:51:52,538 - Train: 71.91% [899600/1251000] [719.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.000572] [CE 3.859 (3.963)] [KD 2.358 (2.369)] 2024-10-18 09:52:04,778 - Train: 71.91% [899650/1251000] [719.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000572] [CE 4.460 (3.928)] [KD 2.783 (2.340)] 2024-10-18 09:52:18,079 - Train: 71.92% [899700/1251000] [719.2/1000.0] [batch_t 0.510 (0.266)] [data_t 0.009] [optim_t 0.501] [lr 0.000571] [CE 3.770 (4.087)] [KD 2.225 (2.388)] 2024-10-18 09:52:31,877 - Train: 71.92% [899750/1251000] [719.2/1000.0] [batch_t 0.240 (0.276)] [data_t 0.009] [optim_t 0.231] [lr 0.000571] [CE 3.201 (4.017)] [KD 1.993 (2.400)] 2024-10-18 09:52:45,627 - Train: 71.93% [899800/1251000] [719.3/1000.0] [batch_t 0.241 (0.275)] [data_t 0.009] [optim_t 0.232] [lr 0.000571] [CE 4.297 (4.024)] [KD 2.644 (2.428)] 2024-10-18 09:52:59,571 - Train: 71.93% [899850/1251000] [719.3/1000.0] [batch_t 0.363 (0.279)] [data_t 0.009] [optim_t 0.353] [lr 0.000571] [CE 3.728 (3.997)] [KD 2.339 (2.379)] 2024-10-18 09:53:12,573 - Train: 71.93% [899900/1251000] [719.3/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.224] [lr 0.000571] [CE 3.911 (4.044)] [KD 2.386 (2.404)] 2024-10-18 09:53:25,013 - Train: 71.94% [899950/1251000] [719.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000571] [CE 4.079 (3.984)] [KD 2.652 (2.375)] 2024-10-18 09:53:38,613 - Train: 71.94% [900000/1251000] [719.4/1000.0] [batch_t 0.238 (0.272)] [data_t 0.009] [optim_t 0.229] [lr 0.000570] [CE 3.889 (3.946)] [KD 2.395 (2.362)] 2024-10-18 09:53:52,303 - Train: 71.95% [900050/1251000] [719.5/1000.0] [batch_t 0.294 (0.274)] [data_t 0.009] [optim_t 0.285] [lr 0.000570] [CE 3.691 (3.989)] [KD 2.102 (2.415)] 2024-10-18 09:54:05,968 - Train: 71.95% [900100/1251000] [719.5/1000.0] [batch_t 0.245 (0.273)] [data_t 0.009] [optim_t 0.236] [lr 0.000570] [CE 3.963 (3.949)] [KD 2.287 (2.329)] 2024-10-18 09:54:19,765 - Train: 71.95% [900150/1251000] [719.5/1000.0] [batch_t 0.298 (0.276)] [data_t 0.009] [optim_t 0.289] [lr 0.000570] [CE 3.779 (4.001)] [KD 2.231 (2.392)] 2024-10-18 09:54:32,591 - Train: 71.96% [900200/1251000] [719.6/1000.0] [batch_t 0.237 (0.256)] [data_t 0.009] [optim_t 0.228] [lr 0.000570] [CE 3.302 (3.964)] [KD 2.086 (2.398)] 2024-10-18 09:54:44,630 - Train: 71.96% [900250/1251000] [719.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000570] [CE 3.981 (4.034)] [KD 2.485 (2.396)] 2024-10-18 09:54:58,066 - Train: 71.97% [900300/1251000] [719.7/1000.0] [batch_t 0.264 (0.269)] [data_t 0.009] [optim_t 0.255] [lr 0.000570] [CE 4.259 (3.965)] [KD 2.538 (2.346)] 2024-10-18 09:55:11,312 - Train: 71.97% [900350/1251000] [719.7/1000.0] [batch_t 0.235 (0.265)] [data_t 0.009] [optim_t 0.226] [lr 0.000569] [CE 3.899 (4.071)] [KD 2.320 (2.445)] 2024-10-18 09:55:24,627 - Train: 71.97% [900400/1251000] [719.7/1000.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.000569] [CE 3.841 (3.978)] [KD 2.280 (2.411)] 2024-10-18 09:55:38,136 - Train: 71.98% [900450/1251000] [719.8/1000.0] [batch_t 0.279 (0.270)] [data_t 0.009] [optim_t 0.270] [lr 0.000569] [CE 3.447 (3.967)] [KD 2.086 (2.369)] 2024-10-18 09:55:51,063 - Train: 71.98% [900500/1251000] [719.8/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.000569] [CE 4.364 (3.918)] [KD 2.570 (2.373)] 2024-10-18 09:56:03,919 - Train: 71.99% [900550/1251000] [719.9/1000.0] [batch_t 0.387 (0.257)] [data_t 0.009] [optim_t 0.378] [lr 0.000569] [CE 3.682 (4.042)] [KD 2.057 (2.418)] 2024-10-18 09:56:16,102 - Train: 71.99% [900600/1251000] [719.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000569] [CE 3.948 (3.926)] [KD 2.356 (2.360)] 2024-10-18 09:56:29,660 - Train: 71.99% [900650/1251000] [719.9/1000.0] [batch_t 0.272 (0.271)] [data_t 0.045] [optim_t 0.227] [lr 0.000569] [CE 3.483 (3.972)] [KD 2.330 (2.406)] 2024-10-18 09:56:43,720 - Train: 72.00% [900700/1251000] [720.0/1000.0] [batch_t 0.325 (0.281)] [data_t 0.098] [optim_t 0.227] [lr 0.000568] [CE 4.576 (3.980)] [KD 2.709 (2.360)] 2024-10-18 09:57:02,743 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.270)] [top1_cnt 39784] [top5_cnt 47399] [top_all 50000] 2024-10-18 09:57:02,743 - net: 79.568 (94.798) 2024-10-18 09:57:15,794 - Test (net_E): 100.00% [50/50] [batch_t 0.085 (0.253)] [top1_cnt 40932] [top5_cnt 47935] [top_all 50000] 2024-10-18 09:57:15,795 - net_E: 81.864 (95.870) 2024-10-18 09:57:15,957 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.864 (epoch: 720)] 2024-10-18 09:57:15,957 - ==> Total time: 2 days, 18:43:56 Eta: 1 day, 1:57:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 09:57:29,441 - Train: 72.00% [900750/1251000] [720.0/1000.0] [batch_t 0.236 (0.283)] [data_t 0.009] [optim_t 0.227] [lr 0.000568] [CE 3.532 (3.943)] [KD 2.195 (2.367)] 2024-10-18 09:57:42,435 - Train: 72.01% [900800/1251000] [720.1/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000568] [CE 3.544 (3.987)] [KD 2.096 (2.343)] 2024-10-18 09:57:54,515 - Train: 72.01% [900850/1251000] [720.1/1000.0] [batch_t 0.285 (0.241)] [data_t 0.009] [optim_t 0.276] [lr 0.000568] [CE 3.570 (3.951)] [KD 2.011 (2.349)] 2024-10-18 09:58:08,460 - Train: 72.01% [900900/1251000] [720.1/1000.0] [batch_t 0.288 (0.279)] [data_t 0.009] [optim_t 0.279] [lr 0.000568] [CE 4.156 (3.934)] [KD 2.511 (2.367)] 2024-10-18 09:58:22,445 - Train: 72.02% [900950/1251000] [720.2/1000.0] [batch_t 0.238 (0.280)] [data_t 0.009] [optim_t 0.229] [lr 0.000568] [CE 4.090 (3.987)] [KD 2.365 (2.345)] 2024-10-18 09:58:35,502 - Train: 72.02% [901000/1251000] [720.2/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000568] [CE 3.745 (4.042)] [KD 2.074 (2.428)] 2024-10-18 09:58:47,871 - Train: 72.03% [901050/1251000] [720.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000567] [CE 3.619 (3.987)] [KD 2.176 (2.383)] 2024-10-18 09:59:01,440 - Train: 72.03% [901100/1251000] [720.3/1000.0] [batch_t 0.290 (0.271)] [data_t 0.009] [optim_t 0.281] [lr 0.000567] [CE 3.986 (3.972)] [KD 2.429 (2.387)] 2024-10-18 09:59:15,139 - Train: 72.03% [901150/1251000] [720.3/1000.0] [batch_t 0.275 (0.274)] [data_t 0.009] [optim_t 0.266] [lr 0.000567] [CE 3.884 (4.010)] [KD 2.292 (2.418)] 2024-10-18 09:59:28,630 - Train: 72.04% [901200/1251000] [720.4/1000.0] [batch_t 0.272 (0.270)] [data_t 0.009] [optim_t 0.263] [lr 0.000567] [CE 4.101 (4.070)] [KD 2.413 (2.424)] 2024-10-18 09:59:42,332 - Train: 72.04% [901250/1251000] [720.4/1000.0] [batch_t 0.239 (0.274)] [data_t 0.009] [optim_t 0.230] [lr 0.000567] [CE 4.135 (3.970)] [KD 2.378 (2.380)] 2024-10-18 09:59:55,517 - Train: 72.05% [901300/1251000] [720.5/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000567] [CE 3.778 (3.955)] [KD 2.120 (2.351)] 2024-10-18 10:00:07,946 - Train: 72.05% [901350/1251000] [720.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000567] [CE 3.685 (4.027)] [KD 2.349 (2.420)] 2024-10-18 10:00:20,203 - Train: 72.05% [901400/1251000] [720.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000566] [CE 3.818 (3.926)] [KD 2.293 (2.333)] 2024-10-18 10:00:33,129 - Train: 72.06% [901450/1251000] [720.6/1000.0] [batch_t 0.274 (0.258)] [data_t 0.009] [optim_t 0.265] [lr 0.000566] [CE 4.130 (4.009)] [KD 2.589 (2.396)] 2024-10-18 10:00:46,505 - Train: 72.06% [901500/1251000] [720.6/1000.0] [batch_t 0.241 (0.267)] [data_t 0.009] [optim_t 0.232] [lr 0.000566] [CE 4.074 (3.972)] [KD 2.539 (2.376)] 2024-10-18 10:00:59,875 - Train: 72.07% [901550/1251000] [720.7/1000.0] [batch_t 0.259 (0.267)] [data_t 0.009] [optim_t 0.250] [lr 0.000566] [CE 4.109 (4.005)] [KD 2.520 (2.416)] 2024-10-18 10:01:13,320 - Train: 72.07% [901600/1251000] [720.7/1000.0] [batch_t 0.262 (0.269)] [data_t 0.034] [optim_t 0.228] [lr 0.000566] [CE 4.133 (3.985)] [KD 2.541 (2.385)] 2024-10-18 10:01:25,531 - Train: 72.07% [901650/1251000] [720.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000566] [CE 4.045 (4.123)] [KD 2.434 (2.439)] 2024-10-18 10:01:38,281 - Train: 72.08% [901700/1251000] [720.8/1000.0] [batch_t 0.274 (0.255)] [data_t 0.044] [optim_t 0.229] [lr 0.000566] [CE 4.091 (3.941)] [KD 2.406 (2.362)] 2024-10-18 10:01:52,234 - Train: 72.08% [901750/1251000] [720.8/1000.0] [batch_t 0.384 (0.279)] [data_t 0.054] [optim_t 0.330] [lr 0.000565] [CE 3.385 (4.040)] [KD 2.014 (2.428)] 2024-10-18 10:02:05,759 - Train: 72.09% [901800/1251000] [720.9/1000.0] [batch_t 0.277 (0.270)] [data_t 0.053] [optim_t 0.223] [lr 0.000565] [CE 3.966 (3.975)] [KD 2.416 (2.396)] 2024-10-18 10:02:19,667 - Train: 72.09% [901850/1251000] [720.9/1000.0] [batch_t 0.260 (0.278)] [data_t 0.034] [optim_t 0.227] [lr 0.000565] [CE 4.094 (3.928)] [KD 2.562 (2.382)] 2024-10-18 10:02:33,292 - Train: 72.09% [901900/1251000] [720.9/1000.0] [batch_t 0.267 (0.272)] [data_t 0.042] [optim_t 0.226] [lr 0.000565] [CE 4.233 (3.954)] [KD 2.581 (2.368)] 2024-10-18 10:02:45,944 - Train: 72.10% [901950/1251000] [721.0/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000565] [CE 4.048 (4.024)] [KD 2.584 (2.410)] 2024-10-18 10:03:04,123 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.259)] [top1_cnt 39890] [top5_cnt 47512] [top_all 50000] 2024-10-18 10:03:04,123 - net: 79.780 (95.024) 2024-10-18 10:03:18,394 - Test (net_E): 100.00% [50/50] [batch_t 0.082 (0.278)] [top1_cnt 40968] [top5_cnt 47915] [top_all 50000] 2024-10-18 10:03:18,395 - net_E: 81.936 (95.830) 2024-10-18 10:03:18,544 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:03:18,544 - ==> Total time: 2 days, 18:49:59 Eta: 1 day, 1:51:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:03:31,619 - Train: 72.10% [902000/1251000] [721.0/1000.0] [batch_t 0.237 (0.292)] [data_t 0.009] [optim_t 0.228] [lr 0.000565] [CE 3.807 (4.016)] [KD 2.375 (2.417)] 2024-10-18 10:03:44,212 - Train: 72.11% [902050/1251000] [721.1/1000.0] [batch_t 0.290 (0.252)] [data_t 0.009] [optim_t 0.281] [lr 0.000565] [CE 4.176 (3.976)] [KD 2.433 (2.370)] 2024-10-18 10:03:57,455 - Train: 72.11% [902100/1251000] [721.1/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000564] [CE 3.336 (3.982)] [KD 2.080 (2.351)] 2024-10-18 10:04:09,789 - Train: 72.11% [902150/1251000] [721.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000564] [CE 4.494 (3.959)] [KD 2.584 (2.329)] 2024-10-18 10:04:21,740 - Train: 72.12% [902200/1251000] [721.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000564] [CE 4.623 (4.002)] [KD 2.615 (2.375)] 2024-10-18 10:04:35,375 - Train: 72.12% [902250/1251000] [721.2/1000.0] [batch_t 0.240 (0.273)] [data_t 0.009] [optim_t 0.231] [lr 0.000564] [CE 4.020 (4.027)] [KD 2.394 (2.392)] 2024-10-18 10:04:49,153 - Train: 72.13% [902300/1251000] [721.3/1000.0] [batch_t 0.290 (0.275)] [data_t 0.009] [optim_t 0.282] [lr 0.000564] [CE 3.294 (3.948)] [KD 2.150 (2.332)] 2024-10-18 10:05:02,961 - Train: 72.13% [902350/1251000] [721.3/1000.0] [batch_t 0.261 (0.276)] [data_t 0.009] [optim_t 0.252] [lr 0.000564] [CE 3.903 (4.022)] [KD 2.107 (2.409)] 2024-10-18 10:05:16,700 - Train: 72.13% [902400/1251000] [721.3/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.000564] [CE 4.412 (3.979)] [KD 2.418 (2.362)] 2024-10-18 10:05:28,784 - Train: 72.14% [902450/1251000] [721.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000563] [CE 4.110 (4.003)] [KD 2.488 (2.399)] 2024-10-18 10:05:41,746 - Train: 72.14% [902500/1251000] [721.4/1000.0] [batch_t 0.238 (0.259)] [data_t 0.009] [optim_t 0.229] [lr 0.000563] [CE 3.946 (4.006)] [KD 2.296 (2.373)] 2024-10-18 10:05:55,219 - Train: 72.15% [902550/1251000] [721.5/1000.0] [batch_t 0.282 (0.269)] [data_t 0.009] [optim_t 0.273] [lr 0.000563] [CE 3.930 (3.961)] [KD 2.296 (2.369)] 2024-10-18 10:06:09,074 - Train: 72.15% [902600/1251000] [721.5/1000.0] [batch_t 0.260 (0.277)] [data_t 0.009] [optim_t 0.251] [lr 0.000563] [CE 4.527 (4.006)] [KD 2.724 (2.402)] 2024-10-18 10:06:23,076 - Train: 72.15% [902650/1251000] [721.5/1000.0] [batch_t 0.248 (0.280)] [data_t 0.009] [optim_t 0.240] [lr 0.000563] [CE 3.956 (4.052)] [KD 2.534 (2.415)] 2024-10-18 10:06:36,975 - Train: 72.16% [902700/1251000] [721.6/1000.0] [batch_t 0.275 (0.278)] [data_t 0.009] [optim_t 0.267] [lr 0.000563] [CE 4.408 (3.986)] [KD 2.478 (2.386)] 2024-10-18 10:06:49,549 - Train: 72.16% [902750/1251000] [721.6/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.000563] [CE 3.625 (4.008)] [KD 2.264 (2.381)] 2024-10-18 10:07:01,938 - Train: 72.17% [902800/1251000] [721.7/1000.0] [batch_t 0.298 (0.248)] [data_t 0.009] [optim_t 0.289] [lr 0.000562] [CE 3.500 (3.969)] [KD 2.058 (2.348)] 2024-10-18 10:07:15,918 - Train: 72.17% [902850/1251000] [721.7/1000.0] [batch_t 0.252 (0.279)] [data_t 0.009] [optim_t 0.243] [lr 0.000562] [CE 3.835 (3.999)] [KD 2.352 (2.373)] 2024-10-18 10:07:30,030 - Train: 72.17% [902900/1251000] [721.7/1000.0] [batch_t 0.287 (0.282)] [data_t 0.009] [optim_t 0.278] [lr 0.000562] [CE 4.154 (4.052)] [KD 2.556 (2.407)] 2024-10-18 10:07:43,745 - Train: 72.18% [902950/1251000] [721.8/1000.0] [batch_t 0.240 (0.274)] [data_t 0.009] [optim_t 0.231] [lr 0.000562] [CE 4.419 (3.963)] [KD 2.776 (2.353)] 2024-10-18 10:07:56,376 - Train: 72.18% [903000/1251000] [721.8/1000.0] [batch_t 0.243 (0.252)] [data_t 0.009] [optim_t 0.234] [lr 0.000562] [CE 3.854 (4.036)] [KD 2.268 (2.410)] 2024-10-18 10:08:08,639 - Train: 72.19% [903050/1251000] [721.9/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000562] [CE 3.648 (3.937)] [KD 2.101 (2.352)] 2024-10-18 10:08:20,972 - Train: 72.19% [903100/1251000] [721.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000562] [CE 4.092 (4.035)] [KD 2.332 (2.429)] 2024-10-18 10:08:34,057 - Train: 72.19% [903150/1251000] [721.9/1000.0] [batch_t 0.295 (0.262)] [data_t 0.009] [optim_t 0.286] [lr 0.000561] [CE 3.945 (4.022)] [KD 2.339 (2.388)] 2024-10-18 10:08:47,487 - Train: 72.20% [903200/1251000] [722.0/1000.0] [batch_t 0.281 (0.269)] [data_t 0.009] [optim_t 0.272] [lr 0.000561] [CE 4.045 (3.929)] [KD 2.502 (2.323)] 2024-10-18 10:09:06,565 - Test (net): 100.00% [50/50] [batch_t 0.089 (0.270)] [top1_cnt 40026] [top5_cnt 47510] [top_all 50000] 2024-10-18 10:09:06,566 - net: 80.052 (95.020) 2024-10-18 10:09:19,859 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.259)] [top1_cnt 40959] [top5_cnt 47921] [top_all 50000] 2024-10-18 10:09:19,860 - net_E: 81.918 (95.842) 2024-10-18 10:09:19,990 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:09:19,991 - ==> Total time: 2 days, 18:56:00 Eta: 1 day, 1:46:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:09:30,305 - Train: 72.20% [903250/1251000] [722.0/1000.0] [batch_t 0.233 (0.318)] [data_t 0.009] [optim_t 0.224] [lr 0.000561] [CE 3.476 (3.957)] [KD 2.195 (2.336)] 2024-10-18 10:09:42,575 - Train: 72.21% [903300/1251000] [722.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000561] [CE 4.357 (3.975)] [KD 2.547 (2.349)] 2024-10-18 10:09:56,095 - Train: 72.21% [903350/1251000] [722.1/1000.0] [batch_t 0.290 (0.270)] [data_t 0.009] [optim_t 0.281] [lr 0.000561] [CE 3.901 (3.941)] [KD 2.247 (2.334)] 2024-10-18 10:10:10,194 - Train: 72.21% [903400/1251000] [722.1/1000.0] [batch_t 0.277 (0.282)] [data_t 0.009] [optim_t 0.268] [lr 0.000561] [CE 4.325 (3.892)] [KD 2.591 (2.302)] 2024-10-18 10:10:23,769 - Train: 72.22% [903450/1251000] [722.2/1000.0] [batch_t 0.240 (0.271)] [data_t 0.009] [optim_t 0.231] [lr 0.000561] [CE 3.681 (3.988)] [KD 2.086 (2.402)] 2024-10-18 10:10:37,514 - Train: 72.22% [903500/1251000] [722.2/1000.0] [batch_t 0.316 (0.275)] [data_t 0.009] [optim_t 0.307] [lr 0.000560] [CE 4.420 (3.985)] [KD 2.515 (2.377)] 2024-10-18 10:10:50,051 - Train: 72.23% [903550/1251000] [722.3/1000.0] [batch_t 0.263 (0.251)] [data_t 0.009] [optim_t 0.254] [lr 0.000560] [CE 4.057 (3.958)] [KD 2.480 (2.389)] 2024-10-18 10:11:03,282 - Train: 72.23% [903600/1251000] [722.3/1000.0] [batch_t 0.234 (0.265)] [data_t 0.009] [optim_t 0.225] [lr 0.000560] [CE 3.607 (4.064)] [KD 2.305 (2.410)] 2024-10-18 10:11:16,986 - Train: 72.23% [903650/1251000] [722.3/1000.0] [batch_t 0.261 (0.274)] [data_t 0.009] [optim_t 0.252] [lr 0.000560] [CE 3.847 (3.925)] [KD 2.302 (2.379)] 2024-10-18 10:11:30,888 - Train: 72.24% [903700/1251000] [722.4/1000.0] [batch_t 0.290 (0.278)] [data_t 0.009] [optim_t 0.282] [lr 0.000560] [CE 3.914 (3.984)] [KD 2.159 (2.365)] 2024-10-18 10:11:44,783 - Train: 72.24% [903750/1251000] [722.4/1000.0] [batch_t 0.288 (0.278)] [data_t 0.009] [optim_t 0.279] [lr 0.000560] [CE 3.305 (4.016)] [KD 1.966 (2.411)] 2024-10-18 10:11:59,026 - Train: 72.25% [903800/1251000] [722.5/1000.0] [batch_t 0.257 (0.285)] [data_t 0.009] [optim_t 0.248] [lr 0.000560] [CE 3.878 (3.969)] [KD 2.406 (2.377)] 2024-10-18 10:12:11,857 - Train: 72.25% [903850/1251000] [722.5/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.000559] [CE 4.183 (4.007)] [KD 2.503 (2.400)] 2024-10-18 10:12:24,987 - Train: 72.25% [903900/1251000] [722.5/1000.0] [batch_t 0.292 (0.263)] [data_t 0.009] [optim_t 0.283] [lr 0.000559] [CE 3.900 (3.963)] [KD 2.353 (2.374)] 2024-10-18 10:12:38,708 - Train: 72.26% [903950/1251000] [722.6/1000.0] [batch_t 0.294 (0.274)] [data_t 0.009] [optim_t 0.285] [lr 0.000559] [CE 3.897 (3.928)] [KD 2.376 (2.347)] 2024-10-18 10:12:52,376 - Train: 72.26% [904000/1251000] [722.6/1000.0] [batch_t 0.276 (0.273)] [data_t 0.009] [optim_t 0.267] [lr 0.000559] [CE 4.444 (4.039)] [KD 2.643 (2.357)] 2024-10-18 10:13:06,637 - Train: 72.27% [904050/1251000] [722.7/1000.0] [batch_t 0.263 (0.285)] [data_t 0.009] [optim_t 0.255] [lr 0.000559] [CE 4.144 (4.038)] [KD 2.418 (2.374)] 2024-10-18 10:13:21,096 - Train: 72.27% [904100/1251000] [722.7/1000.0] [batch_t 0.262 (0.289)] [data_t 0.009] [optim_t 0.253] [lr 0.000559] [CE 3.757 (3.977)] [KD 2.274 (2.349)] 2024-10-18 10:13:33,384 - Train: 72.27% [904150/1251000] [722.7/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.000559] [CE 3.718 (3.938)] [KD 2.153 (2.371)] 2024-10-18 10:13:46,517 - Train: 72.28% [904200/1251000] [722.8/1000.0] [batch_t 0.279 (0.263)] [data_t 0.009] [optim_t 0.270] [lr 0.000558] [CE 3.908 (4.022)] [KD 2.346 (2.398)] 2024-10-18 10:14:00,249 - Train: 72.28% [904250/1251000] [722.8/1000.0] [batch_t 0.258 (0.275)] [data_t 0.009] [optim_t 0.249] [lr 0.000558] [CE 4.089 (4.000)] [KD 2.401 (2.394)] 2024-10-18 10:14:13,868 - Train: 72.29% [904300/1251000] [722.9/1000.0] [batch_t 0.276 (0.272)] [data_t 0.009] [optim_t 0.267] [lr 0.000558] [CE 3.980 (4.010)] [KD 2.363 (2.392)] 2024-10-18 10:14:27,560 - Train: 72.29% [904350/1251000] [722.9/1000.0] [batch_t 0.287 (0.274)] [data_t 0.009] [optim_t 0.278] [lr 0.000558] [CE 3.849 (4.038)] [KD 2.200 (2.412)] 2024-10-18 10:14:41,535 - Train: 72.29% [904400/1251000] [722.9/1000.0] [batch_t 0.280 (0.279)] [data_t 0.009] [optim_t 0.271] [lr 0.000558] [CE 4.649 (4.033)] [KD 2.727 (2.432)] 2024-10-18 10:14:53,987 - Train: 72.30% [904450/1251000] [723.0/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000558] [CE 4.227 (3.982)] [KD 2.436 (2.405)] 2024-10-18 10:15:13,480 - Test (net): 100.00% [50/50] [batch_t 0.095 (0.277)] [top1_cnt 39865] [top5_cnt 47481] [top_all 50000] 2024-10-18 10:15:13,480 - net: 79.730 (94.962) 2024-10-18 10:15:27,561 - Test (net_E): 100.00% [50/50] [batch_t 0.118 (0.275)] [top1_cnt 40937] [top5_cnt 47931] [top_all 50000] 2024-10-18 10:15:27,562 - net_E: 81.874 (95.862) 2024-10-18 10:15:27,725 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:15:27,725 - ==> Total time: 2 days, 19:02:08 Eta: 1 day, 1:40:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:15:38,295 - Train: 72.30% [904500/1251000] [723.0/1000.0] [batch_t 0.234 (0.330)] [data_t 0.009] [optim_t 0.225] [lr 0.000558] [CE 4.306 (3.981)] [KD 2.664 (2.376)] 2024-10-18 10:15:50,984 - Train: 72.31% [904550/1251000] [723.1/1000.0] [batch_t 0.284 (0.254)] [data_t 0.009] [optim_t 0.275] [lr 0.000557] [CE 4.471 (4.033)] [KD 2.597 (2.399)] 2024-10-18 10:16:04,687 - Train: 72.31% [904600/1251000] [723.1/1000.0] [batch_t 0.282 (0.274)] [data_t 0.009] [optim_t 0.273] [lr 0.000557] [CE 4.013 (3.959)] [KD 2.228 (2.337)] 2024-10-18 10:16:16,934 - Train: 72.31% [904650/1251000] [723.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000557] [CE 3.799 (3.992)] [KD 2.224 (2.345)] 2024-10-18 10:16:28,723 - Train: 72.32% [904700/1251000] [723.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000557] [CE 4.203 (3.965)] [KD 2.463 (2.364)] 2024-10-18 10:16:41,595 - Train: 72.32% [904750/1251000] [723.2/1000.0] [batch_t 0.299 (0.257)] [data_t 0.009] [optim_t 0.290] [lr 0.000557] [CE 4.527 (3.964)] [KD 2.384 (2.356)] 2024-10-18 10:16:54,868 - Train: 72.33% [904800/1251000] [723.3/1000.0] [batch_t 0.245 (0.265)] [data_t 0.009] [optim_t 0.237] [lr 0.000557] [CE 3.680 (3.940)] [KD 2.251 (2.347)] 2024-10-18 10:17:08,420 - Train: 72.33% [904850/1251000] [723.3/1000.0] [batch_t 0.300 (0.271)] [data_t 0.009] [optim_t 0.291] [lr 0.000557] [CE 3.828 (3.980)] [KD 2.302 (2.349)] 2024-10-18 10:17:21,681 - Train: 72.33% [904900/1251000] [723.3/1000.0] [batch_t 0.279 (0.265)] [data_t 0.009] [optim_t 0.270] [lr 0.000556] [CE 4.323 (4.050)] [KD 2.392 (2.406)] 2024-10-18 10:17:34,220 - Train: 72.34% [904950/1251000] [723.4/1000.0] [batch_t 0.375 (0.251)] [data_t 0.009] [optim_t 0.366] [lr 0.000556] [CE 4.006 (3.972)] [KD 2.411 (2.361)] 2024-10-18 10:17:46,446 - Train: 72.34% [905000/1251000] [723.4/1000.0] [batch_t 0.269 (0.244)] [data_t 0.009] [optim_t 0.260] [lr 0.000556] [CE 4.123 (4.058)] [KD 2.228 (2.417)] 2024-10-18 10:18:00,231 - Train: 72.35% [905050/1251000] [723.5/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000556] [CE 3.795 (4.003)] [KD 2.285 (2.393)] 2024-10-18 10:18:14,195 - Train: 72.35% [905100/1251000] [723.5/1000.0] [batch_t 0.308 (0.279)] [data_t 0.009] [optim_t 0.299] [lr 0.000556] [CE 4.117 (3.989)] [KD 2.601 (2.404)] 2024-10-18 10:18:27,880 - Train: 72.35% [905150/1251000] [723.5/1000.0] [batch_t 0.282 (0.274)] [data_t 0.009] [optim_t 0.273] [lr 0.000556] [CE 4.324 (4.022)] [KD 2.410 (2.381)] 2024-10-18 10:18:41,299 - Train: 72.36% [905200/1251000] [723.6/1000.0] [batch_t 0.269 (0.268)] [data_t 0.009] [optim_t 0.260] [lr 0.000556] [CE 4.062 (4.037)] [KD 2.398 (2.358)] 2024-10-18 10:18:54,071 - Train: 72.36% [905250/1251000] [723.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000555] [CE 4.159 (3.956)] [KD 2.444 (2.389)] 2024-10-18 10:19:06,173 - Train: 72.37% [905300/1251000] [723.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000555] [CE 4.268 (4.081)] [KD 2.470 (2.417)] 2024-10-18 10:19:19,367 - Train: 72.37% [905350/1251000] [723.7/1000.0] [batch_t 0.294 (0.264)] [data_t 0.009] [optim_t 0.285] [lr 0.000555] [CE 4.278 (4.017)] [KD 2.577 (2.385)] 2024-10-18 10:19:33,136 - Train: 72.37% [905400/1251000] [723.7/1000.0] [batch_t 0.252 (0.275)] [data_t 0.009] [optim_t 0.243] [lr 0.000555] [CE 3.689 (3.987)] [KD 2.350 (2.366)] 2024-10-18 10:19:46,614 - Train: 72.38% [905450/1251000] [723.8/1000.0] [batch_t 0.262 (0.269)] [data_t 0.009] [optim_t 0.253] [lr 0.000555] [CE 4.187 (3.977)] [KD 2.418 (2.403)] 2024-10-18 10:20:00,118 - Train: 72.38% [905500/1251000] [723.8/1000.0] [batch_t 0.311 (0.270)] [data_t 0.009] [optim_t 0.302] [lr 0.000555] [CE 3.909 (3.947)] [KD 2.449 (2.356)] 2024-10-18 10:20:13,270 - Train: 72.39% [905550/1251000] [723.9/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.000555] [CE 3.388 (3.991)] [KD 2.083 (2.391)] 2024-10-18 10:20:25,448 - Train: 72.39% [905600/1251000] [723.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000554] [CE 4.057 (3.960)] [KD 2.575 (2.362)] 2024-10-18 10:20:38,275 - Train: 72.39% [905650/1251000] [723.9/1000.0] [batch_t 0.245 (0.256)] [data_t 0.009] [optim_t 0.236] [lr 0.000554] [CE 3.854 (4.022)] [KD 2.467 (2.364)] 2024-10-18 10:20:51,687 - Train: 72.40% [905700/1251000] [724.0/1000.0] [batch_t 0.290 (0.268)] [data_t 0.009] [optim_t 0.281] [lr 0.000554] [CE 3.837 (3.958)] [KD 2.257 (2.379)] 2024-10-18 10:21:11,056 - Test (net): 100.00% [50/50] [batch_t 0.091 (0.261)] [top1_cnt 40008] [top5_cnt 47562] [top_all 50000] 2024-10-18 10:21:11,057 - net: 80.016 (95.124) 2024-10-18 10:21:24,666 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.264)] [top1_cnt 40920] [top5_cnt 47922] [top_all 50000] 2024-10-18 10:21:24,667 - net_E: 81.840 (95.844) 2024-10-18 10:21:24,822 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:21:24,822 - ==> Total time: 2 days, 19:08:05 Eta: 1 day, 1:35:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:21:35,415 - Train: 72.40% [905750/1251000] [724.0/1000.0] [batch_t 0.237 (0.339)] [data_t 0.009] [optim_t 0.228] [lr 0.000554] [CE 4.216 (3.997)] [KD 2.577 (2.385)] 2024-10-18 10:21:47,267 - Train: 72.41% [905800/1251000] [724.1/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.000554] [CE 3.933 (4.081)] [KD 2.529 (2.449)] 2024-10-18 10:22:00,317 - Train: 72.41% [905850/1251000] [724.1/1000.0] [batch_t 0.243 (0.261)] [data_t 0.009] [optim_t 0.234] [lr 0.000554] [CE 3.726 (3.944)] [KD 2.234 (2.362)] 2024-10-18 10:22:13,626 - Train: 72.41% [905900/1251000] [724.1/1000.0] [batch_t 0.247 (0.266)] [data_t 0.009] [optim_t 0.238] [lr 0.000554] [CE 4.367 (3.929)] [KD 2.514 (2.348)] 2024-10-18 10:22:27,444 - Train: 72.42% [905950/1251000] [724.2/1000.0] [batch_t 0.269 (0.276)] [data_t 0.009] [optim_t 0.261] [lr 0.000553] [CE 4.120 (4.010)] [KD 2.384 (2.386)] 2024-10-18 10:22:41,214 - Train: 72.42% [906000/1251000] [724.2/1000.0] [batch_t 0.285 (0.275)] [data_t 0.009] [optim_t 0.276] [lr 0.000553] [CE 4.148 (3.997)] [KD 2.588 (2.367)] 2024-10-18 10:22:54,987 - Train: 72.43% [906050/1251000] [724.3/1000.0] [batch_t 0.389 (0.275)] [data_t 0.009] [optim_t 0.380] [lr 0.000553] [CE 3.892 (3.958)] [KD 2.309 (2.339)] 2024-10-18 10:23:07,004 - Train: 72.43% [906100/1251000] [724.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000553] [CE 4.308 (4.005)] [KD 2.559 (2.370)] 2024-10-18 10:23:19,738 - Train: 72.43% [906150/1251000] [724.3/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000553] [CE 3.763 (4.047)] [KD 2.178 (2.394)] 2024-10-18 10:23:33,314 - Train: 72.44% [906200/1251000] [724.4/1000.0] [batch_t 0.259 (0.271)] [data_t 0.009] [optim_t 0.250] [lr 0.000553] [CE 4.012 (3.900)] [KD 2.141 (2.342)] 2024-10-18 10:23:47,040 - Train: 72.44% [906250/1251000] [724.4/1000.0] [batch_t 0.281 (0.274)] [data_t 0.009] [optim_t 0.272] [lr 0.000553] [CE 4.166 (4.049)] [KD 2.339 (2.389)] 2024-10-18 10:24:00,632 - Train: 72.45% [906300/1251000] [724.5/1000.0] [batch_t 0.240 (0.272)] [data_t 0.009] [optim_t 0.231] [lr 0.000552] [CE 4.251 (3.964)] [KD 2.575 (2.373)] 2024-10-18 10:24:13,632 - Train: 72.45% [906350/1251000] [724.5/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.000552] [CE 4.254 (3.970)] [KD 2.562 (2.387)] 2024-10-18 10:24:25,508 - Train: 72.45% [906400/1251000] [724.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000552] [CE 3.799 (3.985)] [KD 2.208 (2.363)] 2024-10-18 10:24:38,043 - Train: 72.46% [906450/1251000] [724.6/1000.0] [batch_t 0.248 (0.251)] [data_t 0.009] [optim_t 0.239] [lr 0.000552] [CE 3.812 (3.926)] [KD 2.242 (2.339)] 2024-10-18 10:24:51,642 - Train: 72.46% [906500/1251000] [724.6/1000.0] [batch_t 0.266 (0.272)] [data_t 0.009] [optim_t 0.257] [lr 0.000552] [CE 4.199 (4.083)] [KD 2.530 (2.426)] 2024-10-18 10:25:05,612 - Train: 72.47% [906550/1251000] [724.7/1000.0] [batch_t 0.272 (0.279)] [data_t 0.009] [optim_t 0.263] [lr 0.000552] [CE 3.919 (3.970)] [KD 2.507 (2.362)] 2024-10-18 10:25:19,595 - Train: 72.47% [906600/1251000] [724.7/1000.0] [batch_t 0.256 (0.280)] [data_t 0.009] [optim_t 0.247] [lr 0.000552] [CE 4.346 (4.005)] [KD 2.408 (2.375)] 2024-10-18 10:25:33,216 - Train: 72.47% [906650/1251000] [724.7/1000.0] [batch_t 0.244 (0.272)] [data_t 0.009] [optim_t 0.235] [lr 0.000551] [CE 4.255 (3.916)] [KD 2.531 (2.346)] 2024-10-18 10:25:45,671 - Train: 72.48% [906700/1251000] [724.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000551] [CE 4.476 (4.058)] [KD 2.578 (2.421)] 2024-10-18 10:25:58,557 - Train: 72.48% [906750/1251000] [724.8/1000.0] [batch_t 0.308 (0.258)] [data_t 0.009] [optim_t 0.299] [lr 0.000551] [CE 4.025 (3.938)] [KD 2.463 (2.348)] 2024-10-18 10:26:12,695 - Train: 72.49% [906800/1251000] [724.9/1000.0] [batch_t 0.301 (0.283)] [data_t 0.009] [optim_t 0.292] [lr 0.000551] [CE 3.989 (3.901)] [KD 2.191 (2.307)] 2024-10-18 10:26:26,835 - Train: 72.49% [906850/1251000] [724.9/1000.0] [batch_t 0.294 (0.283)] [data_t 0.009] [optim_t 0.285] [lr 0.000551] [CE 3.992 (3.975)] [KD 2.530 (2.365)] 2024-10-18 10:26:41,124 - Train: 72.49% [906900/1251000] [724.9/1000.0] [batch_t 0.281 (0.286)] [data_t 0.009] [optim_t 0.272] [lr 0.000551] [CE 3.996 (3.969)] [KD 2.447 (2.408)] 2024-10-18 10:26:54,987 - Train: 72.50% [906950/1251000] [725.0/1000.0] [batch_t 0.234 (0.277)] [data_t 0.009] [optim_t 0.225] [lr 0.000551] [CE 3.941 (4.044)] [KD 2.326 (2.409)] 2024-10-18 10:27:13,724 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 39866] [top5_cnt 47490] [top_all 50000] 2024-10-18 10:27:13,725 - net: 79.732 (94.980) 2024-10-18 10:27:27,654 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.270)] [top1_cnt 40929] [top5_cnt 47921] [top_all 50000] 2024-10-18 10:27:27,655 - net_E: 81.858 (95.842) 2024-10-18 10:27:27,841 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:27:27,841 - ==> Total time: 2 days, 19:14:08 Eta: 1 day, 1:30:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:27:37,894 - Train: 72.50% [907000/1251000] [725.0/1000.0] [batch_t 0.240 (0.345)] [data_t 0.009] [optim_t 0.231] [lr 0.000551] [CE 3.587 (3.967)] [KD 2.257 (2.358)] 2024-10-18 10:27:51,567 - Train: 72.51% [907050/1251000] [725.1/1000.0] [batch_t 0.274 (0.273)] [data_t 0.009] [optim_t 0.265] [lr 0.000550] [CE 3.661 (3.902)] [KD 2.228 (2.315)] 2024-10-18 10:28:05,622 - Train: 72.51% [907100/1251000] [725.1/1000.0] [batch_t 0.311 (0.281)] [data_t 0.009] [optim_t 0.302] [lr 0.000550] [CE 3.444 (3.942)] [KD 1.946 (2.375)] 2024-10-18 10:28:19,160 - Train: 72.51% [907150/1251000] [725.1/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000550] [CE 4.174 (3.971)] [KD 2.440 (2.358)] 2024-10-18 10:28:31,757 - Train: 72.52% [907200/1251000] [725.2/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000550] [CE 3.763 (4.037)] [KD 2.099 (2.392)] 2024-10-18 10:28:45,285 - Train: 72.52% [907250/1251000] [725.2/1000.0] [batch_t 0.273 (0.270)] [data_t 0.009] [optim_t 0.264] [lr 0.000550] [CE 3.911 (3.957)] [KD 2.317 (2.355)] 2024-10-18 10:28:59,159 - Train: 72.53% [907300/1251000] [725.3/1000.0] [batch_t 0.274 (0.277)] [data_t 0.009] [optim_t 0.265] [lr 0.000550] [CE 3.752 (4.014)] [KD 2.384 (2.398)] 2024-10-18 10:29:13,197 - Train: 72.53% [907350/1251000] [725.3/1000.0] [batch_t 0.240 (0.281)] [data_t 0.009] [optim_t 0.231] [lr 0.000550] [CE 4.543 (4.079)] [KD 2.603 (2.442)] 2024-10-18 10:29:26,919 - Train: 72.53% [907400/1251000] [725.3/1000.0] [batch_t 0.385 (0.274)] [data_t 0.009] [optim_t 0.376] [lr 0.000549] [CE 3.763 (3.917)] [KD 2.227 (2.331)] 2024-10-18 10:29:39,999 - Train: 72.54% [907450/1251000] [725.4/1000.0] [batch_t 0.234 (0.261)] [data_t 0.009] [optim_t 0.225] [lr 0.000549] [CE 4.356 (4.025)] [KD 2.470 (2.372)] 2024-10-18 10:29:51,913 - Train: 72.54% [907500/1251000] [725.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000549] [CE 4.154 (3.982)] [KD 2.400 (2.373)] 2024-10-18 10:30:04,536 - Train: 72.55% [907550/1251000] [725.5/1000.0] [batch_t 0.347 (0.252)] [data_t 0.009] [optim_t 0.338] [lr 0.000549] [CE 3.795 (3.988)] [KD 2.311 (2.377)] 2024-10-18 10:30:18,589 - Train: 72.55% [907600/1251000] [725.5/1000.0] [batch_t 0.308 (0.281)] [data_t 0.009] [optim_t 0.299] [lr 0.000549] [CE 4.270 (4.035)] [KD 2.424 (2.393)] 2024-10-18 10:30:32,454 - Train: 72.55% [907650/1251000] [725.5/1000.0] [batch_t 0.265 (0.277)] [data_t 0.009] [optim_t 0.257] [lr 0.000549] [CE 3.859 (3.931)] [KD 2.266 (2.341)] 2024-10-18 10:30:46,189 - Train: 72.56% [907700/1251000] [725.6/1000.0] [batch_t 0.235 (0.275)] [data_t 0.009] [optim_t 0.227] [lr 0.000549] [CE 3.664 (3.979)] [KD 2.211 (2.354)] 2024-10-18 10:30:59,710 - Train: 72.56% [907750/1251000] [725.6/1000.0] [batch_t 0.237 (0.270)] [data_t 0.009] [optim_t 0.228] [lr 0.000548] [CE 3.575 (3.943)] [KD 2.277 (2.382)] 2024-10-18 10:31:11,662 - Train: 72.57% [907800/1251000] [725.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000548] [CE 4.322 (3.997)] [KD 2.500 (2.407)] 2024-10-18 10:31:24,407 - Train: 72.57% [907850/1251000] [725.7/1000.0] [batch_t 0.310 (0.255)] [data_t 0.009] [optim_t 0.301] [lr 0.000548] [CE 4.406 (4.024)] [KD 2.584 (2.402)] 2024-10-18 10:31:37,705 - Train: 72.57% [907900/1251000] [725.7/1000.0] [batch_t 0.245 (0.266)] [data_t 0.009] [optim_t 0.236] [lr 0.000548] [CE 3.885 (4.005)] [KD 2.227 (2.371)] 2024-10-18 10:31:50,985 - Train: 72.58% [907950/1251000] [725.8/1000.0] [batch_t 0.259 (0.265)] [data_t 0.009] [optim_t 0.250] [lr 0.000548] [CE 4.054 (4.035)] [KD 2.350 (2.367)] 2024-10-18 10:32:04,512 - Train: 72.58% [908000/1251000] [725.8/1000.0] [batch_t 0.240 (0.270)] [data_t 0.009] [optim_t 0.231] [lr 0.000548] [CE 3.773 (3.956)] [KD 2.249 (2.353)] 2024-10-18 10:32:17,879 - Train: 72.59% [908050/1251000] [725.9/1000.0] [batch_t 0.244 (0.267)] [data_t 0.009] [optim_t 0.236] [lr 0.000548] [CE 3.246 (4.017)] [KD 1.891 (2.407)] 2024-10-18 10:32:30,116 - Train: 72.59% [908100/1251000] [725.9/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000547] [CE 3.871 (3.969)] [KD 2.318 (2.345)] 2024-10-18 10:32:42,251 - Train: 72.59% [908150/1251000] [725.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000547] [CE 3.945 (3.970)] [KD 2.223 (2.348)] 2024-10-18 10:32:55,474 - Train: 72.60% [908200/1251000] [726.0/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.229] [lr 0.000547] [CE 3.811 (4.001)] [KD 2.297 (2.361)] 2024-10-18 10:33:16,469 - Test (net): 100.00% [50/50] [batch_t 0.120 (0.285)] [top1_cnt 39916] [top5_cnt 47477] [top_all 50000] 2024-10-18 10:33:16,469 - net: 79.832 (94.954) 2024-10-18 10:33:30,230 - Test (net_E): 100.00% [50/50] [batch_t 0.122 (0.267)] [top1_cnt 40959] [top5_cnt 47938] [top_all 50000] 2024-10-18 10:33:30,230 - net_E: 81.918 (95.876) 2024-10-18 10:33:30,398 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:33:30,398 - ==> Total time: 2 days, 19:20:11 Eta: 1 day, 1:24:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:33:40,147 - Train: 72.60% [908250/1251000] [726.0/1000.0] [batch_t 0.234 (0.348)] [data_t 0.009] [optim_t 0.225] [lr 0.000547] [CE 4.232 (3.899)] [KD 2.588 (2.290)] 2024-10-18 10:33:52,351 - Train: 72.61% [908300/1251000] [726.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.000547] [CE 3.900 (4.008)] [KD 2.431 (2.365)] 2024-10-18 10:34:05,061 - Train: 72.61% [908350/1251000] [726.1/1000.0] [batch_t 0.257 (0.254)] [data_t 0.009] [optim_t 0.248] [lr 0.000547] [CE 3.827 (3.957)] [KD 2.162 (2.332)] 2024-10-18 10:34:18,824 - Train: 72.61% [908400/1251000] [726.1/1000.0] [batch_t 0.285 (0.275)] [data_t 0.009] [optim_t 0.276] [lr 0.000547] [CE 3.693 (4.054)] [KD 2.111 (2.412)] 2024-10-18 10:34:32,450 - Train: 72.62% [908450/1251000] [726.2/1000.0] [batch_t 0.240 (0.272)] [data_t 0.009] [optim_t 0.231] [lr 0.000546] [CE 3.539 (3.981)] [KD 2.250 (2.360)] 2024-10-18 10:34:46,363 - Train: 72.62% [908500/1251000] [726.2/1000.0] [batch_t 0.294 (0.278)] [data_t 0.009] [optim_t 0.285] [lr 0.000546] [CE 3.858 (3.989)] [KD 2.209 (2.322)] 2024-10-18 10:35:00,138 - Train: 72.63% [908550/1251000] [726.3/1000.0] [batch_t 0.248 (0.275)] [data_t 0.009] [optim_t 0.239] [lr 0.000546] [CE 4.074 (4.024)] [KD 2.295 (2.382)] 2024-10-18 10:35:12,258 - Train: 72.63% [908600/1251000] [726.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000546] [CE 4.267 (4.059)] [KD 2.436 (2.376)] 2024-10-18 10:35:24,936 - Train: 72.63% [908650/1251000] [726.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000546] [CE 4.268 (3.911)] [KD 2.485 (2.331)] 2024-10-18 10:35:38,812 - Train: 72.64% [908700/1251000] [726.4/1000.0] [batch_t 0.265 (0.277)] [data_t 0.009] [optim_t 0.256] [lr 0.000546] [CE 3.827 (3.953)] [KD 2.364 (2.358)] 2024-10-18 10:35:52,500 - Train: 72.64% [908750/1251000] [726.4/1000.0] [batch_t 0.244 (0.274)] [data_t 0.009] [optim_t 0.235] [lr 0.000546] [CE 3.928 (4.020)] [KD 2.386 (2.386)] 2024-10-18 10:36:06,235 - Train: 72.65% [908800/1251000] [726.5/1000.0] [batch_t 0.291 (0.275)] [data_t 0.009] [optim_t 0.282] [lr 0.000545] [CE 3.588 (3.995)] [KD 2.099 (2.370)] 2024-10-18 10:36:19,244 - Train: 72.65% [908850/1251000] [726.5/1000.0] [batch_t 0.254 (0.260)] [data_t 0.009] [optim_t 0.245] [lr 0.000545] [CE 3.904 (3.980)] [KD 2.233 (2.351)] 2024-10-18 10:36:31,960 - Train: 72.65% [908900/1251000] [726.5/1000.0] [batch_t 0.288 (0.254)] [data_t 0.009] [optim_t 0.279] [lr 0.000545] [CE 3.476 (3.960)] [KD 2.080 (2.347)] 2024-10-18 10:36:44,848 - Train: 72.66% [908950/1251000] [726.6/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.000545] [CE 3.471 (4.008)] [KD 2.085 (2.372)] 2024-10-18 10:36:58,256 - Train: 72.66% [909000/1251000] [726.6/1000.0] [batch_t 0.269 (0.268)] [data_t 0.009] [optim_t 0.260] [lr 0.000545] [CE 4.078 (3.940)] [KD 2.387 (2.333)] 2024-10-18 10:37:11,936 - Train: 72.67% [909050/1251000] [726.7/1000.0] [batch_t 0.269 (0.273)] [data_t 0.009] [optim_t 0.260] [lr 0.000545] [CE 3.990 (3.998)] [KD 2.318 (2.327)] 2024-10-18 10:37:25,447 - Train: 72.67% [909100/1251000] [726.7/1000.0] [batch_t 0.252 (0.270)] [data_t 0.009] [optim_t 0.243] [lr 0.000545] [CE 3.842 (3.967)] [KD 2.260 (2.343)] 2024-10-18 10:37:39,135 - Train: 72.67% [909150/1251000] [726.7/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.000544] [CE 3.588 (3.901)] [KD 2.043 (2.319)] 2024-10-18 10:37:51,617 - Train: 72.68% [909200/1251000] [726.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000544] [CE 4.219 (3.949)] [KD 2.591 (2.362)] 2024-10-18 10:38:04,001 - Train: 72.68% [909250/1251000] [726.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000544] [CE 4.227 (3.896)] [KD 2.480 (2.340)] 2024-10-18 10:38:17,113 - Train: 72.69% [909300/1251000] [726.9/1000.0] [batch_t 0.274 (0.262)] [data_t 0.009] [optim_t 0.265] [lr 0.000544] [CE 4.394 (3.972)] [KD 2.651 (2.360)] 2024-10-18 10:38:30,810 - Train: 72.69% [909350/1251000] [726.9/1000.0] [batch_t 0.386 (0.274)] [data_t 0.009] [optim_t 0.377] [lr 0.000544] [CE 4.524 (3.937)] [KD 2.560 (2.331)] 2024-10-18 10:38:43,876 - Train: 72.69% [909400/1251000] [726.9/1000.0] [batch_t 0.274 (0.261)] [data_t 0.009] [optim_t 0.265] [lr 0.000544] [CE 4.403 (4.013)] [KD 2.485 (2.385)] 2024-10-18 10:38:57,169 - Train: 72.70% [909450/1251000] [727.0/1000.0] [batch_t 0.261 (0.266)] [data_t 0.009] [optim_t 0.252] [lr 0.000544] [CE 4.000 (4.011)] [KD 2.334 (2.395)] 2024-10-18 10:39:16,448 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39757] [top5_cnt 47394] [top_all 50000] 2024-10-18 10:39:16,449 - net: 79.514 (94.788) 2024-10-18 10:39:30,011 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.264)] [top1_cnt 40937] [top5_cnt 47925] [top_all 50000] 2024-10-18 10:39:30,012 - net_E: 81.874 (95.850) 2024-10-18 10:39:30,165 - Max [top1: 80.124 (epoch: 714)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:39:30,165 - ==> Total time: 2 days, 19:26:10 Eta: 1 day, 1:19:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:39:40,141 - Train: 72.70% [909500/1251000] [727.0/1000.0] [batch_t 0.236 (0.370)] [data_t 0.009] [optim_t 0.227] [lr 0.000543] [CE 3.611 (3.917)] [KD 2.156 (2.373)] 2024-10-18 10:39:52,725 - Train: 72.71% [909550/1251000] [727.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000543] [CE 4.061 (4.052)] [KD 2.512 (2.410)] 2024-10-18 10:40:06,215 - Train: 72.71% [909600/1251000] [727.1/1000.0] [batch_t 0.235 (0.270)] [data_t 0.009] [optim_t 0.226] [lr 0.000543] [CE 3.769 (3.944)] [KD 2.295 (2.365)] 2024-10-18 10:40:20,215 - Train: 72.71% [909650/1251000] [727.1/1000.0] [batch_t 0.253 (0.280)] [data_t 0.009] [optim_t 0.244] [lr 0.000543] [CE 3.456 (3.860)] [KD 2.106 (2.312)] 2024-10-18 10:40:33,069 - Train: 72.72% [909700/1251000] [727.2/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.227] [lr 0.000543] [CE 4.229 (4.000)] [KD 2.584 (2.401)] 2024-10-18 10:40:45,041 - Train: 72.72% [909750/1251000] [727.2/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000543] [CE 4.057 (4.019)] [KD 2.411 (2.376)] 2024-10-18 10:40:58,656 - Train: 72.73% [909800/1251000] [727.3/1000.0] [batch_t 0.239 (0.272)] [data_t 0.009] [optim_t 0.230] [lr 0.000543] [CE 4.141 (3.990)] [KD 2.404 (2.345)] 2024-10-18 10:41:11,960 - Train: 72.73% [909850/1251000] [727.3/1000.0] [batch_t 0.243 (0.266)] [data_t 0.009] [optim_t 0.234] [lr 0.000542] [CE 3.509 (4.046)] [KD 2.030 (2.390)] 2024-10-18 10:41:25,574 - Train: 72.73% [909900/1251000] [727.3/1000.0] [batch_t 0.274 (0.272)] [data_t 0.009] [optim_t 0.265] [lr 0.000542] [CE 4.256 (3.962)] [KD 2.465 (2.331)] 2024-10-18 10:41:39,001 - Train: 72.74% [909950/1251000] [727.4/1000.0] [batch_t 0.262 (0.268)] [data_t 0.009] [optim_t 0.253] [lr 0.000542] [CE 4.183 (3.968)] [KD 2.409 (2.352)] 2024-10-18 10:41:52,118 - Train: 72.74% [910000/1251000] [727.4/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.000542] [CE 3.894 (3.924)] [KD 2.361 (2.332)] 2024-10-18 10:42:04,286 - Train: 72.75% [910050/1251000] [727.5/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.000542] [CE 4.097 (3.999)] [KD 2.566 (2.377)] 2024-10-18 10:42:17,474 - Train: 72.75% [910100/1251000] [727.5/1000.0] [batch_t 0.285 (0.264)] [data_t 0.009] [optim_t 0.276] [lr 0.000542] [CE 3.903 (3.991)] [KD 2.320 (2.372)] 2024-10-18 10:42:30,890 - Train: 72.75% [910150/1251000] [727.5/1000.0] [batch_t 0.405 (0.268)] [data_t 0.009] [optim_t 0.396] [lr 0.000542] [CE 3.963 (3.912)] [KD 2.301 (2.315)] 2024-10-18 10:42:44,200 - Train: 72.76% [910200/1251000] [727.6/1000.0] [batch_t 0.382 (0.266)] [data_t 0.009] [optim_t 0.373] [lr 0.000541] [CE 4.555 (4.045)] [KD 2.691 (2.404)] 2024-10-18 10:42:57,719 - Train: 72.76% [910250/1251000] [727.6/1000.0] [batch_t 0.305 (0.270)] [data_t 0.009] [optim_t 0.296] [lr 0.000541] [CE 3.981 (3.995)] [KD 2.277 (2.349)] 2024-10-18 10:43:10,857 - Train: 72.77% [910300/1251000] [727.7/1000.0] [batch_t 0.237 (0.263)] [data_t 0.009] [optim_t 0.228] [lr 0.000541] [CE 4.388 (4.028)] [KD 2.597 (2.380)] 2024-10-18 10:43:22,920 - Train: 72.77% [910350/1251000] [727.7/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.000541] [CE 4.062 (3.989)] [KD 2.264 (2.371)] 2024-10-18 10:43:35,872 - Train: 72.77% [910400/1251000] [727.7/1000.0] [batch_t 0.239 (0.259)] [data_t 0.009] [optim_t 0.230] [lr 0.000541] [CE 3.755 (4.048)] [KD 2.358 (2.413)] 2024-10-18 10:43:49,236 - Train: 72.78% [910450/1251000] [727.8/1000.0] [batch_t 0.266 (0.267)] [data_t 0.009] [optim_t 0.257] [lr 0.000541] [CE 3.982 (4.063)] [KD 2.436 (2.402)] 2024-10-18 10:44:02,549 - Train: 72.78% [910500/1251000] [727.8/1000.0] [batch_t 0.272 (0.266)] [data_t 0.009] [optim_t 0.263] [lr 0.000541] [CE 4.163 (4.021)] [KD 2.445 (2.400)] 2024-10-18 10:44:15,615 - Train: 72.79% [910550/1251000] [727.9/1000.0] [batch_t 0.272 (0.261)] [data_t 0.009] [optim_t 0.263] [lr 0.000540] [CE 4.022 (3.963)] [KD 2.503 (2.366)] 2024-10-18 10:44:29,113 - Train: 72.79% [910600/1251000] [727.9/1000.0] [batch_t 0.238 (0.270)] [data_t 0.009] [optim_t 0.229] [lr 0.000540] [CE 4.370 (3.933)] [KD 2.607 (2.353)] 2024-10-18 10:44:41,180 - Train: 72.79% [910650/1251000] [727.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000540] [CE 3.980 (3.909)] [KD 2.142 (2.320)] 2024-10-18 10:44:54,012 - Train: 72.80% [910700/1251000] [728.0/1000.0] [batch_t 0.293 (0.257)] [data_t 0.009] [optim_t 0.284] [lr 0.000540] [CE 4.122 (3.979)] [KD 2.257 (2.340)] 2024-10-18 10:45:14,711 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.264)] [top1_cnt 40118] [top5_cnt 47548] [top_all 50000] 2024-10-18 10:45:14,712 - net: 80.236 (95.096) 2024-10-18 10:45:28,549 - Test (net_E): 100.00% [50/50] [batch_t 0.126 (0.268)] [top1_cnt 40936] [top5_cnt 47927] [top_all 50000] 2024-10-18 10:45:28,549 - net_E: 81.872 (95.854) 2024-10-18 10:45:28,713 - Max [top1: 80.236 (epoch: 728)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:45:28,714 - ==> Total time: 2 days, 19:32:09 Eta: 1 day, 1:13:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:45:41,373 - Train: 72.80% [910750/1251000] [728.0/1000.0] [batch_t 0.238 (0.305)] [data_t 0.009] [optim_t 0.229] [lr 0.000540] [CE 4.255 (3.867)] [KD 2.485 (2.278)] 2024-10-18 10:45:53,902 - Train: 72.81% [910800/1251000] [728.1/1000.0] [batch_t 0.452 (0.250)] [data_t 0.009] [optim_t 0.443] [lr 0.000540] [CE 3.845 (3.964)] [KD 2.461 (2.353)] 2024-10-18 10:46:06,320 - Train: 72.81% [910850/1251000] [728.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000540] [CE 4.174 (4.054)] [KD 2.320 (2.358)] 2024-10-18 10:46:18,096 - Train: 72.81% [910900/1251000] [728.1/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000539] [CE 3.997 (3.969)] [KD 2.357 (2.346)] 2024-10-18 10:46:31,938 - Train: 72.82% [910950/1251000] [728.2/1000.0] [batch_t 0.295 (0.277)] [data_t 0.009] [optim_t 0.286] [lr 0.000539] [CE 3.951 (3.954)] [KD 2.329 (2.312)] 2024-10-18 10:46:45,248 - Train: 72.82% [911000/1251000] [728.2/1000.0] [batch_t 0.250 (0.266)] [data_t 0.009] [optim_t 0.241] [lr 0.000539] [CE 3.701 (3.931)] [KD 2.221 (2.307)] 2024-10-18 10:46:58,424 - Train: 72.83% [911050/1251000] [728.3/1000.0] [batch_t 0.267 (0.263)] [data_t 0.009] [optim_t 0.258] [lr 0.000539] [CE 4.230 (3.998)] [KD 2.372 (2.359)] 2024-10-18 10:47:11,515 - Train: 72.83% [911100/1251000] [728.3/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000539] [CE 3.890 (3.983)] [KD 2.241 (2.357)] 2024-10-18 10:47:23,706 - Train: 72.83% [911150/1251000] [728.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000539] [CE 3.647 (4.025)] [KD 2.194 (2.360)] 2024-10-18 10:47:35,956 - Train: 72.84% [911200/1251000] [728.4/1000.0] [batch_t 0.251 (0.245)] [data_t 0.009] [optim_t 0.242] [lr 0.000539] [CE 3.864 (3.968)] [KD 2.279 (2.354)] 2024-10-18 10:47:49,197 - Train: 72.84% [911250/1251000] [728.4/1000.0] [batch_t 0.298 (0.265)] [data_t 0.009] [optim_t 0.289] [lr 0.000539] [CE 4.172 (3.990)] [KD 2.308 (2.333)] 2024-10-18 10:48:02,444 - Train: 72.85% [911300/1251000] [728.5/1000.0] [batch_t 0.267 (0.265)] [data_t 0.009] [optim_t 0.258] [lr 0.000538] [CE 3.885 (3.992)] [KD 2.357 (2.346)] 2024-10-18 10:48:15,801 - Train: 72.85% [911350/1251000] [728.5/1000.0] [batch_t 0.237 (0.267)] [data_t 0.009] [optim_t 0.228] [lr 0.000538] [CE 4.382 (4.080)] [KD 2.482 (2.398)] 2024-10-18 10:48:28,770 - Train: 72.85% [911400/1251000] [728.5/1000.0] [batch_t 0.236 (0.259)] [data_t 0.009] [optim_t 0.227] [lr 0.000538] [CE 4.114 (4.023)] [KD 2.416 (2.382)] 2024-10-18 10:48:41,019 - Train: 72.86% [911450/1251000] [728.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000538] [CE 4.211 (4.005)] [KD 2.504 (2.370)] 2024-10-18 10:48:52,969 - Train: 72.86% [911500/1251000] [728.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000538] [CE 4.293 (4.001)] [KD 2.589 (2.369)] 2024-10-18 10:49:06,296 - Train: 72.87% [911550/1251000] [728.7/1000.0] [batch_t 0.294 (0.266)] [data_t 0.009] [optim_t 0.285] [lr 0.000538] [CE 3.917 (3.996)] [KD 2.282 (2.368)] 2024-10-18 10:49:19,814 - Train: 72.87% [911600/1251000] [728.7/1000.0] [batch_t 0.279 (0.270)] [data_t 0.009] [optim_t 0.270] [lr 0.000538] [CE 4.139 (3.938)] [KD 2.326 (2.332)] 2024-10-18 10:49:33,635 - Train: 72.87% [911650/1251000] [728.7/1000.0] [batch_t 0.235 (0.276)] [data_t 0.009] [optim_t 0.226] [lr 0.000537] [CE 3.657 (3.958)] [KD 2.301 (2.322)] 2024-10-18 10:49:47,572 - Train: 72.88% [911700/1251000] [728.8/1000.0] [batch_t 0.238 (0.279)] [data_t 0.009] [optim_t 0.229] [lr 0.000537] [CE 4.123 (3.988)] [KD 2.489 (2.369)] 2024-10-18 10:50:00,062 - Train: 72.88% [911750/1251000] [728.8/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000537] [CE 4.072 (3.978)] [KD 2.383 (2.344)] 2024-10-18 10:50:12,325 - Train: 72.89% [911800/1251000] [728.9/1000.0] [batch_t 0.369 (0.245)] [data_t 0.009] [optim_t 0.360] [lr 0.000537] [CE 4.267 (4.028)] [KD 2.693 (2.373)] 2024-10-18 10:50:24,671 - Train: 72.89% [911850/1251000] [728.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000537] [CE 3.789 (3.961)] [KD 2.257 (2.355)] 2024-10-18 10:50:37,223 - Train: 72.89% [911900/1251000] [728.9/1000.0] [batch_t 0.268 (0.251)] [data_t 0.009] [optim_t 0.259] [lr 0.000537] [CE 4.195 (3.969)] [KD 2.582 (2.360)] 2024-10-18 10:50:50,378 - Train: 72.90% [911950/1251000] [729.0/1000.0] [batch_t 0.250 (0.263)] [data_t 0.009] [optim_t 0.241] [lr 0.000537] [CE 4.000 (3.986)] [KD 2.255 (2.361)] 2024-10-18 10:51:11,531 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.268)] [top1_cnt 39962] [top5_cnt 47517] [top_all 50000] 2024-10-18 10:51:11,531 - net: 79.924 (95.034) 2024-10-18 10:51:24,098 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.243)] [top1_cnt 40957] [top5_cnt 47938] [top_all 50000] 2024-10-18 10:51:24,098 - net_E: 81.914 (95.876) 2024-10-18 10:51:24,264 - Max [top1: 80.236 (epoch: 728)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:51:24,264 - ==> Total time: 2 days, 19:38:04 Eta: 1 day, 1:08:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:51:32,971 - Train: 72.90% [912000/1251000] [729.0/1000.0] [batch_t 0.234 (0.337)] [data_t 0.009] [optim_t 0.225] [lr 0.000536] [CE 3.623 (3.803)] [KD 2.191 (2.241)] 2024-10-18 10:51:45,656 - Train: 72.91% [912050/1251000] [729.1/1000.0] [batch_t 0.270 (0.254)] [data_t 0.009] [optim_t 0.261] [lr 0.000536] [CE 4.251 (3.967)] [KD 2.370 (2.342)] 2024-10-18 10:51:59,358 - Train: 72.91% [912100/1251000] [729.1/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.229] [lr 0.000536] [CE 4.130 (3.944)] [KD 2.371 (2.314)] 2024-10-18 10:52:12,944 - Train: 72.91% [912150/1251000] [729.1/1000.0] [batch_t 0.269 (0.272)] [data_t 0.009] [optim_t 0.260] [lr 0.000536] [CE 3.942 (4.001)] [KD 2.350 (2.370)] 2024-10-18 10:52:26,506 - Train: 72.92% [912200/1251000] [729.2/1000.0] [batch_t 0.297 (0.271)] [data_t 0.009] [optim_t 0.288] [lr 0.000536] [CE 4.006 (3.959)] [KD 2.218 (2.337)] 2024-10-18 10:52:39,273 - Train: 72.92% [912250/1251000] [729.2/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000536] [CE 3.851 (3.969)] [KD 2.154 (2.334)] 2024-10-18 10:52:51,529 - Train: 72.93% [912300/1251000] [729.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000536] [CE 4.041 (4.061)] [KD 2.343 (2.409)] 2024-10-18 10:53:04,525 - Train: 72.93% [912350/1251000] [729.3/1000.0] [batch_t 0.237 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000535] [CE 4.159 (3.999)] [KD 2.547 (2.395)] 2024-10-18 10:53:18,207 - Train: 72.93% [912400/1251000] [729.3/1000.0] [batch_t 0.283 (0.274)] [data_t 0.009] [optim_t 0.275] [lr 0.000535] [CE 4.100 (3.986)] [KD 2.411 (2.360)] 2024-10-18 10:53:31,838 - Train: 72.94% [912450/1251000] [729.4/1000.0] [batch_t 0.282 (0.273)] [data_t 0.009] [optim_t 0.273] [lr 0.000535] [CE 4.010 (4.002)] [KD 2.421 (2.374)] 2024-10-18 10:53:45,178 - Train: 72.94% [912500/1251000] [729.4/1000.0] [batch_t 0.277 (0.267)] [data_t 0.009] [optim_t 0.268] [lr 0.000535] [CE 4.081 (3.942)] [KD 2.463 (2.320)] 2024-10-18 10:53:58,196 - Train: 72.95% [912550/1251000] [729.5/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.225] [lr 0.000535] [CE 3.999 (3.971)] [KD 2.340 (2.345)] 2024-10-18 10:54:10,037 - Train: 72.95% [912600/1251000] [729.5/1000.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.000535] [CE 3.739 (4.009)] [KD 2.327 (2.399)] 2024-10-18 10:54:23,081 - Train: 72.95% [912650/1251000] [729.5/1000.0] [batch_t 0.241 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.000535] [CE 3.822 (4.071)] [KD 2.225 (2.423)] 2024-10-18 10:54:35,884 - Train: 72.96% [912700/1251000] [729.6/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000534] [CE 4.121 (3.987)] [KD 2.505 (2.376)] 2024-10-18 10:54:48,035 - Train: 72.96% [912750/1251000] [729.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000534] [CE 3.973 (4.005)] [KD 2.341 (2.337)] 2024-10-18 10:54:59,866 - Train: 72.97% [912800/1251000] [729.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000534] [CE 4.495 (3.968)] [KD 2.710 (2.353)] 2024-10-18 10:55:11,870 - Train: 72.97% [912850/1251000] [729.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000534] [CE 3.679 (3.972)] [KD 2.284 (2.391)] 2024-10-18 10:55:24,124 - Train: 72.97% [912900/1251000] [729.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000534] [CE 3.653 (3.923)] [KD 2.000 (2.328)] 2024-10-18 10:55:36,040 - Train: 72.98% [912950/1251000] [729.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000534] [CE 3.750 (3.959)] [KD 2.266 (2.362)] 2024-10-18 10:55:47,850 - Train: 72.98% [913000/1251000] [729.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000534] [CE 3.765 (3.962)] [KD 2.288 (2.349)] 2024-10-18 10:55:59,750 - Train: 72.99% [913050/1251000] [729.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000533] [CE 3.906 (3.950)] [KD 2.289 (2.333)] 2024-10-18 10:56:12,056 - Train: 72.99% [913100/1251000] [729.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000533] [CE 4.156 (3.965)] [KD 2.324 (2.325)] 2024-10-18 10:56:24,095 - Train: 72.99% [913150/1251000] [729.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000533] [CE 3.799 (3.887)] [KD 2.188 (2.302)] 2024-10-18 10:56:36,020 - Train: 73.00% [913200/1251000] [730.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000533] [CE 4.079 (4.030)] [KD 2.425 (2.363)] 2024-10-18 10:56:55,210 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40137] [top5_cnt 47568] [top_all 50000] 2024-10-18 10:56:55,211 - net: 80.274 (95.136) 2024-10-18 10:57:07,245 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40968] [top5_cnt 47934] [top_all 50000] 2024-10-18 10:57:07,246 - net_E: 81.936 (95.868) 2024-10-18 10:57:07,397 - Max [top1: 80.274 (epoch: 730)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 10:57:07,397 - ==> Total time: 2 days, 19:43:48 Eta: 1 day, 1:03:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 10:57:17,887 - Train: 73.00% [913250/1251000] [730.0/1000.0] [batch_t 0.233 (0.287)] [data_t 0.009] [optim_t 0.224] [lr 0.000533] [CE 3.357 (3.911)] [KD 2.140 (2.286)] 2024-10-18 10:57:29,931 - Train: 73.01% [913300/1251000] [730.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000533] [CE 4.234 (3.999)] [KD 2.473 (2.357)] 2024-10-18 10:57:42,149 - Train: 73.01% [913350/1251000] [730.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000533] [CE 3.846 (4.002)] [KD 2.173 (2.337)] 2024-10-18 10:57:54,158 - Train: 73.01% [913400/1251000] [730.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000532] [CE 3.912 (3.959)] [KD 2.216 (2.330)] 2024-10-18 10:58:06,181 - Train: 73.02% [913450/1251000] [730.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000532] [CE 4.078 (3.969)] [KD 2.505 (2.328)] 2024-10-18 10:58:18,317 - Train: 73.02% [913500/1251000] [730.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000532] [CE 4.195 (3.997)] [KD 2.398 (2.339)] 2024-10-18 10:58:30,246 - Train: 73.03% [913550/1251000] [730.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000532] [CE 4.346 (3.995)] [KD 2.513 (2.323)] 2024-10-18 10:58:42,279 - Train: 73.03% [913600/1251000] [730.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000532] [CE 4.059 (3.993)] [KD 2.405 (2.324)] 2024-10-18 10:58:54,425 - Train: 73.03% [913650/1251000] [730.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000532] [CE 4.357 (4.003)] [KD 2.460 (2.337)] 2024-10-18 10:59:06,648 - Train: 73.04% [913700/1251000] [730.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000532] [CE 4.255 (3.984)] [KD 2.671 (2.333)] 2024-10-18 10:59:19,011 - Train: 73.04% [913750/1251000] [730.4/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000532] [CE 4.110 (3.952)] [KD 2.454 (2.305)] 2024-10-18 10:59:31,226 - Train: 73.05% [913800/1251000] [730.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000531] [CE 3.868 (3.997)] [KD 2.318 (2.331)] 2024-10-18 10:59:43,245 - Train: 73.05% [913850/1251000] [730.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000531] [CE 3.809 (4.073)] [KD 2.305 (2.394)] 2024-10-18 10:59:55,579 - Train: 73.05% [913900/1251000] [730.5/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000531] [CE 3.604 (4.076)] [KD 2.301 (2.425)] 2024-10-18 11:00:07,790 - Train: 73.06% [913950/1251000] [730.6/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000531] [CE 4.284 (3.989)] [KD 2.539 (2.356)] 2024-10-18 11:00:19,908 - Train: 73.06% [914000/1251000] [730.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000531] [CE 4.056 (3.998)] [KD 2.287 (2.334)] 2024-10-18 11:00:32,024 - Train: 73.07% [914050/1251000] [730.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000531] [CE 3.678 (3.919)] [KD 2.205 (2.321)] 2024-10-18 11:00:44,518 - Train: 73.07% [914100/1251000] [730.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000531] [CE 3.610 (4.038)] [KD 2.231 (2.391)] 2024-10-18 11:00:56,587 - Train: 73.07% [914150/1251000] [730.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000530] [CE 4.446 (3.980)] [KD 2.561 (2.346)] 2024-10-18 11:01:08,570 - Train: 73.08% [914200/1251000] [730.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000530] [CE 4.324 (3.923)] [KD 2.366 (2.326)] 2024-10-18 11:01:20,683 - Train: 73.08% [914250/1251000] [730.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000530] [CE 3.903 (4.034)] [KD 2.258 (2.393)] 2024-10-18 11:01:32,798 - Train: 73.09% [914300/1251000] [730.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000530] [CE 4.287 (3.949)] [KD 2.395 (2.341)] 2024-10-18 11:01:45,035 - Train: 73.09% [914350/1251000] [730.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000530] [CE 4.087 (3.929)] [KD 2.356 (2.354)] 2024-10-18 11:01:57,318 - Train: 73.09% [914400/1251000] [730.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000530] [CE 4.001 (3.988)] [KD 2.298 (2.347)] 2024-10-18 11:02:09,412 - Train: 73.10% [914450/1251000] [731.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000530] [CE 3.763 (3.970)] [KD 2.267 (2.326)] 2024-10-18 11:02:29,234 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40040] [top5_cnt 47514] [top_all 50000] 2024-10-18 11:02:29,235 - net: 80.080 (95.028) 2024-10-18 11:02:41,384 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40967] [top5_cnt 47969] [top_all 50000] 2024-10-18 11:02:41,385 - net_E: 81.934 (95.938) 2024-10-18 11:02:41,558 - Max [top1: 80.274 (epoch: 730)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 11:02:41,558 - ==> Total time: 2 days, 19:49:22 Eta: 1 day, 0:57:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:02:50,344 - Train: 73.10% [914500/1251000] [731.0/1000.0] [batch_t 0.233 (0.369)] [data_t 0.009] [optim_t 0.224] [lr 0.000529] [CE 4.058 (4.025)] [KD 2.517 (2.356)] 2024-10-18 11:03:02,755 - Train: 73.11% [914550/1251000] [731.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000529] [CE 3.870 (4.036)] [KD 2.327 (2.372)] 2024-10-18 11:03:15,136 - Train: 73.11% [914600/1251000] [731.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000529] [CE 3.416 (3.960)] [KD 2.302 (2.331)] 2024-10-18 11:03:27,061 - Train: 73.11% [914650/1251000] [731.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000529] [CE 3.704 (3.989)] [KD 2.152 (2.363)] 2024-10-18 11:03:39,000 - Train: 73.12% [914700/1251000] [731.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000529] [CE 3.665 (3.989)] [KD 2.264 (2.352)] 2024-10-18 11:03:50,824 - Train: 73.12% [914750/1251000] [731.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000529] [CE 4.144 (4.026)] [KD 2.424 (2.383)] 2024-10-18 11:04:02,768 - Train: 73.13% [914800/1251000] [731.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000529] [CE 3.952 (3.987)] [KD 2.475 (2.350)] 2024-10-18 11:04:15,080 - Train: 73.13% [914850/1251000] [731.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000528] [CE 3.846 (3.996)] [KD 2.144 (2.339)] 2024-10-18 11:04:27,140 - Train: 73.13% [914900/1251000] [731.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000528] [CE 3.911 (4.020)] [KD 2.375 (2.344)] 2024-10-18 11:04:39,294 - Train: 73.14% [914950/1251000] [731.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000528] [CE 4.292 (3.971)] [KD 2.387 (2.331)] 2024-10-18 11:04:51,659 - Train: 73.14% [915000/1251000] [731.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000528] [CE 4.139 (3.968)] [KD 2.369 (2.343)] 2024-10-18 11:05:04,059 - Train: 73.15% [915050/1251000] [731.5/1000.0] [batch_t 0.247 (0.248)] [data_t 0.024] [optim_t 0.223] [lr 0.000528] [CE 3.969 (4.047)] [KD 2.190 (2.397)] 2024-10-18 11:05:16,759 - Train: 73.15% [915100/1251000] [731.5/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000528] [CE 4.112 (4.029)] [KD 2.485 (2.355)] 2024-10-18 11:05:29,138 - Train: 73.15% [915150/1251000] [731.5/1000.0] [batch_t 0.256 (0.247)] [data_t 0.032] [optim_t 0.224] [lr 0.000528] [CE 3.642 (4.034)] [KD 2.135 (2.373)] 2024-10-18 11:05:42,069 - Train: 73.16% [915200/1251000] [731.6/1000.0] [batch_t 0.279 (0.259)] [data_t 0.056] [optim_t 0.223] [lr 0.000527] [CE 3.806 (3.928)] [KD 2.300 (2.318)] 2024-10-18 11:05:54,488 - Train: 73.16% [915250/1251000] [731.6/1000.0] [batch_t 0.357 (0.248)] [data_t 0.022] [optim_t 0.335] [lr 0.000527] [CE 4.023 (4.023)] [KD 2.431 (2.353)] 2024-10-18 11:06:06,852 - Train: 73.17% [915300/1251000] [731.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000527] [CE 3.496 (4.001)] [KD 2.074 (2.379)] 2024-10-18 11:06:19,448 - Train: 73.17% [915350/1251000] [731.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000527] [CE 4.373 (4.041)] [KD 2.598 (2.385)] 2024-10-18 11:06:32,143 - Train: 73.17% [915400/1251000] [731.7/1000.0] [batch_t 0.234 (0.254)] [data_t 0.012] [optim_t 0.222] [lr 0.000527] [CE 3.793 (3.950)] [KD 2.074 (2.329)] 2024-10-18 11:06:44,624 - Train: 73.18% [915450/1251000] [731.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000527] [CE 3.848 (3.979)] [KD 2.343 (2.350)] 2024-10-18 11:06:57,091 - Train: 73.18% [915500/1251000] [731.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000527] [CE 4.000 (4.045)] [KD 2.283 (2.378)] 2024-10-18 11:07:09,647 - Train: 73.19% [915550/1251000] [731.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000526] [CE 4.433 (4.035)] [KD 2.501 (2.357)] 2024-10-18 11:07:21,469 - Train: 73.19% [915600/1251000] [731.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000526] [CE 3.935 (3.957)] [KD 2.259 (2.328)] 2024-10-18 11:07:33,594 - Train: 73.19% [915650/1251000] [731.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000526] [CE 3.197 (3.930)] [KD 1.990 (2.271)] 2024-10-18 11:07:46,039 - Train: 73.20% [915700/1251000] [732.0/1000.0] [batch_t 0.256 (0.249)] [data_t 0.009] [optim_t 0.247] [lr 0.000526] [CE 3.564 (3.957)] [KD 2.260 (2.324)] 2024-10-18 11:08:06,314 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39951] [top5_cnt 47533] [top_all 50000] 2024-10-18 11:08:06,314 - net: 79.902 (95.066) 2024-10-18 11:08:18,721 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40951] [top5_cnt 47956] [top_all 50000] 2024-10-18 11:08:18,722 - net_E: 81.902 (95.912) 2024-10-18 11:08:18,890 - Max [top1: 80.274 (epoch: 730)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 11:08:18,890 - ==> Total time: 2 days, 19:54:59 Eta: 1 day, 0:51:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:08:26,966 - Train: 73.20% [915750/1251000] [732.0/1000.0] [batch_t 0.236 (0.375)] [data_t 0.009] [optim_t 0.227] [lr 0.000526] [CE 3.927 (3.986)] [KD 2.375 (2.371)] 2024-10-18 11:08:39,358 - Train: 73.21% [915800/1251000] [732.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000526] [CE 4.421 (3.972)] [KD 2.654 (2.337)] 2024-10-18 11:08:51,322 - Train: 73.21% [915850/1251000] [732.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000526] [CE 4.374 (3.975)] [KD 2.647 (2.323)] 2024-10-18 11:09:03,295 - Train: 73.21% [915900/1251000] [732.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000526] [CE 3.632 (3.942)] [KD 1.986 (2.319)] 2024-10-18 11:09:15,759 - Train: 73.22% [915950/1251000] [732.2/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000525] [CE 4.340 (3.968)] [KD 2.392 (2.337)] 2024-10-18 11:09:27,990 - Train: 73.22% [916000/1251000] [732.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000525] [CE 3.732 (4.021)] [KD 2.211 (2.381)] 2024-10-18 11:09:40,077 - Train: 73.23% [916050/1251000] [732.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000525] [CE 4.258 (4.002)] [KD 2.482 (2.316)] 2024-10-18 11:09:52,408 - Train: 73.23% [916100/1251000] [732.3/1000.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.000525] [CE 3.508 (4.070)] [KD 2.219 (2.417)] 2024-10-18 11:10:04,732 - Train: 73.23% [916150/1251000] [732.3/1000.0] [batch_t 0.269 (0.246)] [data_t 0.009] [optim_t 0.260] [lr 0.000525] [CE 3.918 (3.938)] [KD 2.291 (2.321)] 2024-10-18 11:10:17,149 - Train: 73.24% [916200/1251000] [732.4/1000.0] [batch_t 0.374 (0.248)] [data_t 0.009] [optim_t 0.365] [lr 0.000525] [CE 4.312 (3.910)] [KD 2.509 (2.296)] 2024-10-18 11:10:29,547 - Train: 73.24% [916250/1251000] [732.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000525] [CE 4.344 (3.945)] [KD 2.607 (2.316)] 2024-10-18 11:10:41,293 - Train: 73.25% [916300/1251000] [732.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000524] [CE 3.203 (4.028)] [KD 1.950 (2.368)] 2024-10-18 11:10:53,284 - Train: 73.25% [916350/1251000] [732.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000524] [CE 3.378 (3.958)] [KD 2.076 (2.338)] 2024-10-18 11:11:05,486 - Train: 73.25% [916400/1251000] [732.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000524] [CE 4.194 (3.986)] [KD 2.387 (2.360)] 2024-10-18 11:11:17,652 - Train: 73.26% [916450/1251000] [732.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000524] [CE 4.134 (4.038)] [KD 2.507 (2.393)] 2024-10-18 11:11:29,364 - Train: 73.26% [916500/1251000] [732.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000524] [CE 3.835 (3.878)] [KD 2.252 (2.297)] 2024-10-18 11:11:41,587 - Train: 73.27% [916550/1251000] [732.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000524] [CE 3.923 (3.984)] [KD 2.271 (2.331)] 2024-10-18 11:11:53,747 - Train: 73.27% [916600/1251000] [732.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000524] [CE 4.465 (4.020)] [KD 2.620 (2.376)] 2024-10-18 11:12:05,817 - Train: 73.27% [916650/1251000] [732.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000523] [CE 3.937 (4.017)] [KD 2.263 (2.389)] 2024-10-18 11:12:17,933 - Train: 73.28% [916700/1251000] [732.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000523] [CE 4.078 (3.975)] [KD 2.296 (2.331)] 2024-10-18 11:12:29,890 - Train: 73.28% [916750/1251000] [732.8/1000.0] [batch_t 0.282 (0.239)] [data_t 0.009] [optim_t 0.273] [lr 0.000523] [CE 4.052 (4.057)] [KD 2.328 (2.389)] 2024-10-18 11:12:42,101 - Train: 73.29% [916800/1251000] [732.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000523] [CE 3.744 (3.800)] [KD 2.088 (2.231)] 2024-10-18 11:12:54,336 - Train: 73.29% [916850/1251000] [732.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000523] [CE 3.642 (4.003)] [KD 2.183 (2.344)] 2024-10-18 11:13:06,429 - Train: 73.29% [916900/1251000] [732.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000523] [CE 4.103 (3.966)] [KD 2.466 (2.370)] 2024-10-18 11:13:18,450 - Train: 73.30% [916950/1251000] [733.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000523] [CE 3.837 (3.964)] [KD 2.299 (2.350)] 2024-10-18 11:13:39,000 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 40141] [top5_cnt 47527] [top_all 50000] 2024-10-18 11:13:39,000 - net: 80.282 (95.054) 2024-10-18 11:13:51,606 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40948] [top5_cnt 47960] [top_all 50000] 2024-10-18 11:13:51,606 - net_E: 81.896 (95.920) 2024-10-18 11:13:51,759 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 11:13:51,760 - ==> Total time: 2 days, 20:00:32 Eta: 1 day, 0:46:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:14:01,772 - Train: 73.30% [917000/1251000] [733.0/1000.0] [batch_t 0.235 (0.293)] [data_t 0.009] [optim_t 0.226] [lr 0.000522] [CE 3.676 (3.875)] [KD 2.185 (2.289)] 2024-10-18 11:14:14,023 - Train: 73.31% [917050/1251000] [733.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000522] [CE 4.168 (3.988)] [KD 2.487 (2.330)] 2024-10-18 11:14:26,012 - Train: 73.31% [917100/1251000] [733.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000522] [CE 4.427 (3.955)] [KD 2.275 (2.292)] 2024-10-18 11:14:38,920 - Train: 73.31% [917150/1251000] [733.1/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.000522] [CE 3.808 (3.940)] [KD 2.212 (2.299)] 2024-10-18 11:14:51,131 - Train: 73.32% [917200/1251000] [733.2/1000.0] [batch_t 0.287 (0.244)] [data_t 0.009] [optim_t 0.278] [lr 0.000522] [CE 3.990 (3.942)] [KD 2.348 (2.305)] 2024-10-18 11:15:03,542 - Train: 73.32% [917250/1251000] [733.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000522] [CE 4.294 (4.046)] [KD 2.599 (2.377)] 2024-10-18 11:15:15,877 - Train: 73.33% [917300/1251000] [733.3/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000522] [CE 4.121 (4.008)] [KD 2.497 (2.356)] 2024-10-18 11:15:28,757 - Train: 73.33% [917350/1251000] [733.3/1000.0] [batch_t 0.237 (0.257)] [data_t 0.009] [optim_t 0.228] [lr 0.000521] [CE 3.671 (3.967)] [KD 2.313 (2.344)] 2024-10-18 11:15:40,783 - Train: 73.33% [917400/1251000] [733.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000521] [CE 3.890 (3.971)] [KD 2.259 (2.339)] 2024-10-18 11:15:52,688 - Train: 73.34% [917450/1251000] [733.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000521] [CE 3.839 (3.987)] [KD 2.147 (2.330)] 2024-10-18 11:16:04,942 - Train: 73.34% [917500/1251000] [733.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000521] [CE 3.914 (4.016)] [KD 2.349 (2.372)] 2024-10-18 11:16:17,264 - Train: 73.35% [917550/1251000] [733.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000521] [CE 4.026 (3.958)] [KD 2.232 (2.340)] 2024-10-18 11:16:29,286 - Train: 73.35% [917600/1251000] [733.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000521] [CE 4.215 (3.908)] [KD 2.430 (2.329)] 2024-10-18 11:16:41,168 - Train: 73.35% [917650/1251000] [733.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000521] [CE 3.801 (3.997)] [KD 2.109 (2.351)] 2024-10-18 11:16:53,393 - Train: 73.36% [917700/1251000] [733.6/1000.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.000521] [CE 4.271 (3.953)] [KD 2.442 (2.305)] 2024-10-18 11:17:06,001 - Train: 73.36% [917750/1251000] [733.6/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000520] [CE 4.145 (3.966)] [KD 2.542 (2.340)] 2024-10-18 11:17:18,041 - Train: 73.37% [917800/1251000] [733.7/1000.0] [batch_t 0.243 (0.241)] [data_t 0.010] [optim_t 0.233] [lr 0.000520] [CE 4.368 (3.952)] [KD 2.511 (2.294)] 2024-10-18 11:17:30,122 - Train: 73.37% [917850/1251000] [733.7/1000.0] [batch_t 0.324 (0.242)] [data_t 0.009] [optim_t 0.316] [lr 0.000520] [CE 3.890 (3.914)] [KD 2.385 (2.308)] 2024-10-18 11:17:42,767 - Train: 73.37% [917900/1251000] [733.7/1000.0] [batch_t 0.579 (0.253)] [data_t 0.009] [optim_t 0.570] [lr 0.000520] [CE 3.923 (3.971)] [KD 2.369 (2.325)] 2024-10-18 11:17:55,263 - Train: 73.38% [917950/1251000] [733.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000520] [CE 3.867 (3.916)] [KD 2.217 (2.322)] 2024-10-18 11:18:07,339 - Train: 73.38% [918000/1251000] [733.8/1000.0] [batch_t 0.368 (0.241)] [data_t 0.009] [optim_t 0.359] [lr 0.000520] [CE 3.784 (3.917)] [KD 2.263 (2.311)] 2024-10-18 11:18:19,623 - Train: 73.39% [918050/1251000] [733.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000520] [CE 4.214 (3.974)] [KD 2.576 (2.328)] 2024-10-18 11:18:32,107 - Train: 73.39% [918100/1251000] [733.9/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.000519] [CE 3.723 (3.958)] [KD 2.179 (2.307)] 2024-10-18 11:18:44,891 - Train: 73.39% [918150/1251000] [733.9/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.000519] [CE 4.352 (4.001)] [KD 2.711 (2.346)] 2024-10-18 11:18:56,814 - Train: 73.40% [918200/1251000] [734.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000519] [CE 4.143 (3.950)] [KD 2.406 (2.340)] 2024-10-18 11:19:17,283 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40041] [top5_cnt 47537] [top_all 50000] 2024-10-18 11:19:17,284 - net: 80.082 (95.074) 2024-10-18 11:19:29,796 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40943] [top5_cnt 47943] [top_all 50000] 2024-10-18 11:19:29,797 - net_E: 81.886 (95.886) 2024-10-18 11:19:29,922 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.936 (epoch: 721)] 2024-10-18 11:19:29,923 - ==> Total time: 2 days, 20:06:10 Eta: 1 day, 0:40:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:19:37,618 - Train: 73.40% [918250/1251000] [734.0/1000.0] [batch_t 0.235 (0.399)] [data_t 0.009] [optim_t 0.226] [lr 0.000519] [CE 4.350 (4.055)] [KD 2.593 (2.376)] 2024-10-18 11:19:49,940 - Train: 73.41% [918300/1251000] [734.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000519] [CE 3.734 (3.968)] [KD 2.387 (2.327)] 2024-10-18 11:20:02,296 - Train: 73.41% [918350/1251000] [734.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000519] [CE 4.193 (4.001)] [KD 2.497 (2.329)] 2024-10-18 11:20:14,593 - Train: 73.41% [918400/1251000] [734.1/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000519] [CE 3.840 (4.021)] [KD 2.257 (2.339)] 2024-10-18 11:20:26,515 - Train: 73.42% [918450/1251000] [734.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000518] [CE 3.234 (4.012)] [KD 1.901 (2.344)] 2024-10-18 11:20:38,643 - Train: 73.42% [918500/1251000] [734.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000518] [CE 4.357 (3.972)] [KD 2.505 (2.323)] 2024-10-18 11:20:50,721 - Train: 73.43% [918550/1251000] [734.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000518] [CE 3.963 (3.935)] [KD 2.528 (2.302)] 2024-10-18 11:21:02,758 - Train: 73.43% [918600/1251000] [734.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000518] [CE 3.698 (4.018)] [KD 2.147 (2.341)] 2024-10-18 11:21:14,809 - Train: 73.43% [918650/1251000] [734.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000518] [CE 4.310 (4.012)] [KD 2.543 (2.376)] 2024-10-18 11:21:26,894 - Train: 73.44% [918700/1251000] [734.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000518] [CE 3.242 (3.964)] [KD 1.921 (2.357)] 2024-10-18 11:21:38,986 - Train: 73.44% [918750/1251000] [734.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000518] [CE 4.688 (3.984)] [KD 2.807 (2.348)] 2024-10-18 11:21:51,086 - Train: 73.45% [918800/1251000] [734.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000517] [CE 4.371 (4.058)] [KD 2.590 (2.384)] 2024-10-18 11:22:03,262 - Train: 73.45% [918850/1251000] [734.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000517] [CE 3.780 (3.995)] [KD 2.321 (2.375)] 2024-10-18 11:22:15,845 - Train: 73.45% [918900/1251000] [734.5/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000517] [CE 4.438 (3.958)] [KD 2.680 (2.356)] 2024-10-18 11:22:28,298 - Train: 73.46% [918950/1251000] [734.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000517] [CE 4.129 (3.928)] [KD 2.312 (2.301)] 2024-10-18 11:22:40,288 - Train: 73.46% [919000/1251000] [734.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000517] [CE 4.157 (3.970)] [KD 2.506 (2.314)] 2024-10-18 11:22:52,512 - Train: 73.47% [919050/1251000] [734.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000517] [CE 3.964 (4.038)] [KD 2.322 (2.371)] 2024-10-18 11:23:05,114 - Train: 73.47% [919100/1251000] [734.7/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000517] [CE 4.251 (3.944)] [KD 2.547 (2.336)] 2024-10-18 11:23:17,206 - Train: 73.47% [919150/1251000] [734.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000517] [CE 3.765 (4.035)] [KD 2.251 (2.352)] 2024-10-18 11:23:29,152 - Train: 73.48% [919200/1251000] [734.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000516] [CE 4.043 (3.978)] [KD 2.364 (2.333)] 2024-10-18 11:23:41,290 - Train: 73.48% [919250/1251000] [734.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000516] [CE 3.801 (3.930)] [KD 2.263 (2.301)] 2024-10-18 11:23:53,320 - Train: 73.49% [919300/1251000] [734.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000516] [CE 3.957 (3.957)] [KD 2.329 (2.338)] 2024-10-18 11:24:05,494 - Train: 73.49% [919350/1251000] [734.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000516] [CE 4.005 (4.081)] [KD 2.239 (2.383)] 2024-10-18 11:24:17,490 - Train: 73.49% [919400/1251000] [734.9/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000516] [CE 4.029 (4.001)] [KD 2.321 (2.332)] 2024-10-18 11:24:29,457 - Train: 73.50% [919450/1251000] [735.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000516] [CE 3.927 (4.023)] [KD 2.368 (2.359)] 2024-10-18 11:24:50,085 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39962] [top5_cnt 47522] [top_all 50000] 2024-10-18 11:24:50,085 - net: 79.924 (95.044) 2024-10-18 11:25:03,024 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.252)] [top1_cnt 40972] [top5_cnt 47942] [top_all 50000] 2024-10-18 11:25:03,025 - net_E: 81.944 (95.884) 2024-10-18 11:25:03,158 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.944 (epoch: 735)] 2024-10-18 11:25:03,158 - ==> Total time: 2 days, 20:11:43 Eta: 1 day, 0:35:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:25:15,650 - Train: 73.50% [919500/1251000] [735.0/1000.0] [batch_t 0.237 (0.314)] [data_t 0.009] [optim_t 0.228] [lr 0.000516] [CE 4.083 (4.041)] [KD 2.449 (2.353)] 2024-10-18 11:25:28,237 - Train: 73.51% [919550/1251000] [735.1/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000515] [CE 3.513 (3.938)] [KD 2.277 (2.328)] 2024-10-18 11:25:40,270 - Train: 73.51% [919600/1251000] [735.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000515] [CE 4.077 (4.027)] [KD 2.432 (2.358)] 2024-10-18 11:25:52,688 - Train: 73.51% [919650/1251000] [735.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000515] [CE 3.774 (3.940)] [KD 2.269 (2.313)] 2024-10-18 11:26:04,577 - Train: 73.52% [919700/1251000] [735.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000515] [CE 4.234 (3.939)] [KD 2.572 (2.293)] 2024-10-18 11:26:16,550 - Train: 73.52% [919750/1251000] [735.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000515] [CE 3.649 (3.970)] [KD 2.125 (2.332)] 2024-10-18 11:26:28,558 - Train: 73.53% [919800/1251000] [735.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000515] [CE 4.460 (3.951)] [KD 2.567 (2.346)] 2024-10-18 11:26:40,752 - Train: 73.53% [919850/1251000] [735.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000515] [CE 4.016 (3.981)] [KD 2.395 (2.328)] 2024-10-18 11:26:52,828 - Train: 73.53% [919900/1251000] [735.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000514] [CE 3.942 (4.026)] [KD 2.126 (2.354)] 2024-10-18 11:27:04,809 - Train: 73.54% [919950/1251000] [735.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000514] [CE 4.452 (3.994)] [KD 2.679 (2.336)] 2024-10-18 11:27:17,069 - Train: 73.54% [920000/1251000] [735.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000514] [CE 3.938 (4.021)] [KD 2.276 (2.387)] 2024-10-18 11:27:29,143 - Train: 73.55% [920050/1251000] [735.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000514] [CE 4.012 (3.937)] [KD 2.238 (2.306)] 2024-10-18 11:27:41,440 - Train: 73.55% [920100/1251000] [735.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000514] [CE 4.015 (3.961)] [KD 2.380 (2.324)] 2024-10-18 11:27:53,825 - Train: 73.55% [920150/1251000] [735.5/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000514] [CE 3.768 (3.986)] [KD 2.120 (2.314)] 2024-10-18 11:28:06,240 - Train: 73.56% [920200/1251000] [735.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000514] [CE 4.154 (4.019)] [KD 2.431 (2.359)] 2024-10-18 11:28:18,278 - Train: 73.56% [920250/1251000] [735.6/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000513] [CE 3.662 (4.025)] [KD 2.167 (2.332)] 2024-10-18 11:28:30,546 - Train: 73.57% [920300/1251000] [735.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000513] [CE 4.254 (3.924)] [KD 2.531 (2.320)] 2024-10-18 11:28:42,581 - Train: 73.57% [920350/1251000] [735.7/1000.0] [batch_t 0.383 (0.241)] [data_t 0.009] [optim_t 0.374] [lr 0.000513] [CE 4.458 (3.938)] [KD 2.516 (2.309)] 2024-10-18 11:28:55,096 - Train: 73.57% [920400/1251000] [735.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000513] [CE 3.711 (3.973)] [KD 2.269 (2.344)] 2024-10-18 11:29:07,107 - Train: 73.58% [920450/1251000] [735.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000513] [CE 4.358 (3.957)] [KD 2.586 (2.293)] 2024-10-18 11:29:18,973 - Train: 73.58% [920500/1251000] [735.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000513] [CE 3.910 (3.954)] [KD 2.462 (2.311)] 2024-10-18 11:29:31,278 - Train: 73.59% [920550/1251000] [735.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000513] [CE 4.516 (3.980)] [KD 2.581 (2.320)] 2024-10-18 11:29:43,451 - Train: 73.59% [920600/1251000] [735.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000513] [CE 3.933 (4.029)] [KD 2.285 (2.366)] 2024-10-18 11:29:55,751 - Train: 73.59% [920650/1251000] [735.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000512] [CE 3.977 (3.966)] [KD 2.344 (2.327)] 2024-10-18 11:30:07,915 - Train: 73.60% [920700/1251000] [736.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000512] [CE 3.579 (3.929)] [KD 2.237 (2.300)] 2024-10-18 11:30:28,942 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40069] [top5_cnt 47554] [top_all 50000] 2024-10-18 11:30:28,943 - net: 80.138 (95.108) 2024-10-18 11:30:41,182 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40955] [top5_cnt 47964] [top_all 50000] 2024-10-18 11:30:41,182 - net_E: 81.910 (95.928) 2024-10-18 11:30:41,324 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.944 (epoch: 735)] 2024-10-18 11:30:41,324 - ==> Total time: 2 days, 20:17:21 Eta: 1 day, 0:29:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:30:48,375 - Train: 73.60% [920750/1251000] [736.0/1000.0] [batch_t 0.239 (0.406)] [data_t 0.009] [optim_t 0.230] [lr 0.000512] [CE 3.838 (3.912)] [KD 2.251 (2.279)] 2024-10-18 11:31:00,723 - Train: 73.61% [920800/1251000] [736.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000512] [CE 3.936 (3.951)] [KD 2.328 (2.328)] 2024-10-18 11:31:13,092 - Train: 73.61% [920850/1251000] [736.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000512] [CE 3.820 (3.974)] [KD 2.196 (2.334)] 2024-10-18 11:31:25,280 - Train: 73.61% [920900/1251000] [736.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000512] [CE 3.300 (3.833)] [KD 1.986 (2.250)] 2024-10-18 11:31:37,325 - Train: 73.62% [920950/1251000] [736.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000512] [CE 4.399 (3.980)] [KD 2.506 (2.322)] 2024-10-18 11:31:49,352 - Train: 73.62% [921000/1251000] [736.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000511] [CE 3.994 (4.061)] [KD 2.282 (2.356)] 2024-10-18 11:32:01,239 - Train: 73.63% [921050/1251000] [736.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000511] [CE 3.265 (3.964)] [KD 1.954 (2.294)] 2024-10-18 11:32:13,628 - Train: 73.63% [921100/1251000] [736.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000511] [CE 4.061 (4.021)] [KD 2.554 (2.358)] 2024-10-18 11:32:25,647 - Train: 73.63% [921150/1251000] [736.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000511] [CE 3.927 (3.985)] [KD 2.224 (2.312)] 2024-10-18 11:32:37,795 - Train: 73.64% [921200/1251000] [736.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000511] [CE 3.992 (3.989)] [KD 2.431 (2.359)] 2024-10-18 11:32:49,961 - Train: 73.64% [921250/1251000] [736.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000511] [CE 3.863 (3.884)] [KD 2.273 (2.280)] 2024-10-18 11:33:02,304 - Train: 73.65% [921300/1251000] [736.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000511] [CE 3.813 (3.931)] [KD 2.361 (2.273)] 2024-10-18 11:33:14,169 - Train: 73.65% [921350/1251000] [736.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000510] [CE 3.512 (3.920)] [KD 2.155 (2.311)] 2024-10-18 11:33:26,197 - Train: 73.65% [921400/1251000] [736.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000510] [CE 3.742 (4.022)] [KD 2.235 (2.346)] 2024-10-18 11:33:38,498 - Train: 73.66% [921450/1251000] [736.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000510] [CE 4.154 (4.039)] [KD 2.282 (2.349)] 2024-10-18 11:33:50,859 - Train: 73.66% [921500/1251000] [736.6/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.000510] [CE 4.487 (4.048)] [KD 2.362 (2.391)] 2024-10-18 11:34:02,958 - Train: 73.67% [921550/1251000] [736.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000510] [CE 3.837 (4.022)] [KD 2.297 (2.354)] 2024-10-18 11:34:15,124 - Train: 73.67% [921600/1251000] [736.7/1000.0] [batch_t 0.399 (0.243)] [data_t 0.009] [optim_t 0.390] [lr 0.000510] [CE 4.071 (4.050)] [KD 2.324 (2.326)] 2024-10-18 11:34:27,215 - Train: 73.67% [921650/1251000] [736.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000510] [CE 3.890 (3.984)] [KD 2.475 (2.327)] 2024-10-18 11:34:39,500 - Train: 73.68% [921700/1251000] [736.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000509] [CE 3.820 (3.923)] [KD 2.324 (2.303)] 2024-10-18 11:34:51,604 - Train: 73.68% [921750/1251000] [736.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000509] [CE 4.359 (3.954)] [KD 2.439 (2.313)] 2024-10-18 11:35:03,571 - Train: 73.69% [921800/1251000] [736.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000509] [CE 3.382 (3.995)] [KD 2.152 (2.340)] 2024-10-18 11:35:16,058 - Train: 73.69% [921850/1251000] [736.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000509] [CE 4.350 (3.937)] [KD 2.522 (2.343)] 2024-10-18 11:35:28,258 - Train: 73.69% [921900/1251000] [736.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000509] [CE 4.172 (3.995)] [KD 2.355 (2.314)] 2024-10-18 11:35:40,226 - Train: 73.70% [921950/1251000] [737.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000509] [CE 3.866 (3.943)] [KD 2.255 (2.290)] 2024-10-18 11:36:01,169 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39994] [top5_cnt 47582] [top_all 50000] 2024-10-18 11:36:01,170 - net: 79.988 (95.164) 2024-10-18 11:36:13,405 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40947] [top5_cnt 47963] [top_all 50000] 2024-10-18 11:36:13,406 - net_E: 81.894 (95.926) 2024-10-18 11:36:13,527 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.944 (epoch: 735)] 2024-10-18 11:36:13,528 - ==> Total time: 2 days, 20:22:54 Eta: 1 day, 0:24:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:36:20,426 - Train: 73.70% [922000/1251000] [737.0/1000.0] [batch_t 0.242 (0.443)] [data_t 0.009] [optim_t 0.234] [lr 0.000509] [CE 3.628 (3.897)] [KD 2.107 (2.237)] 2024-10-18 11:36:32,746 - Train: 73.71% [922050/1251000] [737.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000509] [CE 3.777 (3.964)] [KD 2.164 (2.324)] 2024-10-18 11:36:44,698 - Train: 73.71% [922100/1251000] [737.1/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000508] [CE 3.668 (4.022)] [KD 2.065 (2.362)] 2024-10-18 11:36:57,005 - Train: 73.71% [922150/1251000] [737.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000508] [CE 3.995 (3.928)] [KD 2.382 (2.310)] 2024-10-18 11:37:08,853 - Train: 73.72% [922200/1251000] [737.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000508] [CE 3.749 (3.931)] [KD 2.218 (2.311)] 2024-10-18 11:37:20,753 - Train: 73.72% [922250/1251000] [737.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000508] [CE 4.055 (3.976)] [KD 2.434 (2.302)] 2024-10-18 11:37:32,537 - Train: 73.73% [922300/1251000] [737.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000508] [CE 4.245 (3.972)] [KD 2.422 (2.313)] 2024-10-18 11:37:44,734 - Train: 73.73% [922350/1251000] [737.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000508] [CE 4.138 (4.019)] [KD 2.400 (2.354)] 2024-10-18 11:37:56,544 - Train: 73.73% [922400/1251000] [737.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000508] [CE 4.102 (3.993)] [KD 2.313 (2.352)] 2024-10-18 11:38:08,891 - Train: 73.74% [922450/1251000] [737.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000507] [CE 3.773 (3.915)] [KD 2.216 (2.292)] 2024-10-18 11:38:20,917 - Train: 73.74% [922500/1251000] [737.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000507] [CE 3.939 (3.992)] [KD 2.286 (2.330)] 2024-10-18 11:38:32,939 - Train: 73.75% [922550/1251000] [737.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000507] [CE 4.135 (3.961)] [KD 2.373 (2.313)] 2024-10-18 11:38:45,068 - Train: 73.75% [922600/1251000] [737.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000507] [CE 4.230 (3.962)] [KD 2.499 (2.307)] 2024-10-18 11:38:57,600 - Train: 73.75% [922650/1251000] [737.5/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000507] [CE 3.968 (3.937)] [KD 2.344 (2.289)] 2024-10-18 11:39:09,698 - Train: 73.76% [922700/1251000] [737.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000507] [CE 3.914 (3.881)] [KD 2.434 (2.314)] 2024-10-18 11:39:21,408 - Train: 73.76% [922750/1251000] [737.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000507] [CE 4.016 (3.972)] [KD 2.292 (2.323)] 2024-10-18 11:39:33,579 - Train: 73.76% [922800/1251000] [737.6/1000.0] [batch_t 0.369 (0.243)] [data_t 0.009] [optim_t 0.360] [lr 0.000506] [CE 4.351 (3.959)] [KD 2.633 (2.343)] 2024-10-18 11:39:45,520 - Train: 73.77% [922850/1251000] [737.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000506] [CE 3.966 (3.913)] [KD 2.222 (2.279)] 2024-10-18 11:39:57,549 - Train: 73.77% [922900/1251000] [737.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000506] [CE 3.784 (4.010)] [KD 2.178 (2.343)] 2024-10-18 11:40:09,761 - Train: 73.78% [922950/1251000] [737.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000506] [CE 4.366 (3.979)] [KD 2.566 (2.328)] 2024-10-18 11:40:22,083 - Train: 73.78% [923000/1251000] [737.8/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000506] [CE 4.234 (4.006)] [KD 2.423 (2.321)] 2024-10-18 11:40:33,892 - Train: 73.78% [923050/1251000] [737.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000506] [CE 4.265 (4.004)] [KD 2.401 (2.332)] 2024-10-18 11:40:46,204 - Train: 73.79% [923100/1251000] [737.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000506] [CE 4.083 (3.905)] [KD 2.425 (2.296)] 2024-10-18 11:40:58,068 - Train: 73.79% [923150/1251000] [737.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000506] [CE 3.706 (4.085)] [KD 1.960 (2.378)] 2024-10-18 11:41:09,938 - Train: 73.80% [923200/1251000] [738.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000505] [CE 4.168 (3.975)] [KD 2.503 (2.308)] 2024-10-18 11:41:31,279 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40076] [top5_cnt 47587] [top_all 50000] 2024-10-18 11:41:31,280 - net: 80.152 (95.174) 2024-10-18 11:41:43,474 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40952] [top5_cnt 47965] [top_all 50000] 2024-10-18 11:41:43,475 - net_E: 81.904 (95.930) 2024-10-18 11:41:43,608 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.944 (epoch: 735)] 2024-10-18 11:41:43,608 - ==> Total time: 2 days, 20:28:24 Eta: 1 day, 0:18:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:41:50,598 - Train: 73.80% [923250/1251000] [738.0/1000.0] [batch_t 0.236 (0.480)] [data_t 0.009] [optim_t 0.227] [lr 0.000505] [CE 4.114 (4.054)] [KD 2.283 (2.341)] 2024-10-18 11:42:02,692 - Train: 73.80% [923300/1251000] [738.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000505] [CE 3.991 (3.962)] [KD 2.142 (2.305)] 2024-10-18 11:42:15,040 - Train: 73.81% [923350/1251000] [738.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000505] [CE 3.574 (3.969)] [KD 2.265 (2.332)] 2024-10-18 11:42:26,807 - Train: 73.81% [923400/1251000] [738.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000505] [CE 4.122 (3.884)] [KD 2.370 (2.265)] 2024-10-18 11:42:38,754 - Train: 73.82% [923450/1251000] [738.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000505] [CE 4.192 (3.989)] [KD 2.469 (2.302)] 2024-10-18 11:42:50,830 - Train: 73.82% [923500/1251000] [738.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000505] [CE 4.353 (3.994)] [KD 2.506 (2.325)] 2024-10-18 11:43:03,003 - Train: 73.82% [923550/1251000] [738.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000504] [CE 3.527 (3.985)] [KD 2.002 (2.329)] 2024-10-18 11:43:14,919 - Train: 73.83% [923600/1251000] [738.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000504] [CE 4.142 (3.953)] [KD 2.486 (2.322)] 2024-10-18 11:43:26,826 - Train: 73.83% [923650/1251000] [738.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000504] [CE 3.890 (3.969)] [KD 2.359 (2.288)] 2024-10-18 11:43:38,840 - Train: 73.84% [923700/1251000] [738.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000504] [CE 4.088 (3.968)] [KD 2.247 (2.281)] 2024-10-18 11:43:50,983 - Train: 73.84% [923750/1251000] [738.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000504] [CE 4.159 (3.915)] [KD 2.497 (2.289)] 2024-10-18 11:44:02,741 - Train: 73.84% [923800/1251000] [738.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000504] [CE 4.040 (3.932)] [KD 2.408 (2.289)] 2024-10-18 11:44:15,294 - Train: 73.85% [923850/1251000] [738.5/1000.0] [batch_t 0.295 (0.251)] [data_t 0.009] [optim_t 0.286] [lr 0.000504] [CE 4.403 (3.908)] [KD 2.311 (2.292)] 2024-10-18 11:44:27,814 - Train: 73.85% [923900/1251000] [738.5/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000503] [CE 4.239 (3.947)] [KD 2.705 (2.325)] 2024-10-18 11:44:39,880 - Train: 73.86% [923950/1251000] [738.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000503] [CE 3.767 (3.931)] [KD 2.063 (2.279)] 2024-10-18 11:44:51,891 - Train: 73.86% [924000/1251000] [738.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000503] [CE 4.110 (4.051)] [KD 2.371 (2.295)] 2024-10-18 11:45:03,900 - Train: 73.86% [924050/1251000] [738.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000503] [CE 4.557 (3.968)] [KD 2.506 (2.299)] 2024-10-18 11:45:15,995 - Train: 73.87% [924100/1251000] [738.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000503] [CE 3.956 (4.006)] [KD 2.288 (2.330)] 2024-10-18 11:45:28,200 - Train: 73.87% [924150/1251000] [738.7/1000.0] [batch_t 0.362 (0.244)] [data_t 0.009] [optim_t 0.353] [lr 0.000503] [CE 3.643 (3.970)] [KD 2.111 (2.353)] 2024-10-18 11:45:40,041 - Train: 73.88% [924200/1251000] [738.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000503] [CE 4.188 (3.989)] [KD 2.403 (2.330)] 2024-10-18 11:45:51,995 - Train: 73.88% [924250/1251000] [738.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000503] [CE 4.206 (4.006)] [KD 2.417 (2.353)] 2024-10-18 11:46:04,745 - Train: 73.88% [924300/1251000] [738.8/1000.0] [batch_t 0.242 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.000502] [CE 3.975 (3.957)] [KD 2.432 (2.338)] 2024-10-18 11:46:16,595 - Train: 73.89% [924350/1251000] [738.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000502] [CE 3.999 (3.964)] [KD 2.320 (2.318)] 2024-10-18 11:46:28,776 - Train: 73.89% [924400/1251000] [738.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000502] [CE 4.464 (3.975)] [KD 2.422 (2.332)] 2024-10-18 11:46:41,222 - Train: 73.90% [924450/1251000] [739.0/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.000502] [CE 3.880 (3.976)] [KD 2.395 (2.329)] 2024-10-18 11:47:02,399 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40023] [top5_cnt 47525] [top_all 50000] 2024-10-18 11:47:02,399 - net: 80.046 (95.050) 2024-10-18 11:47:15,049 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40953] [top5_cnt 47979] [top_all 50000] 2024-10-18 11:47:15,050 - net_E: 81.906 (95.958) 2024-10-18 11:47:15,200 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.944 (epoch: 735)] 2024-10-18 11:47:15,200 - ==> Total time: 2 days, 20:33:55 Eta: 1 day, 0:12:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:47:21,936 - Train: 73.90% [924500/1251000] [739.0/1000.0] [batch_t 0.234 (0.485)] [data_t 0.009] [optim_t 0.225] [lr 0.000502] [CE 3.953 (4.143)] [KD 2.304 (2.381)] 2024-10-18 11:47:34,065 - Train: 73.90% [924550/1251000] [739.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000502] [CE 4.398 (3.897)] [KD 2.422 (2.258)] 2024-10-18 11:47:46,524 - Train: 73.91% [924600/1251000] [739.1/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.000502] [CE 4.332 (3.994)] [KD 2.515 (2.297)] 2024-10-18 11:47:58,195 - Train: 73.91% [924650/1251000] [739.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000501] [CE 3.678 (3.948)] [KD 2.081 (2.270)] 2024-10-18 11:48:10,237 - Train: 73.92% [924700/1251000] [739.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000501] [CE 3.842 (3.933)] [KD 2.180 (2.290)] 2024-10-18 11:48:22,356 - Train: 73.92% [924750/1251000] [739.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000501] [CE 4.050 (3.914)] [KD 2.265 (2.303)] 2024-10-18 11:48:35,300 - Train: 73.92% [924800/1251000] [739.2/1000.0] [batch_t 0.354 (0.259)] [data_t 0.009] [optim_t 0.345] [lr 0.000501] [CE 4.109 (3.990)] [KD 2.503 (2.331)] 2024-10-18 11:48:47,349 - Train: 73.93% [924850/1251000] [739.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000501] [CE 4.261 (3.973)] [KD 2.437 (2.346)] 2024-10-18 11:48:59,087 - Train: 73.93% [924900/1251000] [739.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000501] [CE 3.660 (4.067)] [KD 2.110 (2.370)] 2024-10-18 11:49:11,554 - Train: 73.94% [924950/1251000] [739.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000501] [CE 3.962 (3.975)] [KD 2.483 (2.306)] 2024-10-18 11:49:23,458 - Train: 73.94% [925000/1251000] [739.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000500] [CE 3.927 (3.930)] [KD 2.232 (2.299)] 2024-10-18 11:49:35,591 - Train: 73.94% [925050/1251000] [739.4/1000.0] [batch_t 0.261 (0.243)] [data_t 0.009] [optim_t 0.252] [lr 0.000500] [CE 3.345 (3.984)] [KD 1.955 (2.345)] 2024-10-18 11:49:47,795 - Train: 73.95% [925100/1251000] [739.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000500] [CE 4.239 (3.972)] [KD 2.451 (2.325)] 2024-10-18 11:50:00,285 - Train: 73.95% [925150/1251000] [739.5/1000.0] [batch_t 0.349 (0.250)] [data_t 0.009] [optim_t 0.340] [lr 0.000500] [CE 3.733 (3.917)] [KD 2.281 (2.299)] 2024-10-18 11:50:12,475 - Train: 73.96% [925200/1251000] [739.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000500] [CE 3.507 (3.941)] [KD 1.929 (2.297)] 2024-10-18 11:50:25,035 - Train: 73.96% [925250/1251000] [739.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000500] [CE 4.390 (3.976)] [KD 2.529 (2.338)] 2024-10-18 11:50:37,334 - Train: 73.96% [925300/1251000] [739.6/1000.0] [batch_t 0.322 (0.246)] [data_t 0.009] [optim_t 0.313] [lr 0.000500] [CE 4.119 (4.012)] [KD 2.348 (2.327)] 2024-10-18 11:50:49,724 - Train: 73.97% [925350/1251000] [739.7/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.000500] [CE 3.995 (3.956)] [KD 2.384 (2.296)] 2024-10-18 11:51:02,086 - Train: 73.97% [925400/1251000] [739.7/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000499] [CE 3.768 (3.994)] [KD 2.222 (2.331)] 2024-10-18 11:51:14,785 - Train: 73.98% [925450/1251000] [739.8/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000499] [CE 4.058 (3.934)] [KD 2.323 (2.305)] 2024-10-18 11:51:27,001 - Train: 73.98% [925500/1251000] [739.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000499] [CE 3.832 (3.986)] [KD 2.331 (2.303)] 2024-10-18 11:51:39,398 - Train: 73.98% [925550/1251000] [739.8/1000.0] [batch_t 0.279 (0.248)] [data_t 0.009] [optim_t 0.270] [lr 0.000499] [CE 4.333 (3.934)] [KD 2.569 (2.294)] 2024-10-18 11:51:51,940 - Train: 73.99% [925600/1251000] [739.9/1000.0] [batch_t 0.282 (0.251)] [data_t 0.009] [optim_t 0.273] [lr 0.000499] [CE 4.144 (3.945)] [KD 2.447 (2.299)] 2024-10-18 11:52:04,632 - Train: 73.99% [925650/1251000] [739.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000499] [CE 4.144 (3.934)] [KD 2.226 (2.287)] 2024-10-18 11:52:16,942 - Train: 74.00% [925700/1251000] [740.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000499] [CE 3.807 (3.972)] [KD 2.381 (2.324)] 2024-10-18 11:52:38,934 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.240)] [top1_cnt 40070] [top5_cnt 47529] [top_all 50000] 2024-10-18 11:52:38,935 - net: 80.140 (95.058) 2024-10-18 11:52:51,094 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40979] [top5_cnt 47966] [top_all 50000] 2024-10-18 11:52:51,095 - net_E: 81.958 (95.932) 2024-10-18 11:52:51,229 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.958 (epoch: 740)] 2024-10-18 11:52:51,229 - ==> Total time: 2 days, 20:39:31 Eta: 1 day, 0:07:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:52:59,306 - Train: 74.00% [925750/1251000] [740.0/1000.0] [batch_t 0.237 (0.344)] [data_t 0.009] [optim_t 0.228] [lr 0.000498] [CE 3.936 (3.869)] [KD 2.342 (2.205)] 2024-10-18 11:53:12,002 - Train: 74.00% [925800/1251000] [740.0/1000.0] [batch_t 0.244 (0.254)] [data_t 0.009] [optim_t 0.235] [lr 0.000498] [CE 3.876 (3.926)] [KD 2.198 (2.248)] 2024-10-18 11:53:24,561 - Train: 74.01% [925850/1251000] [740.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000498] [CE 3.443 (3.902)] [KD 2.006 (2.251)] 2024-10-18 11:53:36,432 - Train: 74.01% [925900/1251000] [740.1/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000498] [CE 3.553 (3.949)] [KD 2.042 (2.282)] 2024-10-18 11:53:49,255 - Train: 74.02% [925950/1251000] [740.2/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.000498] [CE 4.429 (3.926)] [KD 2.420 (2.289)] 2024-10-18 11:54:01,807 - Train: 74.02% [926000/1251000] [740.2/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000498] [CE 4.020 (3.982)] [KD 2.334 (2.322)] 2024-10-18 11:54:14,581 - Train: 74.02% [926050/1251000] [740.2/1000.0] [batch_t 0.245 (0.255)] [data_t 0.009] [optim_t 0.236] [lr 0.000498] [CE 4.603 (4.015)] [KD 2.414 (2.313)] 2024-10-18 11:54:27,276 - Train: 74.03% [926100/1251000] [740.3/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.000497] [CE 4.228 (3.910)] [KD 2.370 (2.291)] 2024-10-18 11:54:40,184 - Train: 74.03% [926150/1251000] [740.3/1000.0] [batch_t 0.243 (0.258)] [data_t 0.009] [optim_t 0.234] [lr 0.000497] [CE 4.442 (3.950)] [KD 2.561 (2.327)] 2024-10-18 11:54:52,743 - Train: 74.04% [926200/1251000] [740.4/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000497] [CE 4.037 (3.968)] [KD 2.296 (2.326)] 2024-10-18 11:55:05,483 - Train: 74.04% [926250/1251000] [740.4/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000497] [CE 4.417 (3.929)] [KD 2.578 (2.300)] 2024-10-18 11:55:17,347 - Train: 74.04% [926300/1251000] [740.4/1000.0] [batch_t 0.260 (0.237)] [data_t 0.009] [optim_t 0.251] [lr 0.000497] [CE 4.246 (4.006)] [KD 2.416 (2.337)] 2024-10-18 11:55:29,709 - Train: 74.05% [926350/1251000] [740.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000497] [CE 3.760 (3.971)] [KD 2.253 (2.305)] 2024-10-18 11:55:42,134 - Train: 74.05% [926400/1251000] [740.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000497] [CE 4.315 (4.005)] [KD 2.338 (2.327)] 2024-10-18 11:55:54,768 - Train: 74.06% [926450/1251000] [740.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000497] [CE 3.805 (3.921)] [KD 2.198 (2.281)] 2024-10-18 11:56:07,206 - Train: 74.06% [926500/1251000] [740.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000496] [CE 3.959 (3.967)] [KD 2.253 (2.269)] 2024-10-18 11:56:19,198 - Train: 74.06% [926550/1251000] [740.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000496] [CE 3.594 (3.959)] [KD 2.123 (2.297)] 2024-10-18 11:56:31,597 - Train: 74.07% [926600/1251000] [740.7/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000496] [CE 4.361 (3.951)] [KD 2.320 (2.258)] 2024-10-18 11:56:43,999 - Train: 74.07% [926650/1251000] [740.7/1000.0] [batch_t 0.325 (0.248)] [data_t 0.009] [optim_t 0.316] [lr 0.000496] [CE 4.016 (4.012)] [KD 2.245 (2.321)] 2024-10-18 11:56:55,865 - Train: 74.08% [926700/1251000] [740.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.000496] [CE 4.357 (4.034)] [KD 2.417 (2.340)] 2024-10-18 11:57:07,954 - Train: 74.08% [926750/1251000] [740.8/1000.0] [batch_t 0.319 (0.242)] [data_t 0.009] [optim_t 0.310] [lr 0.000496] [CE 3.414 (3.941)] [KD 2.138 (2.313)] 2024-10-18 11:57:20,212 - Train: 74.08% [926800/1251000] [740.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000496] [CE 3.944 (4.077)] [KD 2.312 (2.359)] 2024-10-18 11:57:32,398 - Train: 74.09% [926850/1251000] [740.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000495] [CE 3.547 (3.936)] [KD 2.154 (2.311)] 2024-10-18 11:57:44,187 - Train: 74.09% [926900/1251000] [740.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000495] [CE 3.791 (3.996)] [KD 2.391 (2.304)] 2024-10-18 11:57:56,181 - Train: 74.10% [926950/1251000] [741.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000495] [CE 4.104 (3.952)] [KD 2.241 (2.287)] 2024-10-18 11:58:18,657 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40062] [top5_cnt 47576] [top_all 50000] 2024-10-18 11:58:18,657 - net: 80.124 (95.152) 2024-10-18 11:58:31,419 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 40987] [top5_cnt 47992] [top_all 50000] 2024-10-18 11:58:31,419 - net_E: 81.974 (95.984) 2024-10-18 11:58:31,576 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 81.974 (epoch: 741)] 2024-10-18 11:58:31,577 - ==> Total time: 2 days, 20:45:12 Eta: 1 day, 0:01:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 11:58:39,121 - Train: 74.10% [927000/1251000] [741.0/1000.0] [batch_t 0.235 (0.337)] [data_t 0.009] [optim_t 0.226] [lr 0.000495] [CE 4.185 (3.946)] [KD 2.424 (2.278)] 2024-10-18 11:58:51,280 - Train: 74.10% [927050/1251000] [741.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000495] [CE 4.490 (4.004)] [KD 2.548 (2.353)] 2024-10-18 11:59:03,664 - Train: 74.11% [927100/1251000] [741.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000495] [CE 3.863 (3.957)] [KD 2.318 (2.291)] 2024-10-18 11:59:16,037 - Train: 74.11% [927150/1251000] [741.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000495] [CE 4.172 (3.964)] [KD 2.491 (2.290)] 2024-10-18 11:59:27,932 - Train: 74.12% [927200/1251000] [741.2/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000494] [CE 4.179 (3.910)] [KD 2.537 (2.287)] 2024-10-18 11:59:40,004 - Train: 74.12% [927250/1251000] [741.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000494] [CE 3.950 (4.054)] [KD 2.294 (2.347)] 2024-10-18 11:59:52,485 - Train: 74.12% [927300/1251000] [741.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000494] [CE 3.940 (4.008)] [KD 2.234 (2.357)] 2024-10-18 12:00:04,527 - Train: 74.13% [927350/1251000] [741.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000494] [CE 3.935 (3.916)] [KD 2.299 (2.290)] 2024-10-18 12:00:16,621 - Train: 74.13% [927400/1251000] [741.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000494] [CE 3.335 (3.972)] [KD 2.179 (2.327)] 2024-10-18 12:00:28,792 - Train: 74.14% [927450/1251000] [741.4/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000494] [CE 3.693 (3.902)] [KD 2.038 (2.249)] 2024-10-18 12:00:41,085 - Train: 74.14% [927500/1251000] [741.4/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000494] [CE 3.281 (3.943)] [KD 2.062 (2.291)] 2024-10-18 12:00:53,095 - Train: 74.14% [927550/1251000] [741.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000494] [CE 4.055 (3.930)] [KD 2.232 (2.277)] 2024-10-18 12:01:05,075 - Train: 74.15% [927600/1251000] [741.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000493] [CE 3.692 (3.987)] [KD 2.159 (2.317)] 2024-10-18 12:01:17,087 - Train: 74.15% [927650/1251000] [741.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000493] [CE 4.205 (3.982)] [KD 2.381 (2.326)] 2024-10-18 12:01:29,284 - Train: 74.16% [927700/1251000] [741.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000493] [CE 4.113 (4.033)] [KD 2.308 (2.358)] 2024-10-18 12:01:41,411 - Train: 74.16% [927750/1251000] [741.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000493] [CE 4.143 (3.948)] [KD 2.431 (2.307)] 2024-10-18 12:01:53,611 - Train: 74.16% [927800/1251000] [741.6/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000493] [CE 4.023 (3.968)] [KD 2.438 (2.325)] 2024-10-18 12:02:05,622 - Train: 74.17% [927850/1251000] [741.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000493] [CE 4.698 (4.017)] [KD 2.608 (2.357)] 2024-10-18 12:02:17,947 - Train: 74.17% [927900/1251000] [741.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000493] [CE 3.711 (3.959)] [KD 2.073 (2.322)] 2024-10-18 12:02:30,012 - Train: 74.18% [927950/1251000] [741.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000492] [CE 4.051 (3.969)] [KD 2.479 (2.309)] 2024-10-18 12:02:42,000 - Train: 74.18% [928000/1251000] [741.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000492] [CE 4.019 (4.005)] [KD 2.493 (2.302)] 2024-10-18 12:02:54,253 - Train: 74.18% [928050/1251000] [741.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000492] [CE 3.849 (3.917)] [KD 2.069 (2.308)] 2024-10-18 12:03:06,624 - Train: 74.19% [928100/1251000] [741.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000492] [CE 3.227 (3.934)] [KD 1.924 (2.278)] 2024-10-18 12:03:18,914 - Train: 74.19% [928150/1251000] [741.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000492] [CE 4.564 (3.959)] [KD 2.560 (2.328)] 2024-10-18 12:03:30,827 - Train: 74.20% [928200/1251000] [742.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000492] [CE 3.902 (3.923)] [KD 2.169 (2.316)] 2024-10-18 12:03:53,348 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40032] [top5_cnt 47559] [top_all 50000] 2024-10-18 12:03:53,349 - net: 80.064 (95.118) 2024-10-18 12:04:05,818 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41005] [top5_cnt 47974] [top_all 50000] 2024-10-18 12:04:05,819 - net_E: 82.010 (95.948) 2024-10-18 12:04:05,937 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 82.010 (epoch: 742)] 2024-10-18 12:04:05,937 - ==> Total time: 2 days, 20:50:46 Eta: 23:56:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:04:14,331 - Train: 74.20% [928250/1251000] [742.0/1000.0] [batch_t 0.235 (0.355)] [data_t 0.009] [optim_t 0.226] [lr 0.000492] [CE 4.345 (4.232)] [KD 2.559 (2.410)] 2024-10-18 12:04:26,273 - Train: 74.20% [928300/1251000] [742.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000492] [CE 3.810 (3.941)] [KD 2.461 (2.284)] 2024-10-18 12:04:38,628 - Train: 74.21% [928350/1251000] [742.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000491] [CE 4.324 (3.902)] [KD 2.473 (2.272)] 2024-10-18 12:04:50,984 - Train: 74.21% [928400/1251000] [742.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000491] [CE 3.950 (3.904)] [KD 2.195 (2.263)] 2024-10-18 12:05:02,722 - Train: 74.22% [928450/1251000] [742.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000491] [CE 4.371 (4.008)] [KD 2.564 (2.324)] 2024-10-18 12:05:14,568 - Train: 74.22% [928500/1251000] [742.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000491] [CE 4.524 (3.956)] [KD 2.553 (2.306)] 2024-10-18 12:05:26,570 - Train: 74.22% [928550/1251000] [742.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000491] [CE 3.631 (3.860)] [KD 2.033 (2.271)] 2024-10-18 12:05:38,565 - Train: 74.23% [928600/1251000] [742.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000491] [CE 4.190 (4.008)] [KD 2.289 (2.321)] 2024-10-18 12:05:50,585 - Train: 74.23% [928650/1251000] [742.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000491] [CE 3.583 (3.970)] [KD 1.959 (2.302)] 2024-10-18 12:06:02,313 - Train: 74.24% [928700/1251000] [742.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000490] [CE 3.814 (3.970)] [KD 2.259 (2.261)] 2024-10-18 12:06:14,538 - Train: 74.24% [928750/1251000] [742.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000490] [CE 3.613 (4.085)] [KD 2.219 (2.351)] 2024-10-18 12:06:26,528 - Train: 74.24% [928800/1251000] [742.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000490] [CE 4.588 (3.946)] [KD 2.662 (2.285)] 2024-10-18 12:06:38,248 - Train: 74.25% [928850/1251000] [742.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000490] [CE 3.962 (4.004)] [KD 2.110 (2.319)] 2024-10-18 12:06:50,053 - Train: 74.25% [928900/1251000] [742.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000490] [CE 4.022 (3.940)] [KD 2.317 (2.277)] 2024-10-18 12:07:02,184 - Train: 74.26% [928950/1251000] [742.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000490] [CE 3.748 (3.996)] [KD 2.149 (2.296)] 2024-10-18 12:07:14,256 - Train: 74.26% [929000/1251000] [742.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000490] [CE 3.966 (3.987)] [KD 2.354 (2.320)] 2024-10-18 12:07:26,151 - Train: 74.26% [929050/1251000] [742.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000489] [CE 3.879 (3.988)] [KD 2.276 (2.340)] 2024-10-18 12:07:37,821 - Train: 74.27% [929100/1251000] [742.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000489] [CE 3.716 (3.978)] [KD 2.239 (2.303)] 2024-10-18 12:07:49,776 - Train: 74.27% [929150/1251000] [742.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000489] [CE 3.973 (4.035)] [KD 2.315 (2.325)] 2024-10-18 12:08:01,668 - Train: 74.28% [929200/1251000] [742.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000489] [CE 3.285 (3.890)] [KD 1.987 (2.276)] 2024-10-18 12:08:13,383 - Train: 74.28% [929250/1251000] [742.8/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000489] [CE 4.057 (4.054)] [KD 2.453 (2.348)] 2024-10-18 12:08:25,364 - Train: 74.28% [929300/1251000] [742.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000489] [CE 4.268 (3.983)] [KD 2.500 (2.341)] 2024-10-18 12:08:37,386 - Train: 74.29% [929350/1251000] [742.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000489] [CE 4.215 (3.917)] [KD 2.394 (2.283)] 2024-10-18 12:08:49,445 - Train: 74.29% [929400/1251000] [742.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000489] [CE 3.771 (3.896)] [KD 2.272 (2.252)] 2024-10-18 12:09:01,123 - Train: 74.30% [929450/1251000] [743.0/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000488] [CE 4.122 (4.000)] [KD 2.357 (2.321)] 2024-10-18 12:09:23,181 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40136] [top5_cnt 47589] [top_all 50000] 2024-10-18 12:09:23,181 - net: 80.272 (95.178) 2024-10-18 12:09:35,396 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41020] [top5_cnt 47977] [top_all 50000] 2024-10-18 12:09:35,396 - net_E: 82.040 (95.954) 2024-10-18 12:09:35,539 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 82.040 (epoch: 743)] 2024-10-18 12:09:35,539 - ==> Total time: 2 days, 20:56:16 Eta: 23:50:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:09:43,503 - Train: 74.30% [929500/1251000] [743.0/1000.0] [batch_t 0.232 (0.432)] [data_t 0.009] [optim_t 0.224] [lr 0.000488] [CE 3.557 (3.971)] [KD 1.982 (2.274)] 2024-10-18 12:09:55,501 - Train: 74.30% [929550/1251000] [743.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000488] [CE 4.195 (4.047)] [KD 2.563 (2.316)] 2024-10-18 12:10:07,788 - Train: 74.31% [929600/1251000] [743.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000488] [CE 4.081 (3.929)] [KD 2.430 (2.296)] 2024-10-18 12:10:20,130 - Train: 74.31% [929650/1251000] [743.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000488] [CE 4.109 (3.983)] [KD 2.389 (2.309)] 2024-10-18 12:10:31,899 - Train: 74.32% [929700/1251000] [743.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000488] [CE 3.856 (3.920)] [KD 2.307 (2.292)] 2024-10-18 12:10:43,631 - Train: 74.32% [929750/1251000] [743.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000488] [CE 3.824 (3.926)] [KD 2.183 (2.294)] 2024-10-18 12:10:55,491 - Train: 74.32% [929800/1251000] [743.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000487] [CE 3.953 (3.983)] [KD 2.206 (2.312)] 2024-10-18 12:11:07,412 - Train: 74.33% [929850/1251000] [743.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000487] [CE 3.882 (3.953)] [KD 2.354 (2.308)] 2024-10-18 12:11:19,512 - Train: 74.33% [929900/1251000] [743.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000487] [CE 3.826 (3.929)] [KD 2.160 (2.315)] 2024-10-18 12:11:31,545 - Train: 74.34% [929950/1251000] [743.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000487] [CE 3.522 (3.970)] [KD 1.879 (2.297)] 2024-10-18 12:11:43,671 - Train: 74.34% [930000/1251000] [743.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000487] [CE 4.590 (3.908)] [KD 2.837 (2.255)] 2024-10-18 12:11:55,589 - Train: 74.34% [930050/1251000] [743.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000487] [CE 4.401 (3.900)] [KD 2.467 (2.237)] 2024-10-18 12:12:07,329 - Train: 74.35% [930100/1251000] [743.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000487] [CE 4.047 (3.927)] [KD 2.289 (2.248)] 2024-10-18 12:12:19,009 - Train: 74.35% [930150/1251000] [743.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000487] [CE 4.131 (3.986)] [KD 2.296 (2.286)] 2024-10-18 12:12:31,180 - Train: 74.36% [930200/1251000] [743.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000486] [CE 3.978 (3.946)] [KD 2.323 (2.296)] 2024-10-18 12:12:43,199 - Train: 74.36% [930250/1251000] [743.6/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000486] [CE 3.824 (3.977)] [KD 2.217 (2.295)] 2024-10-18 12:12:55,215 - Train: 74.36% [930300/1251000] [743.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000486] [CE 4.050 (3.972)] [KD 2.399 (2.339)] 2024-10-18 12:13:07,040 - Train: 74.37% [930350/1251000] [743.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000486] [CE 3.728 (3.960)] [KD 2.201 (2.298)] 2024-10-18 12:13:18,943 - Train: 74.37% [930400/1251000] [743.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000486] [CE 3.601 (4.020)] [KD 2.237 (2.331)] 2024-10-18 12:13:31,018 - Train: 74.38% [930450/1251000] [743.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000486] [CE 4.300 (4.026)] [KD 2.429 (2.324)] 2024-10-18 12:13:42,862 - Train: 74.38% [930500/1251000] [743.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000486] [CE 4.329 (3.979)] [KD 2.534 (2.292)] 2024-10-18 12:13:54,722 - Train: 74.38% [930550/1251000] [743.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000485] [CE 3.668 (3.974)] [KD 2.200 (2.286)] 2024-10-18 12:14:06,911 - Train: 74.39% [930600/1251000] [743.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000485] [CE 3.589 (3.940)] [KD 2.121 (2.256)] 2024-10-18 12:14:19,009 - Train: 74.39% [930650/1251000] [743.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000485] [CE 4.102 (3.918)] [KD 2.323 (2.261)] 2024-10-18 12:14:30,855 - Train: 74.40% [930700/1251000] [744.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000485] [CE 4.274 (3.972)] [KD 2.490 (2.299)] 2024-10-18 12:14:53,660 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40139] [top5_cnt 47562] [top_all 50000] 2024-10-18 12:14:53,660 - net: 80.278 (95.124) 2024-10-18 12:15:05,663 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 41030] [top5_cnt 47975] [top_all 50000] 2024-10-18 12:15:05,664 - net_E: 82.060 (95.950) 2024-10-18 12:15:05,790 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 82.060 (epoch: 744)] 2024-10-18 12:15:05,790 - ==> Total time: 2 days, 21:01:46 Eta: 23:45:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:15:12,864 - Train: 74.40% [930750/1251000] [744.0/1000.0] [batch_t 0.238 (0.435)] [data_t 0.009] [optim_t 0.229] [lr 0.000485] [CE 4.393 (3.929)] [KD 2.469 (2.238)] 2024-10-18 12:15:24,768 - Train: 74.40% [930800/1251000] [744.0/1000.0] [batch_t 0.406 (0.238)] [data_t 0.009] [optim_t 0.397] [lr 0.000485] [CE 3.972 (3.928)] [KD 2.237 (2.274)] 2024-10-18 12:15:36,929 - Train: 74.41% [930850/1251000] [744.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000485] [CE 3.877 (3.986)] [KD 2.252 (2.306)] 2024-10-18 12:15:49,266 - Train: 74.41% [930900/1251000] [744.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000485] [CE 3.580 (3.933)] [KD 2.041 (2.292)] 2024-10-18 12:16:01,042 - Train: 74.42% [930950/1251000] [744.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000484] [CE 4.228 (3.966)] [KD 2.465 (2.348)] 2024-10-18 12:16:12,808 - Train: 74.42% [931000/1251000] [744.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000484] [CE 3.850 (3.952)] [KD 2.141 (2.282)] 2024-10-18 12:16:24,949 - Train: 74.42% [931050/1251000] [744.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000484] [CE 3.871 (3.929)] [KD 2.241 (2.274)] 2024-10-18 12:16:37,196 - Train: 74.43% [931100/1251000] [744.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000484] [CE 4.191 (3.969)] [KD 2.317 (2.274)] 2024-10-18 12:16:49,033 - Train: 74.43% [931150/1251000] [744.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000484] [CE 4.119 (3.978)] [KD 2.452 (2.294)] 2024-10-18 12:17:00,885 - Train: 74.44% [931200/1251000] [744.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000484] [CE 4.213 (3.953)] [KD 2.540 (2.265)] 2024-10-18 12:17:13,079 - Train: 74.44% [931250/1251000] [744.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000484] [CE 4.016 (4.005)] [KD 2.413 (2.322)] 2024-10-18 12:17:25,115 - Train: 74.44% [931300/1251000] [744.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000483] [CE 3.946 (3.978)] [KD 2.351 (2.323)] 2024-10-18 12:17:36,995 - Train: 74.45% [931350/1251000] [744.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000483] [CE 3.785 (3.976)] [KD 2.259 (2.286)] 2024-10-18 12:17:48,879 - Train: 74.45% [931400/1251000] [744.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000483] [CE 3.815 (3.917)] [KD 2.278 (2.280)] 2024-10-18 12:18:00,878 - Train: 74.46% [931450/1251000] [744.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000483] [CE 3.735 (3.913)] [KD 2.110 (2.251)] 2024-10-18 12:18:13,004 - Train: 74.46% [931500/1251000] [744.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000483] [CE 3.862 (3.967)] [KD 2.448 (2.269)] 2024-10-18 12:18:24,919 - Train: 74.46% [931550/1251000] [744.6/1000.0] [batch_t 0.316 (0.238)] [data_t 0.009] [optim_t 0.308] [lr 0.000483] [CE 4.179 (4.006)] [KD 2.311 (2.305)] 2024-10-18 12:18:37,073 - Train: 74.47% [931600/1251000] [744.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000483] [CE 3.823 (3.976)] [KD 2.316 (2.309)] 2024-10-18 12:18:49,358 - Train: 74.47% [931650/1251000] [744.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000482] [CE 3.841 (3.933)] [KD 2.389 (2.273)] 2024-10-18 12:19:01,323 - Train: 74.48% [931700/1251000] [744.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000482] [CE 4.133 (3.949)] [KD 2.468 (2.304)] 2024-10-18 12:19:13,380 - Train: 74.48% [931750/1251000] [744.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000482] [CE 4.303 (4.058)] [KD 2.510 (2.340)] 2024-10-18 12:19:25,543 - Train: 74.48% [931800/1251000] [744.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000482] [CE 3.873 (3.977)] [KD 2.371 (2.335)] 2024-10-18 12:19:37,542 - Train: 74.49% [931850/1251000] [744.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000482] [CE 3.989 (3.998)] [KD 2.293 (2.327)] 2024-10-18 12:19:49,634 - Train: 74.49% [931900/1251000] [744.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000482] [CE 3.551 (3.916)] [KD 2.125 (2.288)] 2024-10-18 12:20:01,463 - Train: 74.50% [931950/1251000] [745.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000482] [CE 4.002 (4.056)] [KD 2.298 (2.343)] 2024-10-18 12:20:24,220 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 40086] [top5_cnt 47584] [top_all 50000] 2024-10-18 12:20:24,221 - net: 80.172 (95.168) 2024-10-18 12:20:36,315 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41033] [top5_cnt 47973] [top_all 50000] 2024-10-18 12:20:36,315 - net_E: 82.066 (95.946) 2024-10-18 12:20:36,439 - Max [top1: 80.282 (epoch: 733)] [top1-ema: 82.066 (epoch: 745)] 2024-10-18 12:20:36,439 - ==> Total time: 2 days, 21:07:17 Eta: 23:39:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:20:45,079 - Train: 74.50% [932000/1251000] [745.0/1000.0] [batch_t 0.231 (0.437)] [data_t 0.009] [optim_t 0.222] [lr 0.000482] [CE 3.879 (3.897)] [KD 2.304 (2.310)] 2024-10-18 12:20:57,208 - Train: 74.50% [932050/1251000] [745.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000481] [CE 4.315 (3.929)] [KD 2.553 (2.271)] 2024-10-18 12:21:09,538 - Train: 74.51% [932100/1251000] [745.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000481] [CE 3.412 (3.938)] [KD 1.947 (2.281)] 2024-10-18 12:21:21,834 - Train: 74.51% [932150/1251000] [745.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000481] [CE 4.040 (3.900)] [KD 2.311 (2.254)] 2024-10-18 12:21:33,674 - Train: 74.52% [932200/1251000] [745.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000481] [CE 3.994 (3.957)] [KD 2.318 (2.261)] 2024-10-18 12:21:45,692 - Train: 74.52% [932250/1251000] [745.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000481] [CE 3.569 (3.951)] [KD 2.098 (2.255)] 2024-10-18 12:21:57,730 - Train: 74.52% [932300/1251000] [745.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000481] [CE 4.151 (3.908)] [KD 2.422 (2.301)] 2024-10-18 12:22:09,941 - Train: 74.53% [932350/1251000] [745.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000481] [CE 4.024 (3.934)] [KD 2.446 (2.256)] 2024-10-18 12:22:22,043 - Train: 74.53% [932400/1251000] [745.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000480] [CE 3.872 (3.970)] [KD 2.109 (2.289)] 2024-10-18 12:22:34,293 - Train: 74.54% [932450/1251000] [745.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000480] [CE 4.250 (3.878)] [KD 2.531 (2.243)] 2024-10-18 12:22:46,339 - Train: 74.54% [932500/1251000] [745.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000480] [CE 3.986 (3.988)] [KD 2.309 (2.302)] 2024-10-18 12:22:58,436 - Train: 74.54% [932550/1251000] [745.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000480] [CE 3.924 (3.906)] [KD 2.335 (2.262)] 2024-10-18 12:23:10,537 - Train: 74.55% [932600/1251000] [745.5/1000.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.000480] [CE 4.185 (3.971)] [KD 2.551 (2.317)] 2024-10-18 12:23:22,749 - Train: 74.55% [932650/1251000] [745.5/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.000480] [CE 3.852 (3.944)] [KD 2.193 (2.321)] 2024-10-18 12:23:34,935 - Train: 74.56% [932700/1251000] [745.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000480] [CE 4.415 (3.993)] [KD 2.601 (2.312)] 2024-10-18 12:23:47,573 - Train: 74.56% [932750/1251000] [745.6/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.000480] [CE 3.691 (3.944)] [KD 2.374 (2.294)] 2024-10-18 12:23:59,758 - Train: 74.56% [932800/1251000] [745.6/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.000479] [CE 4.232 (3.954)] [KD 2.392 (2.283)] 2024-10-18 12:24:11,932 - Train: 74.57% [932850/1251000] [745.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000479] [CE 4.021 (3.980)] [KD 2.163 (2.302)] 2024-10-18 12:24:23,961 - Train: 74.57% [932900/1251000] [745.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000479] [CE 3.556 (3.976)] [KD 2.093 (2.308)] 2024-10-18 12:24:36,306 - Train: 74.58% [932950/1251000] [745.8/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000479] [CE 3.801 (3.955)] [KD 2.202 (2.296)] 2024-10-18 12:24:48,382 - Train: 74.58% [933000/1251000] [745.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000479] [CE 4.319 (3.933)] [KD 2.442 (2.279)] 2024-10-18 12:25:00,779 - Train: 74.58% [933050/1251000] [745.8/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000479] [CE 4.065 (3.956)] [KD 2.224 (2.276)] 2024-10-18 12:25:13,245 - Train: 74.59% [933100/1251000] [745.9/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000479] [CE 4.051 (3.920)] [KD 2.316 (2.305)] 2024-10-18 12:25:25,590 - Train: 74.59% [933150/1251000] [745.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000478] [CE 3.818 (3.968)] [KD 2.123 (2.288)] 2024-10-18 12:25:37,644 - Train: 74.60% [933200/1251000] [746.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000478] [CE 3.531 (3.890)] [KD 2.142 (2.253)] 2024-10-18 12:26:01,001 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40191] [top5_cnt 47578] [top_all 50000] 2024-10-18 12:26:01,002 - net: 80.382 (95.156) 2024-10-18 12:26:13,331 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41042] [top5_cnt 47985] [top_all 50000] 2024-10-18 12:26:13,332 - net_E: 82.084 (95.970) 2024-10-18 12:26:13,499 - Max [top1: 80.382 (epoch: 746)] [top1-ema: 82.084 (epoch: 746)] 2024-10-18 12:26:13,499 - ==> Total time: 2 days, 21:12:54 Eta: 23:33:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:26:21,021 - Train: 74.60% [933250/1251000] [746.0/1000.0] [batch_t 0.234 (0.471)] [data_t 0.009] [optim_t 0.225] [lr 0.000478] [CE 3.862 (3.698)] [KD 2.161 (2.127)] 2024-10-18 12:26:33,428 - Train: 74.60% [933300/1251000] [746.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000478] [CE 3.597 (3.929)] [KD 2.032 (2.259)] 2024-10-18 12:26:45,729 - Train: 74.61% [933350/1251000] [746.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000478] [CE 3.224 (3.937)] [KD 2.010 (2.250)] 2024-10-18 12:26:57,497 - Train: 74.61% [933400/1251000] [746.1/1000.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.000478] [CE 4.281 (3.992)] [KD 2.296 (2.300)] 2024-10-18 12:27:09,225 - Train: 74.62% [933450/1251000] [746.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000478] [CE 4.040 (3.911)] [KD 2.298 (2.241)] 2024-10-18 12:27:21,025 - Train: 74.62% [933500/1251000] [746.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000478] [CE 3.870 (3.952)] [KD 2.373 (2.291)] 2024-10-18 12:27:33,372 - Train: 74.62% [933550/1251000] [746.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000477] [CE 3.636 (3.970)] [KD 2.122 (2.266)] 2024-10-18 12:27:45,263 - Train: 74.63% [933600/1251000] [746.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000477] [CE 3.637 (3.953)] [KD 2.123 (2.290)] 2024-10-18 12:27:57,353 - Train: 74.63% [933650/1251000] [746.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000477] [CE 4.451 (4.022)] [KD 2.426 (2.319)] 2024-10-18 12:28:09,111 - Train: 74.64% [933700/1251000] [746.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000477] [CE 3.804 (3.947)] [KD 2.337 (2.288)] 2024-10-18 12:28:21,446 - Train: 74.64% [933750/1251000] [746.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000477] [CE 4.406 (3.975)] [KD 2.517 (2.276)] 2024-10-18 12:28:33,293 - Train: 74.64% [933800/1251000] [746.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000477] [CE 3.845 (3.942)] [KD 2.080 (2.281)] 2024-10-18 12:28:45,382 - Train: 74.65% [933850/1251000] [746.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000477] [CE 4.268 (4.068)] [KD 2.428 (2.333)] 2024-10-18 12:28:57,291 - Train: 74.65% [933900/1251000] [746.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000476] [CE 3.635 (3.918)] [KD 2.156 (2.264)] 2024-10-18 12:29:10,011 - Train: 74.66% [933950/1251000] [746.6/1000.0] [batch_t 0.360 (0.254)] [data_t 0.009] [optim_t 0.351] [lr 0.000476] [CE 3.969 (3.867)] [KD 2.257 (2.282)] 2024-10-18 12:29:21,714 - Train: 74.66% [934000/1251000] [746.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000476] [CE 4.219 (3.950)] [KD 2.254 (2.294)] 2024-10-18 12:29:33,395 - Train: 74.66% [934050/1251000] [746.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000476] [CE 4.302 (4.054)] [KD 2.304 (2.342)] 2024-10-18 12:29:45,336 - Train: 74.67% [934100/1251000] [746.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000476] [CE 3.798 (3.965)] [KD 1.970 (2.303)] 2024-10-18 12:29:57,520 - Train: 74.67% [934150/1251000] [746.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000476] [CE 4.188 (3.928)] [KD 2.502 (2.275)] 2024-10-18 12:30:09,437 - Train: 74.68% [934200/1251000] [746.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000476] [CE 4.325 (3.966)] [KD 2.466 (2.313)] 2024-10-18 12:30:21,274 - Train: 74.68% [934250/1251000] [746.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000476] [CE 4.036 (3.931)] [KD 2.360 (2.271)] 2024-10-18 12:30:33,332 - Train: 74.68% [934300/1251000] [746.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000475] [CE 4.113 (4.020)] [KD 2.423 (2.308)] 2024-10-18 12:30:45,446 - Train: 74.69% [934350/1251000] [746.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000475] [CE 3.150 (3.976)] [KD 1.812 (2.284)] 2024-10-18 12:30:57,515 - Train: 74.69% [934400/1251000] [746.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000475] [CE 4.025 (4.063)] [KD 2.220 (2.314)] 2024-10-18 12:31:09,500 - Train: 74.70% [934450/1251000] [747.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000475] [CE 3.773 (3.936)] [KD 2.160 (2.248)] 2024-10-18 12:31:32,658 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39971] [top5_cnt 47529] [top_all 50000] 2024-10-18 12:31:32,659 - net: 79.942 (95.058) 2024-10-18 12:31:44,597 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41036] [top5_cnt 47994] [top_all 50000] 2024-10-18 12:31:44,597 - net_E: 82.072 (95.988) 2024-10-18 12:31:44,738 - Max [top1: 80.382 (epoch: 746)] [top1-ema: 82.084 (epoch: 746)] 2024-10-18 12:31:44,738 - ==> Total time: 2 days, 21:18:25 Eta: 23:28:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:31:49,576 - Train: 74.70% [934500/1251000] [747.0/1000.0] [batch_t 0.239 (1.151)] [data_t 0.009] [optim_t 0.230] [lr 0.000475] [CE 3.406 (3.714)] [KD 1.933 (2.156)] 2024-10-18 12:32:01,950 - Train: 74.70% [934550/1251000] [747.0/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000475] [CE 3.633 (3.974)] [KD 2.067 (2.297)] 2024-10-18 12:32:13,986 - Train: 74.71% [934600/1251000] [747.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000475] [CE 3.545 (3.946)] [KD 1.959 (2.264)] 2024-10-18 12:32:26,064 - Train: 74.71% [934650/1251000] [747.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000474] [CE 4.128 (3.974)] [KD 2.381 (2.267)] 2024-10-18 12:32:37,847 - Train: 74.72% [934700/1251000] [747.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000474] [CE 4.235 (3.926)] [KD 2.305 (2.262)] 2024-10-18 12:32:49,813 - Train: 74.72% [934750/1251000] [747.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000474] [CE 4.109 (4.005)] [KD 2.427 (2.297)] 2024-10-18 12:33:01,491 - Train: 74.72% [934800/1251000] [747.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000474] [CE 3.969 (3.998)] [KD 2.319 (2.308)] 2024-10-18 12:33:13,457 - Train: 74.73% [934850/1251000] [747.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000474] [CE 3.745 (3.966)] [KD 2.118 (2.266)] 2024-10-18 12:33:25,389 - Train: 74.73% [934900/1251000] [747.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000474] [CE 3.956 (3.960)] [KD 2.285 (2.285)] 2024-10-18 12:33:37,634 - Train: 74.74% [934950/1251000] [747.4/1000.0] [batch_t 0.366 (0.245)] [data_t 0.009] [optim_t 0.357] [lr 0.000474] [CE 4.095 (3.922)] [KD 2.326 (2.270)] 2024-10-18 12:33:49,374 - Train: 74.74% [935000/1251000] [747.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000474] [CE 4.254 (3.976)] [KD 2.359 (2.277)] 2024-10-18 12:34:01,656 - Train: 74.74% [935050/1251000] [747.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000473] [CE 4.174 (4.006)] [KD 2.580 (2.303)] 2024-10-18 12:34:13,750 - Train: 74.75% [935100/1251000] [747.5/1000.0] [batch_t 0.268 (0.242)] [data_t 0.009] [optim_t 0.259] [lr 0.000473] [CE 3.683 (3.964)] [KD 2.241 (2.280)] 2024-10-18 12:34:25,919 - Train: 74.75% [935150/1251000] [747.5/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.000473] [CE 3.792 (3.973)] [KD 2.085 (2.285)] 2024-10-18 12:34:38,248 - Train: 74.76% [935200/1251000] [747.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000473] [CE 3.705 (4.014)] [KD 2.048 (2.314)] 2024-10-18 12:34:50,732 - Train: 74.76% [935250/1251000] [747.6/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000473] [CE 3.830 (3.974)] [KD 2.155 (2.306)] 2024-10-18 12:35:02,992 - Train: 74.76% [935300/1251000] [747.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000473] [CE 3.732 (4.025)] [KD 2.238 (2.318)] 2024-10-18 12:35:15,182 - Train: 74.77% [935350/1251000] [747.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000473] [CE 3.755 (3.957)] [KD 2.251 (2.299)] 2024-10-18 12:35:27,047 - Train: 74.77% [935400/1251000] [747.7/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000472] [CE 4.113 (3.932)] [KD 2.295 (2.287)] 2024-10-18 12:35:39,342 - Train: 74.78% [935450/1251000] [747.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000472] [CE 4.062 (3.916)] [KD 2.250 (2.271)] 2024-10-18 12:35:51,295 - Train: 74.78% [935500/1251000] [747.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000472] [CE 3.674 (3.917)] [KD 2.274 (2.258)] 2024-10-18 12:36:03,638 - Train: 74.78% [935550/1251000] [747.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000472] [CE 4.065 (4.035)] [KD 2.387 (2.341)] 2024-10-18 12:36:15,775 - Train: 74.79% [935600/1251000] [747.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000472] [CE 4.024 (4.006)] [KD 2.355 (2.334)] 2024-10-18 12:36:28,153 - Train: 74.79% [935650/1251000] [747.9/1000.0] [batch_t 0.389 (0.247)] [data_t 0.009] [optim_t 0.380] [lr 0.000472] [CE 4.388 (4.028)] [KD 2.510 (2.297)] 2024-10-18 12:36:40,415 - Train: 74.80% [935700/1251000] [748.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000472] [CE 3.411 (3.957)] [KD 1.992 (2.285)] 2024-10-18 12:37:04,185 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40126] [top5_cnt 47564] [top_all 50000] 2024-10-18 12:37:04,186 - net: 80.252 (95.128) 2024-10-18 12:37:16,409 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41018] [top5_cnt 47999] [top_all 50000] 2024-10-18 12:37:16,409 - net_E: 82.036 (95.998) 2024-10-18 12:37:16,557 - Max [top1: 80.382 (epoch: 746)] [top1-ema: 82.084 (epoch: 746)] 2024-10-18 12:37:16,557 - ==> Total time: 2 days, 21:23:57 Eta: 23:22:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:37:20,845 - Train: 74.80% [935750/1251000] [748.0/1000.0] [batch_t 0.247 (1.429)] [data_t 0.009] [optim_t 0.238] [lr 0.000472] [CE 4.061 (4.227)] [KD 2.126 (2.320)] 2024-10-18 12:37:32,815 - Train: 74.80% [935800/1251000] [748.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000471] [CE 4.093 (3.930)] [KD 2.422 (2.229)] 2024-10-18 12:37:45,319 - Train: 74.81% [935850/1251000] [748.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000471] [CE 3.954 (3.963)] [KD 2.295 (2.253)] 2024-10-18 12:37:57,442 - Train: 74.81% [935900/1251000] [748.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000471] [CE 3.939 (3.940)] [KD 2.206 (2.250)] 2024-10-18 12:38:09,181 - Train: 74.82% [935950/1251000] [748.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000471] [CE 3.710 (3.936)] [KD 2.156 (2.250)] 2024-10-18 12:38:20,971 - Train: 74.82% [936000/1251000] [748.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000471] [CE 4.044 (3.920)] [KD 2.364 (2.248)] 2024-10-18 12:38:33,059 - Train: 74.82% [936050/1251000] [748.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000471] [CE 3.847 (4.013)] [KD 2.178 (2.307)] 2024-10-18 12:38:45,091 - Train: 74.83% [936100/1251000] [748.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000471] [CE 4.131 (3.955)] [KD 2.229 (2.299)] 2024-10-18 12:38:57,038 - Train: 74.83% [936150/1251000] [748.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000471] [CE 4.311 (3.966)] [KD 2.454 (2.287)] 2024-10-18 12:39:09,057 - Train: 74.84% [936200/1251000] [748.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000470] [CE 3.471 (3.997)] [KD 2.018 (2.291)] 2024-10-18 12:39:21,055 - Train: 74.84% [936250/1251000] [748.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000470] [CE 4.031 (3.979)] [KD 2.205 (2.291)] 2024-10-18 12:39:32,983 - Train: 74.84% [936300/1251000] [748.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000470] [CE 3.893 (3.946)] [KD 2.133 (2.248)] 2024-10-18 12:39:44,699 - Train: 74.85% [936350/1251000] [748.5/1000.0] [batch_t 0.248 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.000470] [CE 4.376 (3.929)] [KD 2.490 (2.256)] 2024-10-18 12:39:56,919 - Train: 74.85% [936400/1251000] [748.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000470] [CE 3.483 (3.890)] [KD 2.148 (2.260)] 2024-10-18 12:40:09,168 - Train: 74.86% [936450/1251000] [748.6/1000.0] [batch_t 0.316 (0.245)] [data_t 0.009] [optim_t 0.307] [lr 0.000470] [CE 4.044 (3.968)] [KD 2.279 (2.255)] 2024-10-18 12:40:21,092 - Train: 74.86% [936500/1251000] [748.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000470] [CE 3.961 (3.969)] [KD 2.384 (2.296)] 2024-10-18 12:40:32,929 - Train: 74.86% [936550/1251000] [748.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000469] [CE 3.780 (3.956)] [KD 2.318 (2.282)] 2024-10-18 12:40:44,989 - Train: 74.87% [936600/1251000] [748.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000469] [CE 4.255 (4.003)] [KD 2.634 (2.299)] 2024-10-18 12:40:57,219 - Train: 74.87% [936650/1251000] [748.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000469] [CE 4.214 (4.019)] [KD 2.268 (2.316)] 2024-10-18 12:41:09,260 - Train: 74.88% [936700/1251000] [748.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000469] [CE 4.712 (3.974)] [KD 2.620 (2.291)] 2024-10-18 12:41:21,099 - Train: 74.88% [936750/1251000] [748.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000469] [CE 4.402 (4.022)] [KD 2.524 (2.324)] 2024-10-18 12:41:32,874 - Train: 74.88% [936800/1251000] [748.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000469] [CE 3.946 (3.891)] [KD 2.283 (2.267)] 2024-10-18 12:41:45,134 - Train: 74.89% [936850/1251000] [748.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000469] [CE 3.619 (3.958)] [KD 2.175 (2.286)] 2024-10-18 12:41:56,998 - Train: 74.89% [936900/1251000] [748.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000469] [CE 3.742 (3.961)] [KD 2.200 (2.286)] 2024-10-18 12:42:08,745 - Train: 74.90% [936950/1251000] [749.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000468] [CE 3.893 (3.979)] [KD 2.208 (2.287)] 2024-10-18 12:42:32,500 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40156] [top5_cnt 47622] [top_all 50000] 2024-10-18 12:42:32,500 - net: 80.312 (95.244) 2024-10-18 12:42:45,092 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 41036] [top5_cnt 48009] [top_all 50000] 2024-10-18 12:42:45,092 - net_E: 82.072 (96.018) 2024-10-18 12:42:45,236 - Max [top1: 80.382 (epoch: 746)] [top1-ema: 82.084 (epoch: 746)] 2024-10-18 12:42:45,236 - ==> Total time: 2 days, 21:29:25 Eta: 23:17:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:42:48,832 - Train: 74.90% [937000/1251000] [749.0/1000.0] [batch_t 2.334 (2.334)] [data_t 1.238] [optim_t 1.096] [lr 0.000468] [CE 3.992 (3.992)] [KD 2.267 (2.267)] 2024-10-18 12:43:01,151 - Train: 74.90% [937050/1251000] [749.0/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000468] [CE 3.701 (3.936)] [KD 2.067 (2.252)] 2024-10-18 12:43:13,181 - Train: 74.91% [937100/1251000] [749.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000468] [CE 4.049 (3.991)] [KD 2.386 (2.274)] 2024-10-18 12:43:25,089 - Train: 74.91% [937150/1251000] [749.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000468] [CE 4.418 (3.976)] [KD 2.549 (2.309)] 2024-10-18 12:43:37,153 - Train: 74.92% [937200/1251000] [749.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000468] [CE 4.296 (3.944)] [KD 2.427 (2.271)] 2024-10-18 12:43:48,855 - Train: 74.92% [937250/1251000] [749.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000468] [CE 3.709 (3.989)] [KD 2.097 (2.285)] 2024-10-18 12:44:01,140 - Train: 74.92% [937300/1251000] [749.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000467] [CE 4.417 (3.942)] [KD 2.425 (2.277)] 2024-10-18 12:44:13,212 - Train: 74.93% [937350/1251000] [749.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000467] [CE 4.137 (4.004)] [KD 2.342 (2.289)] 2024-10-18 12:44:25,369 - Train: 74.93% [937400/1251000] [749.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000467] [CE 3.878 (3.932)] [KD 2.281 (2.266)] 2024-10-18 12:44:37,320 - Train: 74.94% [937450/1251000] [749.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000467] [CE 3.626 (4.006)] [KD 2.143 (2.278)] 2024-10-18 12:44:49,578 - Train: 74.94% [937500/1251000] [749.4/1000.0] [batch_t 0.288 (0.245)] [data_t 0.009] [optim_t 0.280] [lr 0.000467] [CE 3.427 (3.964)] [KD 2.173 (2.277)] 2024-10-18 12:45:01,546 - Train: 74.94% [937550/1251000] [749.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000467] [CE 3.871 (3.919)] [KD 2.132 (2.248)] 2024-10-18 12:45:13,522 - Train: 74.95% [937600/1251000] [749.5/1000.0] [batch_t 0.256 (0.239)] [data_t 0.009] [optim_t 0.247] [lr 0.000467] [CE 3.924 (3.986)] [KD 2.250 (2.305)] 2024-10-18 12:45:25,614 - Train: 74.95% [937650/1251000] [749.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000467] [CE 3.498 (3.877)] [KD 1.998 (2.235)] 2024-10-18 12:45:37,682 - Train: 74.96% [937700/1251000] [749.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000466] [CE 4.139 (3.922)] [KD 2.423 (2.254)] 2024-10-18 12:45:49,934 - Train: 74.96% [937750/1251000] [749.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000466] [CE 3.855 (3.919)] [KD 2.349 (2.251)] 2024-10-18 12:46:01,890 - Train: 74.96% [937800/1251000] [749.6/1000.0] [batch_t 0.270 (0.239)] [data_t 0.009] [optim_t 0.261] [lr 0.000466] [CE 3.988 (3.916)] [KD 2.366 (2.258)] 2024-10-18 12:46:14,008 - Train: 74.97% [937850/1251000] [749.7/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000466] [CE 4.166 (3.948)] [KD 2.158 (2.273)] 2024-10-18 12:46:26,213 - Train: 74.97% [937900/1251000] [749.7/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000466] [CE 3.275 (3.888)] [KD 2.068 (2.256)] 2024-10-18 12:46:38,187 - Train: 74.98% [937950/1251000] [749.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000466] [CE 4.348 (4.014)] [KD 2.594 (2.315)] 2024-10-18 12:46:50,417 - Train: 74.98% [938000/1251000] [749.8/1000.0] [batch_t 0.283 (0.244)] [data_t 0.009] [optim_t 0.274] [lr 0.000466] [CE 3.682 (3.946)] [KD 2.045 (2.246)] 2024-10-18 12:47:02,862 - Train: 74.98% [938050/1251000] [749.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000465] [CE 4.495 (3.950)] [KD 2.603 (2.269)] 2024-10-18 12:47:15,030 - Train: 74.99% [938100/1251000] [749.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000465] [CE 3.538 (3.921)] [KD 2.009 (2.235)] 2024-10-18 12:47:27,035 - Train: 74.99% [938150/1251000] [749.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000465] [CE 3.999 (3.953)] [KD 2.276 (2.249)] 2024-10-18 12:47:38,895 - Train: 75.00% [938200/1251000] [750.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000465] [CE 4.334 (3.985)] [KD 2.531 (2.309)] 2024-10-18 12:47:50,946 - Train: 75.00% [938250/1251000] [750.0/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000465] [CE 3.724 (3.921)] [KD 2.061 (2.270)] 2024-10-18 12:48:03,381 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40082] [top5_cnt 47578] [top_all 50000] 2024-10-18 12:48:03,382 - net: 80.164 (95.156) 2024-10-18 12:48:15,483 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41036] [top5_cnt 48001] [top_all 50000] 2024-10-18 12:48:15,484 - net_E: 82.072 (96.002) 2024-10-18 12:48:15,660 - Max [top1: 80.382 (epoch: 746)] [top1-ema: 82.084 (epoch: 746)] 2024-10-18 12:48:15,660 - ==> Total time: 2 days, 21:34:56 Eta: 23:11:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:48:33,002 - Train: 75.00% [938300/1251000] [750.0/1000.0] [batch_t 0.233 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.000465] [CE 4.242 (3.954)] [KD 2.601 (2.295)] 2024-10-18 12:48:45,491 - Train: 75.01% [938350/1251000] [750.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000465] [CE 4.184 (3.903)] [KD 2.242 (2.269)] 2024-10-18 12:48:57,544 - Train: 75.01% [938400/1251000] [750.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000465] [CE 3.411 (4.013)] [KD 2.112 (2.332)] 2024-10-18 12:49:09,626 - Train: 75.02% [938450/1251000] [750.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000464] [CE 3.489 (3.928)] [KD 2.111 (2.268)] 2024-10-18 12:49:21,892 - Train: 75.02% [938500/1251000] [750.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000464] [CE 3.747 (3.977)] [KD 2.173 (2.242)] 2024-10-18 12:49:34,079 - Train: 75.02% [938550/1251000] [750.2/1000.0] [batch_t 0.269 (0.244)] [data_t 0.009] [optim_t 0.260] [lr 0.000464] [CE 4.150 (3.929)] [KD 2.484 (2.232)] 2024-10-18 12:49:46,394 - Train: 75.03% [938600/1251000] [750.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000464] [CE 3.725 (3.913)] [KD 2.218 (2.219)] 2024-10-18 12:49:58,439 - Train: 75.03% [938650/1251000] [750.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000464] [CE 3.946 (3.946)] [KD 2.383 (2.275)] 2024-10-18 12:50:10,578 - Train: 75.04% [938700/1251000] [750.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000464] [CE 4.135 (3.963)] [KD 2.380 (2.252)] 2024-10-18 12:50:22,553 - Train: 75.04% [938750/1251000] [750.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000464] [CE 4.393 (3.948)] [KD 2.299 (2.260)] 2024-10-18 12:50:34,700 - Train: 75.04% [938800/1251000] [750.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000463] [CE 3.854 (3.885)] [KD 2.194 (2.214)] 2024-10-18 12:50:46,530 - Train: 75.05% [938850/1251000] [750.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000463] [CE 3.657 (3.945)] [KD 2.327 (2.263)] 2024-10-18 12:50:58,493 - Train: 75.05% [938900/1251000] [750.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000463] [CE 4.494 (3.877)] [KD 2.402 (2.221)] 2024-10-18 12:51:10,588 - Train: 75.06% [938950/1251000] [750.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000463] [CE 4.403 (3.951)] [KD 2.488 (2.252)] 2024-10-18 12:51:22,959 - Train: 75.06% [939000/1251000] [750.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000463] [CE 3.913 (3.956)] [KD 2.274 (2.283)] 2024-10-18 12:51:34,998 - Train: 75.06% [939050/1251000] [750.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000463] [CE 3.830 (3.973)] [KD 2.210 (2.285)] 2024-10-18 12:51:47,381 - Train: 75.07% [939100/1251000] [750.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000463] [CE 3.929 (3.986)] [KD 2.173 (2.285)] 2024-10-18 12:51:59,359 - Train: 75.07% [939150/1251000] [750.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000463] [CE 3.829 (3.946)] [KD 2.129 (2.271)] 2024-10-18 12:52:11,825 - Train: 75.08% [939200/1251000] [750.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000462] [CE 3.862 (3.938)] [KD 2.324 (2.255)] 2024-10-18 12:52:23,506 - Train: 75.08% [939250/1251000] [750.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000462] [CE 4.209 (3.946)] [KD 2.551 (2.254)] 2024-10-18 12:52:36,033 - Train: 75.08% [939300/1251000] [750.8/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000462] [CE 4.411 (4.008)] [KD 2.613 (2.314)] 2024-10-18 12:52:48,015 - Train: 75.09% [939350/1251000] [750.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000462] [CE 4.089 (3.960)] [KD 2.205 (2.275)] 2024-10-18 12:53:00,158 - Train: 75.09% [939400/1251000] [750.9/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000462] [CE 4.326 (4.009)] [KD 2.496 (2.296)] 2024-10-18 12:53:12,122 - Train: 75.10% [939450/1251000] [751.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000462] [CE 3.221 (3.926)] [KD 1.882 (2.264)] 2024-10-18 12:53:24,017 - Train: 75.10% [939500/1251000] [751.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000462] [CE 4.064 (4.006)] [KD 2.397 (2.306)] 2024-10-18 12:53:36,448 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40221] [top5_cnt 47658] [top_all 50000] 2024-10-18 12:53:36,448 - net: 80.442 (95.316) 2024-10-18 12:53:48,611 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41045] [top5_cnt 47992] [top_all 50000] 2024-10-18 12:53:48,611 - net_E: 82.090 (95.984) 2024-10-18 12:53:48,760 - Max [top1: 80.442 (epoch: 751)] [top1-ema: 82.090 (epoch: 751)] 2024-10-18 12:53:48,761 - ==> Total time: 2 days, 21:40:29 Eta: 23:06:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:54:07,163 - Train: 75.10% [939550/1251000] [751.0/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.000462] [CE 4.192 (3.951)] [KD 2.344 (2.232)] 2024-10-18 12:54:19,412 - Train: 75.11% [939600/1251000] [751.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000461] [CE 4.217 (4.000)] [KD 2.527 (2.285)] 2024-10-18 12:54:31,524 - Train: 75.11% [939650/1251000] [751.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000461] [CE 4.128 (3.934)] [KD 2.247 (2.235)] 2024-10-18 12:54:43,523 - Train: 75.12% [939700/1251000] [751.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000461] [CE 3.769 (3.912)] [KD 2.007 (2.240)] 2024-10-18 12:54:55,391 - Train: 75.12% [939750/1251000] [751.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000461] [CE 3.765 (3.852)] [KD 2.166 (2.210)] 2024-10-18 12:55:07,583 - Train: 75.12% [939800/1251000] [751.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000461] [CE 3.671 (3.956)] [KD 2.289 (2.280)] 2024-10-18 12:55:19,296 - Train: 75.13% [939850/1251000] [751.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000461] [CE 4.436 (3.965)] [KD 2.480 (2.289)] 2024-10-18 12:55:31,498 - Train: 75.13% [939900/1251000] [751.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000461] [CE 4.101 (3.971)] [KD 2.346 (2.279)] 2024-10-18 12:55:43,563 - Train: 75.14% [939950/1251000] [751.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000460] [CE 4.475 (3.915)] [KD 2.557 (2.249)] 2024-10-18 12:55:55,904 - Train: 75.14% [940000/1251000] [751.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000460] [CE 3.892 (3.957)] [KD 2.215 (2.271)] 2024-10-18 12:56:07,810 - Train: 75.14% [940050/1251000] [751.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000460] [CE 4.310 (4.047)] [KD 2.445 (2.300)] 2024-10-18 12:56:19,665 - Train: 75.15% [940100/1251000] [751.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000460] [CE 3.926 (3.981)] [KD 2.128 (2.277)] 2024-10-18 12:56:31,541 - Train: 75.15% [940150/1251000] [751.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000460] [CE 4.288 (3.946)] [KD 2.340 (2.247)] 2024-10-18 12:56:43,733 - Train: 75.16% [940200/1251000] [751.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000460] [CE 4.151 (3.904)] [KD 2.562 (2.257)] 2024-10-18 12:56:55,440 - Train: 75.16% [940250/1251000] [751.6/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000460] [CE 4.101 (3.934)] [KD 2.357 (2.267)] 2024-10-18 12:57:07,486 - Train: 75.16% [940300/1251000] [751.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000460] [CE 4.343 (3.937)] [KD 2.569 (2.250)] 2024-10-18 12:57:19,583 - Train: 75.17% [940350/1251000] [751.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000459] [CE 3.745 (4.014)] [KD 2.259 (2.305)] 2024-10-18 12:57:31,542 - Train: 75.17% [940400/1251000] [751.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000459] [CE 4.487 (3.960)] [KD 2.448 (2.272)] 2024-10-18 12:57:43,263 - Train: 75.18% [940450/1251000] [751.8/1000.0] [batch_t 0.263 (0.234)] [data_t 0.009] [optim_t 0.254] [lr 0.000459] [CE 4.084 (3.978)] [KD 2.323 (2.298)] 2024-10-18 12:57:55,545 - Train: 75.18% [940500/1251000] [751.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000459] [CE 3.794 (3.959)] [KD 2.211 (2.291)] 2024-10-18 12:58:08,048 - Train: 75.18% [940550/1251000] [751.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000459] [CE 3.969 (4.027)] [KD 2.109 (2.297)] 2024-10-18 12:58:20,419 - Train: 75.19% [940600/1251000] [751.9/1000.0] [batch_t 0.386 (0.247)] [data_t 0.009] [optim_t 0.377] [lr 0.000459] [CE 3.960 (3.956)] [KD 2.420 (2.268)] 2024-10-18 12:58:32,615 - Train: 75.19% [940650/1251000] [751.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000459] [CE 4.217 (4.047)] [KD 2.288 (2.314)] 2024-10-18 12:58:44,988 - Train: 75.20% [940700/1251000] [752.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000459] [CE 3.698 (3.958)] [KD 2.131 (2.277)] 2024-10-18 12:58:57,244 - Train: 75.20% [940750/1251000] [752.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000458] [CE 4.467 (4.029)] [KD 2.494 (2.296)] 2024-10-18 12:59:10,047 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40219] [top5_cnt 47625] [top_all 50000] 2024-10-18 12:59:10,048 - net: 80.438 (95.250) 2024-10-18 12:59:22,588 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41049] [top5_cnt 47987] [top_all 50000] 2024-10-18 12:59:22,588 - net_E: 82.098 (95.974) 2024-10-18 12:59:22,746 - Max [top1: 80.442 (epoch: 751)] [top1-ema: 82.098 (epoch: 752)] 2024-10-18 12:59:22,746 - ==> Total time: 2 days, 21:46:03 Eta: 23:00:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 12:59:39,525 - Train: 75.20% [940800/1251000] [752.0/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000458] [CE 4.115 (3.969)] [KD 2.388 (2.263)] 2024-10-18 12:59:51,563 - Train: 75.21% [940850/1251000] [752.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000458] [CE 3.969 (3.949)] [KD 2.296 (2.242)] 2024-10-18 13:00:04,011 - Train: 75.21% [940900/1251000] [752.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000458] [CE 3.699 (3.996)] [KD 2.204 (2.296)] 2024-10-18 13:00:15,786 - Train: 75.22% [940950/1251000] [752.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000458] [CE 3.915 (3.965)] [KD 2.356 (2.267)] 2024-10-18 13:00:27,660 - Train: 75.22% [941000/1251000] [752.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000458] [CE 4.510 (4.048)] [KD 2.526 (2.312)] 2024-10-18 13:00:39,607 - Train: 75.22% [941050/1251000] [752.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000458] [CE 4.109 (3.984)] [KD 2.292 (2.274)] 2024-10-18 13:00:51,984 - Train: 75.23% [941100/1251000] [752.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000457] [CE 4.102 (3.978)] [KD 2.504 (2.301)] 2024-10-18 13:01:04,009 - Train: 75.23% [941150/1251000] [752.3/1000.0] [batch_t 0.312 (0.240)] [data_t 0.009] [optim_t 0.303] [lr 0.000457] [CE 4.159 (3.906)] [KD 2.346 (2.246)] 2024-10-18 13:01:15,926 - Train: 75.24% [941200/1251000] [752.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000457] [CE 4.176 (3.976)] [KD 2.308 (2.276)] 2024-10-18 13:01:27,882 - Train: 75.24% [941250/1251000] [752.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000457] [CE 4.308 (3.995)] [KD 2.440 (2.266)] 2024-10-18 13:01:40,297 - Train: 75.24% [941300/1251000] [752.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000457] [CE 3.530 (3.917)] [KD 1.977 (2.246)] 2024-10-18 13:01:52,221 - Train: 75.25% [941350/1251000] [752.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000457] [CE 3.745 (3.981)] [KD 1.910 (2.287)] 2024-10-18 13:02:04,052 - Train: 75.25% [941400/1251000] [752.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000457] [CE 3.850 (3.942)] [KD 2.198 (2.260)] 2024-10-18 13:02:16,106 - Train: 75.26% [941450/1251000] [752.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000457] [CE 3.447 (4.014)] [KD 1.963 (2.285)] 2024-10-18 13:02:28,633 - Train: 75.26% [941500/1251000] [752.6/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000456] [CE 3.473 (3.941)] [KD 1.908 (2.254)] 2024-10-18 13:02:40,337 - Train: 75.26% [941550/1251000] [752.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000456] [CE 3.987 (3.983)] [KD 2.395 (2.257)] 2024-10-18 13:02:51,997 - Train: 75.27% [941600/1251000] [752.7/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000456] [CE 3.857 (3.995)] [KD 2.234 (2.274)] 2024-10-18 13:03:03,976 - Train: 75.27% [941650/1251000] [752.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000456] [CE 4.699 (3.960)] [KD 2.871 (2.292)] 2024-10-18 13:03:16,197 - Train: 75.28% [941700/1251000] [752.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000456] [CE 4.370 (3.970)] [KD 2.318 (2.252)] 2024-10-18 13:03:27,977 - Train: 75.28% [941750/1251000] [752.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000456] [CE 4.360 (3.912)] [KD 2.635 (2.261)] 2024-10-18 13:03:39,971 - Train: 75.28% [941800/1251000] [752.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000456] [CE 4.296 (4.011)] [KD 2.395 (2.308)] 2024-10-18 13:03:52,029 - Train: 75.29% [941850/1251000] [752.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000455] [CE 3.747 (3.930)] [KD 2.088 (2.261)] 2024-10-18 13:04:04,376 - Train: 75.29% [941900/1251000] [752.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000455] [CE 3.919 (3.990)] [KD 2.288 (2.285)] 2024-10-18 13:04:16,234 - Train: 75.30% [941950/1251000] [753.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000455] [CE 3.859 (3.950)] [KD 2.163 (2.261)] 2024-10-18 13:04:28,022 - Train: 75.30% [942000/1251000] [753.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000455] [CE 4.268 (3.989)] [KD 2.336 (2.280)] 2024-10-18 13:04:40,707 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40178] [top5_cnt 47626] [top_all 50000] 2024-10-18 13:04:40,707 - net: 80.356 (95.252) 2024-10-18 13:04:52,982 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.239)] [top1_cnt 41076] [top5_cnt 47997] [top_all 50000] 2024-10-18 13:04:52,982 - net_E: 82.152 (95.994) 2024-10-18 13:04:53,099 - Max [top1: 80.442 (epoch: 751)] [top1-ema: 82.152 (epoch: 753)] 2024-10-18 13:04:53,100 - ==> Total time: 2 days, 21:51:33 Eta: 22:54:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:05:10,235 - Train: 75.30% [942050/1251000] [753.0/1000.0] [batch_t 0.234 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.000455] [CE 3.822 (4.042)] [KD 2.135 (2.282)] 2024-10-18 13:05:22,373 - Train: 75.31% [942100/1251000] [753.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000455] [CE 4.151 (3.978)] [KD 2.355 (2.254)] 2024-10-18 13:05:34,826 - Train: 75.31% [942150/1251000] [753.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000455] [CE 3.781 (3.911)] [KD 2.171 (2.215)] 2024-10-18 13:05:46,920 - Train: 75.32% [942200/1251000] [753.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000455] [CE 3.740 (3.994)] [KD 2.273 (2.279)] 2024-10-18 13:05:58,833 - Train: 75.32% [942250/1251000] [753.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000454] [CE 3.855 (3.910)] [KD 2.076 (2.242)] 2024-10-18 13:06:10,960 - Train: 75.32% [942300/1251000] [753.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000454] [CE 4.181 (3.975)] [KD 2.188 (2.235)] 2024-10-18 13:06:22,919 - Train: 75.33% [942350/1251000] [753.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000454] [CE 4.377 (3.917)] [KD 2.426 (2.246)] 2024-10-18 13:06:34,876 - Train: 75.33% [942400/1251000] [753.3/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000454] [CE 4.415 (3.963)] [KD 2.484 (2.250)] 2024-10-18 13:06:47,067 - Train: 75.34% [942450/1251000] [753.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000454] [CE 3.928 (3.988)] [KD 2.142 (2.261)] 2024-10-18 13:06:59,436 - Train: 75.34% [942500/1251000] [753.4/1000.0] [batch_t 0.367 (0.247)] [data_t 0.009] [optim_t 0.358] [lr 0.000454] [CE 3.599 (3.961)] [KD 2.187 (2.248)] 2024-10-18 13:07:11,369 - Train: 75.34% [942550/1251000] [753.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000454] [CE 4.601 (3.890)] [KD 2.668 (2.230)] 2024-10-18 13:07:23,408 - Train: 75.35% [942600/1251000] [753.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000454] [CE 3.572 (4.002)] [KD 2.074 (2.260)] 2024-10-18 13:07:35,357 - Train: 75.35% [942650/1251000] [753.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000453] [CE 4.055 (3.914)] [KD 2.327 (2.238)] 2024-10-18 13:07:47,710 - Train: 75.36% [942700/1251000] [753.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000453] [CE 4.052 (3.936)] [KD 2.320 (2.234)] 2024-10-18 13:07:59,601 - Train: 75.36% [942750/1251000] [753.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000453] [CE 3.838 (3.981)] [KD 2.241 (2.280)] 2024-10-18 13:08:11,968 - Train: 75.36% [942800/1251000] [753.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000453] [CE 3.545 (3.984)] [KD 2.130 (2.269)] 2024-10-18 13:08:24,036 - Train: 75.37% [942850/1251000] [753.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000453] [CE 3.683 (3.964)] [KD 1.950 (2.258)] 2024-10-18 13:08:36,236 - Train: 75.37% [942900/1251000] [753.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000453] [CE 3.895 (3.960)] [KD 2.235 (2.289)] 2024-10-18 13:08:48,231 - Train: 75.38% [942950/1251000] [753.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000453] [CE 4.188 (3.920)] [KD 2.403 (2.242)] 2024-10-18 13:09:00,321 - Train: 75.38% [943000/1251000] [753.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000452] [CE 4.577 (3.972)] [KD 2.684 (2.278)] 2024-10-18 13:09:12,154 - Train: 75.38% [943050/1251000] [753.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000452] [CE 3.966 (3.972)] [KD 2.309 (2.271)] 2024-10-18 13:09:24,600 - Train: 75.39% [943100/1251000] [753.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000452] [CE 4.150 (3.927)] [KD 2.389 (2.244)] 2024-10-18 13:09:36,653 - Train: 75.39% [943150/1251000] [753.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000452] [CE 4.069 (3.996)] [KD 2.313 (2.279)] 2024-10-18 13:09:48,661 - Train: 75.40% [943200/1251000] [754.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000452] [CE 3.754 (3.975)] [KD 2.223 (2.264)] 2024-10-18 13:10:00,528 - Train: 75.40% [943250/1251000] [754.0/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000452] [CE 4.006 (4.028)] [KD 2.454 (2.288)] 2024-10-18 13:10:13,615 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.239)] [top1_cnt 40111] [top5_cnt 47590] [top_all 50000] 2024-10-18 13:10:13,615 - net: 80.222 (95.180) 2024-10-18 13:10:25,790 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41069] [top5_cnt 47998] [top_all 50000] 2024-10-18 13:10:25,790 - net_E: 82.138 (95.996) 2024-10-18 13:10:25,920 - Max [top1: 80.442 (epoch: 751)] [top1-ema: 82.152 (epoch: 753)] 2024-10-18 13:10:25,921 - ==> Total time: 2 days, 21:57:06 Eta: 22:49:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:10:41,101 - Train: 75.40% [943300/1251000] [754.0/1000.0] [batch_t 0.232 (0.303)] [data_t 0.009] [optim_t 0.223] [lr 0.000452] [CE 4.146 (3.982)] [KD 2.419 (2.248)] 2024-10-18 13:10:53,325 - Train: 75.41% [943350/1251000] [754.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000452] [CE 3.819 (3.879)] [KD 2.138 (2.210)] 2024-10-18 13:11:05,692 - Train: 75.41% [943400/1251000] [754.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000451] [CE 3.578 (3.922)] [KD 2.083 (2.222)] 2024-10-18 13:11:17,462 - Train: 75.42% [943450/1251000] [754.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000451] [CE 4.196 (3.917)] [KD 2.448 (2.246)] 2024-10-18 13:11:29,382 - Train: 75.42% [943500/1251000] [754.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000451] [CE 4.319 (3.970)] [KD 2.376 (2.275)] 2024-10-18 13:11:41,648 - Train: 75.42% [943550/1251000] [754.2/1000.0] [batch_t 0.273 (0.245)] [data_t 0.046] [optim_t 0.228] [lr 0.000451] [CE 4.380 (3.965)] [KD 2.347 (2.255)] 2024-10-18 13:11:54,255 - Train: 75.43% [943600/1251000] [754.3/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000451] [CE 3.991 (3.955)] [KD 2.172 (2.224)] 2024-10-18 13:12:06,307 - Train: 75.43% [943650/1251000] [754.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000451] [CE 3.958 (3.872)] [KD 2.349 (2.199)] 2024-10-18 13:12:18,345 - Train: 75.44% [943700/1251000] [754.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000451] [CE 4.317 (3.911)] [KD 2.353 (2.238)] 2024-10-18 13:12:30,617 - Train: 75.44% [943750/1251000] [754.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000451] [CE 3.539 (3.932)] [KD 1.929 (2.228)] 2024-10-18 13:12:42,812 - Train: 75.44% [943800/1251000] [754.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000450] [CE 3.871 (3.960)] [KD 2.226 (2.255)] 2024-10-18 13:12:54,600 - Train: 75.45% [943850/1251000] [754.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000450] [CE 4.170 (4.022)] [KD 2.195 (2.306)] 2024-10-18 13:13:06,859 - Train: 75.45% [943900/1251000] [754.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000450] [CE 3.628 (3.989)] [KD 2.113 (2.269)] 2024-10-18 13:13:18,822 - Train: 75.46% [943950/1251000] [754.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000450] [CE 3.892 (3.949)] [KD 2.257 (2.283)] 2024-10-18 13:13:31,147 - Train: 75.46% [944000/1251000] [754.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000450] [CE 4.034 (3.990)] [KD 2.227 (2.272)] 2024-10-18 13:13:43,111 - Train: 75.46% [944050/1251000] [754.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000450] [CE 4.190 (3.931)] [KD 2.262 (2.209)] 2024-10-18 13:13:55,321 - Train: 75.47% [944100/1251000] [754.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000450] [CE 3.908 (3.906)] [KD 2.335 (2.227)] 2024-10-18 13:14:07,618 - Train: 75.47% [944150/1251000] [754.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000450] [CE 4.463 (3.960)] [KD 2.503 (2.275)] 2024-10-18 13:14:19,983 - Train: 75.48% [944200/1251000] [754.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000449] [CE 3.828 (3.966)] [KD 2.186 (2.251)] 2024-10-18 13:14:31,868 - Train: 75.48% [944250/1251000] [754.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000449] [CE 3.690 (4.015)] [KD 2.012 (2.273)] 2024-10-18 13:14:43,805 - Train: 75.48% [944300/1251000] [754.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000449] [CE 3.897 (4.033)] [KD 2.209 (2.289)] 2024-10-18 13:14:55,728 - Train: 75.49% [944350/1251000] [754.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000449] [CE 4.115 (3.964)] [KD 2.236 (2.256)] 2024-10-18 13:15:08,020 - Train: 75.49% [944400/1251000] [754.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000449] [CE 3.606 (3.899)] [KD 2.003 (2.212)] 2024-10-18 13:15:20,239 - Train: 75.50% [944450/1251000] [755.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000449] [CE 3.724 (3.998)] [KD 2.092 (2.272)] 2024-10-18 13:15:32,210 - Train: 75.50% [944500/1251000] [755.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000449] [CE 3.737 (3.972)] [KD 2.092 (2.260)] 2024-10-18 13:15:45,755 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40293] [top5_cnt 47644] [top_all 50000] 2024-10-18 13:15:45,756 - net: 80.586 (95.288) 2024-10-18 13:15:58,067 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41064] [top5_cnt 48010] [top_all 50000] 2024-10-18 13:15:58,067 - net_E: 82.128 (96.020) 2024-10-18 13:15:58,223 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.152 (epoch: 753)] 2024-10-18 13:15:58,223 - ==> Total time: 2 days, 22:02:38 Eta: 22:43:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:16:18,630 - Train: 75.50% [944550/1251000] [755.0/1000.0] [batch_t 0.234 (0.267)] [data_t 0.009] [optim_t 0.225] [lr 0.000448] [CE 4.066 (3.944)] [KD 2.202 (2.234)] 2024-10-18 13:16:31,060 - Train: 75.51% [944600/1251000] [755.1/1000.0] [batch_t 0.371 (0.248)] [data_t 0.009] [optim_t 0.362] [lr 0.000448] [CE 3.874 (3.924)] [KD 2.220 (2.238)] 2024-10-18 13:16:43,045 - Train: 75.51% [944650/1251000] [755.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000448] [CE 4.262 (3.889)] [KD 2.231 (2.232)] 2024-10-18 13:16:54,973 - Train: 75.52% [944700/1251000] [755.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000448] [CE 4.116 (3.916)] [KD 2.405 (2.269)] 2024-10-18 13:17:06,949 - Train: 75.52% [944750/1251000] [755.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000448] [CE 4.423 (3.965)] [KD 2.528 (2.270)] 2024-10-18 13:17:18,881 - Train: 75.52% [944800/1251000] [755.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000448] [CE 4.352 (3.970)] [KD 2.555 (2.252)] 2024-10-18 13:17:30,644 - Train: 75.53% [944850/1251000] [755.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000448] [CE 4.365 (3.967)] [KD 2.571 (2.263)] 2024-10-18 13:17:42,625 - Train: 75.53% [944900/1251000] [755.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000448] [CE 3.949 (3.946)] [KD 2.366 (2.273)] 2024-10-18 13:17:54,977 - Train: 75.54% [944950/1251000] [755.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000447] [CE 3.840 (3.938)] [KD 2.197 (2.231)] 2024-10-18 13:18:06,890 - Train: 75.54% [945000/1251000] [755.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000447] [CE 3.326 (3.903)] [KD 1.979 (2.248)] 2024-10-18 13:18:18,741 - Train: 75.54% [945050/1251000] [755.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000447] [CE 3.855 (3.942)] [KD 2.214 (2.228)] 2024-10-18 13:18:30,691 - Train: 75.55% [945100/1251000] [755.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000447] [CE 3.622 (3.890)] [KD 2.132 (2.207)] 2024-10-18 13:18:42,595 - Train: 75.55% [945150/1251000] [755.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000447] [CE 4.100 (4.009)] [KD 2.289 (2.284)] 2024-10-18 13:18:54,597 - Train: 75.56% [945200/1251000] [755.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000447] [CE 3.939 (3.950)] [KD 2.330 (2.263)] 2024-10-18 13:19:06,716 - Train: 75.56% [945250/1251000] [755.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000447] [CE 3.805 (3.964)] [KD 2.064 (2.278)] 2024-10-18 13:19:18,717 - Train: 75.56% [945300/1251000] [755.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000447] [CE 3.662 (3.946)] [KD 2.131 (2.263)] 2024-10-18 13:19:31,173 - Train: 75.57% [945350/1251000] [755.7/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000446] [CE 3.653 (3.964)] [KD 2.142 (2.263)] 2024-10-18 13:19:43,046 - Train: 75.57% [945400/1251000] [755.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000446] [CE 4.413 (3.991)] [KD 2.452 (2.278)] 2024-10-18 13:19:55,182 - Train: 75.58% [945450/1251000] [755.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000446] [CE 4.479 (4.042)] [KD 2.482 (2.324)] 2024-10-18 13:20:07,213 - Train: 75.58% [945500/1251000] [755.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000446] [CE 3.578 (3.956)] [KD 1.982 (2.247)] 2024-10-18 13:20:19,501 - Train: 75.58% [945550/1251000] [755.8/1000.0] [batch_t 0.375 (0.246)] [data_t 0.009] [optim_t 0.366] [lr 0.000446] [CE 4.290 (3.905)] [KD 2.458 (2.226)] 2024-10-18 13:20:31,775 - Train: 75.59% [945600/1251000] [755.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000446] [CE 3.677 (3.932)] [KD 2.231 (2.251)] 2024-10-18 13:20:43,705 - Train: 75.59% [945650/1251000] [755.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.000446] [CE 4.064 (4.034)] [KD 2.319 (2.303)] 2024-10-18 13:20:55,559 - Train: 75.60% [945700/1251000] [756.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000445] [CE 4.218 (4.007)] [KD 2.393 (2.302)] 2024-10-18 13:21:07,676 - Train: 75.60% [945750/1251000] [756.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000445] [CE 3.627 (3.988)] [KD 2.054 (2.254)] 2024-10-18 13:21:21,450 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40263] [top5_cnt 47657] [top_all 50000] 2024-10-18 13:21:21,451 - net: 80.526 (95.314) 2024-10-18 13:21:33,808 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41087] [top5_cnt 47989] [top_all 50000] 2024-10-18 13:21:33,809 - net_E: 82.174 (95.978) 2024-10-18 13:21:33,940 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.174 (epoch: 756)] 2024-10-18 13:21:33,940 - ==> Total time: 2 days, 22:08:14 Eta: 22:38:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:21:49,948 - Train: 75.60% [945800/1251000] [756.0/1000.0] [batch_t 0.233 (0.269)] [data_t 0.009] [optim_t 0.224] [lr 0.000445] [CE 3.777 (3.941)] [KD 2.149 (2.242)] 2024-10-18 13:22:01,689 - Train: 75.61% [945850/1251000] [756.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000445] [CE 4.162 (3.948)] [KD 2.251 (2.248)] 2024-10-18 13:22:14,409 - Train: 75.61% [945900/1251000] [756.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000445] [CE 4.070 (3.944)] [KD 2.252 (2.230)] 2024-10-18 13:22:26,456 - Train: 75.62% [945950/1251000] [756.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000445] [CE 4.231 (3.911)] [KD 2.519 (2.233)] 2024-10-18 13:22:38,172 - Train: 75.62% [946000/1251000] [756.2/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000445] [CE 3.747 (3.919)] [KD 2.078 (2.233)] 2024-10-18 13:22:50,324 - Train: 75.62% [946050/1251000] [756.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000445] [CE 3.928 (3.907)] [KD 2.354 (2.241)] 2024-10-18 13:23:02,415 - Train: 75.63% [946100/1251000] [756.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000444] [CE 4.185 (3.834)] [KD 2.429 (2.188)] 2024-10-18 13:23:14,303 - Train: 75.63% [946150/1251000] [756.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000444] [CE 3.960 (3.961)] [KD 2.433 (2.251)] 2024-10-18 13:23:26,522 - Train: 75.64% [946200/1251000] [756.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000444] [CE 3.952 (3.868)] [KD 2.175 (2.219)] 2024-10-18 13:23:38,770 - Train: 75.64% [946250/1251000] [756.4/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000444] [CE 3.863 (4.005)] [KD 2.161 (2.260)] 2024-10-18 13:23:50,990 - Train: 75.64% [946300/1251000] [756.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000444] [CE 4.339 (3.945)] [KD 2.417 (2.236)] 2024-10-18 13:24:03,116 - Train: 75.65% [946350/1251000] [756.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000444] [CE 4.048 (3.948)] [KD 2.261 (2.260)] 2024-10-18 13:24:15,679 - Train: 75.65% [946400/1251000] [756.5/1000.0] [batch_t 0.243 (0.251)] [data_t 0.018] [optim_t 0.225] [lr 0.000444] [CE 3.398 (3.998)] [KD 1.899 (2.296)] 2024-10-18 13:24:27,939 - Train: 75.66% [946450/1251000] [756.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000444] [CE 4.382 (3.939)] [KD 2.484 (2.242)] 2024-10-18 13:24:40,342 - Train: 75.66% [946500/1251000] [756.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000443] [CE 3.642 (3.925)] [KD 2.096 (2.250)] 2024-10-18 13:24:52,513 - Train: 75.66% [946550/1251000] [756.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000443] [CE 4.376 (3.991)] [KD 2.534 (2.286)] 2024-10-18 13:25:04,842 - Train: 75.67% [946600/1251000] [756.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000443] [CE 3.443 (3.915)] [KD 2.154 (2.247)] 2024-10-18 13:25:17,145 - Train: 75.67% [946650/1251000] [756.7/1000.0] [batch_t 0.247 (0.246)] [data_t 0.020] [optim_t 0.227] [lr 0.000443] [CE 3.836 (3.914)] [KD 2.174 (2.243)] 2024-10-18 13:25:29,458 - Train: 75.68% [946700/1251000] [756.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000443] [CE 4.565 (4.003)] [KD 2.537 (2.282)] 2024-10-18 13:25:41,441 - Train: 75.68% [946750/1251000] [756.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000443] [CE 3.252 (3.919)] [KD 1.796 (2.224)] 2024-10-18 13:25:53,549 - Train: 75.68% [946800/1251000] [756.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000443] [CE 4.000 (3.924)] [KD 2.241 (2.240)] 2024-10-18 13:26:05,714 - Train: 75.69% [946850/1251000] [756.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000443] [CE 3.822 (4.015)] [KD 2.285 (2.299)] 2024-10-18 13:26:17,915 - Train: 75.69% [946900/1251000] [756.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000442] [CE 3.724 (3.943)] [KD 2.105 (2.249)] 2024-10-18 13:26:30,385 - Train: 75.70% [946950/1251000] [757.0/1000.0] [batch_t 0.254 (0.249)] [data_t 0.028] [optim_t 0.226] [lr 0.000442] [CE 3.623 (3.979)] [KD 2.206 (2.273)] 2024-10-18 13:26:42,463 - Train: 75.70% [947000/1251000] [757.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000442] [CE 4.062 (3.992)] [KD 2.344 (2.277)] 2024-10-18 13:26:56,628 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40131] [top5_cnt 47620] [top_all 50000] 2024-10-18 13:26:56,628 - net: 80.262 (95.240) 2024-10-18 13:27:08,915 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41118] [top5_cnt 47994] [top_all 50000] 2024-10-18 13:27:08,915 - net_E: 82.236 (95.988) 2024-10-18 13:27:09,078 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:27:09,078 - ==> Total time: 2 days, 22:13:49 Eta: 22:32:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:27:25,042 - Train: 75.70% [947050/1251000] [757.0/1000.0] [batch_t 0.236 (0.267)] [data_t 0.009] [optim_t 0.227] [lr 0.000442] [CE 3.501 (3.957)] [KD 2.078 (2.244)] 2024-10-18 13:27:37,183 - Train: 75.71% [947100/1251000] [757.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000442] [CE 4.078 (3.940)] [KD 2.286 (2.208)] 2024-10-18 13:27:49,335 - Train: 75.71% [947150/1251000] [757.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000442] [CE 4.208 (3.980)] [KD 2.324 (2.266)] 2024-10-18 13:28:01,769 - Train: 75.72% [947200/1251000] [757.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000442] [CE 4.020 (3.987)] [KD 2.287 (2.235)] 2024-10-18 13:28:13,912 - Train: 75.72% [947250/1251000] [757.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000441] [CE 3.927 (3.899)] [KD 2.283 (2.232)] 2024-10-18 13:28:26,570 - Train: 75.72% [947300/1251000] [757.2/1000.0] [batch_t 0.262 (0.253)] [data_t 0.009] [optim_t 0.253] [lr 0.000441] [CE 3.817 (3.973)] [KD 2.157 (2.245)] 2024-10-18 13:28:39,029 - Train: 75.73% [947350/1251000] [757.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000441] [CE 4.183 (3.972)] [KD 2.360 (2.248)] 2024-10-18 13:28:51,633 - Train: 75.73% [947400/1251000] [757.3/1000.0] [batch_t 0.277 (0.252)] [data_t 0.009] [optim_t 0.269] [lr 0.000441] [CE 4.066 (3.891)] [KD 2.287 (2.211)] 2024-10-18 13:29:04,212 - Train: 75.74% [947450/1251000] [757.4/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000441] [CE 3.526 (4.003)] [KD 1.908 (2.268)] 2024-10-18 13:29:16,837 - Train: 75.74% [947500/1251000] [757.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000441] [CE 4.275 (3.992)] [KD 2.269 (2.239)] 2024-10-18 13:29:29,245 - Train: 75.74% [947550/1251000] [757.4/1000.0] [batch_t 0.267 (0.248)] [data_t 0.009] [optim_t 0.258] [lr 0.000441] [CE 4.129 (3.986)] [KD 2.234 (2.243)] 2024-10-18 13:29:41,856 - Train: 75.75% [947600/1251000] [757.5/1000.0] [batch_t 0.247 (0.252)] [data_t 0.009] [optim_t 0.238] [lr 0.000441] [CE 4.512 (3.980)] [KD 2.634 (2.277)] 2024-10-18 13:29:54,509 - Train: 75.75% [947650/1251000] [757.5/1000.0] [batch_t 0.323 (0.253)] [data_t 0.009] [optim_t 0.314] [lr 0.000440] [CE 4.102 (3.945)] [KD 2.145 (2.234)] 2024-10-18 13:30:06,850 - Train: 75.76% [947700/1251000] [757.6/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.000440] [CE 3.966 (3.959)] [KD 2.463 (2.238)] 2024-10-18 13:30:19,221 - Train: 75.76% [947750/1251000] [757.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000440] [CE 3.653 (3.974)] [KD 2.111 (2.279)] 2024-10-18 13:30:31,456 - Train: 75.76% [947800/1251000] [757.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000440] [CE 4.010 (3.974)] [KD 2.194 (2.263)] 2024-10-18 13:30:43,563 - Train: 75.77% [947850/1251000] [757.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000440] [CE 3.902 (3.921)] [KD 2.135 (2.210)] 2024-10-18 13:30:56,123 - Train: 75.77% [947900/1251000] [757.7/1000.0] [batch_t 0.294 (0.251)] [data_t 0.009] [optim_t 0.285] [lr 0.000440] [CE 4.278 (3.904)] [KD 2.406 (2.222)] 2024-10-18 13:31:08,684 - Train: 75.78% [947950/1251000] [757.8/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000440] [CE 3.894 (3.968)] [KD 2.315 (2.264)] 2024-10-18 13:31:21,299 - Train: 75.78% [948000/1251000] [757.8/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000440] [CE 4.201 (3.932)] [KD 2.307 (2.247)] 2024-10-18 13:31:33,697 - Train: 75.78% [948050/1251000] [757.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000439] [CE 4.062 (3.996)] [KD 2.188 (2.253)] 2024-10-18 13:31:46,300 - Train: 75.79% [948100/1251000] [757.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000439] [CE 3.308 (3.975)] [KD 2.029 (2.274)] 2024-10-18 13:31:58,887 - Train: 75.79% [948150/1251000] [757.9/1000.0] [batch_t 0.262 (0.252)] [data_t 0.009] [optim_t 0.253] [lr 0.000439] [CE 3.684 (3.961)] [KD 2.042 (2.246)] 2024-10-18 13:32:11,572 - Train: 75.80% [948200/1251000] [758.0/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000439] [CE 4.286 (3.946)] [KD 2.402 (2.254)] 2024-10-18 13:32:23,869 - Train: 75.80% [948250/1251000] [758.0/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000439] [CE 3.952 (3.956)] [KD 2.257 (2.262)] 2024-10-18 13:32:38,026 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40221] [top5_cnt 47612] [top_all 50000] 2024-10-18 13:32:38,027 - net: 80.442 (95.224) 2024-10-18 13:32:50,548 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41115] [top5_cnt 47974] [top_all 50000] 2024-10-18 13:32:50,548 - net_E: 82.230 (95.948) 2024-10-18 13:32:50,707 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:32:50,707 - ==> Total time: 2 days, 22:19:31 Eta: 22:27:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:33:04,757 - Train: 75.80% [948300/1251000] [758.0/1000.0] [batch_t 0.232 (0.304)] [data_t 0.009] [optim_t 0.223] [lr 0.000439] [CE 4.175 (3.957)] [KD 2.249 (2.225)] 2024-10-18 13:33:17,268 - Train: 75.81% [948350/1251000] [758.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000439] [CE 3.998 (3.898)] [KD 2.125 (2.202)] 2024-10-18 13:33:29,174 - Train: 75.81% [948400/1251000] [758.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000439] [CE 4.054 (3.943)] [KD 2.215 (2.204)] 2024-10-18 13:33:41,072 - Train: 75.82% [948450/1251000] [758.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000438] [CE 4.321 (3.960)] [KD 2.491 (2.249)] 2024-10-18 13:33:52,805 - Train: 75.82% [948500/1251000] [758.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000438] [CE 4.015 (3.970)] [KD 2.242 (2.244)] 2024-10-18 13:34:04,864 - Train: 75.82% [948550/1251000] [758.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000438] [CE 4.014 (3.984)] [KD 2.330 (2.265)] 2024-10-18 13:34:17,177 - Train: 75.83% [948600/1251000] [758.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000438] [CE 4.251 (3.909)] [KD 2.344 (2.216)] 2024-10-18 13:34:29,096 - Train: 75.83% [948650/1251000] [758.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000438] [CE 4.185 (3.985)] [KD 2.465 (2.290)] 2024-10-18 13:34:41,036 - Train: 75.84% [948700/1251000] [758.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000438] [CE 3.975 (3.912)] [KD 2.261 (2.235)] 2024-10-18 13:34:53,192 - Train: 75.84% [948750/1251000] [758.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000438] [CE 4.080 (3.979)] [KD 2.311 (2.270)] 2024-10-18 13:35:05,317 - Train: 75.84% [948800/1251000] [758.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000438] [CE 4.659 (3.996)] [KD 2.477 (2.254)] 2024-10-18 13:35:17,154 - Train: 75.85% [948850/1251000] [758.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000437] [CE 4.080 (3.922)] [KD 2.355 (2.204)] 2024-10-18 13:35:29,112 - Train: 75.85% [948900/1251000] [758.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000437] [CE 3.621 (3.939)] [KD 2.084 (2.245)] 2024-10-18 13:35:41,121 - Train: 75.86% [948950/1251000] [758.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000437] [CE 4.304 (3.946)] [KD 2.322 (2.226)] 2024-10-18 13:35:53,320 - Train: 75.86% [949000/1251000] [758.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000437] [CE 4.014 (4.000)] [KD 2.361 (2.291)] 2024-10-18 13:36:05,370 - Train: 75.86% [949050/1251000] [758.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000437] [CE 4.212 (4.000)] [KD 2.503 (2.287)] 2024-10-18 13:36:17,199 - Train: 75.87% [949100/1251000] [758.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000437] [CE 4.264 (3.941)] [KD 2.441 (2.245)] 2024-10-18 13:36:29,281 - Train: 75.87% [949150/1251000] [758.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000437] [CE 3.793 (3.990)] [KD 2.055 (2.283)] 2024-10-18 13:36:41,579 - Train: 75.88% [949200/1251000] [758.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000436] [CE 3.587 (3.987)] [KD 2.180 (2.281)] 2024-10-18 13:36:53,354 - Train: 75.88% [949250/1251000] [758.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000436] [CE 3.708 (3.871)] [KD 2.139 (2.210)] 2024-10-18 13:37:05,283 - Train: 75.88% [949300/1251000] [758.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000436] [CE 3.759 (3.969)] [KD 2.192 (2.259)] 2024-10-18 13:37:17,538 - Train: 75.89% [949350/1251000] [758.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000436] [CE 3.934 (3.943)] [KD 2.234 (2.246)] 2024-10-18 13:37:29,631 - Train: 75.89% [949400/1251000] [758.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000436] [CE 4.117 (3.929)] [KD 2.428 (2.213)] 2024-10-18 13:37:41,412 - Train: 75.90% [949450/1251000] [759.0/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.000436] [CE 3.843 (3.932)] [KD 2.188 (2.245)] 2024-10-18 13:37:53,332 - Train: 75.90% [949500/1251000] [759.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000436] [CE 3.456 (3.873)] [KD 2.153 (2.216)] 2024-10-18 13:38:07,460 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40243] [top5_cnt 47584] [top_all 50000] 2024-10-18 13:38:07,460 - net: 80.486 (95.168) 2024-10-18 13:38:19,892 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.240)] [top1_cnt 41095] [top5_cnt 47987] [top_all 50000] 2024-10-18 13:38:19,892 - net_E: 82.190 (95.974) 2024-10-18 13:38:20,049 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:38:20,049 - ==> Total time: 2 days, 22:25:00 Eta: 22:21:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:38:34,250 - Train: 75.90% [949550/1251000] [759.0/1000.0] [batch_t 0.426 (0.314)] [data_t 0.009] [optim_t 0.417] [lr 0.000436] [CE 4.506 (3.926)] [KD 2.473 (2.224)] 2024-10-18 13:38:46,676 - Train: 75.91% [949600/1251000] [759.1/1000.0] [batch_t 0.425 (0.248)] [data_t 0.009] [optim_t 0.416] [lr 0.000435] [CE 3.984 (3.945)] [KD 2.310 (2.226)] 2024-10-18 13:38:58,962 - Train: 75.91% [949650/1251000] [759.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000435] [CE 3.815 (3.896)] [KD 2.157 (2.213)] 2024-10-18 13:39:10,875 - Train: 75.92% [949700/1251000] [759.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000435] [CE 3.283 (3.923)] [KD 2.053 (2.233)] 2024-10-18 13:39:22,963 - Train: 75.92% [949750/1251000] [759.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000435] [CE 4.400 (3.942)] [KD 2.450 (2.213)] 2024-10-18 13:39:34,960 - Train: 75.92% [949800/1251000] [759.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000435] [CE 3.871 (3.963)] [KD 2.144 (2.221)] 2024-10-18 13:39:47,315 - Train: 75.93% [949850/1251000] [759.3/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000435] [CE 3.749 (3.959)] [KD 2.157 (2.262)] 2024-10-18 13:39:59,525 - Train: 75.93% [949900/1251000] [759.3/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000435] [CE 4.203 (4.017)] [KD 2.437 (2.275)] 2024-10-18 13:40:11,584 - Train: 75.94% [949950/1251000] [759.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000435] [CE 4.027 (4.017)] [KD 2.363 (2.266)] 2024-10-18 13:40:23,857 - Train: 75.94% [950000/1251000] [759.4/1000.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.242] [lr 0.000434] [CE 4.341 (3.995)] [KD 2.553 (2.256)] 2024-10-18 13:40:35,930 - Train: 75.94% [950050/1251000] [759.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000434] [CE 4.523 (3.960)] [KD 2.507 (2.233)] 2024-10-18 13:40:47,860 - Train: 75.95% [950100/1251000] [759.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000434] [CE 3.725 (3.907)] [KD 2.142 (2.229)] 2024-10-18 13:41:00,053 - Train: 75.95% [950150/1251000] [759.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000434] [CE 4.185 (3.923)] [KD 2.357 (2.216)] 2024-10-18 13:41:12,093 - Train: 75.96% [950200/1251000] [759.6/1000.0] [batch_t 0.371 (0.241)] [data_t 0.009] [optim_t 0.363] [lr 0.000434] [CE 4.250 (3.934)] [KD 2.508 (2.231)] 2024-10-18 13:41:24,261 - Train: 75.96% [950250/1251000] [759.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000434] [CE 3.654 (3.926)] [KD 2.162 (2.219)] 2024-10-18 13:41:36,607 - Train: 75.96% [950300/1251000] [759.6/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000434] [CE 3.846 (3.935)] [KD 2.266 (2.228)] 2024-10-18 13:41:48,679 - Train: 75.97% [950350/1251000] [759.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000434] [CE 4.155 (3.944)] [KD 2.267 (2.226)] 2024-10-18 13:42:00,573 - Train: 75.97% [950400/1251000] [759.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000433] [CE 3.944 (4.016)] [KD 2.411 (2.280)] 2024-10-18 13:42:12,851 - Train: 75.98% [950450/1251000] [759.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000433] [CE 4.172 (3.961)] [KD 2.335 (2.262)] 2024-10-18 13:42:24,888 - Train: 75.98% [950500/1251000] [759.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000433] [CE 4.297 (3.922)] [KD 2.561 (2.239)] 2024-10-18 13:42:36,969 - Train: 75.98% [950550/1251000] [759.8/1000.0] [batch_t 0.365 (0.242)] [data_t 0.009] [optim_t 0.356] [lr 0.000433] [CE 3.985 (3.889)] [KD 2.298 (2.214)] 2024-10-18 13:42:49,113 - Train: 75.99% [950600/1251000] [759.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000433] [CE 3.909 (3.930)] [KD 2.110 (2.241)] 2024-10-18 13:43:01,476 - Train: 75.99% [950650/1251000] [759.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.000433] [CE 3.714 (3.930)] [KD 2.110 (2.205)] 2024-10-18 13:43:13,526 - Train: 76.00% [950700/1251000] [760.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000433] [CE 4.201 (4.013)] [KD 2.353 (2.249)] 2024-10-18 13:43:25,740 - Train: 76.00% [950750/1251000] [760.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000433] [CE 4.005 (3.982)] [KD 2.315 (2.281)] 2024-10-18 13:43:40,382 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40110] [top5_cnt 47620] [top_all 50000] 2024-10-18 13:43:40,382 - net: 80.220 (95.240) 2024-10-18 13:43:52,469 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41070] [top5_cnt 47997] [top_all 50000] 2024-10-18 13:43:52,469 - net_E: 82.140 (95.994) 2024-10-18 13:43:52,638 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:43:52,639 - ==> Total time: 2 days, 22:30:33 Eta: 22:15:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:44:05,904 - Train: 76.00% [950800/1251000] [760.0/1000.0] [batch_t 0.232 (0.299)] [data_t 0.009] [optim_t 0.223] [lr 0.000432] [CE 3.496 (3.948)] [KD 2.209 (2.254)] 2024-10-18 13:44:18,318 - Train: 76.01% [950850/1251000] [760.1/1000.0] [batch_t 0.414 (0.248)] [data_t 0.009] [optim_t 0.406] [lr 0.000432] [CE 4.054 (3.943)] [KD 2.246 (2.215)] 2024-10-18 13:44:30,465 - Train: 76.01% [950900/1251000] [760.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000432] [CE 4.273 (4.003)] [KD 2.378 (2.228)] 2024-10-18 13:44:42,551 - Train: 76.02% [950950/1251000] [760.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000432] [CE 3.961 (3.946)] [KD 2.126 (2.197)] 2024-10-18 13:44:54,379 - Train: 76.02% [951000/1251000] [760.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000432] [CE 3.786 (3.914)] [KD 2.151 (2.184)] 2024-10-18 13:45:06,349 - Train: 76.02% [951050/1251000] [760.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000432] [CE 3.368 (3.943)] [KD 1.938 (2.245)] 2024-10-18 13:45:18,471 - Train: 76.03% [951100/1251000] [760.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000432] [CE 4.058 (3.924)] [KD 2.287 (2.201)] 2024-10-18 13:45:30,253 - Train: 76.03% [951150/1251000] [760.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000431] [CE 4.225 (3.989)] [KD 2.523 (2.282)] 2024-10-18 13:45:42,135 - Train: 76.04% [951200/1251000] [760.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000431] [CE 4.348 (3.993)] [KD 2.522 (2.254)] 2024-10-18 13:45:54,316 - Train: 76.04% [951250/1251000] [760.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000431] [CE 3.877 (3.968)] [KD 2.121 (2.233)] 2024-10-18 13:46:06,420 - Train: 76.04% [951300/1251000] [760.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000431] [CE 3.694 (3.899)] [KD 2.069 (2.203)] 2024-10-18 13:46:18,325 - Train: 76.05% [951350/1251000] [760.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000431] [CE 3.654 (3.959)] [KD 2.101 (2.259)] 2024-10-18 13:46:30,248 - Train: 76.05% [951400/1251000] [760.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000431] [CE 4.440 (3.961)] [KD 2.673 (2.216)] 2024-10-18 13:46:42,167 - Train: 76.06% [951450/1251000] [760.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000431] [CE 4.001 (3.920)] [KD 2.341 (2.239)] 2024-10-18 13:46:54,525 - Train: 76.06% [951500/1251000] [760.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000431] [CE 4.112 (3.911)] [KD 2.245 (2.235)] 2024-10-18 13:47:06,356 - Train: 76.06% [951550/1251000] [760.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000430] [CE 3.581 (3.901)] [KD 2.146 (2.213)] 2024-10-18 13:47:18,159 - Train: 76.07% [951600/1251000] [760.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000430] [CE 3.718 (3.996)] [KD 2.030 (2.264)] 2024-10-18 13:47:30,156 - Train: 76.07% [951650/1251000] [760.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000430] [CE 3.914 (3.915)] [KD 2.255 (2.213)] 2024-10-18 13:47:42,271 - Train: 76.08% [951700/1251000] [760.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000430] [CE 4.216 (3.970)] [KD 2.214 (2.255)] 2024-10-18 13:47:54,117 - Train: 76.08% [951750/1251000] [760.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000430] [CE 3.733 (3.940)] [KD 2.087 (2.243)] 2024-10-18 13:48:06,088 - Train: 76.08% [951800/1251000] [760.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000430] [CE 3.630 (3.884)] [KD 2.044 (2.233)] 2024-10-18 13:48:18,181 - Train: 76.09% [951850/1251000] [760.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000430] [CE 4.178 (4.002)] [KD 2.358 (2.274)] 2024-10-18 13:48:30,312 - Train: 76.09% [951900/1251000] [760.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000430] [CE 4.281 (3.924)] [KD 2.491 (2.207)] 2024-10-18 13:48:42,132 - Train: 76.10% [951950/1251000] [761.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000429] [CE 4.431 (3.921)] [KD 2.429 (2.206)] 2024-10-18 13:48:53,965 - Train: 76.10% [952000/1251000] [761.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000429] [CE 4.144 (3.920)] [KD 2.407 (2.215)] 2024-10-18 13:49:08,615 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40243] [top5_cnt 47654] [top_all 50000] 2024-10-18 13:49:08,616 - net: 80.486 (95.308) 2024-10-18 13:49:21,073 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 41075] [top5_cnt 48003] [top_all 50000] 2024-10-18 13:49:21,073 - net_E: 82.150 (96.006) 2024-10-18 13:49:21,248 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:49:21,248 - ==> Total time: 2 days, 22:36:01 Eta: 22:10:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:49:34,557 - Train: 76.10% [952050/1251000] [761.0/1000.0] [batch_t 0.234 (0.303)] [data_t 0.009] [optim_t 0.225] [lr 0.000429] [CE 3.322 (3.971)] [KD 1.874 (2.231)] 2024-10-18 13:49:47,101 - Train: 76.11% [952100/1251000] [761.1/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000429] [CE 3.943 (3.884)] [KD 2.188 (2.182)] 2024-10-18 13:49:58,888 - Train: 76.11% [952150/1251000] [761.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000429] [CE 3.914 (3.950)] [KD 2.114 (2.225)] 2024-10-18 13:50:10,814 - Train: 76.12% [952200/1251000] [761.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000429] [CE 4.341 (4.043)] [KD 2.516 (2.279)] 2024-10-18 13:50:22,504 - Train: 76.12% [952250/1251000] [761.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000429] [CE 4.072 (3.923)] [KD 2.415 (2.223)] 2024-10-18 13:50:34,507 - Train: 76.12% [952300/1251000] [761.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000429] [CE 4.179 (3.963)] [KD 2.137 (2.243)] 2024-10-18 13:50:46,517 - Train: 76.13% [952350/1251000] [761.3/1000.0] [batch_t 0.370 (0.240)] [data_t 0.009] [optim_t 0.361] [lr 0.000428] [CE 3.867 (3.998)] [KD 2.176 (2.256)] 2024-10-18 13:50:58,673 - Train: 76.13% [952400/1251000] [761.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000428] [CE 4.090 (3.974)] [KD 2.335 (2.245)] 2024-10-18 13:51:10,646 - Train: 76.14% [952450/1251000] [761.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000428] [CE 4.128 (3.969)] [KD 2.363 (2.248)] 2024-10-18 13:51:22,938 - Train: 76.14% [952500/1251000] [761.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000428] [CE 3.631 (3.959)] [KD 2.133 (2.220)] 2024-10-18 13:51:34,833 - Train: 76.14% [952550/1251000] [761.4/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000428] [CE 3.892 (3.935)] [KD 2.270 (2.246)] 2024-10-18 13:51:46,812 - Train: 76.15% [952600/1251000] [761.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000428] [CE 4.015 (3.933)] [KD 2.245 (2.232)] 2024-10-18 13:51:59,223 - Train: 76.15% [952650/1251000] [761.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000428] [CE 3.740 (3.916)] [KD 1.966 (2.205)] 2024-10-18 13:52:11,408 - Train: 76.16% [952700/1251000] [761.6/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000428] [CE 4.137 (4.003)] [KD 2.418 (2.215)] 2024-10-18 13:52:23,734 - Train: 76.16% [952750/1251000] [761.6/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.000427] [CE 3.699 (4.023)] [KD 2.137 (2.245)] 2024-10-18 13:52:35,720 - Train: 76.16% [952800/1251000] [761.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000427] [CE 3.565 (3.913)] [KD 2.083 (2.201)] 2024-10-18 13:52:47,729 - Train: 76.17% [952850/1251000] [761.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000427] [CE 4.345 (3.965)] [KD 2.327 (2.236)] 2024-10-18 13:52:59,867 - Train: 76.17% [952900/1251000] [761.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000427] [CE 4.196 (4.022)] [KD 2.402 (2.267)] 2024-10-18 13:53:11,807 - Train: 76.18% [952950/1251000] [761.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000427] [CE 4.219 (3.994)] [KD 2.467 (2.274)] 2024-10-18 13:53:23,732 - Train: 76.18% [953000/1251000] [761.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000427] [CE 4.086 (3.973)] [KD 2.343 (2.240)] 2024-10-18 13:53:36,015 - Train: 76.18% [953050/1251000] [761.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000427] [CE 4.236 (4.066)] [KD 2.335 (2.299)] 2024-10-18 13:53:48,552 - Train: 76.19% [953100/1251000] [761.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.000427] [CE 4.043 (3.906)] [KD 2.314 (2.224)] 2024-10-18 13:54:00,613 - Train: 76.19% [953150/1251000] [761.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000426] [CE 4.507 (3.927)] [KD 2.548 (2.231)] 2024-10-18 13:54:12,522 - Train: 76.20% [953200/1251000] [762.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000426] [CE 4.025 (3.935)] [KD 2.294 (2.222)] 2024-10-18 13:54:24,457 - Train: 76.20% [953250/1251000] [762.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000426] [CE 4.283 (3.916)] [KD 2.418 (2.211)] 2024-10-18 13:54:39,566 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40231] [top5_cnt 47597] [top_all 50000] 2024-10-18 13:54:39,567 - net: 80.462 (95.194) 2024-10-18 13:54:52,138 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41081] [top5_cnt 47997] [top_all 50000] 2024-10-18 13:54:52,139 - net_E: 82.162 (95.994) 2024-10-18 13:54:52,299 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 13:54:52,299 - ==> Total time: 2 days, 22:41:32 Eta: 22:04:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 13:55:05,549 - Train: 76.20% [953300/1251000] [762.0/1000.0] [batch_t 0.233 (0.313)] [data_t 0.009] [optim_t 0.224] [lr 0.000426] [CE 4.271 (3.936)] [KD 2.352 (2.234)] 2024-10-18 13:55:18,160 - Train: 76.21% [953350/1251000] [762.1/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000426] [CE 3.597 (3.924)] [KD 2.192 (2.202)] 2024-10-18 13:55:30,265 - Train: 76.21% [953400/1251000] [762.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000426] [CE 3.975 (3.887)] [KD 2.328 (2.180)] 2024-10-18 13:55:42,101 - Train: 76.22% [953450/1251000] [762.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000426] [CE 3.768 (3.955)] [KD 2.142 (2.249)] 2024-10-18 13:55:54,332 - Train: 76.22% [953500/1251000] [762.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000426] [CE 3.836 (3.918)] [KD 2.166 (2.236)] 2024-10-18 13:56:06,682 - Train: 76.22% [953550/1251000] [762.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000425] [CE 3.946 (3.946)] [KD 2.189 (2.246)] 2024-10-18 13:56:18,997 - Train: 76.23% [953600/1251000] [762.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000425] [CE 4.325 (4.028)] [KD 2.381 (2.241)] 2024-10-18 13:56:31,130 - Train: 76.23% [953650/1251000] [762.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000425] [CE 4.196 (3.951)] [KD 2.309 (2.252)] 2024-10-18 13:56:43,373 - Train: 76.24% [953700/1251000] [762.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000425] [CE 4.258 (3.944)] [KD 2.401 (2.225)] 2024-10-18 13:56:55,774 - Train: 76.24% [953750/1251000] [762.4/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.000425] [CE 3.844 (3.935)] [KD 2.303 (2.233)] 2024-10-18 13:57:07,931 - Train: 76.24% [953800/1251000] [762.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000425] [CE 4.229 (3.987)] [KD 2.427 (2.238)] 2024-10-18 13:57:19,883 - Train: 76.25% [953850/1251000] [762.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000425] [CE 3.578 (3.956)] [KD 2.025 (2.250)] 2024-10-18 13:57:32,277 - Train: 76.25% [953900/1251000] [762.5/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.000425] [CE 3.604 (3.898)] [KD 2.005 (2.207)] 2024-10-18 13:57:44,580 - Train: 76.25% [953950/1251000] [762.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000424] [CE 4.046 (3.947)] [KD 2.340 (2.247)] 2024-10-18 13:57:56,711 - Train: 76.26% [954000/1251000] [762.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000424] [CE 4.009 (3.886)] [KD 2.237 (2.193)] 2024-10-18 13:58:08,697 - Train: 76.26% [954050/1251000] [762.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000424] [CE 4.099 (3.954)] [KD 2.232 (2.235)] 2024-10-18 13:58:21,172 - Train: 76.27% [954100/1251000] [762.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000424] [CE 4.059 (3.951)] [KD 2.165 (2.232)] 2024-10-18 13:58:33,488 - Train: 76.27% [954150/1251000] [762.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000424] [CE 3.738 (3.940)] [KD 2.087 (2.227)] 2024-10-18 13:58:45,591 - Train: 76.27% [954200/1251000] [762.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000424] [CE 3.832 (3.953)] [KD 2.259 (2.214)] 2024-10-18 13:58:57,643 - Train: 76.28% [954250/1251000] [762.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000424] [CE 3.554 (3.944)] [KD 2.066 (2.221)] 2024-10-18 13:59:10,290 - Train: 76.28% [954300/1251000] [762.8/1000.0] [batch_t 0.397 (0.253)] [data_t 0.009] [optim_t 0.388] [lr 0.000423] [CE 4.005 (3.899)] [KD 2.219 (2.206)] 2024-10-18 13:59:22,575 - Train: 76.29% [954350/1251000] [762.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000423] [CE 4.031 (3.935)] [KD 2.214 (2.218)] 2024-10-18 13:59:34,496 - Train: 76.29% [954400/1251000] [762.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000423] [CE 3.776 (4.004)] [KD 2.046 (2.242)] 2024-10-18 13:59:46,667 - Train: 76.29% [954450/1251000] [762.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000423] [CE 3.536 (3.934)] [KD 1.971 (2.208)] 2024-10-18 13:59:58,744 - Train: 76.30% [954500/1251000] [763.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000423] [CE 4.049 (3.975)] [KD 2.150 (2.232)] 2024-10-18 14:00:13,825 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 40253] [top5_cnt 47678] [top_all 50000] 2024-10-18 14:00:13,825 - net: 80.506 (95.356) 2024-10-18 14:00:26,096 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41063] [top5_cnt 47999] [top_all 50000] 2024-10-18 14:00:26,096 - net_E: 82.126 (95.998) 2024-10-18 14:00:26,251 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 14:00:26,251 - ==> Total time: 2 days, 22:47:06 Eta: 21:59:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:00:39,093 - Train: 76.30% [954550/1251000] [763.0/1000.0] [batch_t 0.232 (0.307)] [data_t 0.009] [optim_t 0.224] [lr 0.000423] [CE 4.548 (3.949)] [KD 2.522 (2.200)] 2024-10-18 14:00:51,152 - Train: 76.31% [954600/1251000] [763.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000423] [CE 4.222 (4.004)] [KD 2.285 (2.222)] 2024-10-18 14:01:03,163 - Train: 76.31% [954650/1251000] [763.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000423] [CE 3.972 (3.917)] [KD 2.228 (2.226)] 2024-10-18 14:01:15,030 - Train: 76.31% [954700/1251000] [763.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000422] [CE 3.318 (3.952)] [KD 1.801 (2.215)] 2024-10-18 14:01:26,988 - Train: 76.32% [954750/1251000] [763.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000422] [CE 4.561 (3.974)] [KD 2.513 (2.220)] 2024-10-18 14:01:38,949 - Train: 76.32% [954800/1251000] [763.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000422] [CE 3.709 (3.911)] [KD 2.098 (2.193)] 2024-10-18 14:01:50,733 - Train: 76.33% [954850/1251000] [763.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000422] [CE 4.335 (3.972)] [KD 2.270 (2.228)] 2024-10-18 14:02:02,947 - Train: 76.33% [954900/1251000] [763.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000422] [CE 3.773 (3.936)] [KD 2.217 (2.231)] 2024-10-18 14:02:14,948 - Train: 76.33% [954950/1251000] [763.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000422] [CE 4.142 (3.971)] [KD 2.348 (2.246)] 2024-10-18 14:02:27,016 - Train: 76.34% [955000/1251000] [763.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000422] [CE 4.152 (3.987)] [KD 2.147 (2.240)] 2024-10-18 14:02:38,813 - Train: 76.34% [955050/1251000] [763.4/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.000422] [CE 3.936 (3.974)] [KD 2.298 (2.249)] 2024-10-18 14:02:50,776 - Train: 76.35% [955100/1251000] [763.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000421] [CE 4.147 (3.940)] [KD 2.306 (2.212)] 2024-10-18 14:03:02,670 - Train: 76.35% [955150/1251000] [763.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000421] [CE 3.831 (3.979)] [KD 2.243 (2.237)] 2024-10-18 14:03:14,673 - Train: 76.35% [955200/1251000] [763.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000421] [CE 3.307 (4.044)] [KD 1.884 (2.267)] 2024-10-18 14:03:26,588 - Train: 76.36% [955250/1251000] [763.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000421] [CE 3.641 (3.939)] [KD 1.973 (2.204)] 2024-10-18 14:03:38,648 - Train: 76.36% [955300/1251000] [763.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000421] [CE 4.226 (3.904)] [KD 2.296 (2.191)] 2024-10-18 14:03:50,477 - Train: 76.37% [955350/1251000] [763.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000421] [CE 3.851 (3.959)] [KD 2.194 (2.230)] 2024-10-18 14:04:02,334 - Train: 76.37% [955400/1251000] [763.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000421] [CE 3.757 (3.979)] [KD 2.060 (2.233)] 2024-10-18 14:04:14,156 - Train: 76.37% [955450/1251000] [763.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000421] [CE 3.727 (3.926)] [KD 2.109 (2.193)] 2024-10-18 14:04:26,454 - Train: 76.38% [955500/1251000] [763.8/1000.0] [batch_t 0.401 (0.246)] [data_t 0.009] [optim_t 0.392] [lr 0.000420] [CE 4.056 (4.013)] [KD 2.271 (2.250)] 2024-10-18 14:04:38,850 - Train: 76.38% [955550/1251000] [763.8/1000.0] [batch_t 0.395 (0.248)] [data_t 0.009] [optim_t 0.386] [lr 0.000420] [CE 4.174 (3.840)] [KD 2.550 (2.182)] 2024-10-18 14:04:51,047 - Train: 76.39% [955600/1251000] [763.9/1000.0] [batch_t 0.248 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000420] [CE 3.988 (3.965)] [KD 2.277 (2.240)] 2024-10-18 14:05:03,217 - Train: 76.39% [955650/1251000] [763.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000420] [CE 3.186 (3.965)] [KD 2.014 (2.248)] 2024-10-18 14:05:15,323 - Train: 76.39% [955700/1251000] [763.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000420] [CE 3.924 (3.954)] [KD 2.244 (2.240)] 2024-10-18 14:05:27,520 - Train: 76.40% [955750/1251000] [764.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000420] [CE 3.791 (3.940)] [KD 2.236 (2.212)] 2024-10-18 14:05:42,870 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40267] [top5_cnt 47722] [top_all 50000] 2024-10-18 14:05:42,870 - net: 80.534 (95.444) 2024-10-18 14:05:54,777 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.230)] [top1_cnt 41084] [top5_cnt 48006] [top_all 50000] 2024-10-18 14:05:54,777 - net_E: 82.168 (96.012) 2024-10-18 14:05:54,922 - Max [top1: 80.586 (epoch: 755)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 14:05:54,922 - ==> Total time: 2 days, 22:52:35 Eta: 21:53:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:06:07,540 - Train: 76.40% [955800/1251000] [764.0/1000.0] [batch_t 0.234 (0.313)] [data_t 0.009] [optim_t 0.225] [lr 0.000420] [CE 3.910 (3.887)] [KD 2.227 (2.176)] 2024-10-18 14:06:19,862 - Train: 76.41% [955850/1251000] [764.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000420] [CE 4.268 (3.996)] [KD 2.451 (2.235)] 2024-10-18 14:06:32,035 - Train: 76.41% [955900/1251000] [764.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000419] [CE 4.422 (4.010)] [KD 2.523 (2.261)] 2024-10-18 14:06:43,748 - Train: 76.41% [955950/1251000] [764.1/1000.0] [batch_t 0.248 (0.234)] [data_t 0.009] [optim_t 0.239] [lr 0.000419] [CE 4.328 (3.939)] [KD 2.415 (2.224)] 2024-10-18 14:06:55,508 - Train: 76.42% [956000/1251000] [764.2/1000.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.000419] [CE 3.972 (4.007)] [KD 2.317 (2.255)] 2024-10-18 14:07:07,845 - Train: 76.42% [956050/1251000] [764.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000419] [CE 3.435 (3.923)] [KD 2.018 (2.202)] 2024-10-18 14:07:19,715 - Train: 76.43% [956100/1251000] [764.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000419] [CE 4.221 (3.966)] [KD 2.322 (2.239)] 2024-10-18 14:07:31,618 - Train: 76.43% [956150/1251000] [764.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000419] [CE 3.920 (3.970)] [KD 2.265 (2.224)] 2024-10-18 14:07:43,511 - Train: 76.43% [956200/1251000] [764.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000419] [CE 4.044 (3.917)] [KD 2.093 (2.198)] 2024-10-18 14:07:55,685 - Train: 76.44% [956250/1251000] [764.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000419] [CE 3.843 (3.929)] [KD 2.260 (2.213)] 2024-10-18 14:08:07,540 - Train: 76.44% [956300/1251000] [764.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000418] [CE 3.665 (3.924)] [KD 2.063 (2.219)] 2024-10-18 14:08:19,423 - Train: 76.45% [956350/1251000] [764.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000418] [CE 4.121 (3.887)] [KD 2.452 (2.210)] 2024-10-18 14:08:31,182 - Train: 76.45% [956400/1251000] [764.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000418] [CE 3.804 (3.971)] [KD 2.118 (2.248)] 2024-10-18 14:08:43,337 - Train: 76.45% [956450/1251000] [764.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000418] [CE 3.648 (3.949)] [KD 2.109 (2.235)] 2024-10-18 14:08:55,341 - Train: 76.46% [956500/1251000] [764.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000418] [CE 3.995 (3.879)] [KD 2.338 (2.195)] 2024-10-18 14:09:07,174 - Train: 76.46% [956550/1251000] [764.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000418] [CE 4.087 (4.028)] [KD 2.266 (2.272)] 2024-10-18 14:09:18,894 - Train: 76.47% [956600/1251000] [764.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000418] [CE 3.881 (3.878)] [KD 2.161 (2.199)] 2024-10-18 14:09:30,981 - Train: 76.47% [956650/1251000] [764.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000418] [CE 3.437 (3.872)] [KD 1.996 (2.175)] 2024-10-18 14:09:43,044 - Train: 76.47% [956700/1251000] [764.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000417] [CE 3.984 (3.821)] [KD 2.273 (2.157)] 2024-10-18 14:09:54,896 - Train: 76.48% [956750/1251000] [764.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000417] [CE 4.033 (3.978)] [KD 2.294 (2.248)] 2024-10-18 14:10:06,975 - Train: 76.48% [956800/1251000] [764.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000417] [CE 4.024 (3.927)] [KD 2.240 (2.186)] 2024-10-18 14:10:19,318 - Train: 76.49% [956850/1251000] [764.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000417] [CE 4.254 (3.962)] [KD 2.257 (2.245)] 2024-10-18 14:10:31,492 - Train: 76.49% [956900/1251000] [764.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000417] [CE 4.147 (3.954)] [KD 2.364 (2.190)] 2024-10-18 14:10:43,344 - Train: 76.49% [956950/1251000] [764.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000417] [CE 3.993 (4.012)] [KD 2.446 (2.258)] 2024-10-18 14:10:55,507 - Train: 76.50% [957000/1251000] [765.0/1000.0] [batch_t 0.276 (0.243)] [data_t 0.024] [optim_t 0.252] [lr 0.000417] [CE 3.760 (4.025)] [KD 2.002 (2.248)] 2024-10-18 14:11:11,263 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40311] [top5_cnt 47678] [top_all 50000] 2024-10-18 14:11:11,263 - net: 80.622 (95.356) 2024-10-18 14:11:23,460 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41068] [top5_cnt 48009] [top_all 50000] 2024-10-18 14:11:23,460 - net_E: 82.136 (96.018) 2024-10-18 14:11:23,642 - Max [top1: 80.622 (epoch: 765)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 14:11:23,642 - ==> Total time: 2 days, 22:58:04 Eta: 21:48:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:11:38,337 - Train: 76.50% [957050/1251000] [765.0/1000.0] [batch_t 0.233 (0.268)] [data_t 0.009] [optim_t 0.224] [lr 0.000417] [CE 3.893 (3.934)] [KD 2.221 (2.221)] 2024-10-18 14:11:50,317 - Train: 76.51% [957100/1251000] [765.1/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000416] [CE 3.850 (3.871)] [KD 2.028 (2.180)] 2024-10-18 14:12:02,742 - Train: 76.51% [957150/1251000] [765.1/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.000416] [CE 4.041 (3.903)] [KD 2.375 (2.171)] 2024-10-18 14:12:14,750 - Train: 76.51% [957200/1251000] [765.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000416] [CE 3.791 (3.909)] [KD 2.225 (2.185)] 2024-10-18 14:12:26,540 - Train: 76.52% [957250/1251000] [765.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000416] [CE 4.278 (3.859)] [KD 2.425 (2.190)] 2024-10-18 14:12:38,506 - Train: 76.52% [957300/1251000] [765.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000416] [CE 4.317 (3.999)] [KD 2.371 (2.239)] 2024-10-18 14:12:50,624 - Train: 76.53% [957350/1251000] [765.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000416] [CE 4.450 (3.958)] [KD 2.380 (2.233)] 2024-10-18 14:13:02,493 - Train: 76.53% [957400/1251000] [765.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000416] [CE 4.259 (3.935)] [KD 2.352 (2.229)] 2024-10-18 14:13:14,505 - Train: 76.53% [957450/1251000] [765.3/1000.0] [batch_t 0.363 (0.240)] [data_t 0.009] [optim_t 0.354] [lr 0.000416] [CE 3.842 (3.876)] [KD 2.323 (2.188)] 2024-10-18 14:13:26,399 - Train: 76.54% [957500/1251000] [765.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000415] [CE 4.030 (3.890)] [KD 2.341 (2.176)] 2024-10-18 14:13:38,265 - Train: 76.54% [957550/1251000] [765.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000415] [CE 4.221 (3.942)] [KD 2.238 (2.188)] 2024-10-18 14:13:50,412 - Train: 76.55% [957600/1251000] [765.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000415] [CE 4.233 (3.878)] [KD 2.114 (2.174)] 2024-10-18 14:14:02,185 - Train: 76.55% [957650/1251000] [765.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000415] [CE 3.749 (3.881)] [KD 1.958 (2.186)] 2024-10-18 14:14:14,115 - Train: 76.55% [957700/1251000] [765.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000415] [CE 4.253 (3.937)] [KD 2.494 (2.220)] 2024-10-18 14:14:26,193 - Train: 76.56% [957750/1251000] [765.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000415] [CE 3.556 (3.934)] [KD 2.103 (2.212)] 2024-10-18 14:14:38,232 - Train: 76.56% [957800/1251000] [765.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000415] [CE 4.035 (3.904)] [KD 2.331 (2.182)] 2024-10-18 14:14:50,017 - Train: 76.57% [957850/1251000] [765.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000415] [CE 3.291 (3.927)] [KD 1.913 (2.206)] 2024-10-18 14:15:02,144 - Train: 76.57% [957900/1251000] [765.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000414] [CE 3.724 (3.938)] [KD 2.217 (2.215)] 2024-10-18 14:15:14,053 - Train: 76.57% [957950/1251000] [765.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000414] [CE 4.076 (3.998)] [KD 2.334 (2.261)] 2024-10-18 14:15:25,957 - Train: 76.58% [958000/1251000] [765.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000414] [CE 3.556 (3.968)] [KD 1.967 (2.261)] 2024-10-18 14:15:37,747 - Train: 76.58% [958050/1251000] [765.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000414] [CE 4.228 (3.959)] [KD 2.236 (2.236)] 2024-10-18 14:15:49,663 - Train: 76.59% [958100/1251000] [765.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000414] [CE 3.739 (3.970)] [KD 2.082 (2.251)] 2024-10-18 14:16:01,863 - Train: 76.59% [958150/1251000] [765.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000414] [CE 3.680 (3.943)] [KD 2.209 (2.224)] 2024-10-18 14:16:13,836 - Train: 76.59% [958200/1251000] [765.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000414] [CE 4.037 (4.022)] [KD 2.169 (2.242)] 2024-10-18 14:16:25,746 - Train: 76.60% [958250/1251000] [766.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000414] [CE 4.095 (3.933)] [KD 2.287 (2.217)] 2024-10-18 14:16:41,546 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40415] [top5_cnt 47680] [top_all 50000] 2024-10-18 14:16:41,546 - net: 80.830 (95.360) 2024-10-18 14:16:53,619 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41098] [top5_cnt 48009] [top_all 50000] 2024-10-18 14:16:53,620 - net_E: 82.196 (96.018) 2024-10-18 14:16:53,764 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 14:16:53,764 - ==> Total time: 2 days, 23:03:34 Eta: 21:42:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:17:07,698 - Train: 76.60% [958300/1251000] [766.0/1000.0] [batch_t 0.231 (0.278)] [data_t 0.009] [optim_t 0.222] [lr 0.000413] [CE 4.205 (3.933)] [KD 2.482 (2.226)] 2024-10-18 14:17:19,742 - Train: 76.61% [958350/1251000] [766.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000413] [CE 4.117 (3.873)] [KD 2.308 (2.175)] 2024-10-18 14:17:31,675 - Train: 76.61% [958400/1251000] [766.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000413] [CE 3.934 (3.911)] [KD 2.254 (2.185)] 2024-10-18 14:17:43,607 - Train: 76.61% [958450/1251000] [766.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000413] [CE 3.907 (3.939)] [KD 2.350 (2.194)] 2024-10-18 14:17:55,910 - Train: 76.62% [958500/1251000] [766.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000413] [CE 3.589 (3.913)] [KD 1.954 (2.198)] 2024-10-18 14:18:07,641 - Train: 76.62% [958550/1251000] [766.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000413] [CE 3.838 (3.888)] [KD 2.260 (2.182)] 2024-10-18 14:18:19,869 - Train: 76.63% [958600/1251000] [766.3/1000.0] [batch_t 0.379 (0.244)] [data_t 0.009] [optim_t 0.370] [lr 0.000413] [CE 4.177 (3.956)] [KD 2.290 (2.214)] 2024-10-18 14:18:32,036 - Train: 76.63% [958650/1251000] [766.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000413] [CE 3.762 (3.982)] [KD 2.241 (2.224)] 2024-10-18 14:18:44,143 - Train: 76.63% [958700/1251000] [766.3/1000.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.000412] [CE 3.813 (3.864)] [KD 2.081 (2.177)] 2024-10-18 14:18:56,469 - Train: 76.64% [958750/1251000] [766.4/1000.0] [batch_t 0.277 (0.246)] [data_t 0.009] [optim_t 0.268] [lr 0.000412] [CE 3.907 (3.926)] [KD 2.281 (2.223)] 2024-10-18 14:19:09,032 - Train: 76.64% [958800/1251000] [766.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000412] [CE 3.923 (3.941)] [KD 2.301 (2.213)] 2024-10-18 14:19:21,084 - Train: 76.65% [958850/1251000] [766.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000412] [CE 3.545 (3.960)] [KD 2.075 (2.223)] 2024-10-18 14:19:33,531 - Train: 76.65% [958900/1251000] [766.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000412] [CE 4.215 (3.981)] [KD 2.359 (2.238)] 2024-10-18 14:19:45,771 - Train: 76.65% [958950/1251000] [766.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000412] [CE 3.777 (3.885)] [KD 2.204 (2.190)] 2024-10-18 14:19:57,977 - Train: 76.66% [959000/1251000] [766.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000412] [CE 4.339 (4.028)] [KD 2.472 (2.272)] 2024-10-18 14:20:10,088 - Train: 76.66% [959050/1251000] [766.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000412] [CE 4.140 (3.869)] [KD 2.374 (2.197)] 2024-10-18 14:20:22,396 - Train: 76.67% [959100/1251000] [766.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000411] [CE 3.822 (4.047)] [KD 2.208 (2.251)] 2024-10-18 14:20:34,487 - Train: 76.67% [959150/1251000] [766.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000411] [CE 3.783 (3.954)] [KD 2.197 (2.198)] 2024-10-18 14:20:46,461 - Train: 76.67% [959200/1251000] [766.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000411] [CE 4.664 (3.936)] [KD 2.488 (2.209)] 2024-10-18 14:20:58,578 - Train: 76.68% [959250/1251000] [766.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000411] [CE 3.755 (4.009)] [KD 2.152 (2.233)] 2024-10-18 14:21:10,947 - Train: 76.68% [959300/1251000] [766.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000411] [CE 3.884 (3.948)] [KD 2.178 (2.208)] 2024-10-18 14:21:22,829 - Train: 76.69% [959350/1251000] [766.9/1000.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.000411] [CE 3.338 (3.918)] [KD 1.939 (2.215)] 2024-10-18 14:21:35,166 - Train: 76.69% [959400/1251000] [766.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000411] [CE 3.627 (3.960)] [KD 2.083 (2.212)] 2024-10-18 14:21:47,485 - Train: 76.69% [959450/1251000] [766.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000411] [CE 3.671 (3.897)] [KD 2.065 (2.191)] 2024-10-18 14:21:59,363 - Train: 76.70% [959500/1251000] [767.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000410] [CE 4.266 (4.017)] [KD 2.443 (2.240)] 2024-10-18 14:22:15,712 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40280] [top5_cnt 47642] [top_all 50000] 2024-10-18 14:22:15,712 - net: 80.560 (95.284) 2024-10-18 14:22:28,211 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 41093] [top5_cnt 48014] [top_all 50000] 2024-10-18 14:22:28,211 - net_E: 82.186 (96.028) 2024-10-18 14:22:28,327 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.236 (epoch: 757)] 2024-10-18 14:22:28,327 - ==> Total time: 2 days, 23:09:08 Eta: 21:36:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:22:39,775 - Train: 76.70% [959550/1251000] [767.0/1000.0] [batch_t 0.235 (0.302)] [data_t 0.009] [optim_t 0.226] [lr 0.000410] [CE 3.711 (3.849)] [KD 2.121 (2.133)] 2024-10-18 14:22:52,189 - Train: 76.71% [959600/1251000] [767.1/1000.0] [batch_t 0.432 (0.248)] [data_t 0.009] [optim_t 0.424] [lr 0.000410] [CE 4.102 (3.957)] [KD 2.235 (2.212)] 2024-10-18 14:23:04,124 - Train: 76.71% [959650/1251000] [767.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000410] [CE 3.790 (3.883)] [KD 2.184 (2.197)] 2024-10-18 14:23:16,017 - Train: 76.71% [959700/1251000] [767.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000410] [CE 4.112 (3.952)] [KD 2.219 (2.211)] 2024-10-18 14:23:28,035 - Train: 76.72% [959750/1251000] [767.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000410] [CE 3.813 (3.980)] [KD 2.233 (2.199)] 2024-10-18 14:23:40,152 - Train: 76.72% [959800/1251000] [767.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000410] [CE 4.164 (3.892)] [KD 2.289 (2.172)] 2024-10-18 14:23:51,845 - Train: 76.73% [959850/1251000] [767.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000410] [CE 3.841 (3.916)] [KD 2.180 (2.210)] 2024-10-18 14:24:03,860 - Train: 76.73% [959900/1251000] [767.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000409] [CE 3.946 (3.960)] [KD 2.120 (2.226)] 2024-10-18 14:24:15,695 - Train: 76.73% [959950/1251000] [767.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000409] [CE 3.737 (3.968)] [KD 2.058 (2.202)] 2024-10-18 14:24:27,662 - Train: 76.74% [960000/1251000] [767.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000409] [CE 3.791 (3.927)] [KD 2.189 (2.222)] 2024-10-18 14:24:39,530 - Train: 76.74% [960050/1251000] [767.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000409] [CE 3.924 (3.890)] [KD 2.118 (2.199)] 2024-10-18 14:24:51,327 - Train: 76.75% [960100/1251000] [767.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000409] [CE 3.977 (3.961)] [KD 2.187 (2.206)] 2024-10-18 14:25:03,355 - Train: 76.75% [960150/1251000] [767.5/1000.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.000409] [CE 3.514 (3.951)] [KD 1.936 (2.205)] 2024-10-18 14:25:15,618 - Train: 76.75% [960200/1251000] [767.5/1000.0] [batch_t 0.322 (0.245)] [data_t 0.009] [optim_t 0.313] [lr 0.000409] [CE 4.305 (3.985)] [KD 2.476 (2.246)] 2024-10-18 14:25:27,882 - Train: 76.76% [960250/1251000] [767.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000409] [CE 3.576 (3.895)] [KD 1.931 (2.173)] 2024-10-18 14:25:40,006 - Train: 76.76% [960300/1251000] [767.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000408] [CE 3.628 (3.967)] [KD 1.992 (2.213)] 2024-10-18 14:25:51,711 - Train: 76.77% [960350/1251000] [767.7/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000408] [CE 3.958 (3.964)] [KD 2.243 (2.231)] 2024-10-18 14:26:03,739 - Train: 76.77% [960400/1251000] [767.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000408] [CE 3.997 (3.975)] [KD 2.248 (2.216)] 2024-10-18 14:26:16,051 - Train: 76.77% [960450/1251000] [767.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000408] [CE 4.243 (3.882)] [KD 2.345 (2.174)] 2024-10-18 14:26:27,985 - Train: 76.78% [960500/1251000] [767.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000408] [CE 3.986 (3.914)] [KD 2.103 (2.207)] 2024-10-18 14:26:40,098 - Train: 76.78% [960550/1251000] [767.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000408] [CE 3.710 (3.898)] [KD 2.111 (2.202)] 2024-10-18 14:26:52,213 - Train: 76.79% [960600/1251000] [767.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000408] [CE 3.530 (3.915)] [KD 2.057 (2.164)] 2024-10-18 14:27:04,266 - Train: 76.79% [960650/1251000] [767.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000408] [CE 4.092 (4.003)] [KD 2.239 (2.238)] 2024-10-18 14:27:16,457 - Train: 76.79% [960700/1251000] [767.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000407] [CE 3.755 (3.968)] [KD 2.068 (2.207)] 2024-10-18 14:27:28,420 - Train: 76.80% [960750/1251000] [768.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000407] [CE 3.460 (3.948)] [KD 1.942 (2.236)] 2024-10-18 14:27:45,323 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40298] [top5_cnt 47638] [top_all 50000] 2024-10-18 14:27:45,324 - net: 80.596 (95.276) 2024-10-18 14:27:57,565 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41120] [top5_cnt 48006] [top_all 50000] 2024-10-18 14:27:57,566 - net_E: 82.240 (96.012) 2024-10-18 14:27:57,698 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.240 (epoch: 768)] 2024-10-18 14:27:57,698 - ==> Total time: 2 days, 23:14:38 Eta: 21:31:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:28:17,586 - Train: 76.80% [960800/1251000] [768.0/1000.0] [batch_t 0.236 (0.272)] [data_t 0.009] [optim_t 0.227] [lr 0.000407] [CE 4.388 (3.967)] [KD 2.420 (2.237)] 2024-10-18 14:28:29,584 - Train: 76.81% [960850/1251000] [768.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000407] [CE 4.096 (4.009)] [KD 2.332 (2.258)] 2024-10-18 14:28:41,874 - Train: 76.81% [960900/1251000] [768.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000407] [CE 4.017 (3.904)] [KD 2.082 (2.181)] 2024-10-18 14:28:53,697 - Train: 76.81% [960950/1251000] [768.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000407] [CE 3.562 (3.960)] [KD 2.016 (2.190)] 2024-10-18 14:29:06,159 - Train: 76.82% [961000/1251000] [768.2/1000.0] [batch_t 0.292 (0.249)] [data_t 0.009] [optim_t 0.283] [lr 0.000407] [CE 3.936 (3.943)] [KD 2.302 (2.209)] 2024-10-18 14:29:18,292 - Train: 76.82% [961050/1251000] [768.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000407] [CE 3.640 (3.901)] [KD 2.192 (2.169)] 2024-10-18 14:29:30,633 - Train: 76.83% [961100/1251000] [768.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000406] [CE 4.364 (3.949)] [KD 2.305 (2.201)] 2024-10-18 14:29:43,104 - Train: 76.83% [961150/1251000] [768.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000406] [CE 3.646 (4.008)] [KD 1.970 (2.224)] 2024-10-18 14:29:55,565 - Train: 76.83% [961200/1251000] [768.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000406] [CE 3.648 (3.955)] [KD 2.105 (2.198)] 2024-10-18 14:30:07,864 - Train: 76.84% [961250/1251000] [768.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000406] [CE 3.883 (3.951)] [KD 2.197 (2.203)] 2024-10-18 14:30:20,099 - Train: 76.84% [961300/1251000] [768.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000406] [CE 4.312 (3.975)] [KD 2.396 (2.240)] 2024-10-18 14:30:32,451 - Train: 76.85% [961350/1251000] [768.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000406] [CE 4.027 (3.985)] [KD 2.175 (2.234)] 2024-10-18 14:30:44,370 - Train: 76.85% [961400/1251000] [768.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000406] [CE 4.362 (3.916)] [KD 2.272 (2.170)] 2024-10-18 14:30:56,288 - Train: 76.85% [961450/1251000] [768.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000406] [CE 3.949 (3.919)] [KD 2.143 (2.179)] 2024-10-18 14:31:08,367 - Train: 76.86% [961500/1251000] [768.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000405] [CE 3.903 (3.957)] [KD 2.207 (2.194)] 2024-10-18 14:31:20,351 - Train: 76.86% [961550/1251000] [768.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000405] [CE 3.969 (3.939)] [KD 2.334 (2.203)] 2024-10-18 14:31:32,595 - Train: 76.87% [961600/1251000] [768.7/1000.0] [batch_t 0.373 (0.245)] [data_t 0.009] [optim_t 0.364] [lr 0.000405] [CE 3.615 (3.893)] [KD 2.009 (2.189)] 2024-10-18 14:31:44,676 - Train: 76.87% [961650/1251000] [768.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000405] [CE 3.860 (3.992)] [KD 2.151 (2.236)] 2024-10-18 14:31:56,714 - Train: 76.87% [961700/1251000] [768.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000405] [CE 3.329 (3.904)] [KD 1.842 (2.192)] 2024-10-18 14:32:08,454 - Train: 76.88% [961750/1251000] [768.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000405] [CE 3.911 (3.925)] [KD 2.198 (2.176)] 2024-10-18 14:32:20,251 - Train: 76.88% [961800/1251000] [768.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000405] [CE 4.039 (3.911)] [KD 2.206 (2.194)] 2024-10-18 14:32:32,402 - Train: 76.89% [961850/1251000] [768.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000405] [CE 4.367 (3.961)] [KD 2.372 (2.195)] 2024-10-18 14:32:44,511 - Train: 76.89% [961900/1251000] [768.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000404] [CE 3.894 (3.985)] [KD 2.144 (2.232)] 2024-10-18 14:32:56,441 - Train: 76.89% [961950/1251000] [768.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000404] [CE 4.132 (3.939)] [KD 2.236 (2.180)] 2024-10-18 14:33:08,188 - Train: 76.90% [962000/1251000] [769.0/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.000404] [CE 3.674 (3.997)] [KD 2.077 (2.224)] 2024-10-18 14:33:24,986 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40297] [top5_cnt 47654] [top_all 50000] 2024-10-18 14:33:24,987 - net: 80.594 (95.308) 2024-10-18 14:33:37,045 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41131] [top5_cnt 48007] [top_all 50000] 2024-10-18 14:33:37,045 - net_E: 82.262 (96.014) 2024-10-18 14:33:37,170 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 14:33:37,170 - ==> Total time: 2 days, 23:20:17 Eta: 21:25:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:33:50,051 - Train: 76.90% [962050/1251000] [769.0/1000.0] [batch_t 0.236 (0.268)] [data_t 0.009] [optim_t 0.227] [lr 0.000404] [CE 4.142 (3.906)] [KD 2.115 (2.174)] 2024-10-18 14:34:02,106 - Train: 76.91% [962100/1251000] [769.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000404] [CE 3.993 (3.914)] [KD 2.182 (2.189)] 2024-10-18 14:34:13,939 - Train: 76.91% [962150/1251000] [769.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000404] [CE 4.161 (3.941)] [KD 2.347 (2.201)] 2024-10-18 14:34:26,194 - Train: 76.91% [962200/1251000] [769.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000404] [CE 3.836 (3.961)] [KD 1.991 (2.193)] 2024-10-18 14:34:38,182 - Train: 76.92% [962250/1251000] [769.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000404] [CE 3.925 (3.932)] [KD 2.180 (2.213)] 2024-10-18 14:34:49,948 - Train: 76.92% [962300/1251000] [769.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000403] [CE 3.674 (3.916)] [KD 2.004 (2.200)] 2024-10-18 14:35:01,650 - Train: 76.93% [962350/1251000] [769.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000403] [CE 3.906 (3.919)] [KD 2.312 (2.196)] 2024-10-18 14:35:13,823 - Train: 76.93% [962400/1251000] [769.3/1000.0] [batch_t 0.297 (0.243)] [data_t 0.009] [optim_t 0.288] [lr 0.000403] [CE 3.776 (3.986)] [KD 2.176 (2.217)] 2024-10-18 14:35:26,117 - Train: 76.93% [962450/1251000] [769.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000403] [CE 3.569 (3.951)] [KD 1.972 (2.206)] 2024-10-18 14:35:37,830 - Train: 76.94% [962500/1251000] [769.4/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000403] [CE 4.007 (3.900)] [KD 2.282 (2.180)] 2024-10-18 14:35:49,532 - Train: 76.94% [962550/1251000] [769.4/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000403] [CE 4.124 (3.843)] [KD 2.413 (2.159)] 2024-10-18 14:36:01,548 - Train: 76.95% [962600/1251000] [769.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000403] [CE 3.635 (3.925)] [KD 2.041 (2.168)] 2024-10-18 14:36:13,387 - Train: 76.95% [962650/1251000] [769.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000403] [CE 3.912 (3.927)] [KD 2.172 (2.208)] 2024-10-18 14:36:25,065 - Train: 76.95% [962700/1251000] [769.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000402] [CE 3.867 (3.894)] [KD 2.231 (2.199)] 2024-10-18 14:36:37,333 - Train: 76.96% [962750/1251000] [769.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000402] [CE 3.715 (3.961)] [KD 1.993 (2.183)] 2024-10-18 14:36:49,491 - Train: 76.96% [962800/1251000] [769.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000402] [CE 4.029 (3.944)] [KD 2.264 (2.174)] 2024-10-18 14:37:01,375 - Train: 76.97% [962850/1251000] [769.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000402] [CE 3.536 (3.909)] [KD 1.965 (2.198)] 2024-10-18 14:37:13,264 - Train: 76.97% [962900/1251000] [769.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000402] [CE 3.954 (3.906)] [KD 2.241 (2.194)] 2024-10-18 14:37:24,979 - Train: 76.97% [962950/1251000] [769.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000402] [CE 3.991 (3.971)] [KD 2.273 (2.230)] 2024-10-18 14:37:36,920 - Train: 76.98% [963000/1251000] [769.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000402] [CE 4.391 (3.951)] [KD 2.474 (2.200)] 2024-10-18 14:37:49,157 - Train: 76.98% [963050/1251000] [769.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000402] [CE 3.661 (3.955)] [KD 2.059 (2.229)] 2024-10-18 14:38:01,123 - Train: 76.99% [963100/1251000] [769.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000402] [CE 3.154 (3.943)] [KD 1.838 (2.200)] 2024-10-18 14:38:12,776 - Train: 76.99% [963150/1251000] [769.9/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000401] [CE 4.059 (3.999)] [KD 2.258 (2.225)] 2024-10-18 14:38:24,833 - Train: 76.99% [963200/1251000] [769.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000401] [CE 3.672 (3.862)] [KD 2.162 (2.159)] 2024-10-18 14:38:36,756 - Train: 77.00% [963250/1251000] [770.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000401] [CE 4.320 (3.924)] [KD 2.173 (2.178)] 2024-10-18 14:38:53,644 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40267] [top5_cnt 47681] [top_all 50000] 2024-10-18 14:38:53,644 - net: 80.534 (95.362) 2024-10-18 14:39:05,908 - Test (net_E): 100.00% [50/50] [batch_t 0.073 (0.239)] [top1_cnt 41105] [top5_cnt 48013] [top_all 50000] 2024-10-18 14:39:05,908 - net_E: 82.210 (96.026) 2024-10-18 14:39:06,041 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 14:39:06,041 - ==> Total time: 2 days, 23:25:46 Eta: 21:20:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:39:17,011 - Train: 77.00% [963300/1251000] [770.0/1000.0] [batch_t 0.238 (0.323)] [data_t 0.009] [optim_t 0.229] [lr 0.000401] [CE 4.345 (3.951)] [KD 2.425 (2.210)] 2024-10-18 14:39:29,278 - Train: 77.01% [963350/1251000] [770.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000401] [CE 4.249 (3.904)] [KD 2.291 (2.182)] 2024-10-18 14:39:41,232 - Train: 77.01% [963400/1251000] [770.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000401] [CE 4.035 (3.969)] [KD 2.033 (2.199)] 2024-10-18 14:39:53,529 - Train: 77.01% [963450/1251000] [770.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000401] [CE 3.816 (3.981)] [KD 1.942 (2.202)] 2024-10-18 14:40:05,419 - Train: 77.02% [963500/1251000] [770.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000401] [CE 4.215 (3.970)] [KD 2.371 (2.206)] 2024-10-18 14:40:17,364 - Train: 77.02% [963550/1251000] [770.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000400] [CE 4.197 (3.988)] [KD 2.385 (2.205)] 2024-10-18 14:40:29,251 - Train: 77.03% [963600/1251000] [770.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000400] [CE 3.959 (3.944)] [KD 2.196 (2.184)] 2024-10-18 14:40:41,270 - Train: 77.03% [963650/1251000] [770.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000400] [CE 3.972 (4.007)] [KD 2.268 (2.231)] 2024-10-18 14:40:52,994 - Train: 77.03% [963700/1251000] [770.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000400] [CE 3.990 (3.933)] [KD 2.180 (2.189)] 2024-10-18 14:41:05,253 - Train: 77.04% [963750/1251000] [770.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000400] [CE 3.929 (3.966)] [KD 2.191 (2.216)] 2024-10-18 14:41:17,395 - Train: 77.04% [963800/1251000] [770.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000400] [CE 4.100 (3.882)] [KD 2.093 (2.176)] 2024-10-18 14:41:29,452 - Train: 77.05% [963850/1251000] [770.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000400] [CE 4.029 (3.937)] [KD 2.171 (2.199)] 2024-10-18 14:41:41,291 - Train: 77.05% [963900/1251000] [770.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000400] [CE 3.875 (3.995)] [KD 2.196 (2.229)] 2024-10-18 14:41:53,452 - Train: 77.05% [963950/1251000] [770.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000399] [CE 3.654 (3.973)] [KD 1.976 (2.231)] 2024-10-18 14:42:05,462 - Train: 77.06% [964000/1251000] [770.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000399] [CE 4.052 (3.939)] [KD 2.232 (2.192)] 2024-10-18 14:42:17,374 - Train: 77.06% [964050/1251000] [770.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000399] [CE 4.215 (3.994)] [KD 2.412 (2.215)] 2024-10-18 14:42:29,775 - Train: 77.07% [964100/1251000] [770.7/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000399] [CE 3.660 (3.875)] [KD 2.068 (2.167)] 2024-10-18 14:42:42,168 - Train: 77.07% [964150/1251000] [770.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000399] [CE 4.165 (3.990)] [KD 2.365 (2.234)] 2024-10-18 14:42:54,159 - Train: 77.07% [964200/1251000] [770.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000399] [CE 3.882 (3.938)] [KD 1.992 (2.201)] 2024-10-18 14:43:06,205 - Train: 77.08% [964250/1251000] [770.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000399] [CE 4.214 (3.992)] [KD 2.398 (2.241)] 2024-10-18 14:43:18,060 - Train: 77.08% [964300/1251000] [770.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000399] [CE 3.842 (3.981)] [KD 2.177 (2.204)] 2024-10-18 14:43:30,121 - Train: 77.09% [964350/1251000] [770.9/1000.0] [batch_t 0.375 (0.241)] [data_t 0.009] [optim_t 0.366] [lr 0.000398] [CE 4.063 (3.963)] [KD 2.222 (2.229)] 2024-10-18 14:43:42,383 - Train: 77.09% [964400/1251000] [770.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000398] [CE 3.861 (3.975)] [KD 2.188 (2.208)] 2024-10-18 14:43:54,264 - Train: 77.09% [964450/1251000] [770.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000398] [CE 3.968 (3.901)] [KD 2.318 (2.199)] 2024-10-18 14:44:06,147 - Train: 77.10% [964500/1251000] [771.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000398] [CE 3.586 (3.959)] [KD 2.002 (2.225)] 2024-10-18 14:44:23,280 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 40243] [top5_cnt 47651] [top_all 50000] 2024-10-18 14:44:23,280 - net: 80.486 (95.302) 2024-10-18 14:44:35,371 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41086] [top5_cnt 48010] [top_all 50000] 2024-10-18 14:44:35,372 - net_E: 82.172 (96.020) 2024-10-18 14:44:35,507 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 14:44:35,508 - ==> Total time: 2 days, 23:31:16 Eta: 21:14:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:44:46,241 - Train: 77.10% [964550/1251000] [771.0/1000.0] [batch_t 0.232 (0.324)] [data_t 0.009] [optim_t 0.223] [lr 0.000398] [CE 3.639 (3.919)] [KD 2.141 (2.197)] 2024-10-18 14:44:58,636 - Train: 77.11% [964600/1251000] [771.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000398] [CE 3.631 (3.995)] [KD 1.897 (2.230)] 2024-10-18 14:45:10,860 - Train: 77.11% [964650/1251000] [771.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000398] [CE 4.147 (3.978)] [KD 2.312 (2.241)] 2024-10-18 14:45:22,908 - Train: 77.11% [964700/1251000] [771.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000398] [CE 3.909 (3.873)] [KD 2.064 (2.146)] 2024-10-18 14:45:34,790 - Train: 77.12% [964750/1251000] [771.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000397] [CE 4.184 (3.960)] [KD 2.299 (2.191)] 2024-10-18 14:45:46,756 - Train: 77.12% [964800/1251000] [771.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000397] [CE 3.557 (3.970)] [KD 1.922 (2.185)] 2024-10-18 14:45:59,440 - Train: 77.13% [964850/1251000] [771.3/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000397] [CE 4.017 (3.921)] [KD 2.137 (2.173)] 2024-10-18 14:46:11,546 - Train: 77.13% [964900/1251000] [771.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000397] [CE 3.499 (3.944)] [KD 2.076 (2.170)] 2024-10-18 14:46:23,537 - Train: 77.13% [964950/1251000] [771.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000397] [CE 4.329 (3.930)] [KD 2.441 (2.179)] 2024-10-18 14:46:35,892 - Train: 77.14% [965000/1251000] [771.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000397] [CE 3.979 (3.945)] [KD 2.127 (2.213)] 2024-10-18 14:46:48,287 - Train: 77.14% [965050/1251000] [771.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000397] [CE 4.191 (3.964)] [KD 2.287 (2.188)] 2024-10-18 14:47:00,559 - Train: 77.15% [965100/1251000] [771.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000397] [CE 4.075 (3.888)] [KD 2.329 (2.198)] 2024-10-18 14:47:13,375 - Train: 77.15% [965150/1251000] [771.5/1000.0] [batch_t 0.244 (0.256)] [data_t 0.009] [optim_t 0.235] [lr 0.000396] [CE 3.432 (3.944)] [KD 1.993 (2.176)] 2024-10-18 14:47:25,531 - Train: 77.15% [965200/1251000] [771.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000396] [CE 4.044 (3.936)] [KD 2.315 (2.198)] 2024-10-18 14:47:37,941 - Train: 77.16% [965250/1251000] [771.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000396] [CE 3.986 (3.940)] [KD 2.409 (2.172)] 2024-10-18 14:47:50,156 - Train: 77.16% [965300/1251000] [771.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000396] [CE 3.512 (3.921)] [KD 1.883 (2.188)] 2024-10-18 14:48:02,675 - Train: 77.17% [965350/1251000] [771.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000396] [CE 3.769 (3.967)] [KD 2.109 (2.189)] 2024-10-18 14:48:15,020 - Train: 77.17% [965400/1251000] [771.7/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.000396] [CE 3.841 (3.913)] [KD 2.166 (2.162)] 2024-10-18 14:48:27,783 - Train: 77.17% [965450/1251000] [771.7/1000.0] [batch_t 0.246 (0.255)] [data_t 0.009] [optim_t 0.237] [lr 0.000396] [CE 3.748 (3.988)] [KD 2.112 (2.234)] 2024-10-18 14:48:39,635 - Train: 77.18% [965500/1251000] [771.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000396] [CE 3.595 (3.864)] [KD 1.994 (2.159)] 2024-10-18 14:48:52,102 - Train: 77.18% [965550/1251000] [771.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000395] [CE 4.170 (3.980)] [KD 2.255 (2.189)] 2024-10-18 14:49:04,302 - Train: 77.19% [965600/1251000] [771.9/1000.0] [batch_t 0.264 (0.244)] [data_t 0.009] [optim_t 0.255] [lr 0.000395] [CE 3.829 (3.941)] [KD 2.152 (2.189)] 2024-10-18 14:49:16,606 - Train: 77.19% [965650/1251000] [771.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000395] [CE 4.261 (3.985)] [KD 2.301 (2.235)] 2024-10-18 14:49:28,911 - Train: 77.19% [965700/1251000] [771.9/1000.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.000395] [CE 4.472 (3.937)] [KD 2.403 (2.188)] 2024-10-18 14:49:41,366 - Train: 77.20% [965750/1251000] [772.0/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000395] [CE 4.253 (3.940)] [KD 2.324 (2.214)] 2024-10-18 14:49:58,495 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40358] [top5_cnt 47629] [top_all 50000] 2024-10-18 14:49:58,496 - net: 80.716 (95.258) 2024-10-18 14:50:10,955 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41098] [top5_cnt 48018] [top_all 50000] 2024-10-18 14:50:10,955 - net_E: 82.196 (96.036) 2024-10-18 14:50:11,112 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 14:50:11,112 - ==> Total time: 2 days, 23:36:51 Eta: 21:09:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:50:21,432 - Train: 77.20% [965800/1251000] [772.0/1000.0] [batch_t 0.236 (0.315)] [data_t 0.009] [optim_t 0.227] [lr 0.000395] [CE 3.884 (3.856)] [KD 2.390 (2.131)] 2024-10-18 14:50:33,634 - Train: 77.21% [965850/1251000] [772.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000395] [CE 4.224 (3.921)] [KD 2.272 (2.170)] 2024-10-18 14:50:46,165 - Train: 77.21% [965900/1251000] [772.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000395] [CE 3.783 (3.903)] [KD 2.125 (2.180)] 2024-10-18 14:50:58,430 - Train: 77.21% [965950/1251000] [772.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000395] [CE 4.461 (3.878)] [KD 2.400 (2.155)] 2024-10-18 14:51:10,195 - Train: 77.22% [966000/1251000] [772.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000394] [CE 3.706 (3.878)] [KD 2.108 (2.182)] 2024-10-18 14:51:22,210 - Train: 77.22% [966050/1251000] [772.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000394] [CE 3.889 (3.924)] [KD 2.146 (2.186)] 2024-10-18 14:51:34,656 - Train: 77.23% [966100/1251000] [772.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000394] [CE 3.599 (3.946)] [KD 2.076 (2.190)] 2024-10-18 14:51:46,671 - Train: 77.23% [966150/1251000] [772.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000394] [CE 4.135 (3.902)] [KD 2.276 (2.152)] 2024-10-18 14:51:58,693 - Train: 77.23% [966200/1251000] [772.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000394] [CE 4.036 (3.913)] [KD 2.287 (2.173)] 2024-10-18 14:52:11,052 - Train: 77.24% [966250/1251000] [772.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000394] [CE 4.399 (3.900)] [KD 2.431 (2.181)] 2024-10-18 14:52:23,133 - Train: 77.24% [966300/1251000] [772.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000394] [CE 4.279 (3.945)] [KD 2.437 (2.204)] 2024-10-18 14:52:35,216 - Train: 77.25% [966350/1251000] [772.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000394] [CE 4.013 (3.907)] [KD 2.220 (2.168)] 2024-10-18 14:52:46,996 - Train: 77.25% [966400/1251000] [772.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000393] [CE 4.194 (3.966)] [KD 2.297 (2.178)] 2024-10-18 14:52:59,083 - Train: 77.25% [966450/1251000] [772.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000393] [CE 3.847 (3.870)] [KD 2.202 (2.156)] 2024-10-18 14:53:11,298 - Train: 77.26% [966500/1251000] [772.6/1000.0] [batch_t 0.396 (0.244)] [data_t 0.009] [optim_t 0.387] [lr 0.000393] [CE 3.887 (3.962)] [KD 2.310 (2.217)] 2024-10-18 14:53:23,853 - Train: 77.26% [966550/1251000] [772.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000393] [CE 4.134 (3.895)] [KD 2.179 (2.182)] 2024-10-18 14:53:35,776 - Train: 77.27% [966600/1251000] [772.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000393] [CE 3.910 (3.940)] [KD 2.179 (2.183)] 2024-10-18 14:53:47,949 - Train: 77.27% [966650/1251000] [772.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000393] [CE 4.382 (3.925)] [KD 2.159 (2.196)] 2024-10-18 14:53:59,921 - Train: 77.27% [966700/1251000] [772.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000393] [CE 3.671 (3.936)] [KD 2.171 (2.227)] 2024-10-18 14:54:12,225 - Train: 77.28% [966750/1251000] [772.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000393] [CE 4.596 (3.953)] [KD 2.337 (2.235)] 2024-10-18 14:54:24,126 - Train: 77.28% [966800/1251000] [772.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000392] [CE 3.939 (3.883)] [KD 2.148 (2.159)] 2024-10-18 14:54:36,321 - Train: 77.29% [966850/1251000] [772.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000392] [CE 3.512 (3.912)] [KD 1.990 (2.181)] 2024-10-18 14:54:48,741 - Train: 77.29% [966900/1251000] [772.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000392] [CE 3.767 (3.915)] [KD 2.127 (2.172)] 2024-10-18 14:55:01,119 - Train: 77.29% [966950/1251000] [772.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000392] [CE 3.975 (3.951)] [KD 2.177 (2.188)] 2024-10-18 14:55:13,151 - Train: 77.30% [967000/1251000] [773.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000392] [CE 3.863 (3.905)] [KD 2.235 (2.177)] 2024-10-18 14:55:30,843 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40361] [top5_cnt 47703] [top_all 50000] 2024-10-18 14:55:30,844 - net: 80.722 (95.406) 2024-10-18 14:55:43,273 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41089] [top5_cnt 48014] [top_all 50000] 2024-10-18 14:55:43,273 - net_E: 82.178 (96.028) 2024-10-18 14:55:43,421 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 14:55:43,422 - ==> Total time: 2 days, 23:42:24 Eta: 21:03:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 14:55:53,630 - Train: 77.30% [967050/1251000] [773.0/1000.0] [batch_t 0.234 (0.327)] [data_t 0.009] [optim_t 0.225] [lr 0.000392] [CE 4.559 (3.956)] [KD 2.413 (2.205)] 2024-10-18 14:56:05,804 - Train: 77.31% [967100/1251000] [773.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000392] [CE 3.906 (3.860)] [KD 2.096 (2.145)] 2024-10-18 14:56:18,210 - Train: 77.31% [967150/1251000] [773.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000392] [CE 3.892 (3.905)] [KD 2.097 (2.170)] 2024-10-18 14:56:30,114 - Train: 77.31% [967200/1251000] [773.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000391] [CE 4.115 (3.933)] [KD 2.306 (2.172)] 2024-10-18 14:56:41,907 - Train: 77.32% [967250/1251000] [773.2/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000391] [CE 3.681 (3.841)] [KD 2.088 (2.154)] 2024-10-18 14:56:53,988 - Train: 77.32% [967300/1251000] [773.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000391] [CE 4.626 (3.962)] [KD 2.556 (2.198)] 2024-10-18 14:57:06,108 - Train: 77.33% [967350/1251000] [773.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000391] [CE 4.300 (3.889)] [KD 2.334 (2.152)] 2024-10-18 14:57:18,005 - Train: 77.33% [967400/1251000] [773.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000391] [CE 3.610 (3.926)] [KD 2.054 (2.158)] 2024-10-18 14:57:30,087 - Train: 77.33% [967450/1251000] [773.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000391] [CE 4.231 (3.944)] [KD 2.212 (2.206)] 2024-10-18 14:57:42,106 - Train: 77.34% [967500/1251000] [773.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000391] [CE 3.488 (3.902)] [KD 1.946 (2.176)] 2024-10-18 14:57:54,142 - Train: 77.34% [967550/1251000] [773.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000391] [CE 3.891 (3.923)] [KD 2.307 (2.191)] 2024-10-18 14:58:06,212 - Train: 77.35% [967600/1251000] [773.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000390] [CE 3.946 (3.951)] [KD 2.251 (2.165)] 2024-10-18 14:58:17,964 - Train: 77.35% [967650/1251000] [773.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000390] [CE 3.748 (3.909)] [KD 2.015 (2.195)] 2024-10-18 14:58:29,848 - Train: 77.35% [967700/1251000] [773.5/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000390] [CE 3.698 (3.869)] [KD 2.040 (2.151)] 2024-10-18 14:58:42,249 - Train: 77.36% [967750/1251000] [773.6/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.000390] [CE 3.961 (3.943)] [KD 2.231 (2.195)] 2024-10-18 14:58:54,071 - Train: 77.36% [967800/1251000] [773.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000390] [CE 4.167 (3.989)] [KD 2.521 (2.214)] 2024-10-18 14:59:05,915 - Train: 77.37% [967850/1251000] [773.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000390] [CE 4.035 (3.990)] [KD 2.166 (2.190)] 2024-10-18 14:59:17,859 - Train: 77.37% [967900/1251000] [773.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000390] [CE 4.041 (3.917)] [KD 2.180 (2.162)] 2024-10-18 14:59:30,014 - Train: 77.37% [967950/1251000] [773.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000390] [CE 3.882 (3.926)] [KD 2.243 (2.185)] 2024-10-18 14:59:41,783 - Train: 77.38% [968000/1251000] [773.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000390] [CE 3.452 (3.928)] [KD 1.980 (2.202)] 2024-10-18 14:59:53,812 - Train: 77.38% [968050/1251000] [773.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000389] [CE 4.010 (3.967)] [KD 2.261 (2.193)] 2024-10-18 15:00:05,931 - Train: 77.39% [968100/1251000] [773.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000389] [CE 4.005 (3.935)] [KD 2.033 (2.190)] 2024-10-18 15:00:18,122 - Train: 77.39% [968150/1251000] [773.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000389] [CE 3.556 (3.905)] [KD 2.090 (2.183)] 2024-10-18 15:00:29,968 - Train: 77.39% [968200/1251000] [773.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000389] [CE 4.136 (3.943)] [KD 2.387 (2.194)] 2024-10-18 15:00:41,892 - Train: 77.40% [968250/1251000] [774.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000389] [CE 4.416 (3.973)] [KD 2.532 (2.240)] 2024-10-18 15:00:59,555 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40320] [top5_cnt 47689] [top_all 50000] 2024-10-18 15:00:59,555 - net: 80.640 (95.378) 2024-10-18 15:01:11,814 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41101] [top5_cnt 48013] [top_all 50000] 2024-10-18 15:01:11,814 - net_E: 82.202 (96.026) 2024-10-18 15:01:11,974 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:01:11,975 - ==> Total time: 2 days, 23:47:52 Eta: 20:57:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:01:21,878 - Train: 77.40% [968300/1251000] [774.0/1000.0] [batch_t 0.235 (0.315)] [data_t 0.009] [optim_t 0.226] [lr 0.000389] [CE 3.896 (3.911)] [KD 2.231 (2.162)] 2024-10-18 15:01:33,962 - Train: 77.41% [968350/1251000] [774.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000389] [CE 3.831 (3.861)] [KD 2.038 (2.151)] 2024-10-18 15:01:46,235 - Train: 77.41% [968400/1251000] [774.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000389] [CE 4.060 (3.935)] [KD 2.207 (2.191)] 2024-10-18 15:01:58,359 - Train: 77.41% [968450/1251000] [774.1/1000.0] [batch_t 0.413 (0.242)] [data_t 0.009] [optim_t 0.404] [lr 0.000388] [CE 4.052 (3.980)] [KD 2.173 (2.220)] 2024-10-18 15:02:10,392 - Train: 77.42% [968500/1251000] [774.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000388] [CE 4.212 (3.880)] [KD 2.441 (2.155)] 2024-10-18 15:02:22,404 - Train: 77.42% [968550/1251000] [774.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000388] [CE 3.892 (3.980)] [KD 2.209 (2.195)] 2024-10-18 15:02:34,164 - Train: 77.43% [968600/1251000] [774.3/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000388] [CE 3.690 (4.008)] [KD 2.048 (2.209)] 2024-10-18 15:02:45,988 - Train: 77.43% [968650/1251000] [774.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000388] [CE 3.821 (3.957)] [KD 2.127 (2.153)] 2024-10-18 15:02:58,262 - Train: 77.43% [968700/1251000] [774.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000388] [CE 4.146 (3.922)] [KD 2.294 (2.152)] 2024-10-18 15:03:10,221 - Train: 77.44% [968750/1251000] [774.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000388] [CE 3.532 (3.836)] [KD 1.944 (2.148)] 2024-10-18 15:03:22,234 - Train: 77.44% [968800/1251000] [774.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000388] [CE 3.894 (3.939)] [KD 2.261 (2.208)] 2024-10-18 15:03:34,055 - Train: 77.45% [968850/1251000] [774.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000387] [CE 4.157 (3.967)] [KD 2.281 (2.193)] 2024-10-18 15:03:45,998 - Train: 77.45% [968900/1251000] [774.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000387] [CE 3.475 (3.906)] [KD 2.019 (2.174)] 2024-10-18 15:03:58,023 - Train: 77.45% [968950/1251000] [774.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000387] [CE 3.894 (3.865)] [KD 2.199 (2.149)] 2024-10-18 15:04:10,018 - Train: 77.46% [969000/1251000] [774.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000387] [CE 3.844 (3.904)] [KD 2.111 (2.164)] 2024-10-18 15:04:22,072 - Train: 77.46% [969050/1251000] [774.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000387] [CE 3.893 (3.920)] [KD 2.161 (2.145)] 2024-10-18 15:04:34,124 - Train: 77.47% [969100/1251000] [774.7/1000.0] [batch_t 0.311 (0.241)] [data_t 0.009] [optim_t 0.302] [lr 0.000387] [CE 4.226 (4.004)] [KD 2.313 (2.197)] 2024-10-18 15:04:46,243 - Train: 77.47% [969150/1251000] [774.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000387] [CE 3.708 (3.927)] [KD 2.142 (2.177)] 2024-10-18 15:04:58,260 - Train: 77.47% [969200/1251000] [774.7/1000.0] [batch_t 0.277 (0.240)] [data_t 0.009] [optim_t 0.268] [lr 0.000387] [CE 3.525 (3.953)] [KD 1.961 (2.167)] 2024-10-18 15:05:10,560 - Train: 77.48% [969250/1251000] [774.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000386] [CE 3.559 (3.912)] [KD 2.033 (2.146)] 2024-10-18 15:05:22,549 - Train: 77.48% [969300/1251000] [774.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000386] [CE 3.803 (3.965)] [KD 2.134 (2.197)] 2024-10-18 15:05:34,834 - Train: 77.49% [969350/1251000] [774.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000386] [CE 3.704 (3.923)] [KD 2.218 (2.180)] 2024-10-18 15:05:46,655 - Train: 77.49% [969400/1251000] [774.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000386] [CE 3.714 (3.971)] [KD 2.082 (2.214)] 2024-10-18 15:05:58,649 - Train: 77.49% [969450/1251000] [774.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000386] [CE 3.768 (3.902)] [KD 2.172 (2.178)] 2024-10-18 15:06:10,711 - Train: 77.50% [969500/1251000] [775.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000386] [CE 4.026 (3.965)] [KD 2.353 (2.210)] 2024-10-18 15:06:28,666 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40340] [top5_cnt 47714] [top_all 50000] 2024-10-18 15:06:28,666 - net: 80.680 (95.428) 2024-10-18 15:06:40,825 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41082] [top5_cnt 48017] [top_all 50000] 2024-10-18 15:06:40,826 - net_E: 82.164 (96.034) 2024-10-18 15:06:40,996 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:06:40,996 - ==> Total time: 2 days, 23:53:21 Eta: 20:52:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:06:50,829 - Train: 77.50% [969550/1251000] [775.0/1000.0] [batch_t 0.235 (0.336)] [data_t 0.009] [optim_t 0.226] [lr 0.000386] [CE 4.057 (3.942)] [KD 2.427 (2.163)] 2024-10-18 15:07:02,781 - Train: 77.51% [969600/1251000] [775.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000386] [CE 3.527 (3.924)] [KD 1.869 (2.175)] 2024-10-18 15:07:14,858 - Train: 77.51% [969650/1251000] [775.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000385] [CE 3.715 (3.957)] [KD 2.134 (2.176)] 2024-10-18 15:07:26,597 - Train: 77.51% [969700/1251000] [775.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000385] [CE 3.862 (3.903)] [KD 2.136 (2.167)] 2024-10-18 15:07:38,650 - Train: 77.52% [969750/1251000] [775.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000385] [CE 3.750 (3.943)] [KD 2.205 (2.198)] 2024-10-18 15:07:50,764 - Train: 77.52% [969800/1251000] [775.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000385] [CE 3.763 (3.900)] [KD 2.123 (2.177)] 2024-10-18 15:08:02,682 - Train: 77.53% [969850/1251000] [775.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000385] [CE 4.204 (3.958)] [KD 2.240 (2.181)] 2024-10-18 15:08:14,908 - Train: 77.53% [969900/1251000] [775.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000385] [CE 4.703 (3.995)] [KD 2.570 (2.215)] 2024-10-18 15:08:27,182 - Train: 77.53% [969950/1251000] [775.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000385] [CE 3.908 (3.940)] [KD 2.006 (2.169)] 2024-10-18 15:08:39,264 - Train: 77.54% [970000/1251000] [775.4/1000.0] [batch_t 0.286 (0.242)] [data_t 0.009] [optim_t 0.277] [lr 0.000385] [CE 3.781 (3.901)] [KD 2.123 (2.151)] 2024-10-18 15:08:51,494 - Train: 77.54% [970050/1251000] [775.4/1000.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.000385] [CE 3.987 (3.909)] [KD 2.154 (2.141)] 2024-10-18 15:09:03,704 - Train: 77.55% [970100/1251000] [775.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000384] [CE 4.249 (3.999)] [KD 2.419 (2.201)] 2024-10-18 15:09:16,119 - Train: 77.55% [970150/1251000] [775.5/1000.0] [batch_t 0.434 (0.248)] [data_t 0.009] [optim_t 0.425] [lr 0.000384] [CE 3.344 (3.936)] [KD 1.935 (2.171)] 2024-10-18 15:09:28,145 - Train: 77.55% [970200/1251000] [775.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000384] [CE 3.772 (3.916)] [KD 2.005 (2.152)] 2024-10-18 15:09:40,246 - Train: 77.56% [970250/1251000] [775.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000384] [CE 4.575 (3.857)] [KD 2.513 (2.139)] 2024-10-18 15:09:52,500 - Train: 77.56% [970300/1251000] [775.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000384] [CE 3.948 (3.975)] [KD 2.054 (2.183)] 2024-10-18 15:10:04,904 - Train: 77.57% [970350/1251000] [775.7/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.000384] [CE 4.223 (4.011)] [KD 2.225 (2.236)] 2024-10-18 15:10:17,187 - Train: 77.57% [970400/1251000] [775.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000384] [CE 3.629 (3.920)] [KD 1.925 (2.166)] 2024-10-18 15:10:29,416 - Train: 77.57% [970450/1251000] [775.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000384] [CE 3.672 (3.851)] [KD 2.154 (2.104)] 2024-10-18 15:10:41,450 - Train: 77.58% [970500/1251000] [775.8/1000.0] [batch_t 0.316 (0.241)] [data_t 0.009] [optim_t 0.307] [lr 0.000383] [CE 4.507 (3.941)] [KD 2.356 (2.195)] 2024-10-18 15:10:53,724 - Train: 77.58% [970550/1251000] [775.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000383] [CE 4.163 (3.959)] [KD 2.218 (2.184)] 2024-10-18 15:11:05,685 - Train: 77.59% [970600/1251000] [775.9/1000.0] [batch_t 0.283 (0.239)] [data_t 0.009] [optim_t 0.274] [lr 0.000383] [CE 4.094 (3.916)] [KD 2.150 (2.166)] 2024-10-18 15:11:17,959 - Train: 77.59% [970650/1251000] [775.9/1000.0] [batch_t 0.258 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.000383] [CE 4.306 (3.998)] [KD 2.511 (2.228)] 2024-10-18 15:11:30,317 - Train: 77.59% [970700/1251000] [775.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000383] [CE 4.143 (3.901)] [KD 2.290 (2.154)] 2024-10-18 15:11:42,502 - Train: 77.60% [970750/1251000] [776.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000383] [CE 4.163 (3.887)] [KD 2.395 (2.152)] 2024-10-18 15:12:00,811 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40328] [top5_cnt 47708] [top_all 50000] 2024-10-18 15:12:00,811 - net: 80.656 (95.416) 2024-10-18 15:12:13,499 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 41116] [top5_cnt 48009] [top_all 50000] 2024-10-18 15:12:13,499 - net_E: 82.232 (96.018) 2024-10-18 15:12:13,658 - Max [top1: 80.830 (epoch: 766)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:12:13,658 - ==> Total time: 2 days, 23:58:54 Eta: 20:46:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:12:23,092 - Train: 77.60% [970800/1251000] [776.0/1000.0] [batch_t 0.232 (0.327)] [data_t 0.009] [optim_t 0.223] [lr 0.000383] [CE 3.770 (3.843)] [KD 2.085 (2.109)] 2024-10-18 15:12:35,549 - Train: 77.61% [970850/1251000] [776.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000383] [CE 3.838 (3.933)] [KD 1.992 (2.153)] 2024-10-18 15:12:47,522 - Train: 77.61% [970900/1251000] [776.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000382] [CE 4.305 (3.979)] [KD 2.380 (2.175)] 2024-10-18 15:12:59,353 - Train: 77.61% [970950/1251000] [776.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000382] [CE 3.695 (3.922)] [KD 2.160 (2.174)] 2024-10-18 15:13:11,498 - Train: 77.62% [971000/1251000] [776.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000382] [CE 4.213 (3.930)] [KD 2.283 (2.170)] 2024-10-18 15:13:23,994 - Train: 77.62% [971050/1251000] [776.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000382] [CE 3.656 (3.936)] [KD 1.924 (2.163)] 2024-10-18 15:13:36,085 - Train: 77.63% [971100/1251000] [776.3/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.000382] [CE 3.939 (3.867)] [KD 2.062 (2.138)] 2024-10-18 15:13:47,955 - Train: 77.63% [971150/1251000] [776.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000382] [CE 4.210 (3.877)] [KD 2.302 (2.145)] 2024-10-18 15:14:00,392 - Train: 77.63% [971200/1251000] [776.3/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000382] [CE 4.057 (3.873)] [KD 2.299 (2.148)] 2024-10-18 15:14:12,562 - Train: 77.64% [971250/1251000] [776.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000382] [CE 4.259 (4.002)] [KD 2.230 (2.169)] 2024-10-18 15:14:24,789 - Train: 77.64% [971300/1251000] [776.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000382] [CE 3.923 (3.945)] [KD 2.043 (2.157)] 2024-10-18 15:14:36,851 - Train: 77.65% [971350/1251000] [776.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000381] [CE 3.727 (3.938)] [KD 2.108 (2.175)] 2024-10-18 15:14:48,917 - Train: 77.65% [971400/1251000] [776.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000381] [CE 3.889 (3.916)] [KD 2.169 (2.148)] 2024-10-18 15:15:01,026 - Train: 77.65% [971450/1251000] [776.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000381] [CE 3.957 (3.882)] [KD 2.117 (2.146)] 2024-10-18 15:15:13,066 - Train: 77.66% [971500/1251000] [776.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000381] [CE 4.189 (3.995)] [KD 2.357 (2.207)] 2024-10-18 15:15:25,213 - Train: 77.66% [971550/1251000] [776.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000381] [CE 3.677 (3.947)] [KD 2.011 (2.168)] 2024-10-18 15:15:37,246 - Train: 77.67% [971600/1251000] [776.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000381] [CE 4.178 (3.934)] [KD 2.282 (2.169)] 2024-10-18 15:15:49,405 - Train: 77.67% [971650/1251000] [776.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000381] [CE 4.117 (3.957)] [KD 2.179 (2.208)] 2024-10-18 15:16:01,220 - Train: 77.67% [971700/1251000] [776.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000381] [CE 3.990 (3.909)] [KD 2.129 (2.154)] 2024-10-18 15:16:13,264 - Train: 77.68% [971750/1251000] [776.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000380] [CE 3.706 (3.953)] [KD 2.020 (2.176)] 2024-10-18 15:16:25,126 - Train: 77.68% [971800/1251000] [776.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000380] [CE 3.949 (3.976)] [KD 2.245 (2.203)] 2024-10-18 15:16:37,487 - Train: 77.69% [971850/1251000] [776.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000380] [CE 4.171 (3.951)] [KD 2.373 (2.179)] 2024-10-18 15:16:49,710 - Train: 77.69% [971900/1251000] [776.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000380] [CE 3.981 (3.939)] [KD 2.297 (2.186)] 2024-10-18 15:17:01,492 - Train: 77.69% [971950/1251000] [776.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000380] [CE 3.728 (3.894)] [KD 2.076 (2.154)] 2024-10-18 15:17:13,669 - Train: 77.70% [972000/1251000] [777.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000380] [CE 4.441 (3.896)] [KD 2.497 (2.165)] 2024-10-18 15:17:32,975 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40425] [top5_cnt 47695] [top_all 50000] 2024-10-18 15:17:32,975 - net: 80.850 (95.390) 2024-10-18 15:17:45,961 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 41110] [top5_cnt 48012] [top_all 50000] 2024-10-18 15:17:45,962 - net_E: 82.220 (96.024) 2024-10-18 15:17:46,142 - Max [top1: 80.850 (epoch: 777)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:17:46,142 - ==> Total time: 3 days, 0:04:26 Eta: 20:41:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:17:57,313 - Train: 77.70% [972050/1251000] [777.0/1000.0] [batch_t 0.240 (0.296)] [data_t 0.009] [optim_t 0.231] [lr 0.000380] [CE 3.857 (3.963)] [KD 2.119 (2.179)] 2024-10-18 15:18:09,287 - Train: 77.71% [972100/1251000] [777.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000380] [CE 3.797 (3.895)] [KD 2.211 (2.133)] 2024-10-18 15:18:21,735 - Train: 77.71% [972150/1251000] [777.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000379] [CE 3.612 (3.901)] [KD 1.982 (2.176)] 2024-10-18 15:18:33,430 - Train: 77.71% [972200/1251000] [777.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000379] [CE 4.042 (3.913)] [KD 2.352 (2.166)] 2024-10-18 15:18:45,455 - Train: 77.72% [972250/1251000] [777.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000379] [CE 3.992 (3.915)] [KD 2.157 (2.162)] 2024-10-18 15:18:57,510 - Train: 77.72% [972300/1251000] [777.2/1000.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000379] [CE 3.963 (3.936)] [KD 2.079 (2.186)] 2024-10-18 15:19:09,569 - Train: 77.73% [972350/1251000] [777.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000379] [CE 4.359 (4.035)] [KD 2.458 (2.217)] 2024-10-18 15:19:21,368 - Train: 77.73% [972400/1251000] [777.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000379] [CE 3.953 (3.892)] [KD 2.275 (2.146)] 2024-10-18 15:19:33,603 - Train: 77.73% [972450/1251000] [777.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000379] [CE 4.093 (3.957)] [KD 2.192 (2.203)] 2024-10-18 15:19:45,598 - Train: 77.74% [972500/1251000] [777.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000379] [CE 3.840 (3.873)] [KD 2.177 (2.167)] 2024-10-18 15:19:57,770 - Train: 77.74% [972550/1251000] [777.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000379] [CE 3.914 (3.975)] [KD 2.115 (2.181)] 2024-10-18 15:20:09,749 - Train: 77.75% [972600/1251000] [777.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000378] [CE 3.495 (3.897)] [KD 1.974 (2.162)] 2024-10-18 15:20:21,830 - Train: 77.75% [972650/1251000] [777.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000378] [CE 4.141 (3.971)] [KD 2.338 (2.212)] 2024-10-18 15:20:33,769 - Train: 77.75% [972700/1251000] [777.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000378] [CE 4.024 (3.986)] [KD 2.193 (2.210)] 2024-10-18 15:20:46,097 - Train: 77.76% [972750/1251000] [777.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000378] [CE 4.073 (3.956)] [KD 2.370 (2.191)] 2024-10-18 15:20:57,852 - Train: 77.76% [972800/1251000] [777.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000378] [CE 3.619 (3.871)] [KD 2.012 (2.152)] 2024-10-18 15:21:09,889 - Train: 77.77% [972850/1251000] [777.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000378] [CE 3.751 (3.982)] [KD 1.945 (2.201)] 2024-10-18 15:21:21,964 - Train: 77.77% [972900/1251000] [777.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000378] [CE 4.191 (3.941)] [KD 2.341 (2.192)] 2024-10-18 15:21:34,064 - Train: 77.77% [972950/1251000] [777.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000378] [CE 3.614 (3.952)] [KD 1.874 (2.208)] 2024-10-18 15:21:45,896 - Train: 77.78% [973000/1251000] [777.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000377] [CE 3.515 (3.904)] [KD 1.859 (2.159)] 2024-10-18 15:21:58,066 - Train: 77.78% [973050/1251000] [777.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000377] [CE 4.151 (3.924)] [KD 2.312 (2.171)] 2024-10-18 15:22:09,991 - Train: 77.79% [973100/1251000] [777.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000377] [CE 4.002 (3.989)] [KD 2.088 (2.169)] 2024-10-18 15:22:22,142 - Train: 77.79% [973150/1251000] [777.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000377] [CE 3.836 (3.916)] [KD 2.138 (2.152)] 2024-10-18 15:22:34,003 - Train: 77.79% [973200/1251000] [777.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000377] [CE 3.896 (3.946)] [KD 2.132 (2.174)] 2024-10-18 15:22:46,026 - Train: 77.80% [973250/1251000] [778.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000377] [CE 4.073 (3.933)] [KD 2.153 (2.154)] 2024-10-18 15:23:04,623 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40384] [top5_cnt 47687] [top_all 50000] 2024-10-18 15:23:04,624 - net: 80.768 (95.374) 2024-10-18 15:23:16,777 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41114] [top5_cnt 47993] [top_all 50000] 2024-10-18 15:23:16,777 - net_E: 82.228 (95.986) 2024-10-18 15:23:16,932 - Max [top1: 80.850 (epoch: 777)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:23:16,932 - ==> Total time: 3 days, 0:09:57 Eta: 20:35:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:23:26,443 - Train: 77.80% [973300/1251000] [778.0/1000.0] [batch_t 0.235 (0.362)] [data_t 0.009] [optim_t 0.226] [lr 0.000377] [CE 4.058 (3.946)] [KD 2.347 (2.154)] 2024-10-18 15:23:38,807 - Train: 77.81% [973350/1251000] [778.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000377] [CE 3.770 (3.863)] [KD 2.033 (2.123)] 2024-10-18 15:23:50,886 - Train: 77.81% [973400/1251000] [778.1/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000376] [CE 4.004 (3.994)] [KD 2.413 (2.188)] 2024-10-18 15:24:03,486 - Train: 77.81% [973450/1251000] [778.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000376] [CE 4.185 (3.857)] [KD 2.331 (2.124)] 2024-10-18 15:24:15,797 - Train: 77.82% [973500/1251000] [778.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000376] [CE 4.098 (3.875)] [KD 2.239 (2.146)] 2024-10-18 15:24:28,099 - Train: 77.82% [973550/1251000] [778.2/1000.0] [batch_t 0.272 (0.246)] [data_t 0.009] [optim_t 0.263] [lr 0.000376] [CE 3.822 (3.927)] [KD 2.227 (2.140)] 2024-10-18 15:24:40,570 - Train: 77.83% [973600/1251000] [778.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000376] [CE 4.006 (3.932)] [KD 2.244 (2.162)] 2024-10-18 15:24:53,048 - Train: 77.83% [973650/1251000] [778.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000376] [CE 4.050 (3.970)] [KD 2.301 (2.189)] 2024-10-18 15:25:05,366 - Train: 77.83% [973700/1251000] [778.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000376] [CE 3.746 (3.943)] [KD 2.073 (2.171)] 2024-10-18 15:25:17,740 - Train: 77.84% [973750/1251000] [778.4/1000.0] [batch_t 0.269 (0.247)] [data_t 0.009] [optim_t 0.260] [lr 0.000376] [CE 3.632 (3.897)] [KD 2.074 (2.180)] 2024-10-18 15:25:30,322 - Train: 77.84% [973800/1251000] [778.4/1000.0] [batch_t 0.268 (0.252)] [data_t 0.009] [optim_t 0.260] [lr 0.000376] [CE 4.434 (3.885)] [KD 2.403 (2.167)] 2024-10-18 15:25:43,018 - Train: 77.85% [973850/1251000] [778.5/1000.0] [batch_t 0.278 (0.254)] [data_t 0.009] [optim_t 0.270] [lr 0.000375] [CE 3.912 (3.893)] [KD 2.247 (2.150)] 2024-10-18 15:25:55,677 - Train: 77.85% [973900/1251000] [778.5/1000.0] [batch_t 0.252 (0.253)] [data_t 0.009] [optim_t 0.243] [lr 0.000375] [CE 3.827 (3.972)] [KD 2.132 (2.209)] 2024-10-18 15:26:08,364 - Train: 77.85% [973950/1251000] [778.5/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000375] [CE 3.908 (3.925)] [KD 2.171 (2.172)] 2024-10-18 15:26:20,811 - Train: 77.86% [974000/1251000] [778.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000375] [CE 4.487 (3.836)] [KD 2.429 (2.132)] 2024-10-18 15:26:33,518 - Train: 77.86% [974050/1251000] [778.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000375] [CE 4.311 (3.984)] [KD 2.430 (2.177)] 2024-10-18 15:26:46,045 - Train: 77.87% [974100/1251000] [778.7/1000.0] [batch_t 0.277 (0.250)] [data_t 0.009] [optim_t 0.268] [lr 0.000375] [CE 3.580 (3.920)] [KD 2.106 (2.152)] 2024-10-18 15:26:58,421 - Train: 77.87% [974150/1251000] [778.7/1000.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.000375] [CE 3.981 (3.972)] [KD 2.109 (2.205)] 2024-10-18 15:27:11,133 - Train: 77.87% [974200/1251000] [778.7/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.000375] [CE 3.996 (3.896)] [KD 2.108 (2.141)] 2024-10-18 15:27:23,717 - Train: 77.88% [974250/1251000] [778.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000374] [CE 4.091 (3.924)] [KD 2.256 (2.155)] 2024-10-18 15:27:35,770 - Train: 77.88% [974300/1251000] [778.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000374] [CE 3.774 (3.911)] [KD 2.231 (2.157)] 2024-10-18 15:27:48,125 - Train: 77.89% [974350/1251000] [778.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000374] [CE 4.013 (4.007)] [KD 2.236 (2.214)] 2024-10-18 15:27:59,982 - Train: 77.89% [974400/1251000] [778.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.000374] [CE 3.864 (3.907)] [KD 2.107 (2.154)] 2024-10-18 15:28:12,374 - Train: 77.89% [974450/1251000] [778.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000374] [CE 3.962 (3.865)] [KD 2.075 (2.139)] 2024-10-18 15:28:24,296 - Train: 77.90% [974500/1251000] [779.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000374] [CE 3.569 (3.933)] [KD 1.808 (2.197)] 2024-10-18 15:28:43,454 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40380] [top5_cnt 47683] [top_all 50000] 2024-10-18 15:28:43,454 - net: 80.760 (95.366) 2024-10-18 15:28:55,532 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41109] [top5_cnt 47988] [top_all 50000] 2024-10-18 15:28:55,532 - net_E: 82.218 (95.976) 2024-10-18 15:28:55,660 - Max [top1: 80.850 (epoch: 777)] [top1-ema: 82.262 (epoch: 769)] 2024-10-18 15:28:55,661 - ==> Total time: 3 days, 0:15:36 Eta: 20:29:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:29:04,318 - Train: 77.90% [974550/1251000] [779.0/1000.0] [batch_t 0.233 (0.343)] [data_t 0.009] [optim_t 0.224] [lr 0.000374] [CE 3.927 (3.876)] [KD 2.243 (2.131)] 2024-10-18 15:29:16,671 - Train: 77.91% [974600/1251000] [779.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000374] [CE 2.805 (3.894)] [KD 1.538 (2.142)] 2024-10-18 15:29:28,665 - Train: 77.91% [974650/1251000] [779.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000373] [CE 4.154 (3.928)] [KD 2.311 (2.194)] 2024-10-18 15:29:41,008 - Train: 77.91% [974700/1251000] [779.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.000373] [CE 4.075 (3.874)] [KD 2.223 (2.145)] 2024-10-18 15:29:53,291 - Train: 77.92% [974750/1251000] [779.2/1000.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.247] [lr 0.000373] [CE 3.755 (3.944)] [KD 2.162 (2.158)] 2024-10-18 15:30:05,805 - Train: 77.92% [974800/1251000] [779.2/1000.0] [batch_t 0.361 (0.250)] [data_t 0.009] [optim_t 0.352] [lr 0.000373] [CE 3.330 (3.901)] [KD 1.783 (2.133)] 2024-10-18 15:30:17,833 - Train: 77.93% [974850/1251000] [779.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000373] [CE 4.005 (3.946)] [KD 2.251 (2.186)] 2024-10-18 15:30:30,047 - Train: 77.93% [974900/1251000] [779.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000373] [CE 3.734 (3.996)] [KD 1.953 (2.185)] 2024-10-18 15:30:42,266 - Train: 77.93% [974950/1251000] [779.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000373] [CE 4.168 (3.907)] [KD 2.075 (2.132)] 2024-10-18 15:30:54,991 - Train: 77.94% [975000/1251000] [779.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000373] [CE 3.727 (3.933)] [KD 2.059 (2.177)] 2024-10-18 15:31:07,062 - Train: 77.94% [975050/1251000] [779.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000373] [CE 3.862 (3.947)] [KD 2.084 (2.187)] 2024-10-18 15:31:19,471 - Train: 77.95% [975100/1251000] [779.5/1000.0] [batch_t 0.256 (0.248)] [data_t 0.009] [optim_t 0.248] [lr 0.000372] [CE 3.825 (3.972)] [KD 2.129 (2.182)] 2024-10-18 15:31:31,729 - Train: 77.95% [975150/1251000] [779.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000372] [CE 3.499 (3.926)] [KD 1.930 (2.144)] 2024-10-18 15:31:44,443 - Train: 77.95% [975200/1251000] [779.5/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000372] [CE 4.228 (3.946)] [KD 2.294 (2.162)] 2024-10-18 15:31:56,507 - Train: 77.96% [975250/1251000] [779.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000372] [CE 3.645 (3.930)] [KD 2.073 (2.161)] 2024-10-18 15:32:08,765 - Train: 77.96% [975300/1251000] [779.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000372] [CE 3.737 (3.946)] [KD 2.071 (2.166)] 2024-10-18 15:32:20,893 - Train: 77.97% [975350/1251000] [779.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000372] [CE 3.682 (3.920)] [KD 2.164 (2.157)] 2024-10-18 15:32:33,438 - Train: 77.97% [975400/1251000] [779.7/1000.0] [batch_t 0.392 (0.251)] [data_t 0.009] [optim_t 0.383] [lr 0.000372] [CE 3.508 (3.880)] [KD 2.132 (2.139)] 2024-10-18 15:32:45,348 - Train: 77.97% [975450/1251000] [779.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000372] [CE 4.425 (3.914)] [KD 2.279 (2.145)] 2024-10-18 15:32:57,261 - Train: 77.98% [975500/1251000] [779.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000371] [CE 4.128 (3.931)] [KD 2.210 (2.155)] 2024-10-18 15:33:09,141 - Train: 77.98% [975550/1251000] [779.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000371] [CE 3.861 (3.965)] [KD 2.007 (2.167)] 2024-10-18 15:33:21,530 - Train: 77.99% [975600/1251000] [779.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000371] [CE 4.079 (3.957)] [KD 2.042 (2.160)] 2024-10-18 15:33:33,668 - Train: 77.99% [975650/1251000] [779.9/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.000371] [CE 4.042 (3.959)] [KD 2.250 (2.163)] 2024-10-18 15:33:45,902 - Train: 77.99% [975700/1251000] [779.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000371] [CE 3.782 (3.978)] [KD 2.067 (2.180)] 2024-10-18 15:33:57,871 - Train: 78.00% [975750/1251000] [780.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000371] [CE 3.762 (3.940)] [KD 2.138 (2.174)] 2024-10-18 15:34:18,156 - Test (net): 100.00% [50/50] [batch_t 0.074 (0.258)] [top1_cnt 40391] [top5_cnt 47710] [top_all 50000] 2024-10-18 15:34:18,156 - net: 80.782 (95.420) 2024-10-18 15:34:30,772 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.244)] [top1_cnt 41132] [top5_cnt 48001] [top_all 50000] 2024-10-18 15:34:30,772 - net_E: 82.264 (96.002) 2024-10-18 15:34:30,937 - Max [top1: 80.850 (epoch: 777)] [top1-ema: 82.264 (epoch: 780)] 2024-10-18 15:34:30,937 - ==> Total time: 3 days, 0:21:11 Eta: 20:24:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:34:42,250 - Train: 78.00% [975800/1251000] [780.0/1000.0] [batch_t 0.233 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.000371] [CE 3.816 (4.072)] [KD 2.224 (2.193)] 2024-10-18 15:34:54,550 - Train: 78.01% [975850/1251000] [780.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000371] [CE 3.797 (3.946)] [KD 1.999 (2.163)] 2024-10-18 15:35:06,269 - Train: 78.01% [975900/1251000] [780.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000371] [CE 4.040 (3.886)] [KD 2.293 (2.143)] 2024-10-18 15:35:18,602 - Train: 78.01% [975950/1251000] [780.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000370] [CE 3.804 (3.932)] [KD 1.964 (2.157)] 2024-10-18 15:35:30,836 - Train: 78.02% [976000/1251000] [780.2/1000.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.273] [lr 0.000370] [CE 4.080 (3.922)] [KD 2.153 (2.152)] 2024-10-18 15:35:43,262 - Train: 78.02% [976050/1251000] [780.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000370] [CE 4.219 (3.915)] [KD 2.159 (2.139)] 2024-10-18 15:35:55,842 - Train: 78.03% [976100/1251000] [780.3/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000370] [CE 4.196 (3.902)] [KD 2.180 (2.149)] 2024-10-18 15:36:08,247 - Train: 78.03% [976150/1251000] [780.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000370] [CE 4.461 (3.943)] [KD 2.396 (2.177)] 2024-10-18 15:36:20,066 - Train: 78.03% [976200/1251000] [780.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000370] [CE 4.130 (3.851)] [KD 2.440 (2.132)] 2024-10-18 15:36:32,468 - Train: 78.04% [976250/1251000] [780.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000370] [CE 3.639 (3.954)] [KD 1.996 (2.171)] 2024-10-18 15:36:44,701 - Train: 78.04% [976300/1251000] [780.4/1000.0] [batch_t 0.259 (0.245)] [data_t 0.009] [optim_t 0.250] [lr 0.000370] [CE 3.782 (3.949)] [KD 2.029 (2.177)] 2024-10-18 15:36:56,853 - Train: 78.05% [976350/1251000] [780.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000369] [CE 3.393 (3.895)] [KD 1.897 (2.139)] 2024-10-18 15:37:08,931 - Train: 78.05% [976400/1251000] [780.5/1000.0] [batch_t 0.275 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.000369] [CE 4.313 (3.864)] [KD 2.129 (2.109)] 2024-10-18 15:37:21,180 - Train: 78.05% [976450/1251000] [780.5/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000369] [CE 3.833 (3.916)] [KD 2.260 (2.132)] 2024-10-18 15:37:33,578 - Train: 78.06% [976500/1251000] [780.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000369] [CE 4.507 (3.872)] [KD 2.466 (2.142)] 2024-10-18 15:37:45,893 - Train: 78.06% [976550/1251000] [780.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000369] [CE 3.945 (3.970)] [KD 2.112 (2.198)] 2024-10-18 15:37:58,117 - Train: 78.07% [976600/1251000] [780.7/1000.0] [batch_t 0.278 (0.244)] [data_t 0.009] [optim_t 0.269] [lr 0.000369] [CE 4.072 (3.993)] [KD 2.166 (2.202)] 2024-10-18 15:38:10,358 - Train: 78.07% [976650/1251000] [780.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000369] [CE 3.725 (3.859)] [KD 1.966 (2.120)] 2024-10-18 15:38:22,477 - Train: 78.07% [976700/1251000] [780.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000369] [CE 3.793 (3.915)] [KD 2.153 (2.176)] 2024-10-18 15:38:34,682 - Train: 78.08% [976750/1251000] [780.8/1000.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.256] [lr 0.000368] [CE 4.134 (3.944)] [KD 2.217 (2.164)] 2024-10-18 15:38:47,068 - Train: 78.08% [976800/1251000] [780.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000368] [CE 4.189 (3.851)] [KD 2.334 (2.079)] 2024-10-18 15:38:59,178 - Train: 78.09% [976850/1251000] [780.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000368] [CE 3.430 (3.862)] [KD 1.936 (2.134)] 2024-10-18 15:39:11,452 - Train: 78.09% [976900/1251000] [780.9/1000.0] [batch_t 0.364 (0.245)] [data_t 0.009] [optim_t 0.355] [lr 0.000368] [CE 4.109 (3.952)] [KD 2.250 (2.182)] 2024-10-18 15:39:23,538 - Train: 78.09% [976950/1251000] [780.9/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000368] [CE 4.478 (3.917)] [KD 2.357 (2.158)] 2024-10-18 15:39:35,680 - Train: 78.10% [977000/1251000] [781.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000368] [CE 4.374 (3.875)] [KD 2.317 (2.116)] 2024-10-18 15:39:55,465 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40478] [top5_cnt 47727] [top_all 50000] 2024-10-18 15:39:55,466 - net: 80.956 (95.454) 2024-10-18 15:40:07,495 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41140] [top5_cnt 48003] [top_all 50000] 2024-10-18 15:40:07,495 - net_E: 82.280 (96.006) 2024-10-18 15:40:07,660 - Max [top1: 80.956 (epoch: 781)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 15:40:07,661 - ==> Total time: 3 days, 0:26:48 Eta: 20:18:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:40:18,365 - Train: 78.10% [977050/1251000] [781.0/1000.0] [batch_t 0.236 (0.287)] [data_t 0.009] [optim_t 0.228] [lr 0.000368] [CE 3.631 (3.845)] [KD 2.057 (2.114)] 2024-10-18 15:40:30,438 - Train: 78.11% [977100/1251000] [781.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000368] [CE 4.006 (3.937)] [KD 2.210 (2.132)] 2024-10-18 15:40:42,535 - Train: 78.11% [977150/1251000] [781.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000368] [CE 3.883 (3.868)] [KD 1.996 (2.111)] 2024-10-18 15:40:54,679 - Train: 78.11% [977200/1251000] [781.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000367] [CE 4.117 (3.982)] [KD 2.138 (2.182)] 2024-10-18 15:41:06,817 - Train: 78.12% [977250/1251000] [781.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000367] [CE 3.950 (3.879)] [KD 2.204 (2.124)] 2024-10-18 15:41:18,904 - Train: 78.12% [977300/1251000] [781.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000367] [CE 3.671 (3.938)] [KD 1.900 (2.142)] 2024-10-18 15:41:30,644 - Train: 78.13% [977350/1251000] [781.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000367] [CE 3.773 (3.926)] [KD 1.997 (2.143)] 2024-10-18 15:41:42,827 - Train: 78.13% [977400/1251000] [781.3/1000.0] [batch_t 0.381 (0.244)] [data_t 0.009] [optim_t 0.373] [lr 0.000367] [CE 3.310 (3.832)] [KD 1.945 (2.133)] 2024-10-18 15:41:54,888 - Train: 78.13% [977450/1251000] [781.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000367] [CE 3.329 (3.948)] [KD 1.949 (2.179)] 2024-10-18 15:42:06,921 - Train: 78.14% [977500/1251000] [781.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000367] [CE 3.788 (3.904)] [KD 2.360 (2.154)] 2024-10-18 15:42:18,916 - Train: 78.14% [977550/1251000] [781.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000367] [CE 4.036 (3.933)] [KD 2.339 (2.169)] 2024-10-18 15:42:30,934 - Train: 78.15% [977600/1251000] [781.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000366] [CE 3.597 (3.864)] [KD 2.085 (2.135)] 2024-10-18 15:42:43,055 - Train: 78.15% [977650/1251000] [781.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000366] [CE 3.795 (3.934)] [KD 2.076 (2.182)] 2024-10-18 15:42:55,125 - Train: 78.15% [977700/1251000] [781.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000366] [CE 4.408 (3.904)] [KD 2.298 (2.106)] 2024-10-18 15:43:07,249 - Train: 78.16% [977750/1251000] [781.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000366] [CE 3.432 (3.919)] [KD 1.891 (2.133)] 2024-10-18 15:43:19,345 - Train: 78.16% [977800/1251000] [781.6/1000.0] [batch_t 0.266 (0.242)] [data_t 0.009] [optim_t 0.257] [lr 0.000366] [CE 3.561 (4.010)] [KD 1.879 (2.212)] 2024-10-18 15:43:31,466 - Train: 78.17% [977850/1251000] [781.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000366] [CE 4.116 (3.885)] [KD 2.145 (2.128)] 2024-10-18 15:43:43,800 - Train: 78.17% [977900/1251000] [781.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000366] [CE 4.088 (3.998)] [KD 2.266 (2.182)] 2024-10-18 15:43:55,788 - Train: 78.17% [977950/1251000] [781.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000366] [CE 3.919 (3.964)] [KD 2.288 (2.178)] 2024-10-18 15:44:08,081 - Train: 78.18% [978000/1251000] [781.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000366] [CE 3.543 (3.919)] [KD 2.048 (2.180)] 2024-10-18 15:44:20,095 - Train: 78.18% [978050/1251000] [781.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000365] [CE 3.719 (3.951)] [KD 2.069 (2.197)] 2024-10-18 15:44:31,979 - Train: 78.19% [978100/1251000] [781.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000365] [CE 4.447 (3.889)] [KD 2.267 (2.165)] 2024-10-18 15:44:43,969 - Train: 78.19% [978150/1251000] [781.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000365] [CE 3.423 (3.889)] [KD 1.888 (2.135)] 2024-10-18 15:44:55,946 - Train: 78.19% [978200/1251000] [781.9/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000365] [CE 4.223 (3.831)] [KD 2.351 (2.109)] 2024-10-18 15:45:07,951 - Train: 78.20% [978250/1251000] [782.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000365] [CE 3.070 (3.923)] [KD 1.714 (2.163)] 2024-10-18 15:45:27,952 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40451] [top5_cnt 47739] [top_all 50000] 2024-10-18 15:45:27,952 - net: 80.902 (95.478) 2024-10-18 15:45:40,302 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41135] [top5_cnt 48022] [top_all 50000] 2024-10-18 15:45:40,303 - net_E: 82.270 (96.044) 2024-10-18 15:45:40,455 - Max [top1: 80.956 (epoch: 781)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 15:45:40,455 - ==> Total time: 3 days, 0:32:21 Eta: 20:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:45:48,090 - Train: 78.20% [978300/1251000] [782.0/1000.0] [batch_t 0.232 (0.352)] [data_t 0.009] [optim_t 0.223] [lr 0.000365] [CE 3.928 (3.909)] [KD 2.194 (2.190)] 2024-10-18 15:45:59,851 - Train: 78.21% [978350/1251000] [782.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000365] [CE 4.201 (3.926)] [KD 2.295 (2.146)] 2024-10-18 15:46:11,676 - Train: 78.21% [978400/1251000] [782.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000365] [CE 4.541 (3.982)] [KD 2.403 (2.193)] 2024-10-18 15:46:23,997 - Train: 78.21% [978450/1251000] [782.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000364] [CE 3.826 (3.938)] [KD 1.955 (2.169)] 2024-10-18 15:46:35,752 - Train: 78.22% [978500/1251000] [782.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000364] [CE 4.184 (3.980)] [KD 2.483 (2.179)] 2024-10-18 15:46:47,537 - Train: 78.22% [978550/1251000] [782.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000364] [CE 3.532 (3.976)] [KD 1.913 (2.166)] 2024-10-18 15:46:59,703 - Train: 78.23% [978600/1251000] [782.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000364] [CE 4.151 (3.928)] [KD 2.471 (2.137)] 2024-10-18 15:47:11,562 - Train: 78.23% [978650/1251000] [782.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000364] [CE 4.241 (3.905)] [KD 2.448 (2.114)] 2024-10-18 15:47:23,460 - Train: 78.23% [978700/1251000] [782.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000364] [CE 3.955 (3.856)] [KD 2.109 (2.114)] 2024-10-18 15:47:35,422 - Train: 78.24% [978750/1251000] [782.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000364] [CE 3.733 (3.893)] [KD 2.110 (2.141)] 2024-10-18 15:47:47,448 - Train: 78.24% [978800/1251000] [782.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000364] [CE 3.826 (3.893)] [KD 2.075 (2.121)] 2024-10-18 15:47:59,299 - Train: 78.25% [978850/1251000] [782.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000364] [CE 3.907 (3.918)] [KD 2.195 (2.133)] 2024-10-18 15:48:11,215 - Train: 78.25% [978900/1251000] [782.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000363] [CE 4.034 (3.934)] [KD 2.073 (2.144)] 2024-10-18 15:48:22,989 - Train: 78.25% [978950/1251000] [782.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000363] [CE 4.014 (3.963)] [KD 2.190 (2.165)] 2024-10-18 15:48:34,937 - Train: 78.26% [979000/1251000] [782.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000363] [CE 3.867 (3.911)] [KD 2.203 (2.151)] 2024-10-18 15:48:46,785 - Train: 78.26% [979050/1251000] [782.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000363] [CE 4.119 (3.946)] [KD 2.214 (2.177)] 2024-10-18 15:48:58,959 - Train: 78.27% [979100/1251000] [782.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000363] [CE 4.007 (3.917)] [KD 2.067 (2.130)] 2024-10-18 15:49:11,026 - Train: 78.27% [979150/1251000] [782.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000363] [CE 4.295 (3.885)] [KD 2.367 (2.144)] 2024-10-18 15:49:22,951 - Train: 78.27% [979200/1251000] [782.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000363] [CE 4.120 (3.956)] [KD 2.388 (2.167)] 2024-10-18 15:49:34,732 - Train: 78.28% [979250/1251000] [782.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000363] [CE 4.429 (3.922)] [KD 2.431 (2.138)] 2024-10-18 15:49:46,669 - Train: 78.28% [979300/1251000] [782.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000362] [CE 3.926 (3.956)] [KD 2.175 (2.181)] 2024-10-18 15:49:58,444 - Train: 78.29% [979350/1251000] [782.9/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000362] [CE 3.946 (3.901)] [KD 2.112 (2.121)] 2024-10-18 15:50:10,604 - Train: 78.29% [979400/1251000] [782.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000362] [CE 4.007 (3.906)] [KD 2.254 (2.131)] 2024-10-18 15:50:22,662 - Train: 78.29% [979450/1251000] [782.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000362] [CE 4.446 (3.950)] [KD 2.506 (2.159)] 2024-10-18 15:50:34,501 - Train: 78.30% [979500/1251000] [783.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000362] [CE 4.334 (3.956)] [KD 2.358 (2.192)] 2024-10-18 15:50:54,407 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40369] [top5_cnt 47695] [top_all 50000] 2024-10-18 15:50:54,408 - net: 80.738 (95.390) 2024-10-18 15:51:06,918 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41119] [top5_cnt 48017] [top_all 50000] 2024-10-18 15:51:06,919 - net_E: 82.238 (96.034) 2024-10-18 15:51:07,081 - Max [top1: 80.956 (epoch: 781)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 15:51:07,081 - ==> Total time: 3 days, 0:37:47 Eta: 20:07:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:51:15,208 - Train: 78.30% [979550/1251000] [783.0/1000.0] [batch_t 0.239 (0.398)] [data_t 0.009] [optim_t 0.230] [lr 0.000362] [CE 4.435 (3.986)] [KD 2.241 (2.138)] 2024-10-18 15:51:27,087 - Train: 78.31% [979600/1251000] [783.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000362] [CE 3.225 (3.853)] [KD 1.929 (2.115)] 2024-10-18 15:51:39,010 - Train: 78.31% [979650/1251000] [783.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000362] [CE 3.755 (3.912)] [KD 1.944 (2.135)] 2024-10-18 15:51:51,158 - Train: 78.31% [979700/1251000] [783.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000362] [CE 4.028 (3.906)] [KD 2.025 (2.125)] 2024-10-18 15:52:03,331 - Train: 78.32% [979750/1251000] [783.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000361] [CE 3.609 (3.985)] [KD 2.005 (2.165)] 2024-10-18 15:52:15,013 - Train: 78.32% [979800/1251000] [783.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000361] [CE 3.657 (3.935)] [KD 1.989 (2.147)] 2024-10-18 15:52:26,950 - Train: 78.33% [979850/1251000] [783.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000361] [CE 3.525 (3.967)] [KD 2.046 (2.171)] 2024-10-18 15:52:38,826 - Train: 78.33% [979900/1251000] [783.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000361] [CE 4.378 (3.957)] [KD 2.340 (2.166)] 2024-10-18 15:52:50,751 - Train: 78.33% [979950/1251000] [783.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000361] [CE 4.076 (3.923)] [KD 2.378 (2.154)] 2024-10-18 15:53:02,934 - Train: 78.34% [980000/1251000] [783.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000361] [CE 4.206 (3.954)] [KD 2.084 (2.139)] 2024-10-18 15:53:14,881 - Train: 78.34% [980050/1251000] [783.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000361] [CE 4.196 (3.878)] [KD 2.328 (2.139)] 2024-10-18 15:53:26,774 - Train: 78.35% [980100/1251000] [783.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000361] [CE 4.227 (3.919)] [KD 2.439 (2.170)] 2024-10-18 15:53:38,678 - Train: 78.35% [980150/1251000] [783.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000360] [CE 3.874 (3.986)] [KD 1.973 (2.192)] 2024-10-18 15:53:50,567 - Train: 78.35% [980200/1251000] [783.5/1000.0] [batch_t 0.260 (0.238)] [data_t 0.036] [optim_t 0.225] [lr 0.000360] [CE 3.771 (3.905)] [KD 2.187 (2.149)] 2024-10-18 15:54:02,806 - Train: 78.36% [980250/1251000] [783.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000360] [CE 3.862 (3.924)] [KD 2.147 (2.171)] 2024-10-18 15:54:15,100 - Train: 78.36% [980300/1251000] [783.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000360] [CE 4.136 (3.991)] [KD 2.151 (2.177)] 2024-10-18 15:54:26,939 - Train: 78.37% [980350/1251000] [783.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000360] [CE 3.874 (3.982)] [KD 2.159 (2.169)] 2024-10-18 15:54:38,660 - Train: 78.37% [980400/1251000] [783.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000360] [CE 4.066 (3.938)] [KD 2.262 (2.150)] 2024-10-18 15:54:50,597 - Train: 78.37% [980450/1251000] [783.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000360] [CE 4.413 (3.916)] [KD 2.326 (2.137)] 2024-10-18 15:55:02,480 - Train: 78.38% [980500/1251000] [783.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000360] [CE 3.831 (3.954)] [KD 2.124 (2.158)] 2024-10-18 15:55:14,160 - Train: 78.38% [980550/1251000] [783.8/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.000360] [CE 3.946 (3.980)] [KD 2.293 (2.210)] 2024-10-18 15:55:26,400 - Train: 78.39% [980600/1251000] [783.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000359] [CE 3.779 (3.974)] [KD 2.157 (2.160)] 2024-10-18 15:55:38,282 - Train: 78.39% [980650/1251000] [783.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000359] [CE 4.142 (3.880)] [KD 2.271 (2.096)] 2024-10-18 15:55:50,239 - Train: 78.39% [980700/1251000] [783.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000359] [CE 4.076 (3.957)] [KD 2.399 (2.155)] 2024-10-18 15:56:02,141 - Train: 78.40% [980750/1251000] [784.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000359] [CE 4.426 (3.929)] [KD 2.398 (2.138)] 2024-10-18 15:56:22,725 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40362] [top5_cnt 47724] [top_all 50000] 2024-10-18 15:56:22,725 - net: 80.724 (95.448) 2024-10-18 15:56:35,078 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41137] [top5_cnt 48018] [top_all 50000] 2024-10-18 15:56:35,079 - net_E: 82.274 (96.036) 2024-10-18 15:56:35,240 - Max [top1: 80.956 (epoch: 781)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 15:56:35,240 - ==> Total time: 3 days, 0:43:15 Eta: 20:02:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 15:56:43,095 - Train: 78.40% [980800/1251000] [784.0/1000.0] [batch_t 0.238 (0.412)] [data_t 0.009] [optim_t 0.229] [lr 0.000359] [CE 3.540 (3.960)] [KD 1.775 (2.165)] 2024-10-18 15:56:55,526 - Train: 78.41% [980850/1251000] [784.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000359] [CE 3.963 (3.883)] [KD 2.284 (2.102)] 2024-10-18 15:57:07,572 - Train: 78.41% [980900/1251000] [784.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000359] [CE 3.498 (3.899)] [KD 2.001 (2.136)] 2024-10-18 15:57:19,518 - Train: 78.41% [980950/1251000] [784.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000359] [CE 4.074 (3.940)] [KD 2.200 (2.162)] 2024-10-18 15:57:31,565 - Train: 78.42% [981000/1251000] [784.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000358] [CE 4.315 (4.003)] [KD 2.379 (2.188)] 2024-10-18 15:57:43,622 - Train: 78.42% [981050/1251000] [784.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000358] [CE 4.518 (3.979)] [KD 2.292 (2.140)] 2024-10-18 15:57:55,714 - Train: 78.43% [981100/1251000] [784.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000358] [CE 3.861 (3.877)] [KD 2.145 (2.151)] 2024-10-18 15:58:07,863 - Train: 78.43% [981150/1251000] [784.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000358] [CE 3.590 (3.881)] [KD 2.068 (2.134)] 2024-10-18 15:58:19,682 - Train: 78.43% [981200/1251000] [784.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000358] [CE 4.036 (3.870)] [KD 2.431 (2.118)] 2024-10-18 15:58:31,620 - Train: 78.44% [981250/1251000] [784.4/1000.0] [batch_t 0.376 (0.239)] [data_t 0.009] [optim_t 0.367] [lr 0.000358] [CE 3.919 (3.974)] [KD 1.974 (2.177)] 2024-10-18 15:58:43,669 - Train: 78.44% [981300/1251000] [784.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000358] [CE 4.290 (3.910)] [KD 2.316 (2.137)] 2024-10-18 15:58:55,697 - Train: 78.45% [981350/1251000] [784.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000358] [CE 3.739 (3.919)] [KD 1.832 (2.149)] 2024-10-18 15:59:07,478 - Train: 78.45% [981400/1251000] [784.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000358] [CE 3.932 (3.945)] [KD 2.217 (2.162)] 2024-10-18 15:59:19,534 - Train: 78.45% [981450/1251000] [784.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000357] [CE 4.462 (4.030)] [KD 2.439 (2.216)] 2024-10-18 15:59:31,732 - Train: 78.46% [981500/1251000] [784.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000357] [CE 3.424 (3.887)] [KD 2.019 (2.125)] 2024-10-18 15:59:43,638 - Train: 78.46% [981550/1251000] [784.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000357] [CE 4.279 (3.912)] [KD 2.292 (2.150)] 2024-10-18 15:59:55,537 - Train: 78.47% [981600/1251000] [784.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000357] [CE 3.964 (3.971)] [KD 2.137 (2.147)] 2024-10-18 16:00:07,537 - Train: 78.47% [981650/1251000] [784.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000357] [CE 3.851 (3.925)] [KD 2.189 (2.157)] 2024-10-18 16:00:19,516 - Train: 78.47% [981700/1251000] [784.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000357] [CE 3.791 (3.890)] [KD 2.143 (2.128)] 2024-10-18 16:00:31,603 - Train: 78.48% [981750/1251000] [784.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000357] [CE 4.214 (3.920)] [KD 2.324 (2.143)] 2024-10-18 16:00:43,543 - Train: 78.48% [981800/1251000] [784.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000357] [CE 4.015 (3.936)] [KD 2.119 (2.141)] 2024-10-18 16:00:55,348 - Train: 78.49% [981850/1251000] [784.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000356] [CE 3.782 (3.915)] [KD 2.027 (2.121)] 2024-10-18 16:01:07,295 - Train: 78.49% [981900/1251000] [784.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000356] [CE 3.769 (3.945)] [KD 2.261 (2.166)] 2024-10-18 16:01:19,424 - Train: 78.49% [981950/1251000] [784.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000356] [CE 3.998 (3.961)] [KD 2.153 (2.184)] 2024-10-18 16:01:31,278 - Train: 78.50% [982000/1251000] [785.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000356] [CE 3.915 (3.920)] [KD 2.155 (2.164)] 2024-10-18 16:01:51,715 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40479] [top5_cnt 47764] [top_all 50000] 2024-10-18 16:01:51,716 - net: 80.958 (95.528) 2024-10-18 16:02:03,885 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41116] [top5_cnt 48007] [top_all 50000] 2024-10-18 16:02:03,886 - net_E: 82.232 (96.014) 2024-10-18 16:02:04,016 - Max [top1: 80.958 (epoch: 785)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:02:04,017 - ==> Total time: 3 days, 0:48:44 Eta: 19:56:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:02:14,928 - Train: 78.50% [982050/1251000] [785.0/1000.0] [batch_t 0.233 (0.308)] [data_t 0.009] [optim_t 0.224] [lr 0.000356] [CE 3.395 (3.936)] [KD 1.959 (2.162)] 2024-10-18 16:02:27,356 - Train: 78.51% [982100/1251000] [785.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000356] [CE 4.271 (3.900)] [KD 2.308 (2.124)] 2024-10-18 16:02:39,233 - Train: 78.51% [982150/1251000] [785.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000356] [CE 4.493 (3.945)] [KD 2.459 (2.158)] 2024-10-18 16:02:51,458 - Train: 78.51% [982200/1251000] [785.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000356] [CE 4.190 (3.915)] [KD 2.105 (2.139)] 2024-10-18 16:03:03,284 - Train: 78.52% [982250/1251000] [785.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000356] [CE 4.277 (3.957)] [KD 2.336 (2.166)] 2024-10-18 16:03:15,221 - Train: 78.52% [982300/1251000] [785.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000355] [CE 3.834 (3.924)] [KD 2.122 (2.171)] 2024-10-18 16:03:27,077 - Train: 78.53% [982350/1251000] [785.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000355] [CE 4.240 (4.012)] [KD 2.140 (2.174)] 2024-10-18 16:03:39,082 - Train: 78.53% [982400/1251000] [785.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000355] [CE 3.786 (3.907)] [KD 1.990 (2.116)] 2024-10-18 16:03:50,938 - Train: 78.53% [982450/1251000] [785.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000355] [CE 4.241 (3.979)] [KD 2.370 (2.163)] 2024-10-18 16:04:03,072 - Train: 78.54% [982500/1251000] [785.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000355] [CE 3.528 (3.905)] [KD 2.133 (2.155)] 2024-10-18 16:04:14,897 - Train: 78.54% [982550/1251000] [785.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000355] [CE 4.136 (3.779)] [KD 2.240 (2.060)] 2024-10-18 16:04:26,917 - Train: 78.55% [982600/1251000] [785.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000355] [CE 4.021 (3.858)] [KD 2.299 (2.118)] 2024-10-18 16:04:38,974 - Train: 78.55% [982650/1251000] [785.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000355] [CE 3.831 (3.879)] [KD 2.136 (2.128)] 2024-10-18 16:04:51,075 - Train: 78.55% [982700/1251000] [785.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000355] [CE 4.006 (3.915)] [KD 2.189 (2.135)] 2024-10-18 16:05:03,204 - Train: 78.56% [982750/1251000] [785.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000354] [CE 4.288 (3.968)] [KD 2.260 (2.186)] 2024-10-18 16:05:15,094 - Train: 78.56% [982800/1251000] [785.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000354] [CE 4.029 (4.001)] [KD 2.103 (2.182)] 2024-10-18 16:05:27,095 - Train: 78.57% [982850/1251000] [785.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000354] [CE 3.736 (3.905)] [KD 2.069 (2.129)] 2024-10-18 16:05:39,257 - Train: 78.57% [982900/1251000] [785.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000354] [CE 3.639 (3.966)] [KD 1.869 (2.191)] 2024-10-18 16:05:51,163 - Train: 78.57% [982950/1251000] [785.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000354] [CE 4.106 (3.962)] [KD 2.313 (2.161)] 2024-10-18 16:06:03,198 - Train: 78.58% [983000/1251000] [785.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000354] [CE 3.936 (3.934)] [KD 2.088 (2.118)] 2024-10-18 16:06:15,337 - Train: 78.58% [983050/1251000] [785.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000354] [CE 4.107 (3.987)] [KD 2.284 (2.187)] 2024-10-18 16:06:27,417 - Train: 78.59% [983100/1251000] [785.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000354] [CE 3.967 (3.946)] [KD 2.252 (2.159)] 2024-10-18 16:06:39,395 - Train: 78.59% [983150/1251000] [785.9/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000353] [CE 3.838 (3.938)] [KD 2.089 (2.150)] 2024-10-18 16:06:51,337 - Train: 78.59% [983200/1251000] [785.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000353] [CE 3.887 (3.973)] [KD 2.162 (2.174)] 2024-10-18 16:07:03,353 - Train: 78.60% [983250/1251000] [786.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000353] [CE 3.847 (3.961)] [KD 2.151 (2.148)] 2024-10-18 16:07:24,487 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40527] [top5_cnt 47772] [top_all 50000] 2024-10-18 16:07:24,488 - net: 81.054 (95.544) 2024-10-18 16:07:36,536 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41124] [top5_cnt 48035] [top_all 50000] 2024-10-18 16:07:36,536 - net_E: 82.248 (96.070) 2024-10-18 16:07:36,653 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:07:36,654 - ==> Total time: 3 days, 0:54:17 Eta: 19:50:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:07:45,515 - Train: 78.60% [983300/1251000] [786.0/1000.0] [batch_t 0.237 (0.314)] [data_t 0.009] [optim_t 0.228] [lr 0.000353] [CE 3.750 (3.867)] [KD 2.157 (2.121)] 2024-10-18 16:07:57,227 - Train: 78.61% [983350/1251000] [786.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000353] [CE 4.059 (3.900)] [KD 2.265 (2.107)] 2024-10-18 16:08:09,619 - Train: 78.61% [983400/1251000] [786.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000353] [CE 3.800 (3.877)] [KD 2.159 (2.127)] 2024-10-18 16:08:21,528 - Train: 78.61% [983450/1251000] [786.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000353] [CE 4.499 (3.951)] [KD 2.235 (2.153)] 2024-10-18 16:08:33,459 - Train: 78.62% [983500/1251000] [786.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000353] [CE 3.811 (3.938)] [KD 2.059 (2.148)] 2024-10-18 16:08:45,370 - Train: 78.62% [983550/1251000] [786.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000353] [CE 4.108 (3.930)] [KD 2.450 (2.146)] 2024-10-18 16:08:57,388 - Train: 78.63% [983600/1251000] [786.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000352] [CE 4.390 (3.888)] [KD 2.482 (2.125)] 2024-10-18 16:09:09,142 - Train: 78.63% [983650/1251000] [786.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000352] [CE 3.396 (3.971)] [KD 1.950 (2.153)] 2024-10-18 16:09:21,289 - Train: 78.63% [983700/1251000] [786.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000352] [CE 3.842 (3.931)] [KD 2.174 (2.133)] 2024-10-18 16:09:33,124 - Train: 78.64% [983750/1251000] [786.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000352] [CE 4.232 (3.939)] [KD 2.307 (2.127)] 2024-10-18 16:09:45,129 - Train: 78.64% [983800/1251000] [786.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000352] [CE 4.129 (3.850)] [KD 2.184 (2.096)] 2024-10-18 16:09:57,037 - Train: 78.65% [983850/1251000] [786.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000352] [CE 4.064 (3.961)] [KD 2.155 (2.153)] 2024-10-18 16:10:09,087 - Train: 78.65% [983900/1251000] [786.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000352] [CE 3.903 (3.925)] [KD 2.055 (2.142)] 2024-10-18 16:10:20,946 - Train: 78.65% [983950/1251000] [786.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000352] [CE 3.885 (3.883)] [KD 2.101 (2.122)] 2024-10-18 16:10:32,789 - Train: 78.66% [984000/1251000] [786.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000351] [CE 4.048 (3.916)] [KD 2.141 (2.141)] 2024-10-18 16:10:44,778 - Train: 78.66% [984050/1251000] [786.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000351] [CE 4.066 (3.953)] [KD 2.207 (2.156)] 2024-10-18 16:10:56,844 - Train: 78.67% [984100/1251000] [786.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000351] [CE 4.085 (3.878)] [KD 2.273 (2.126)] 2024-10-18 16:11:08,767 - Train: 78.67% [984150/1251000] [786.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000351] [CE 3.587 (3.822)] [KD 1.981 (2.085)] 2024-10-18 16:11:20,818 - Train: 78.67% [984200/1251000] [786.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000351] [CE 4.250 (3.983)] [KD 2.300 (2.147)] 2024-10-18 16:11:32,738 - Train: 78.68% [984250/1251000] [786.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000351] [CE 4.058 (3.943)] [KD 2.310 (2.138)] 2024-10-18 16:11:44,673 - Train: 78.68% [984300/1251000] [786.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000351] [CE 4.459 (4.017)] [KD 2.436 (2.206)] 2024-10-18 16:11:56,638 - Train: 78.69% [984350/1251000] [786.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000351] [CE 4.198 (3.876)] [KD 2.222 (2.111)] 2024-10-18 16:12:08,517 - Train: 78.69% [984400/1251000] [786.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000351] [CE 4.153 (3.897)] [KD 2.209 (2.149)] 2024-10-18 16:12:20,494 - Train: 78.69% [984450/1251000] [786.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000350] [CE 3.714 (3.906)] [KD 2.124 (2.149)] 2024-10-18 16:12:32,592 - Train: 78.70% [984500/1251000] [787.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000350] [CE 3.760 (3.909)] [KD 2.125 (2.138)] 2024-10-18 16:12:53,562 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.239)] [top1_cnt 40400] [top5_cnt 47730] [top_all 50000] 2024-10-18 16:12:53,562 - net: 80.800 (95.460) 2024-10-18 16:13:05,640 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41133] [top5_cnt 48048] [top_all 50000] 2024-10-18 16:13:05,641 - net_E: 82.266 (96.096) 2024-10-18 16:13:05,775 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:13:05,775 - ==> Total time: 3 days, 0:59:46 Eta: 19:45:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:13:12,951 - Train: 78.70% [984550/1251000] [787.0/1000.0] [batch_t 0.234 (0.452)] [data_t 0.009] [optim_t 0.225] [lr 0.000350] [CE 3.685 (3.898)] [KD 1.985 (2.195)] 2024-10-18 16:13:24,892 - Train: 78.71% [984600/1251000] [787.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000350] [CE 3.705 (3.877)] [KD 2.035 (2.134)] 2024-10-18 16:13:37,374 - Train: 78.71% [984650/1251000] [787.1/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000350] [CE 3.776 (3.910)] [KD 2.188 (2.136)] 2024-10-18 16:13:49,329 - Train: 78.71% [984700/1251000] [787.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000350] [CE 4.262 (4.002)] [KD 2.147 (2.180)] 2024-10-18 16:14:01,154 - Train: 78.72% [984750/1251000] [787.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000350] [CE 4.145 (3.877)] [KD 2.335 (2.116)] 2024-10-18 16:14:13,278 - Train: 78.72% [984800/1251000] [787.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000350] [CE 4.040 (3.953)] [KD 2.200 (2.123)] 2024-10-18 16:14:25,443 - Train: 78.73% [984850/1251000] [787.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000350] [CE 3.690 (3.927)] [KD 1.971 (2.133)] 2024-10-18 16:14:38,071 - Train: 78.73% [984900/1251000] [787.3/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000349] [CE 3.499 (3.859)] [KD 1.879 (2.090)] 2024-10-18 16:14:50,068 - Train: 78.73% [984950/1251000] [787.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000349] [CE 3.622 (3.895)] [KD 1.891 (2.120)] 2024-10-18 16:15:02,221 - Train: 78.74% [985000/1251000] [787.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000349] [CE 3.991 (3.920)] [KD 2.260 (2.115)] 2024-10-18 16:15:14,424 - Train: 78.74% [985050/1251000] [787.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000349] [CE 4.048 (3.958)] [KD 2.087 (2.119)] 2024-10-18 16:15:26,820 - Train: 78.75% [985100/1251000] [787.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000349] [CE 4.384 (3.903)] [KD 2.378 (2.140)] 2024-10-18 16:15:38,900 - Train: 78.75% [985150/1251000] [787.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000349] [CE 3.825 (3.940)] [KD 2.105 (2.135)] 2024-10-18 16:15:50,637 - Train: 78.75% [985200/1251000] [787.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000349] [CE 3.852 (4.020)] [KD 2.222 (2.202)] 2024-10-18 16:16:02,757 - Train: 78.76% [985250/1251000] [787.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000349] [CE 3.256 (3.870)] [KD 1.898 (2.091)] 2024-10-18 16:16:14,758 - Train: 78.76% [985300/1251000] [787.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000348] [CE 4.277 (3.907)] [KD 2.206 (2.136)] 2024-10-18 16:16:26,512 - Train: 78.76% [985350/1251000] [787.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000348] [CE 3.856 (3.896)] [KD 2.055 (2.123)] 2024-10-18 16:16:38,545 - Train: 78.77% [985400/1251000] [787.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000348] [CE 4.432 (3.934)] [KD 2.414 (2.123)] 2024-10-18 16:16:50,850 - Train: 78.77% [985450/1251000] [787.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000348] [CE 4.271 (3.894)] [KD 2.360 (2.131)] 2024-10-18 16:17:02,818 - Train: 78.78% [985500/1251000] [787.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000348] [CE 3.825 (3.889)] [KD 2.195 (2.109)] 2024-10-18 16:17:14,708 - Train: 78.78% [985550/1251000] [787.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000348] [CE 4.066 (3.969)] [KD 2.314 (2.124)] 2024-10-18 16:17:26,819 - Train: 78.78% [985600/1251000] [787.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000348] [CE 4.163 (3.873)] [KD 2.235 (2.101)] 2024-10-18 16:17:38,734 - Train: 78.79% [985650/1251000] [787.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000348] [CE 4.322 (3.916)] [KD 2.393 (2.140)] 2024-10-18 16:17:50,888 - Train: 78.79% [985700/1251000] [787.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000348] [CE 4.011 (3.913)] [KD 2.212 (2.110)] 2024-10-18 16:18:02,827 - Train: 78.80% [985750/1251000] [788.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000347] [CE 3.998 (3.952)] [KD 2.121 (2.125)] 2024-10-18 16:18:24,006 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40526] [top5_cnt 47750] [top_all 50000] 2024-10-18 16:18:24,007 - net: 81.052 (95.500) 2024-10-18 16:18:36,640 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 41101] [top5_cnt 48045] [top_all 50000] 2024-10-18 16:18:36,641 - net_E: 82.202 (96.090) 2024-10-18 16:18:36,760 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:18:36,760 - ==> Total time: 3 days, 1:05:17 Eta: 19:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:18:43,864 - Train: 78.80% [985800/1251000] [788.0/1000.0] [batch_t 0.237 (0.458)] [data_t 0.009] [optim_t 0.228] [lr 0.000347] [CE 3.984 (3.929)] [KD 2.270 (2.137)] 2024-10-18 16:18:55,863 - Train: 78.80% [985850/1251000] [788.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000347] [CE 4.050 (3.946)] [KD 2.121 (2.145)] 2024-10-18 16:19:08,306 - Train: 78.81% [985900/1251000] [788.1/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000347] [CE 4.246 (3.935)] [KD 2.284 (2.153)] 2024-10-18 16:19:20,542 - Train: 78.81% [985950/1251000] [788.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000347] [CE 3.801 (3.931)] [KD 2.030 (2.125)] 2024-10-18 16:19:32,324 - Train: 78.82% [986000/1251000] [788.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000347] [CE 3.652 (3.984)] [KD 1.959 (2.166)] 2024-10-18 16:19:44,323 - Train: 78.82% [986050/1251000] [788.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000347] [CE 3.701 (3.975)] [KD 1.930 (2.149)] 2024-10-18 16:19:56,452 - Train: 78.82% [986100/1251000] [788.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000347] [CE 3.694 (3.957)] [KD 2.096 (2.164)] 2024-10-18 16:20:08,471 - Train: 78.83% [986150/1251000] [788.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000347] [CE 3.890 (3.889)] [KD 2.011 (2.115)] 2024-10-18 16:20:20,702 - Train: 78.83% [986200/1251000] [788.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000346] [CE 3.907 (4.015)] [KD 2.142 (2.149)] 2024-10-18 16:20:32,852 - Train: 78.84% [986250/1251000] [788.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000346] [CE 3.472 (3.889)] [KD 2.082 (2.124)] 2024-10-18 16:20:44,930 - Train: 78.84% [986300/1251000] [788.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000346] [CE 4.082 (4.013)] [KD 2.130 (2.172)] 2024-10-18 16:20:56,894 - Train: 78.84% [986350/1251000] [788.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000346] [CE 4.131 (3.963)] [KD 2.118 (2.156)] 2024-10-18 16:21:08,978 - Train: 78.85% [986400/1251000] [788.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000346] [CE 3.620 (3.905)] [KD 1.939 (2.139)] 2024-10-18 16:21:21,012 - Train: 78.85% [986450/1251000] [788.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000346] [CE 4.208 (3.980)] [KD 2.281 (2.145)] 2024-10-18 16:21:33,159 - Train: 78.86% [986500/1251000] [788.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000346] [CE 3.366 (3.893)] [KD 1.885 (2.106)] 2024-10-18 16:21:45,439 - Train: 78.86% [986550/1251000] [788.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000346] [CE 4.462 (3.976)] [KD 2.505 (2.175)] 2024-10-18 16:21:57,469 - Train: 78.86% [986600/1251000] [788.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000345] [CE 3.693 (3.953)] [KD 1.989 (2.148)] 2024-10-18 16:22:09,300 - Train: 78.87% [986650/1251000] [788.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000345] [CE 3.749 (3.833)] [KD 1.890 (2.076)] 2024-10-18 16:22:21,485 - Train: 78.87% [986700/1251000] [788.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000345] [CE 4.124 (3.963)] [KD 2.261 (2.138)] 2024-10-18 16:22:33,576 - Train: 78.88% [986750/1251000] [788.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000345] [CE 4.099 (3.871)] [KD 2.102 (2.091)] 2024-10-18 16:22:45,400 - Train: 78.88% [986800/1251000] [788.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000345] [CE 3.488 (3.887)] [KD 1.915 (2.115)] 2024-10-18 16:22:57,533 - Train: 78.88% [986850/1251000] [788.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000345] [CE 4.024 (3.903)] [KD 2.242 (2.128)] 2024-10-18 16:23:09,807 - Train: 78.89% [986900/1251000] [788.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000345] [CE 3.786 (3.925)] [KD 2.058 (2.137)] 2024-10-18 16:23:21,848 - Train: 78.89% [986950/1251000] [788.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000345] [CE 4.315 (3.925)] [KD 2.315 (2.121)] 2024-10-18 16:23:33,875 - Train: 78.90% [987000/1251000] [789.0/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000345] [CE 3.870 (3.938)] [KD 2.215 (2.136)] 2024-10-18 16:23:54,968 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40414] [top5_cnt 47748] [top_all 50000] 2024-10-18 16:23:54,968 - net: 80.828 (95.496) 2024-10-18 16:24:07,153 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41111] [top5_cnt 48059] [top_all 50000] 2024-10-18 16:24:07,154 - net_E: 82.222 (96.118) 2024-10-18 16:24:07,294 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:24:07,294 - ==> Total time: 3 days, 1:10:47 Eta: 19:34:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:24:13,940 - Train: 78.90% [987050/1251000] [789.0/1000.0] [batch_t 0.241 (0.456)] [data_t 0.009] [optim_t 0.232] [lr 0.000344] [CE 4.142 (3.791)] [KD 2.330 (2.038)] 2024-10-18 16:24:25,855 - Train: 78.90% [987100/1251000] [789.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000344] [CE 3.943 (3.873)] [KD 2.242 (2.109)] 2024-10-18 16:24:38,149 - Train: 78.91% [987150/1251000] [789.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000344] [CE 4.061 (3.884)] [KD 2.130 (2.132)] 2024-10-18 16:24:50,027 - Train: 78.91% [987200/1251000] [789.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000344] [CE 3.913 (3.923)] [KD 2.130 (2.123)] 2024-10-18 16:25:02,043 - Train: 78.92% [987250/1251000] [789.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000344] [CE 3.944 (3.901)] [KD 2.367 (2.122)] 2024-10-18 16:25:13,867 - Train: 78.92% [987300/1251000] [789.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000344] [CE 3.757 (3.902)] [KD 2.079 (2.121)] 2024-10-18 16:25:25,985 - Train: 78.92% [987350/1251000] [789.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000344] [CE 4.120 (3.923)] [KD 2.160 (2.147)] 2024-10-18 16:25:37,954 - Train: 78.93% [987400/1251000] [789.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000344] [CE 3.357 (3.839)] [KD 1.870 (2.087)] 2024-10-18 16:25:49,958 - Train: 78.93% [987450/1251000] [789.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000344] [CE 3.736 (3.909)] [KD 2.022 (2.092)] 2024-10-18 16:26:01,859 - Train: 78.94% [987500/1251000] [789.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000343] [CE 3.658 (3.908)] [KD 1.968 (2.123)] 2024-10-18 16:26:13,974 - Train: 78.94% [987550/1251000] [789.4/1000.0] [batch_t 0.366 (0.242)] [data_t 0.009] [optim_t 0.357] [lr 0.000343] [CE 3.889 (3.970)] [KD 2.065 (2.130)] 2024-10-18 16:26:25,897 - Train: 78.94% [987600/1251000] [789.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000343] [CE 3.840 (3.920)] [KD 1.981 (2.110)] 2024-10-18 16:26:37,868 - Train: 78.95% [987650/1251000] [789.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000343] [CE 3.535 (3.927)] [KD 1.842 (2.115)] 2024-10-18 16:26:49,637 - Train: 78.95% [987700/1251000] [789.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000343] [CE 4.083 (4.008)] [KD 2.221 (2.164)] 2024-10-18 16:27:01,825 - Train: 78.96% [987750/1251000] [789.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000343] [CE 4.105 (3.894)] [KD 2.253 (2.109)] 2024-10-18 16:27:13,839 - Train: 78.96% [987800/1251000] [789.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000343] [CE 4.020 (3.905)] [KD 2.239 (2.114)] 2024-10-18 16:27:25,825 - Train: 78.96% [987850/1251000] [789.6/1000.0] [batch_t 0.365 (0.240)] [data_t 0.009] [optim_t 0.356] [lr 0.000343] [CE 3.495 (3.881)] [KD 2.001 (2.113)] 2024-10-18 16:27:37,674 - Train: 78.97% [987900/1251000] [789.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000343] [CE 3.838 (3.921)] [KD 2.135 (2.107)] 2024-10-18 16:27:49,807 - Train: 78.97% [987950/1251000] [789.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000342] [CE 4.329 (3.970)] [KD 2.204 (2.150)] 2024-10-18 16:28:01,678 - Train: 78.98% [988000/1251000] [789.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000342] [CE 3.041 (3.860)] [KD 1.625 (2.117)] 2024-10-18 16:28:13,385 - Train: 78.98% [988050/1251000] [789.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000342] [CE 3.830 (3.856)] [KD 2.052 (2.104)] 2024-10-18 16:28:25,358 - Train: 78.98% [988100/1251000] [789.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000342] [CE 3.623 (3.934)] [KD 1.888 (2.122)] 2024-10-18 16:28:37,615 - Train: 78.99% [988150/1251000] [789.9/1000.0] [batch_t 0.377 (0.245)] [data_t 0.009] [optim_t 0.368] [lr 0.000342] [CE 3.729 (3.820)] [KD 2.152 (2.077)] 2024-10-18 16:28:49,632 - Train: 78.99% [988200/1251000] [789.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000342] [CE 4.297 (3.904)] [KD 2.256 (2.136)] 2024-10-18 16:29:01,705 - Train: 79.00% [988250/1251000] [790.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000342] [CE 3.651 (3.839)] [KD 2.122 (2.096)] 2024-10-18 16:29:23,356 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40412] [top5_cnt 47742] [top_all 50000] 2024-10-18 16:29:23,356 - net: 80.824 (95.484) 2024-10-18 16:29:35,678 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41114] [top5_cnt 48054] [top_all 50000] 2024-10-18 16:29:35,679 - net_E: 82.228 (96.108) 2024-10-18 16:29:35,850 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:29:35,850 - ==> Total time: 3 days, 1:16:16 Eta: 19:28:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:29:42,148 - Train: 79.00% [988300/1251000] [790.0/1000.0] [batch_t 0.231 (0.471)] [data_t 0.009] [optim_t 0.222] [lr 0.000342] [CE 3.878 (3.863)] [KD 2.158 (2.132)] 2024-10-18 16:29:54,348 - Train: 79.00% [988350/1251000] [790.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000341] [CE 3.881 (3.987)] [KD 2.277 (2.132)] 2024-10-18 16:30:06,313 - Train: 79.01% [988400/1251000] [790.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.000341] [CE 4.149 (3.934)] [KD 2.335 (2.120)] 2024-10-18 16:30:18,266 - Train: 79.01% [988450/1251000] [790.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000341] [CE 4.388 (3.909)] [KD 2.438 (2.128)] 2024-10-18 16:30:30,676 - Train: 79.02% [988500/1251000] [790.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000341] [CE 4.021 (3.933)] [KD 2.134 (2.126)] 2024-10-18 16:30:42,912 - Train: 79.02% [988550/1251000] [790.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000341] [CE 3.876 (3.918)] [KD 2.147 (2.116)] 2024-10-18 16:30:54,723 - Train: 79.02% [988600/1251000] [790.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000341] [CE 3.458 (3.874)] [KD 1.973 (2.093)] 2024-10-18 16:31:06,901 - Train: 79.03% [988650/1251000] [790.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000341] [CE 4.059 (3.912)] [KD 2.105 (2.128)] 2024-10-18 16:31:18,861 - Train: 79.03% [988700/1251000] [790.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000341] [CE 3.142 (3.886)] [KD 1.764 (2.099)] 2024-10-18 16:31:31,106 - Train: 79.04% [988750/1251000] [790.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000341] [CE 4.398 (3.904)] [KD 2.487 (2.113)] 2024-10-18 16:31:43,419 - Train: 79.04% [988800/1251000] [790.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000340] [CE 3.915 (3.919)] [KD 2.051 (2.117)] 2024-10-18 16:31:55,463 - Train: 79.04% [988850/1251000] [790.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000340] [CE 3.900 (3.932)] [KD 2.134 (2.163)] 2024-10-18 16:32:07,552 - Train: 79.05% [988900/1251000] [790.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000340] [CE 3.840 (3.996)] [KD 2.017 (2.139)] 2024-10-18 16:32:19,737 - Train: 79.05% [988950/1251000] [790.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000340] [CE 4.192 (3.934)] [KD 2.281 (2.123)] 2024-10-18 16:32:31,794 - Train: 79.06% [989000/1251000] [790.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000340] [CE 3.948 (3.924)] [KD 2.214 (2.118)] 2024-10-18 16:32:44,053 - Train: 79.06% [989050/1251000] [790.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000340] [CE 3.661 (3.961)] [KD 2.017 (2.152)] 2024-10-18 16:32:56,364 - Train: 79.06% [989100/1251000] [790.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000340] [CE 3.945 (3.934)] [KD 2.198 (2.128)] 2024-10-18 16:33:08,568 - Train: 79.07% [989150/1251000] [790.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000340] [CE 4.100 (3.879)] [KD 2.198 (2.117)] 2024-10-18 16:33:20,437 - Train: 79.07% [989200/1251000] [790.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000340] [CE 4.350 (4.005)] [KD 2.173 (2.169)] 2024-10-18 16:33:32,620 - Train: 79.08% [989250/1251000] [790.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000339] [CE 4.036 (3.877)] [KD 2.149 (2.091)] 2024-10-18 16:33:44,583 - Train: 79.08% [989300/1251000] [790.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000339] [CE 3.851 (3.985)] [KD 2.054 (2.153)] 2024-10-18 16:33:56,724 - Train: 79.08% [989350/1251000] [790.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000339] [CE 3.797 (3.963)] [KD 1.886 (2.119)] 2024-10-18 16:34:08,947 - Train: 79.09% [989400/1251000] [790.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000339] [CE 4.441 (3.916)] [KD 2.362 (2.126)] 2024-10-18 16:34:21,039 - Train: 79.09% [989450/1251000] [790.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000339] [CE 3.680 (3.904)] [KD 2.020 (2.105)] 2024-10-18 16:34:33,039 - Train: 79.10% [989500/1251000] [791.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000339] [CE 3.634 (3.905)] [KD 1.983 (2.119)] 2024-10-18 16:34:55,208 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.246)] [top1_cnt 40433] [top5_cnt 47749] [top_all 50000] 2024-10-18 16:34:55,208 - net: 80.866 (95.498) 2024-10-18 16:35:07,660 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41134] [top5_cnt 48054] [top_all 50000] 2024-10-18 16:35:07,661 - net_E: 82.268 (96.108) 2024-10-18 16:35:07,803 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.280 (epoch: 781)] 2024-10-18 16:35:07,804 - ==> Total time: 3 days, 1:21:48 Eta: 19:23:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:35:13,744 - Train: 79.10% [989550/1251000] [791.0/1000.0] [batch_t 0.233 (0.491)] [data_t 0.009] [optim_t 0.224] [lr 0.000339] [CE 3.891 (3.930)] [KD 2.166 (2.091)] 2024-10-18 16:35:25,515 - Train: 79.10% [989600/1251000] [791.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000339] [CE 4.015 (3.920)] [KD 2.175 (2.128)] 2024-10-18 16:35:38,028 - Train: 79.11% [989650/1251000] [791.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000339] [CE 3.906 (3.903)] [KD 2.207 (2.076)] 2024-10-18 16:35:49,946 - Train: 79.11% [989700/1251000] [791.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000338] [CE 3.608 (3.950)] [KD 1.990 (2.129)] 2024-10-18 16:36:02,070 - Train: 79.12% [989750/1251000] [791.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000338] [CE 3.878 (3.947)] [KD 2.157 (2.135)] 2024-10-18 16:36:14,333 - Train: 79.12% [989800/1251000] [791.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000338] [CE 4.353 (3.965)] [KD 2.422 (2.140)] 2024-10-18 16:36:26,348 - Train: 79.12% [989850/1251000] [791.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000338] [CE 4.216 (3.975)] [KD 2.306 (2.148)] 2024-10-18 16:36:38,315 - Train: 79.13% [989900/1251000] [791.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000338] [CE 3.799 (3.877)] [KD 1.973 (2.101)] 2024-10-18 16:36:50,531 - Train: 79.13% [989950/1251000] [791.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000338] [CE 3.599 (3.868)] [KD 1.913 (2.065)] 2024-10-18 16:37:02,559 - Train: 79.14% [990000/1251000] [791.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000338] [CE 3.608 (3.857)] [KD 1.856 (2.063)] 2024-10-18 16:37:14,689 - Train: 79.14% [990050/1251000] [791.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000338] [CE 4.294 (3.846)] [KD 2.320 (2.088)] 2024-10-18 16:37:26,833 - Train: 79.14% [990100/1251000] [791.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000337] [CE 4.168 (3.958)] [KD 2.199 (2.155)] 2024-10-18 16:37:38,663 - Train: 79.15% [990150/1251000] [791.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000337] [CE 3.492 (3.826)] [KD 1.999 (2.071)] 2024-10-18 16:37:50,645 - Train: 79.15% [990200/1251000] [791.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000337] [CE 3.089 (3.942)] [KD 1.728 (2.117)] 2024-10-18 16:38:02,709 - Train: 79.16% [990250/1251000] [791.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000337] [CE 4.295 (3.875)] [KD 2.248 (2.111)] 2024-10-18 16:38:14,646 - Train: 79.16% [990300/1251000] [791.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000337] [CE 3.901 (3.925)] [KD 2.011 (2.118)] 2024-10-18 16:38:26,917 - Train: 79.16% [990350/1251000] [791.6/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000337] [CE 3.795 (3.900)] [KD 1.990 (2.119)] 2024-10-18 16:38:39,125 - Train: 79.17% [990400/1251000] [791.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000337] [CE 3.609 (3.964)] [KD 1.992 (2.148)] 2024-10-18 16:38:51,286 - Train: 79.17% [990450/1251000] [791.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000337] [CE 4.278 (3.991)] [KD 2.495 (2.166)] 2024-10-18 16:39:03,426 - Train: 79.18% [990500/1251000] [791.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000337] [CE 3.498 (3.897)] [KD 2.016 (2.115)] 2024-10-18 16:39:15,419 - Train: 79.18% [990550/1251000] [791.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000336] [CE 4.108 (3.878)] [KD 2.297 (2.110)] 2024-10-18 16:39:27,357 - Train: 79.18% [990600/1251000] [791.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000336] [CE 3.733 (3.928)] [KD 2.157 (2.137)] 2024-10-18 16:39:39,741 - Train: 79.19% [990650/1251000] [791.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000336] [CE 4.288 (3.913)] [KD 2.026 (2.118)] 2024-10-18 16:39:51,821 - Train: 79.19% [990700/1251000] [791.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000336] [CE 3.893 (3.985)] [KD 2.083 (2.158)] 2024-10-18 16:40:03,818 - Train: 79.20% [990750/1251000] [792.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000336] [CE 3.905 (3.895)] [KD 2.237 (2.103)] 2024-10-18 16:40:25,969 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40493] [top5_cnt 47830] [top_all 50000] 2024-10-18 16:40:25,970 - net: 80.986 (95.660) 2024-10-18 16:40:38,524 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41154] [top5_cnt 48063] [top_all 50000] 2024-10-18 16:40:38,525 - net_E: 82.308 (96.126) 2024-10-18 16:40:38,678 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.308 (epoch: 792)] 2024-10-18 16:40:38,678 - ==> Total time: 3 days, 1:27:19 Eta: 19:17:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:40:46,556 - Train: 79.20% [990800/1251000] [792.0/1000.0] [batch_t 0.247 (0.378)] [data_t 0.009] [optim_t 0.238] [lr 0.000336] [CE 3.594 (4.126)] [KD 1.870 (2.238)] 2024-10-18 16:40:58,563 - Train: 79.20% [990850/1251000] [792.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000336] [CE 3.670 (3.906)] [KD 1.891 (2.094)] 2024-10-18 16:41:10,838 - Train: 79.21% [990900/1251000] [792.1/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000336] [CE 3.901 (3.894)] [KD 1.980 (2.093)] 2024-10-18 16:41:22,800 - Train: 79.21% [990950/1251000] [792.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000336] [CE 3.903 (3.902)] [KD 2.254 (2.099)] 2024-10-18 16:41:34,668 - Train: 79.22% [991000/1251000] [792.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000335] [CE 4.332 (3.936)] [KD 2.286 (2.127)] 2024-10-18 16:41:46,612 - Train: 79.22% [991050/1251000] [792.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000335] [CE 3.947 (3.945)] [KD 2.133 (2.114)] 2024-10-18 16:41:58,602 - Train: 79.22% [991100/1251000] [792.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000335] [CE 4.261 (3.940)] [KD 2.143 (2.112)] 2024-10-18 16:42:10,635 - Train: 79.23% [991150/1251000] [792.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000335] [CE 3.289 (3.925)] [KD 1.699 (2.133)] 2024-10-18 16:42:22,717 - Train: 79.23% [991200/1251000] [792.3/1000.0] [batch_t 0.362 (0.242)] [data_t 0.009] [optim_t 0.353] [lr 0.000335] [CE 3.996 (3.922)] [KD 2.174 (2.108)] 2024-10-18 16:42:34,928 - Train: 79.24% [991250/1251000] [792.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000335] [CE 3.691 (3.880)] [KD 2.039 (2.128)] 2024-10-18 16:42:47,458 - Train: 79.24% [991300/1251000] [792.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000335] [CE 4.228 (3.885)] [KD 2.416 (2.077)] 2024-10-18 16:42:59,790 - Train: 79.24% [991350/1251000] [792.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000335] [CE 3.520 (3.890)] [KD 1.871 (2.103)] 2024-10-18 16:43:12,380 - Train: 79.25% [991400/1251000] [792.5/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000335] [CE 4.329 (3.952)] [KD 2.327 (2.130)] 2024-10-18 16:43:24,442 - Train: 79.25% [991450/1251000] [792.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000334] [CE 4.058 (3.904)] [KD 2.145 (2.095)] 2024-10-18 16:43:36,972 - Train: 79.26% [991500/1251000] [792.6/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000334] [CE 4.250 (3.970)] [KD 2.282 (2.158)] 2024-10-18 16:43:49,289 - Train: 79.26% [991550/1251000] [792.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000334] [CE 3.943 (3.932)] [KD 2.204 (2.116)] 2024-10-18 16:44:01,408 - Train: 79.26% [991600/1251000] [792.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000334] [CE 3.565 (3.853)] [KD 1.915 (2.077)] 2024-10-18 16:44:13,625 - Train: 79.27% [991650/1251000] [792.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000334] [CE 4.407 (3.930)] [KD 2.369 (2.083)] 2024-10-18 16:44:25,846 - Train: 79.27% [991700/1251000] [792.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000334] [CE 3.407 (3.865)] [KD 1.917 (2.095)] 2024-10-18 16:44:37,977 - Train: 79.28% [991750/1251000] [792.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000334] [CE 3.924 (3.898)] [KD 1.976 (2.092)] 2024-10-18 16:44:50,393 - Train: 79.28% [991800/1251000] [792.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000334] [CE 3.854 (3.846)] [KD 2.048 (2.075)] 2024-10-18 16:45:02,416 - Train: 79.28% [991850/1251000] [792.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000334] [CE 4.054 (3.868)] [KD 2.252 (2.114)] 2024-10-18 16:45:14,602 - Train: 79.29% [991900/1251000] [792.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000333] [CE 4.379 (3.982)] [KD 2.318 (2.147)] 2024-10-18 16:45:26,800 - Train: 79.29% [991950/1251000] [792.9/1000.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.000333] [CE 4.410 (3.937)] [KD 2.483 (2.116)] 2024-10-18 16:45:38,896 - Train: 79.30% [992000/1251000] [793.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000333] [CE 3.667 (3.924)] [KD 1.942 (2.130)] 2024-10-18 16:46:01,121 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.231)] [top1_cnt 40402] [top5_cnt 47758] [top_all 50000] 2024-10-18 16:46:01,121 - net: 80.804 (95.516) 2024-10-18 16:46:13,420 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41135] [top5_cnt 48035] [top_all 50000] 2024-10-18 16:46:13,420 - net_E: 82.270 (96.070) 2024-10-18 16:46:13,559 - Max [top1: 81.054 (epoch: 786)] [top1-ema: 82.308 (epoch: 792)] 2024-10-18 16:46:13,559 - ==> Total time: 3 days, 1:32:54 Eta: 19:11:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:46:19,044 - Train: 79.30% [992050/1251000] [793.0/1000.0] [batch_t 0.235 (0.585)] [data_t 0.009] [optim_t 0.226] [lr 0.000333] [CE 3.826 (3.984)] [KD 1.929 (2.132)] 2024-10-18 16:46:30,994 - Train: 79.30% [992100/1251000] [793.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000333] [CE 3.923 (3.953)] [KD 2.354 (2.133)] 2024-10-18 16:46:43,524 - Train: 79.31% [992150/1251000] [793.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000333] [CE 3.909 (3.905)] [KD 2.244 (2.116)] 2024-10-18 16:46:55,709 - Train: 79.31% [992200/1251000] [793.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000333] [CE 4.051 (3.936)] [KD 2.039 (2.106)] 2024-10-18 16:47:07,508 - Train: 79.32% [992250/1251000] [793.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000333] [CE 4.218 (3.989)] [KD 2.360 (2.152)] 2024-10-18 16:47:19,619 - Train: 79.32% [992300/1251000] [793.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000333] [CE 3.816 (3.939)] [KD 2.148 (2.137)] 2024-10-18 16:47:31,625 - Train: 79.32% [992350/1251000] [793.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000332] [CE 3.766 (3.857)] [KD 1.897 (2.084)] 2024-10-18 16:47:43,502 - Train: 79.33% [992400/1251000] [793.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000332] [CE 3.600 (3.883)] [KD 1.865 (2.082)] 2024-10-18 16:47:55,452 - Train: 79.33% [992450/1251000] [793.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000332] [CE 3.737 (3.945)] [KD 1.947 (2.094)] 2024-10-18 16:48:07,630 - Train: 79.34% [992500/1251000] [793.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000332] [CE 3.710 (3.853)] [KD 2.115 (2.063)] 2024-10-18 16:48:19,801 - Train: 79.34% [992550/1251000] [793.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000332] [CE 4.198 (4.007)] [KD 2.243 (2.160)] 2024-10-18 16:48:31,738 - Train: 79.34% [992600/1251000] [793.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000332] [CE 3.926 (3.881)] [KD 2.197 (2.111)] 2024-10-18 16:48:43,470 - Train: 79.35% [992650/1251000] [793.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000332] [CE 4.043 (3.923)] [KD 2.174 (2.109)] 2024-10-18 16:48:55,343 - Train: 79.35% [992700/1251000] [793.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000332] [CE 3.680 (3.854)] [KD 1.994 (2.089)] 2024-10-18 16:49:07,358 - Train: 79.36% [992750/1251000] [793.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000332] [CE 3.606 (3.910)] [KD 2.010 (2.119)] 2024-10-18 16:49:19,540 - Train: 79.36% [992800/1251000] [793.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000331] [CE 4.102 (3.877)] [KD 2.142 (2.112)] 2024-10-18 16:49:31,589 - Train: 79.36% [992850/1251000] [793.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000331] [CE 4.013 (3.888)] [KD 2.202 (2.102)] 2024-10-18 16:49:43,984 - Train: 79.37% [992900/1251000] [793.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000331] [CE 4.243 (3.916)] [KD 2.169 (2.113)] 2024-10-18 16:49:56,244 - Train: 79.37% [992950/1251000] [793.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000331] [CE 4.218 (3.860)] [KD 2.204 (2.081)] 2024-10-18 16:50:08,369 - Train: 79.38% [993000/1251000] [793.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000331] [CE 4.003 (3.916)] [KD 2.327 (2.106)] 2024-10-18 16:50:20,919 - Train: 79.38% [993050/1251000] [793.8/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000331] [CE 4.182 (3.917)] [KD 2.291 (2.107)] 2024-10-18 16:50:33,011 - Train: 79.38% [993100/1251000] [793.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000331] [CE 3.764 (3.961)] [KD 1.999 (2.120)] 2024-10-18 16:50:45,503 - Train: 79.39% [993150/1251000] [793.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000331] [CE 3.759 (3.886)] [KD 1.985 (2.072)] 2024-10-18 16:50:57,502 - Train: 79.39% [993200/1251000] [793.9/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.000330] [CE 4.260 (3.964)] [KD 2.195 (2.131)] 2024-10-18 16:51:09,313 - Train: 79.40% [993250/1251000] [794.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000330] [CE 4.224 (3.818)] [KD 2.202 (2.065)] 2024-10-18 16:51:32,394 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40528] [top5_cnt 47760] [top_all 50000] 2024-10-18 16:51:32,394 - net: 81.056 (95.520) 2024-10-18 16:51:44,423 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41121] [top5_cnt 48016] [top_all 50000] 2024-10-18 16:51:44,424 - net_E: 82.242 (96.032) 2024-10-18 16:51:44,588 - Max [top1: 81.056 (epoch: 794)] [top1-ema: 82.308 (epoch: 792)] 2024-10-18 16:51:44,588 - ==> Total time: 3 days, 1:38:25 Eta: 19:06:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:51:52,223 - Train: 79.40% [993300/1251000] [794.0/1000.0] [batch_t 0.233 (0.434)] [data_t 0.009] [optim_t 0.224] [lr 0.000330] [CE 3.538 (3.856)] [KD 2.002 (2.112)] 2024-10-18 16:52:04,336 - Train: 79.40% [993350/1251000] [794.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000330] [CE 4.129 (3.831)] [KD 2.207 (2.058)] 2024-10-18 16:52:16,832 - Train: 79.41% [993400/1251000] [794.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000330] [CE 3.611 (3.899)] [KD 1.987 (2.099)] 2024-10-18 16:52:28,565 - Train: 79.41% [993450/1251000] [794.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000330] [CE 3.890 (3.858)] [KD 2.314 (2.065)] 2024-10-18 16:52:40,537 - Train: 79.42% [993500/1251000] [794.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000330] [CE 4.050 (3.880)] [KD 2.195 (2.074)] 2024-10-18 16:52:52,660 - Train: 79.42% [993550/1251000] [794.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000330] [CE 3.853 (3.844)] [KD 2.344 (2.064)] 2024-10-18 16:53:04,564 - Train: 79.42% [993600/1251000] [794.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000330] [CE 3.798 (3.892)] [KD 2.093 (2.097)] 2024-10-18 16:53:16,278 - Train: 79.43% [993650/1251000] [794.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000329] [CE 3.828 (3.884)] [KD 1.994 (2.096)] 2024-10-18 16:53:28,670 - Train: 79.43% [993700/1251000] [794.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000329] [CE 4.169 (3.945)] [KD 2.351 (2.109)] 2024-10-18 16:53:40,514 - Train: 79.44% [993750/1251000] [794.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000329] [CE 3.868 (3.929)] [KD 2.111 (2.106)] 2024-10-18 16:53:52,396 - Train: 79.44% [993800/1251000] [794.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000329] [CE 3.575 (3.868)] [KD 1.885 (2.064)] 2024-10-18 16:54:04,368 - Train: 79.44% [993850/1251000] [794.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000329] [CE 4.520 (3.839)] [KD 2.630 (2.093)] 2024-10-18 16:54:16,213 - Train: 79.45% [993900/1251000] [794.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000329] [CE 3.952 (3.846)] [KD 2.116 (2.075)] 2024-10-18 16:54:28,045 - Train: 79.45% [993950/1251000] [794.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000329] [CE 3.950 (3.957)] [KD 2.182 (2.125)] 2024-10-18 16:54:40,256 - Train: 79.46% [994000/1251000] [794.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000329] [CE 4.314 (3.896)] [KD 2.370 (2.112)] 2024-10-18 16:54:52,124 - Train: 79.46% [994050/1251000] [794.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000329] [CE 4.137 (3.907)] [KD 2.216 (2.119)] 2024-10-18 16:55:03,982 - Train: 79.46% [994100/1251000] [794.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000328] [CE 3.649 (3.896)] [KD 2.051 (2.105)] 2024-10-18 16:55:16,072 - Train: 79.47% [994150/1251000] [794.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000328] [CE 4.242 (3.938)] [KD 2.138 (2.126)] 2024-10-18 16:55:27,973 - Train: 79.47% [994200/1251000] [794.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000328] [CE 4.029 (3.888)] [KD 2.152 (2.084)] 2024-10-18 16:55:39,702 - Train: 79.48% [994250/1251000] [794.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000328] [CE 3.905 (3.925)] [KD 2.282 (2.121)] 2024-10-18 16:55:51,791 - Train: 79.48% [994300/1251000] [794.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000328] [CE 3.816 (3.942)] [KD 1.968 (2.131)] 2024-10-18 16:56:04,032 - Train: 79.48% [994350/1251000] [794.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000328] [CE 4.060 (3.832)] [KD 2.064 (2.050)] 2024-10-18 16:56:15,927 - Train: 79.49% [994400/1251000] [794.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000328] [CE 3.993 (3.885)] [KD 2.143 (2.094)] 2024-10-18 16:56:27,708 - Train: 79.49% [994450/1251000] [794.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000328] [CE 3.649 (3.825)] [KD 1.739 (2.061)] 2024-10-18 16:56:39,804 - Train: 79.50% [994500/1251000] [795.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000328] [CE 4.250 (3.877)] [KD 2.349 (2.083)] 2024-10-18 16:57:02,677 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40450] [top5_cnt 47753] [top_all 50000] 2024-10-18 16:57:02,678 - net: 80.900 (95.506) 2024-10-18 16:57:14,734 - Test (net_E): 100.00% [50/50] [batch_t 0.072 (0.235)] [top1_cnt 41168] [top5_cnt 48017] [top_all 50000] 2024-10-18 16:57:14,735 - net_E: 82.336 (96.034) 2024-10-18 16:57:14,888 - Max [top1: 81.056 (epoch: 794)] [top1-ema: 82.336 (epoch: 795)] 2024-10-18 16:57:14,888 - ==> Total time: 3 days, 1:43:55 Eta: 19:00:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 16:57:22,563 - Train: 79.50% [994550/1251000] [795.0/1000.0] [batch_t 0.233 (0.495)] [data_t 0.009] [optim_t 0.224] [lr 0.000327] [CE 4.066 (4.017)] [KD 2.243 (2.215)] 2024-10-18 16:57:34,348 - Train: 79.50% [994600/1251000] [795.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000327] [CE 3.987 (3.893)] [KD 2.072 (2.090)] 2024-10-18 16:57:46,840 - Train: 79.51% [994650/1251000] [795.1/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.000327] [CE 3.874 (3.940)] [KD 2.078 (2.115)] 2024-10-18 16:57:59,226 - Train: 79.51% [994700/1251000] [795.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000327] [CE 4.038 (3.912)] [KD 2.311 (2.122)] 2024-10-18 16:58:11,154 - Train: 79.52% [994750/1251000] [795.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000327] [CE 3.975 (3.952)] [KD 2.131 (2.130)] 2024-10-18 16:58:22,907 - Train: 79.52% [994800/1251000] [795.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000327] [CE 4.186 (4.014)] [KD 2.134 (2.137)] 2024-10-18 16:58:35,097 - Train: 79.52% [994850/1251000] [795.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000327] [CE 4.362 (3.818)] [KD 2.381 (2.042)] 2024-10-18 16:58:47,007 - Train: 79.53% [994900/1251000] [795.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000327] [CE 3.835 (3.967)] [KD 2.032 (2.133)] 2024-10-18 16:58:59,214 - Train: 79.53% [994950/1251000] [795.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000327] [CE 3.912 (3.914)] [KD 2.132 (2.106)] 2024-10-18 16:59:11,356 - Train: 79.54% [995000/1251000] [795.4/1000.0] [batch_t 0.251 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.000326] [CE 3.750 (3.927)] [KD 2.116 (2.115)] 2024-10-18 16:59:23,982 - Train: 79.54% [995050/1251000] [795.4/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000326] [CE 4.145 (3.967)] [KD 2.132 (2.107)] 2024-10-18 16:59:35,957 - Train: 79.54% [995100/1251000] [795.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000326] [CE 3.707 (3.929)] [KD 2.030 (2.125)] 2024-10-18 16:59:47,900 - Train: 79.55% [995150/1251000] [795.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000326] [CE 3.923 (3.859)] [KD 1.941 (2.060)] 2024-10-18 16:59:59,684 - Train: 79.55% [995200/1251000] [795.5/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000326] [CE 3.821 (3.876)] [KD 2.122 (2.085)] 2024-10-18 17:00:11,848 - Train: 79.56% [995250/1251000] [795.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000326] [CE 4.520 (3.907)] [KD 2.235 (2.087)] 2024-10-18 17:00:23,897 - Train: 79.56% [995300/1251000] [795.6/1000.0] [batch_t 0.383 (0.241)] [data_t 0.009] [optim_t 0.374] [lr 0.000326] [CE 4.021 (3.865)] [KD 2.155 (2.085)] 2024-10-18 17:00:36,157 - Train: 79.56% [995350/1251000] [795.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000326] [CE 4.336 (3.941)] [KD 2.462 (2.125)] 2024-10-18 17:00:48,031 - Train: 79.57% [995400/1251000] [795.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.000326] [CE 4.108 (3.913)] [KD 2.107 (2.089)] 2024-10-18 17:01:00,426 - Train: 79.57% [995450/1251000] [795.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000325] [CE 3.891 (3.907)] [KD 2.107 (2.104)] 2024-10-18 17:01:12,322 - Train: 79.58% [995500/1251000] [795.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000325] [CE 3.554 (3.960)] [KD 2.038 (2.147)] 2024-10-18 17:01:24,485 - Train: 79.58% [995550/1251000] [795.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000325] [CE 3.761 (3.898)] [KD 1.983 (2.111)] 2024-10-18 17:01:36,494 - Train: 79.58% [995600/1251000] [795.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000325] [CE 4.083 (3.958)] [KD 2.196 (2.095)] 2024-10-18 17:01:48,806 - Train: 79.59% [995650/1251000] [795.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000325] [CE 4.214 (3.957)] [KD 2.367 (2.122)] 2024-10-18 17:02:00,905 - Train: 79.59% [995700/1251000] [795.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000325] [CE 3.898 (3.851)] [KD 2.056 (2.070)] 2024-10-18 17:02:12,955 - Train: 79.60% [995750/1251000] [796.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000325] [CE 4.220 (3.897)] [KD 2.284 (2.097)] 2024-10-18 17:02:36,249 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40529] [top5_cnt 47757] [top_all 50000] 2024-10-18 17:02:36,249 - net: 81.058 (95.514) 2024-10-18 17:02:48,541 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41157] [top5_cnt 48014] [top_all 50000] 2024-10-18 17:02:48,541 - net_E: 82.314 (96.028) 2024-10-18 17:02:48,711 - Max [top1: 81.058 (epoch: 796)] [top1-ema: 82.336 (epoch: 795)] 2024-10-18 17:02:48,712 - ==> Total time: 3 days, 1:49:29 Eta: 18:55:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:02:55,409 - Train: 79.60% [995800/1251000] [796.0/1000.0] [batch_t 0.234 (0.496)] [data_t 0.009] [optim_t 0.225] [lr 0.000325] [CE 3.613 (3.704)] [KD 1.882 (1.916)] 2024-10-18 17:03:07,741 - Train: 79.60% [995850/1251000] [796.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000325] [CE 4.079 (3.820)] [KD 2.091 (2.035)] 2024-10-18 17:03:19,820 - Train: 79.61% [995900/1251000] [796.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000324] [CE 4.029 (3.937)] [KD 2.241 (2.112)] 2024-10-18 17:03:31,721 - Train: 79.61% [995950/1251000] [796.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000324] [CE 3.773 (3.980)] [KD 2.012 (2.150)] 2024-10-18 17:03:43,604 - Train: 79.62% [996000/1251000] [796.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000324] [CE 3.845 (3.970)] [KD 1.988 (2.095)] 2024-10-18 17:03:55,472 - Train: 79.62% [996050/1251000] [796.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000324] [CE 3.829 (3.913)] [KD 2.133 (2.115)] 2024-10-18 17:04:07,631 - Train: 79.62% [996100/1251000] [796.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000324] [CE 3.558 (3.921)] [KD 1.929 (2.124)] 2024-10-18 17:04:19,352 - Train: 79.63% [996150/1251000] [796.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000324] [CE 3.483 (3.917)] [KD 1.905 (2.103)] 2024-10-18 17:04:31,428 - Train: 79.63% [996200/1251000] [796.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000324] [CE 4.110 (3.906)] [KD 2.177 (2.092)] 2024-10-18 17:04:43,183 - Train: 79.64% [996250/1251000] [796.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000324] [CE 3.982 (3.875)] [KD 2.078 (2.105)] 2024-10-18 17:04:55,152 - Train: 79.64% [996300/1251000] [796.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000324] [CE 4.034 (3.916)] [KD 2.013 (2.098)] 2024-10-18 17:05:07,009 - Train: 79.64% [996350/1251000] [796.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000323] [CE 3.609 (3.861)] [KD 1.870 (2.078)] 2024-10-18 17:05:18,855 - Train: 79.65% [996400/1251000] [796.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000323] [CE 4.272 (3.880)] [KD 2.259 (2.075)] 2024-10-18 17:05:30,714 - Train: 79.65% [996450/1251000] [796.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000323] [CE 3.895 (3.968)] [KD 2.010 (2.116)] 2024-10-18 17:05:42,982 - Train: 79.66% [996500/1251000] [796.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000323] [CE 3.920 (3.948)] [KD 2.093 (2.131)] 2024-10-18 17:05:54,800 - Train: 79.66% [996550/1251000] [796.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000323] [CE 4.248 (3.902)] [KD 2.235 (2.113)] 2024-10-18 17:06:06,667 - Train: 79.66% [996600/1251000] [796.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000323] [CE 3.664 (3.951)] [KD 1.951 (2.113)] 2024-10-18 17:06:18,799 - Train: 79.67% [996650/1251000] [796.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000323] [CE 3.904 (3.919)] [KD 2.014 (2.119)] 2024-10-18 17:06:30,914 - Train: 79.67% [996700/1251000] [796.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000323] [CE 4.011 (3.834)] [KD 2.240 (2.055)] 2024-10-18 17:06:43,083 - Train: 79.68% [996750/1251000] [796.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000323] [CE 3.854 (3.927)] [KD 2.068 (2.106)] 2024-10-18 17:06:55,065 - Train: 79.68% [996800/1251000] [796.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000322] [CE 3.851 (3.939)] [KD 2.098 (2.093)] 2024-10-18 17:07:07,392 - Train: 79.68% [996850/1251000] [796.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000322] [CE 4.226 (3.943)] [KD 2.174 (2.121)] 2024-10-18 17:07:19,345 - Train: 79.69% [996900/1251000] [796.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000322] [CE 3.941 (3.925)] [KD 2.211 (2.108)] 2024-10-18 17:07:31,683 - Train: 79.69% [996950/1251000] [796.9/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000322] [CE 4.085 (3.926)] [KD 2.197 (2.125)] 2024-10-18 17:07:43,891 - Train: 79.70% [997000/1251000] [797.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000322] [CE 3.853 (3.950)] [KD 2.061 (2.147)] 2024-10-18 17:08:07,250 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40537] [top5_cnt 47784] [top_all 50000] 2024-10-18 17:08:07,251 - net: 81.074 (95.568) 2024-10-18 17:08:19,423 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41162] [top5_cnt 48030] [top_all 50000] 2024-10-18 17:08:19,423 - net_E: 82.324 (96.060) 2024-10-18 17:08:19,576 - Max [top1: 81.074 (epoch: 797)] [top1-ema: 82.336 (epoch: 795)] 2024-10-18 17:08:19,576 - ==> Total time: 3 days, 1:55:00 Eta: 18:49:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:08:25,960 - Train: 79.70% [997050/1251000] [797.0/1000.0] [batch_t 0.231 (0.654)] [data_t 0.009] [optim_t 0.222] [lr 0.000322] [CE 3.897 (3.978)] [KD 2.019 (2.126)] 2024-10-18 17:08:38,210 - Train: 79.70% [997100/1251000] [797.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000322] [CE 3.451 (3.925)] [KD 1.933 (2.101)] 2024-10-18 17:08:50,437 - Train: 79.71% [997150/1251000] [797.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000322] [CE 3.617 (3.904)] [KD 1.857 (2.084)] 2024-10-18 17:09:02,469 - Train: 79.71% [997200/1251000] [797.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000322] [CE 4.013 (3.878)] [KD 2.070 (2.087)] 2024-10-18 17:09:14,198 - Train: 79.72% [997250/1251000] [797.2/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000321] [CE 3.612 (3.857)] [KD 1.908 (2.057)] 2024-10-18 17:09:25,938 - Train: 79.72% [997300/1251000] [797.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000321] [CE 3.930 (3.851)] [KD 2.134 (2.067)] 2024-10-18 17:09:37,720 - Train: 79.72% [997350/1251000] [797.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000321] [CE 4.013 (3.903)] [KD 2.368 (2.063)] 2024-10-18 17:09:49,700 - Train: 79.73% [997400/1251000] [797.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000321] [CE 4.147 (3.921)] [KD 2.132 (2.106)] 2024-10-18 17:10:01,741 - Train: 79.73% [997450/1251000] [797.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000321] [CE 4.141 (3.950)] [KD 2.081 (2.114)] 2024-10-18 17:10:13,633 - Train: 79.74% [997500/1251000] [797.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000321] [CE 4.207 (3.871)] [KD 2.090 (2.074)] 2024-10-18 17:10:25,438 - Train: 79.74% [997550/1251000] [797.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000321] [CE 3.846 (3.938)] [KD 2.003 (2.107)] 2024-10-18 17:10:37,187 - Train: 79.74% [997600/1251000] [797.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000321] [CE 3.456 (3.920)] [KD 1.894 (2.121)] 2024-10-18 17:10:48,857 - Train: 79.75% [997650/1251000] [797.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000321] [CE 3.892 (3.949)] [KD 2.078 (2.135)] 2024-10-18 17:11:00,926 - Train: 79.75% [997700/1251000] [797.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000320] [CE 3.924 (3.901)] [KD 2.137 (2.081)] 2024-10-18 17:11:13,117 - Train: 79.76% [997750/1251000] [797.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000320] [CE 3.795 (3.920)] [KD 2.059 (2.117)] 2024-10-18 17:11:24,970 - Train: 79.76% [997800/1251000] [797.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000320] [CE 3.589 (3.906)] [KD 1.908 (2.090)] 2024-10-18 17:11:36,886 - Train: 79.76% [997850/1251000] [797.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000320] [CE 4.011 (3.969)] [KD 2.159 (2.085)] 2024-10-18 17:11:48,687 - Train: 79.77% [997900/1251000] [797.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000320] [CE 3.901 (3.970)] [KD 2.108 (2.126)] 2024-10-18 17:12:00,835 - Train: 79.77% [997950/1251000] [797.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000320] [CE 3.951 (3.877)] [KD 2.063 (2.059)] 2024-10-18 17:12:12,853 - Train: 79.78% [998000/1251000] [797.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000320] [CE 4.145 (3.929)] [KD 2.424 (2.104)] 2024-10-18 17:12:24,617 - Train: 79.78% [998050/1251000] [797.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000320] [CE 4.049 (3.876)] [KD 2.155 (2.107)] 2024-10-18 17:12:36,640 - Train: 79.78% [998100/1251000] [797.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000320] [CE 3.748 (3.906)] [KD 1.947 (2.092)] 2024-10-18 17:12:48,770 - Train: 79.79% [998150/1251000] [797.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000319] [CE 3.664 (3.864)] [KD 2.022 (2.061)] 2024-10-18 17:13:00,631 - Train: 79.79% [998200/1251000] [797.9/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000319] [CE 3.897 (3.944)] [KD 2.118 (2.107)] 2024-10-18 17:13:12,637 - Train: 79.80% [998250/1251000] [798.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000319] [CE 3.809 (3.871)] [KD 2.047 (2.071)] 2024-10-18 17:13:36,121 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40536] [top5_cnt 47793] [top_all 50000] 2024-10-18 17:13:36,122 - net: 81.072 (95.586) 2024-10-18 17:13:48,424 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41165] [top5_cnt 48038] [top_all 50000] 2024-10-18 17:13:48,425 - net_E: 82.330 (96.076) 2024-10-18 17:13:48,574 - Max [top1: 81.074 (epoch: 797)] [top1-ema: 82.336 (epoch: 795)] 2024-10-18 17:13:48,575 - ==> Total time: 3 days, 2:00:29 Eta: 18:44:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:13:53,049 - Train: 79.80% [998300/1251000] [798.0/1000.0] [batch_t 0.258 (1.580)] [data_t 0.009] [optim_t 0.249] [lr 0.000319] [CE 4.055 (3.950)] [KD 2.122 (2.082)] 2024-10-18 17:14:04,991 - Train: 79.80% [998350/1251000] [798.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000319] [CE 3.498 (3.858)] [KD 1.942 (2.061)] 2024-10-18 17:14:17,140 - Train: 79.81% [998400/1251000] [798.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000319] [CE 3.918 (3.867)] [KD 2.083 (2.075)] 2024-10-18 17:14:29,149 - Train: 79.81% [998450/1251000] [798.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000319] [CE 4.288 (3.828)] [KD 2.261 (2.033)] 2024-10-18 17:14:41,510 - Train: 79.82% [998500/1251000] [798.2/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000319] [CE 4.178 (3.914)] [KD 2.289 (2.084)] 2024-10-18 17:14:53,248 - Train: 79.82% [998550/1251000] [798.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000319] [CE 3.948 (3.820)] [KD 2.167 (2.045)] 2024-10-18 17:15:05,605 - Train: 79.82% [998600/1251000] [798.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000318] [CE 3.737 (3.937)] [KD 2.079 (2.122)] 2024-10-18 17:15:18,259 - Train: 79.83% [998650/1251000] [798.3/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000318] [CE 3.688 (3.931)] [KD 2.008 (2.111)] 2024-10-18 17:15:30,459 - Train: 79.83% [998700/1251000] [798.3/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000318] [CE 4.356 (3.903)] [KD 2.234 (2.089)] 2024-10-18 17:15:42,851 - Train: 79.84% [998750/1251000] [798.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000318] [CE 4.179 (3.890)] [KD 2.246 (2.079)] 2024-10-18 17:15:55,348 - Train: 79.84% [998800/1251000] [798.4/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000318] [CE 3.387 (3.903)] [KD 1.654 (2.065)] 2024-10-18 17:16:07,568 - Train: 79.84% [998850/1251000] [798.4/1000.0] [batch_t 0.268 (0.244)] [data_t 0.009] [optim_t 0.260] [lr 0.000318] [CE 3.563 (3.964)] [KD 1.766 (2.111)] 2024-10-18 17:16:19,914 - Train: 79.85% [998900/1251000] [798.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000318] [CE 3.916 (3.836)] [KD 2.234 (2.072)] 2024-10-18 17:16:32,001 - Train: 79.85% [998950/1251000] [798.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000318] [CE 4.252 (3.978)] [KD 2.227 (2.122)] 2024-10-18 17:16:44,254 - Train: 79.86% [999000/1251000] [798.6/1000.0] [batch_t 0.361 (0.245)] [data_t 0.009] [optim_t 0.352] [lr 0.000318] [CE 4.263 (3.872)] [KD 2.308 (2.077)] 2024-10-18 17:16:56,295 - Train: 79.86% [999050/1251000] [798.6/1000.0] [batch_t 0.308 (0.241)] [data_t 0.009] [optim_t 0.299] [lr 0.000317] [CE 4.057 (3.915)] [KD 2.231 (2.111)] 2024-10-18 17:17:08,457 - Train: 79.86% [999100/1251000] [798.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000317] [CE 3.697 (3.869)] [KD 1.969 (2.068)] 2024-10-18 17:17:20,769 - Train: 79.87% [999150/1251000] [798.7/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000317] [CE 3.870 (3.928)] [KD 2.103 (2.128)] 2024-10-18 17:17:32,763 - Train: 79.87% [999200/1251000] [798.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000317] [CE 3.643 (3.919)] [KD 2.109 (2.103)] 2024-10-18 17:17:45,029 - Train: 79.88% [999250/1251000] [798.8/1000.0] [batch_t 0.284 (0.245)] [data_t 0.009] [optim_t 0.275] [lr 0.000317] [CE 4.440 (3.910)] [KD 2.449 (2.097)] 2024-10-18 17:17:57,409 - Train: 79.88% [999300/1251000] [798.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000317] [CE 4.107 (3.947)] [KD 2.126 (2.127)] 2024-10-18 17:18:09,428 - Train: 79.88% [999350/1251000] [798.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000317] [CE 3.702 (3.920)] [KD 1.819 (2.121)] 2024-10-18 17:18:21,964 - Train: 79.89% [999400/1251000] [798.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000317] [CE 3.878 (3.939)] [KD 2.106 (2.115)] 2024-10-18 17:18:34,718 - Train: 79.89% [999450/1251000] [798.9/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.000317] [CE 4.185 (3.902)] [KD 2.220 (2.083)] 2024-10-18 17:18:46,929 - Train: 79.90% [999500/1251000] [799.0/1000.0] [batch_t 0.271 (0.244)] [data_t 0.009] [optim_t 0.262] [lr 0.000316] [CE 3.601 (3.959)] [KD 1.868 (2.112)] 2024-10-18 17:19:11,577 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40576] [top5_cnt 47759] [top_all 50000] 2024-10-18 17:19:11,578 - net: 81.152 (95.518) 2024-10-18 17:19:23,709 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41175] [top5_cnt 48042] [top_all 50000] 2024-10-18 17:19:23,710 - net_E: 82.350 (96.084) 2024-10-18 17:19:23,886 - Max [top1: 81.152 (epoch: 799)] [top1-ema: 82.350 (epoch: 799)] 2024-10-18 17:19:23,886 - ==> Total time: 3 days, 2:06:04 Eta: 18:38:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:19:30,779 - Train: 79.90% [999550/1251000] [799.0/1000.0] [batch_t 1.177 (1.177)] [data_t 0.951] [optim_t 0.226] [lr 0.000316] [CE 3.476 (3.476)] [KD 1.949 (1.949)] 2024-10-18 17:19:43,006 - Train: 79.90% [999600/1251000] [799.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000316] [CE 3.789 (3.884)] [KD 1.929 (2.079)] 2024-10-18 17:19:55,288 - Train: 79.91% [999650/1251000] [799.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000316] [CE 3.537 (3.891)] [KD 1.957 (2.087)] 2024-10-18 17:20:07,411 - Train: 79.91% [999700/1251000] [799.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000316] [CE 4.143 (3.863)] [KD 2.381 (2.076)] 2024-10-18 17:20:19,183 - Train: 79.92% [999750/1251000] [799.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000316] [CE 4.201 (3.939)] [KD 2.155 (2.122)] 2024-10-18 17:20:31,075 - Train: 79.92% [999800/1251000] [799.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000316] [CE 3.600 (3.864)] [KD 1.830 (2.038)] 2024-10-18 17:20:42,845 - Train: 79.92% [999850/1251000] [799.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000316] [CE 3.501 (3.902)] [KD 1.787 (2.089)] 2024-10-18 17:20:54,914 - Train: 79.93% [999900/1251000] [799.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000316] [CE 4.202 (3.920)] [KD 2.228 (2.092)] 2024-10-18 17:21:06,878 - Train: 79.93% [999950/1251000] [799.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000315] [CE 4.502 (3.961)] [KD 2.498 (2.096)] 2024-10-18 17:21:19,037 - Train: 79.94% [1000000/1251000] [799.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000315] [CE 3.677 (3.917)] [KD 1.986 (2.081)] 2024-10-18 17:21:30,846 - Train: 79.94% [1000050/1251000] [799.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000315] [CE 3.559 (3.896)] [KD 2.019 (2.084)] 2024-10-18 17:21:42,819 - Train: 79.94% [1000100/1251000] [799.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000315] [CE 4.079 (3.894)] [KD 2.219 (2.100)] 2024-10-18 17:21:54,588 - Train: 79.95% [1000150/1251000] [799.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000315] [CE 3.779 (3.845)] [KD 2.064 (2.069)] 2024-10-18 17:22:06,468 - Train: 79.95% [1000200/1251000] [799.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000315] [CE 3.916 (3.990)] [KD 2.118 (2.146)] 2024-10-18 17:22:18,646 - Train: 79.96% [1000250/1251000] [799.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000315] [CE 4.044 (3.864)] [KD 2.212 (2.094)] 2024-10-18 17:22:31,044 - Train: 79.96% [1000300/1251000] [799.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000315] [CE 3.367 (3.904)] [KD 1.923 (2.075)] 2024-10-18 17:22:42,827 - Train: 79.96% [1000350/1251000] [799.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000315] [CE 3.771 (3.968)] [KD 2.046 (2.114)] 2024-10-18 17:22:54,864 - Train: 79.97% [1000400/1251000] [799.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000314] [CE 4.433 (3.918)] [KD 2.263 (2.085)] 2024-10-18 17:23:06,725 - Train: 79.97% [1000450/1251000] [799.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000314] [CE 4.127 (3.954)] [KD 2.089 (2.125)] 2024-10-18 17:23:18,957 - Train: 79.98% [1000500/1251000] [799.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000314] [CE 3.534 (3.962)] [KD 1.886 (2.092)] 2024-10-18 17:23:30,834 - Train: 79.98% [1000550/1251000] [799.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000314] [CE 3.542 (3.919)] [KD 1.865 (2.109)] 2024-10-18 17:23:42,866 - Train: 79.98% [1000600/1251000] [799.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000314] [CE 3.997 (3.925)] [KD 2.204 (2.093)] 2024-10-18 17:23:54,947 - Train: 79.99% [1000650/1251000] [799.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000314] [CE 4.404 (3.935)] [KD 2.251 (2.102)] 2024-10-18 17:24:07,091 - Train: 79.99% [1000700/1251000] [799.9/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000314] [CE 3.745 (3.908)] [KD 2.042 (2.101)] 2024-10-18 17:24:19,192 - Train: 80.00% [1000750/1251000] [800.0/1000.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.000314] [CE 3.919 (3.909)] [KD 2.224 (2.066)] 2024-10-18 17:24:31,459 - Train: 80.00% [1000800/1251000] [800.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000314] [CE 3.916 (3.912)] [KD 1.833 (2.046)] 2024-10-18 17:24:43,404 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 40621] [top5_cnt 47814] [top_all 50000] 2024-10-18 17:24:43,405 - net: 81.242 (95.628) 2024-10-18 17:24:55,655 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.237)] [top1_cnt 41199] [top5_cnt 48059] [top_all 50000] 2024-10-18 17:24:55,656 - net_E: 82.398 (96.118) 2024-10-18 17:24:55,809 - Max [top1: 81.242 (epoch: 800)] [top1-ema: 82.398 (epoch: 800)] 2024-10-18 17:24:55,810 - ==> Total time: 3 days, 2:11:36 Eta: 18:32:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:25:18,294 - Train: 80.00% [1000850/1251000] [800.0/1000.0] [batch_t 0.231 (0.259)] [data_t 0.009] [optim_t 0.223] [lr 0.000314] [CE 3.557 (3.910)] [KD 1.939 (2.061)] 2024-10-18 17:25:30,326 - Train: 80.01% [1000900/1251000] [800.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000313] [CE 3.900 (3.944)] [KD 2.031 (2.083)] 2024-10-18 17:25:42,395 - Train: 80.01% [1000950/1251000] [800.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000313] [CE 3.546 (3.893)] [KD 1.892 (2.095)] 2024-10-18 17:25:54,144 - Train: 80.02% [1001000/1251000] [800.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000313] [CE 3.922 (3.897)] [KD 1.992 (2.061)] 2024-10-18 17:26:06,122 - Train: 80.02% [1001050/1251000] [800.2/1000.0] [batch_t 0.384 (0.239)] [data_t 0.009] [optim_t 0.375] [lr 0.000313] [CE 4.002 (3.922)] [KD 1.979 (2.092)] 2024-10-18 17:26:18,361 - Train: 80.02% [1001100/1251000] [800.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000313] [CE 3.992 (3.853)] [KD 2.199 (2.063)] 2024-10-18 17:26:30,514 - Train: 80.03% [1001150/1251000] [800.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000313] [CE 3.603 (3.872)] [KD 1.827 (2.046)] 2024-10-18 17:26:42,250 - Train: 80.03% [1001200/1251000] [800.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000313] [CE 4.010 (3.862)] [KD 2.052 (2.043)] 2024-10-18 17:26:53,957 - Train: 80.04% [1001250/1251000] [800.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000313] [CE 3.818 (3.936)] [KD 2.152 (2.082)] 2024-10-18 17:27:06,246 - Train: 80.04% [1001300/1251000] [800.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000313] [CE 4.004 (3.929)] [KD 2.117 (2.101)] 2024-10-18 17:27:17,983 - Train: 80.04% [1001350/1251000] [800.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000312] [CE 4.144 (4.007)] [KD 2.275 (2.154)] 2024-10-18 17:27:29,941 - Train: 80.05% [1001400/1251000] [800.5/1000.0] [batch_t 0.271 (0.239)] [data_t 0.009] [optim_t 0.262] [lr 0.000312] [CE 3.840 (3.909)] [KD 2.133 (2.081)] 2024-10-18 17:27:42,180 - Train: 80.05% [1001450/1251000] [800.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000312] [CE 3.789 (3.903)] [KD 1.927 (2.078)] 2024-10-18 17:27:54,460 - Train: 80.06% [1001500/1251000] [800.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000312] [CE 3.858 (3.896)] [KD 2.009 (2.083)] 2024-10-18 17:28:06,599 - Train: 80.06% [1001550/1251000] [800.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000312] [CE 4.170 (3.910)] [KD 2.063 (2.091)] 2024-10-18 17:28:18,902 - Train: 80.06% [1001600/1251000] [800.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000312] [CE 4.187 (3.957)] [KD 2.169 (2.105)] 2024-10-18 17:28:30,709 - Train: 80.07% [1001650/1251000] [800.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000312] [CE 3.722 (3.941)] [KD 1.927 (2.093)] 2024-10-18 17:28:42,972 - Train: 80.07% [1001700/1251000] [800.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000312] [CE 3.477 (3.930)] [KD 1.903 (2.108)] 2024-10-18 17:28:54,722 - Train: 80.08% [1001750/1251000] [800.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000312] [CE 3.885 (3.833)] [KD 1.975 (2.047)] 2024-10-18 17:29:06,910 - Train: 80.08% [1001800/1251000] [800.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000311] [CE 3.229 (3.898)] [KD 1.829 (2.074)] 2024-10-18 17:29:18,700 - Train: 80.08% [1001850/1251000] [800.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000311] [CE 3.715 (3.904)] [KD 2.073 (2.091)] 2024-10-18 17:29:30,846 - Train: 80.09% [1001900/1251000] [800.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000311] [CE 3.776 (3.859)] [KD 2.036 (2.064)] 2024-10-18 17:29:42,816 - Train: 80.09% [1001950/1251000] [800.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000311] [CE 4.193 (3.972)] [KD 2.147 (2.150)] 2024-10-18 17:29:54,674 - Train: 80.10% [1002000/1251000] [801.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000311] [CE 4.148 (3.892)] [KD 2.183 (2.093)] 2024-10-18 17:30:06,664 - Train: 80.10% [1002050/1251000] [801.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000311] [CE 4.295 (3.939)] [KD 2.305 (2.111)] 2024-10-18 17:30:19,013 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40577] [top5_cnt 47788] [top_all 50000] 2024-10-18 17:30:19,013 - net: 81.154 (95.576) 2024-10-18 17:30:30,954 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41224] [top5_cnt 48065] [top_all 50000] 2024-10-18 17:30:30,954 - net_E: 82.448 (96.130) 2024-10-18 17:30:31,100 - Max [top1: 81.242 (epoch: 800)] [top1-ema: 82.448 (epoch: 801)] 2024-10-18 17:30:31,100 - ==> Total time: 3 days, 2:17:11 Eta: 18:27:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:30:48,507 - Train: 80.10% [1002100/1251000] [801.0/1000.0] [batch_t 0.234 (0.262)] [data_t 0.009] [optim_t 0.225] [lr 0.000311] [CE 3.848 (3.825)] [KD 2.094 (2.035)] 2024-10-18 17:31:00,600 - Train: 80.11% [1002150/1251000] [801.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000311] [CE 3.559 (3.832)] [KD 1.856 (2.041)] 2024-10-18 17:31:12,945 - Train: 80.11% [1002200/1251000] [801.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000311] [CE 3.918 (3.876)] [KD 2.097 (2.070)] 2024-10-18 17:31:24,983 - Train: 80.12% [1002250/1251000] [801.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000310] [CE 4.012 (3.973)] [KD 2.117 (2.111)] 2024-10-18 17:31:37,503 - Train: 80.12% [1002300/1251000] [801.2/1000.0] [batch_t 0.292 (0.250)] [data_t 0.009] [optim_t 0.283] [lr 0.000310] [CE 4.112 (3.889)] [KD 2.124 (2.070)] 2024-10-18 17:31:50,199 - Train: 80.12% [1002350/1251000] [801.2/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.000310] [CE 3.797 (3.947)] [KD 2.159 (2.096)] 2024-10-18 17:32:02,640 - Train: 80.13% [1002400/1251000] [801.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000310] [CE 4.399 (3.936)] [KD 2.265 (2.094)] 2024-10-18 17:32:14,742 - Train: 80.13% [1002450/1251000] [801.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000310] [CE 4.429 (3.966)] [KD 2.205 (2.069)] 2024-10-18 17:32:26,664 - Train: 80.14% [1002500/1251000] [801.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000310] [CE 3.769 (3.856)] [KD 2.092 (2.057)] 2024-10-18 17:32:39,181 - Train: 80.14% [1002550/1251000] [801.4/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000310] [CE 3.943 (3.927)] [KD 1.936 (2.086)] 2024-10-18 17:32:51,454 - Train: 80.14% [1002600/1251000] [801.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000310] [CE 4.285 (3.907)] [KD 2.197 (2.080)] 2024-10-18 17:33:03,829 - Train: 80.15% [1002650/1251000] [801.5/1000.0] [batch_t 0.288 (0.247)] [data_t 0.009] [optim_t 0.279] [lr 0.000310] [CE 4.144 (3.939)] [KD 2.139 (2.098)] 2024-10-18 17:33:15,957 - Train: 80.15% [1002700/1251000] [801.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000309] [CE 3.707 (3.918)] [KD 2.196 (2.089)] 2024-10-18 17:33:28,461 - Train: 80.16% [1002750/1251000] [801.6/1000.0] [batch_t 0.258 (0.250)] [data_t 0.009] [optim_t 0.249] [lr 0.000309] [CE 3.529 (3.923)] [KD 1.951 (2.089)] 2024-10-18 17:33:41,221 - Train: 80.16% [1002800/1251000] [801.6/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000309] [CE 4.073 (3.928)] [KD 2.085 (2.087)] 2024-10-18 17:33:53,214 - Train: 80.16% [1002850/1251000] [801.6/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000309] [CE 3.539 (3.850)] [KD 1.849 (2.060)] 2024-10-18 17:34:05,358 - Train: 80.17% [1002900/1251000] [801.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000309] [CE 3.873 (3.872)] [KD 2.193 (2.052)] 2024-10-18 17:34:17,615 - Train: 80.17% [1002950/1251000] [801.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000309] [CE 3.672 (3.892)] [KD 1.913 (2.079)] 2024-10-18 17:34:29,855 - Train: 80.18% [1003000/1251000] [801.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000309] [CE 4.101 (3.900)] [KD 2.153 (2.088)] 2024-10-18 17:34:41,953 - Train: 80.18% [1003050/1251000] [801.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000309] [CE 4.103 (3.839)] [KD 2.153 (2.034)] 2024-10-18 17:34:54,152 - Train: 80.18% [1003100/1251000] [801.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000309] [CE 3.646 (3.913)] [KD 1.887 (2.068)] 2024-10-18 17:35:06,200 - Train: 80.19% [1003150/1251000] [801.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000308] [CE 4.143 (3.875)] [KD 2.355 (2.051)] 2024-10-18 17:35:18,492 - Train: 80.19% [1003200/1251000] [801.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000308] [CE 4.064 (3.902)] [KD 2.226 (2.108)] 2024-10-18 17:35:30,570 - Train: 80.20% [1003250/1251000] [802.0/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000308] [CE 4.249 (3.913)] [KD 2.146 (2.073)] 2024-10-18 17:35:42,786 - Train: 80.20% [1003300/1251000] [802.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000308] [CE 3.505 (3.887)] [KD 1.944 (2.084)] 2024-10-18 17:35:55,530 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40545] [top5_cnt 47739] [top_all 50000] 2024-10-18 17:35:55,531 - net: 81.090 (95.478) 2024-10-18 17:36:08,017 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41188] [top5_cnt 48086] [top_all 50000] 2024-10-18 17:36:08,018 - net_E: 82.376 (96.172) 2024-10-18 17:36:08,147 - Max [top1: 81.242 (epoch: 800)] [top1-ema: 82.448 (epoch: 801)] 2024-10-18 17:36:08,148 - ==> Total time: 3 days, 2:22:48 Eta: 18:21:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:36:23,623 - Train: 80.20% [1003350/1251000] [802.0/1000.0] [batch_t 0.236 (0.296)] [data_t 0.009] [optim_t 0.227] [lr 0.000308] [CE 3.843 (3.857)] [KD 2.103 (2.064)] 2024-10-18 17:36:35,754 - Train: 80.21% [1003400/1251000] [802.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000308] [CE 3.592 (3.912)] [KD 2.049 (2.094)] 2024-10-18 17:36:47,662 - Train: 80.21% [1003450/1251000] [802.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000308] [CE 3.619 (3.894)] [KD 1.957 (2.083)] 2024-10-18 17:36:59,937 - Train: 80.22% [1003500/1251000] [802.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000308] [CE 3.987 (3.895)] [KD 2.226 (2.072)] 2024-10-18 17:37:11,862 - Train: 80.22% [1003550/1251000] [802.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000308] [CE 4.224 (3.866)] [KD 2.136 (2.030)] 2024-10-18 17:37:23,888 - Train: 80.22% [1003600/1251000] [802.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000308] [CE 4.404 (3.913)] [KD 2.410 (2.065)] 2024-10-18 17:37:35,626 - Train: 80.23% [1003650/1251000] [802.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000307] [CE 4.279 (3.908)] [KD 2.135 (2.070)] 2024-10-18 17:37:47,657 - Train: 80.23% [1003700/1251000] [802.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000307] [CE 4.113 (3.869)] [KD 2.145 (2.067)] 2024-10-18 17:37:59,652 - Train: 80.24% [1003750/1251000] [802.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000307] [CE 4.014 (3.868)] [KD 2.166 (2.052)] 2024-10-18 17:38:11,810 - Train: 80.24% [1003800/1251000] [802.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000307] [CE 3.743 (3.907)] [KD 1.874 (2.069)] 2024-10-18 17:38:24,053 - Train: 80.24% [1003850/1251000] [802.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000307] [CE 3.926 (3.853)] [KD 2.142 (2.044)] 2024-10-18 17:38:36,250 - Train: 80.25% [1003900/1251000] [802.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000307] [CE 3.503 (3.904)] [KD 1.944 (2.095)] 2024-10-18 17:38:48,660 - Train: 80.25% [1003950/1251000] [802.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000307] [CE 3.738 (3.870)] [KD 1.863 (2.072)] 2024-10-18 17:39:01,010 - Train: 80.26% [1004000/1251000] [802.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000307] [CE 3.663 (3.950)] [KD 2.004 (2.105)] 2024-10-18 17:39:13,396 - Train: 80.26% [1004050/1251000] [802.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000307] [CE 4.225 (3.850)] [KD 2.177 (2.055)] 2024-10-18 17:39:25,580 - Train: 80.26% [1004100/1251000] [802.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000306] [CE 4.148 (3.845)] [KD 2.184 (2.046)] 2024-10-18 17:39:38,050 - Train: 80.27% [1004150/1251000] [802.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000306] [CE 3.818 (3.910)] [KD 2.137 (2.076)] 2024-10-18 17:39:50,365 - Train: 80.27% [1004200/1251000] [802.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000306] [CE 3.880 (3.900)] [KD 1.923 (2.088)] 2024-10-18 17:40:02,634 - Train: 80.28% [1004250/1251000] [802.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000306] [CE 4.114 (3.955)] [KD 1.993 (2.118)] 2024-10-18 17:40:15,108 - Train: 80.28% [1004300/1251000] [802.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000306] [CE 3.895 (3.935)] [KD 2.160 (2.093)] 2024-10-18 17:40:27,480 - Train: 80.28% [1004350/1251000] [802.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000306] [CE 3.961 (3.954)] [KD 1.998 (2.085)] 2024-10-18 17:40:40,137 - Train: 80.29% [1004400/1251000] [802.9/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000306] [CE 3.949 (3.962)] [KD 2.038 (2.096)] 2024-10-18 17:40:52,460 - Train: 80.29% [1004450/1251000] [802.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000306] [CE 3.794 (3.926)] [KD 2.089 (2.056)] 2024-10-18 17:41:04,805 - Train: 80.30% [1004500/1251000] [803.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000306] [CE 3.835 (3.889)] [KD 2.003 (2.069)] 2024-10-18 17:41:17,057 - Train: 80.30% [1004550/1251000] [803.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000305] [CE 4.344 (3.934)] [KD 2.280 (2.090)] 2024-10-18 17:41:29,842 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40514] [top5_cnt 47782] [top_all 50000] 2024-10-18 17:41:29,843 - net: 81.028 (95.564) 2024-10-18 17:41:41,902 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41204] [top5_cnt 48073] [top_all 50000] 2024-10-18 17:41:41,902 - net_E: 82.408 (96.146) 2024-10-18 17:41:42,046 - Max [top1: 81.242 (epoch: 800)] [top1-ema: 82.448 (epoch: 801)] 2024-10-18 17:41:42,046 - ==> Total time: 3 days, 2:28:22 Eta: 18:16:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:41:57,460 - Train: 80.30% [1004600/1251000] [803.0/1000.0] [batch_t 0.231 (0.301)] [data_t 0.009] [optim_t 0.222] [lr 0.000305] [CE 3.920 (3.921)] [KD 2.007 (2.083)] 2024-10-18 17:42:09,307 - Train: 80.31% [1004650/1251000] [803.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000305] [CE 3.478 (3.814)] [KD 1.775 (2.053)] 2024-10-18 17:42:21,527 - Train: 80.31% [1004700/1251000] [803.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000305] [CE 3.674 (3.866)] [KD 1.906 (2.035)] 2024-10-18 17:42:33,568 - Train: 80.32% [1004750/1251000] [803.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000305] [CE 3.921 (3.893)] [KD 2.070 (2.072)] 2024-10-18 17:42:45,599 - Train: 80.32% [1004800/1251000] [803.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000305] [CE 3.881 (3.987)] [KD 2.115 (2.102)] 2024-10-18 17:42:57,395 - Train: 80.32% [1004850/1251000] [803.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000305] [CE 4.131 (3.924)] [KD 2.210 (2.079)] 2024-10-18 17:43:09,306 - Train: 80.33% [1004900/1251000] [803.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000305] [CE 4.122 (3.859)] [KD 2.119 (2.040)] 2024-10-18 17:43:21,555 - Train: 80.33% [1004950/1251000] [803.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000305] [CE 4.080 (3.918)] [KD 2.074 (2.064)] 2024-10-18 17:43:33,367 - Train: 80.34% [1005000/1251000] [803.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000304] [CE 3.741 (3.872)] [KD 1.944 (2.061)] 2024-10-18 17:43:45,262 - Train: 80.34% [1005050/1251000] [803.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000304] [CE 4.069 (3.929)] [KD 2.169 (2.091)] 2024-10-18 17:43:57,306 - Train: 80.34% [1005100/1251000] [803.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000304] [CE 4.098 (3.918)] [KD 2.253 (2.094)] 2024-10-18 17:44:09,223 - Train: 80.35% [1005150/1251000] [803.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000304] [CE 3.884 (3.931)] [KD 2.124 (2.084)] 2024-10-18 17:44:20,936 - Train: 80.35% [1005200/1251000] [803.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000304] [CE 3.898 (3.931)] [KD 2.099 (2.102)] 2024-10-18 17:44:32,672 - Train: 80.36% [1005250/1251000] [803.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000304] [CE 3.278 (3.885)] [KD 1.692 (2.045)] 2024-10-18 17:44:44,860 - Train: 80.36% [1005300/1251000] [803.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000304] [CE 3.819 (3.925)] [KD 2.002 (2.095)] 2024-10-18 17:44:57,071 - Train: 80.36% [1005350/1251000] [803.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000304] [CE 3.999 (3.892)] [KD 2.160 (2.069)] 2024-10-18 17:45:09,072 - Train: 80.37% [1005400/1251000] [803.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000304] [CE 3.100 (3.896)] [KD 1.689 (2.064)] 2024-10-18 17:45:20,942 - Train: 80.37% [1005450/1251000] [803.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000304] [CE 3.878 (3.962)] [KD 2.037 (2.079)] 2024-10-18 17:45:32,914 - Train: 80.38% [1005500/1251000] [803.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000303] [CE 4.028 (3.847)] [KD 2.129 (2.040)] 2024-10-18 17:45:45,362 - Train: 80.38% [1005550/1251000] [803.8/1000.0] [batch_t 0.378 (0.249)] [data_t 0.009] [optim_t 0.369] [lr 0.000303] [CE 3.429 (3.862)] [KD 1.822 (2.073)] 2024-10-18 17:45:57,525 - Train: 80.38% [1005600/1251000] [803.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000303] [CE 3.414 (3.894)] [KD 1.941 (2.047)] 2024-10-18 17:46:09,492 - Train: 80.39% [1005650/1251000] [803.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000303] [CE 3.911 (3.939)] [KD 2.325 (2.090)] 2024-10-18 17:46:21,583 - Train: 80.39% [1005700/1251000] [803.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000303] [CE 4.270 (3.892)] [KD 2.219 (2.054)] 2024-10-18 17:46:33,954 - Train: 80.40% [1005750/1251000] [804.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000303] [CE 4.125 (3.902)] [KD 2.277 (2.072)] 2024-10-18 17:46:46,075 - Train: 80.40% [1005800/1251000] [804.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000303] [CE 4.036 (3.917)] [KD 1.951 (2.065)] 2024-10-18 17:46:59,581 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40652] [top5_cnt 47825] [top_all 50000] 2024-10-18 17:46:59,581 - net: 81.304 (95.650) 2024-10-18 17:47:12,060 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41209] [top5_cnt 48077] [top_all 50000] 2024-10-18 17:47:12,060 - net_E: 82.418 (96.154) 2024-10-18 17:47:12,211 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.448 (epoch: 801)] 2024-10-18 17:47:12,212 - ==> Total time: 3 days, 2:33:52 Eta: 18:10:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:47:28,496 - Train: 80.40% [1005850/1251000] [804.0/1000.0] [batch_t 0.232 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.000303] [CE 3.882 (3.787)] [KD 2.145 (2.008)] 2024-10-18 17:47:40,936 - Train: 80.41% [1005900/1251000] [804.1/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000303] [CE 4.061 (3.850)] [KD 2.023 (2.017)] 2024-10-18 17:47:53,044 - Train: 80.41% [1005950/1251000] [804.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000302] [CE 3.948 (3.881)] [KD 2.044 (2.036)] 2024-10-18 17:48:04,922 - Train: 80.42% [1006000/1251000] [804.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000302] [CE 3.899 (3.937)] [KD 2.202 (2.087)] 2024-10-18 17:48:16,718 - Train: 80.42% [1006050/1251000] [804.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000302] [CE 3.931 (3.862)] [KD 2.042 (2.049)] 2024-10-18 17:48:28,845 - Train: 80.42% [1006100/1251000] [804.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000302] [CE 3.484 (3.904)] [KD 1.918 (2.079)] 2024-10-18 17:48:40,846 - Train: 80.43% [1006150/1251000] [804.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000302] [CE 4.317 (3.962)] [KD 2.283 (2.094)] 2024-10-18 17:48:52,678 - Train: 80.43% [1006200/1251000] [804.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000302] [CE 4.183 (3.912)] [KD 2.157 (2.081)] 2024-10-18 17:49:04,853 - Train: 80.44% [1006250/1251000] [804.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000302] [CE 4.280 (3.919)] [KD 2.159 (2.049)] 2024-10-18 17:49:16,948 - Train: 80.44% [1006300/1251000] [804.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000302] [CE 4.000 (3.926)] [KD 2.177 (2.069)] 2024-10-18 17:49:29,076 - Train: 80.44% [1006350/1251000] [804.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000302] [CE 4.120 (3.925)] [KD 2.091 (2.081)] 2024-10-18 17:49:40,973 - Train: 80.45% [1006400/1251000] [804.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000301] [CE 3.946 (3.830)] [KD 1.984 (2.026)] 2024-10-18 17:49:52,817 - Train: 80.45% [1006450/1251000] [804.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000301] [CE 3.856 (3.927)] [KD 1.884 (2.058)] 2024-10-18 17:50:04,971 - Train: 80.46% [1006500/1251000] [804.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000301] [CE 3.615 (3.875)] [KD 1.957 (2.041)] 2024-10-18 17:50:17,688 - Train: 80.46% [1006550/1251000] [804.6/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.000301] [CE 3.612 (3.853)] [KD 2.107 (2.041)] 2024-10-18 17:50:29,588 - Train: 80.46% [1006600/1251000] [804.6/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000301] [CE 3.389 (3.895)] [KD 1.778 (2.060)] 2024-10-18 17:50:41,413 - Train: 80.47% [1006650/1251000] [804.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000301] [CE 3.838 (3.841)] [KD 2.109 (2.044)] 2024-10-18 17:50:53,528 - Train: 80.47% [1006700/1251000] [804.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000301] [CE 3.380 (3.930)] [KD 1.831 (2.080)] 2024-10-18 17:51:05,611 - Train: 80.48% [1006750/1251000] [804.8/1000.0] [batch_t 0.398 (0.242)] [data_t 0.009] [optim_t 0.389] [lr 0.000301] [CE 4.225 (3.834)] [KD 2.243 (2.031)] 2024-10-18 17:51:17,371 - Train: 80.48% [1006800/1251000] [804.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000301] [CE 4.173 (3.804)] [KD 2.079 (2.019)] 2024-10-18 17:51:29,512 - Train: 80.48% [1006850/1251000] [804.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000300] [CE 4.226 (3.980)] [KD 2.124 (2.098)] 2024-10-18 17:51:41,707 - Train: 80.49% [1006900/1251000] [804.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000300] [CE 4.320 (3.839)] [KD 2.211 (2.055)] 2024-10-18 17:51:53,615 - Train: 80.49% [1006950/1251000] [804.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000300] [CE 4.364 (3.900)] [KD 2.252 (2.048)] 2024-10-18 17:52:05,526 - Train: 80.50% [1007000/1251000] [805.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000300] [CE 3.195 (3.855)] [KD 1.791 (2.014)] 2024-10-18 17:52:17,248 - Train: 80.50% [1007050/1251000] [805.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000300] [CE 4.429 (3.891)] [KD 2.212 (2.055)] 2024-10-18 17:52:30,698 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40573] [top5_cnt 47813] [top_all 50000] 2024-10-18 17:52:30,698 - net: 81.146 (95.626) 2024-10-18 17:52:43,202 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41207] [top5_cnt 48062] [top_all 50000] 2024-10-18 17:52:43,203 - net_E: 82.414 (96.124) 2024-10-18 17:52:43,369 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.448 (epoch: 801)] 2024-10-18 17:52:43,369 - ==> Total time: 3 days, 2:39:23 Eta: 18:05:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:52:58,657 - Train: 80.50% [1007100/1251000] [805.0/1000.0] [batch_t 0.235 (0.310)] [data_t 0.009] [optim_t 0.226] [lr 0.000300] [CE 3.398 (3.931)] [KD 1.818 (2.063)] 2024-10-18 17:53:11,067 - Train: 80.51% [1007150/1251000] [805.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000300] [CE 3.983 (3.891)] [KD 2.211 (2.036)] 2024-10-18 17:53:22,816 - Train: 80.51% [1007200/1251000] [805.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000300] [CE 4.141 (3.965)] [KD 2.205 (2.065)] 2024-10-18 17:53:34,770 - Train: 80.52% [1007250/1251000] [805.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000300] [CE 4.438 (3.906)] [KD 2.242 (2.051)] 2024-10-18 17:53:46,800 - Train: 80.52% [1007300/1251000] [805.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000300] [CE 3.660 (3.876)] [KD 1.887 (2.034)] 2024-10-18 17:53:59,343 - Train: 80.52% [1007350/1251000] [805.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000299] [CE 3.874 (3.910)] [KD 1.923 (2.057)] 2024-10-18 17:54:11,249 - Train: 80.53% [1007400/1251000] [805.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000299] [CE 4.345 (3.927)] [KD 2.227 (2.066)] 2024-10-18 17:54:23,425 - Train: 80.53% [1007450/1251000] [805.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000299] [CE 3.607 (3.899)] [KD 1.976 (2.050)] 2024-10-18 17:54:35,343 - Train: 80.54% [1007500/1251000] [805.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000299] [CE 3.840 (3.871)] [KD 1.980 (2.040)] 2024-10-18 17:54:47,574 - Train: 80.54% [1007550/1251000] [805.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000299] [CE 3.488 (3.898)] [KD 1.892 (2.069)] 2024-10-18 17:54:59,607 - Train: 80.54% [1007600/1251000] [805.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000299] [CE 4.287 (3.874)] [KD 2.301 (2.065)] 2024-10-18 17:55:11,740 - Train: 80.55% [1007650/1251000] [805.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000299] [CE 3.688 (3.843)] [KD 1.975 (2.049)] 2024-10-18 17:55:23,654 - Train: 80.55% [1007700/1251000] [805.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000299] [CE 3.723 (3.869)] [KD 1.933 (2.059)] 2024-10-18 17:55:36,004 - Train: 80.56% [1007750/1251000] [805.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000299] [CE 3.888 (3.978)] [KD 2.041 (2.110)] 2024-10-18 17:55:47,842 - Train: 80.56% [1007800/1251000] [805.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000298] [CE 4.225 (3.900)] [KD 2.189 (2.061)] 2024-10-18 17:55:59,640 - Train: 80.56% [1007850/1251000] [805.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000298] [CE 3.734 (3.845)] [KD 1.992 (2.016)] 2024-10-18 17:56:11,976 - Train: 80.57% [1007900/1251000] [805.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000298] [CE 3.499 (3.878)] [KD 1.854 (2.065)] 2024-10-18 17:56:24,136 - Train: 80.57% [1007950/1251000] [805.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000298] [CE 3.720 (3.959)] [KD 2.007 (2.107)] 2024-10-18 17:56:35,947 - Train: 80.58% [1008000/1251000] [805.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000298] [CE 3.982 (3.932)] [KD 2.145 (2.078)] 2024-10-18 17:56:47,883 - Train: 80.58% [1008050/1251000] [805.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000298] [CE 4.111 (3.890)] [KD 2.112 (2.063)] 2024-10-18 17:57:00,133 - Train: 80.58% [1008100/1251000] [805.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000298] [CE 4.013 (3.889)] [KD 2.306 (2.036)] 2024-10-18 17:57:12,229 - Train: 80.59% [1008150/1251000] [805.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000298] [CE 3.871 (3.866)] [KD 2.096 (2.061)] 2024-10-18 17:57:24,131 - Train: 80.59% [1008200/1251000] [805.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000298] [CE 4.456 (3.929)] [KD 2.186 (2.078)] 2024-10-18 17:57:36,129 - Train: 80.60% [1008250/1251000] [806.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000297] [CE 3.994 (3.826)] [KD 2.003 (2.044)] 2024-10-18 17:57:48,085 - Train: 80.60% [1008300/1251000] [806.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000297] [CE 3.512 (3.937)] [KD 1.877 (2.084)] 2024-10-18 17:58:01,727 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.239)] [top1_cnt 40510] [top5_cnt 47818] [top_all 50000] 2024-10-18 17:58:01,728 - net: 81.020 (95.636) 2024-10-18 17:58:14,135 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41245] [top5_cnt 48054] [top_all 50000] 2024-10-18 17:58:14,135 - net_E: 82.490 (96.108) 2024-10-18 17:58:14,295 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.490 (epoch: 806)] 2024-10-18 17:58:14,295 - ==> Total time: 3 days, 2:44:54 Eta: 17:59:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 17:58:30,174 - Train: 80.60% [1008350/1251000] [806.0/1000.0] [batch_t 0.232 (0.261)] [data_t 0.009] [optim_t 0.224] [lr 0.000297] [CE 3.828 (3.891)] [KD 2.112 (2.069)] 2024-10-18 17:58:42,660 - Train: 80.61% [1008400/1251000] [806.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000297] [CE 3.834 (3.855)] [KD 1.985 (2.044)] 2024-10-18 17:58:54,644 - Train: 80.61% [1008450/1251000] [806.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000297] [CE 3.591 (3.848)] [KD 2.019 (2.041)] 2024-10-18 17:59:06,462 - Train: 80.62% [1008500/1251000] [806.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000297] [CE 4.152 (3.837)] [KD 2.210 (2.040)] 2024-10-18 17:59:18,522 - Train: 80.62% [1008550/1251000] [806.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000297] [CE 4.379 (3.887)] [KD 2.306 (2.038)] 2024-10-18 17:59:30,679 - Train: 80.62% [1008600/1251000] [806.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000297] [CE 4.207 (3.910)] [KD 2.225 (2.094)] 2024-10-18 17:59:42,637 - Train: 80.63% [1008650/1251000] [806.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000297] [CE 3.566 (3.911)] [KD 2.002 (2.069)] 2024-10-18 17:59:54,844 - Train: 80.63% [1008700/1251000] [806.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000297] [CE 3.894 (3.932)] [KD 2.188 (2.074)] 2024-10-18 18:00:06,629 - Train: 80.64% [1008750/1251000] [806.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000296] [CE 3.981 (3.832)] [KD 2.034 (2.009)] 2024-10-18 18:00:18,630 - Train: 80.64% [1008800/1251000] [806.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000296] [CE 3.344 (3.879)] [KD 1.830 (2.049)] 2024-10-18 18:00:30,738 - Train: 80.64% [1008850/1251000] [806.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000296] [CE 3.671 (3.880)] [KD 1.937 (2.061)] 2024-10-18 18:00:42,538 - Train: 80.65% [1008900/1251000] [806.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000296] [CE 3.741 (3.888)] [KD 2.137 (2.078)] 2024-10-18 18:00:54,251 - Train: 80.65% [1008950/1251000] [806.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000296] [CE 4.165 (3.845)] [KD 2.178 (2.071)] 2024-10-18 18:01:06,600 - Train: 80.66% [1009000/1251000] [806.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000296] [CE 4.014 (3.916)] [KD 2.140 (2.077)] 2024-10-18 18:01:18,642 - Train: 80.66% [1009050/1251000] [806.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000296] [CE 4.030 (3.844)] [KD 2.133 (2.035)] 2024-10-18 18:01:30,585 - Train: 80.66% [1009100/1251000] [806.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000296] [CE 3.807 (3.867)] [KD 1.988 (2.054)] 2024-10-18 18:01:42,394 - Train: 80.67% [1009150/1251000] [806.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000296] [CE 3.916 (3.924)] [KD 2.247 (2.068)] 2024-10-18 18:01:54,724 - Train: 80.67% [1009200/1251000] [806.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000295] [CE 3.709 (3.870)] [KD 1.940 (2.059)] 2024-10-18 18:02:06,643 - Train: 80.68% [1009250/1251000] [806.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000295] [CE 3.862 (3.894)] [KD 1.975 (2.055)] 2024-10-18 18:02:18,520 - Train: 80.68% [1009300/1251000] [806.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000295] [CE 4.205 (3.880)] [KD 2.190 (2.042)] 2024-10-18 18:02:30,753 - Train: 80.68% [1009350/1251000] [806.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000295] [CE 3.784 (3.878)] [KD 2.014 (2.061)] 2024-10-18 18:02:43,172 - Train: 80.69% [1009400/1251000] [806.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000295] [CE 4.166 (3.903)] [KD 2.210 (2.076)] 2024-10-18 18:02:55,240 - Train: 80.69% [1009450/1251000] [806.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000295] [CE 4.440 (3.935)] [KD 2.184 (2.059)] 2024-10-18 18:03:07,270 - Train: 80.70% [1009500/1251000] [807.0/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000295] [CE 3.742 (3.895)] [KD 2.018 (2.057)] 2024-10-18 18:03:19,307 - Train: 80.70% [1009550/1251000] [807.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000295] [CE 3.431 (3.905)] [KD 1.807 (2.075)] 2024-10-18 18:03:33,223 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40628] [top5_cnt 47813] [top_all 50000] 2024-10-18 18:03:33,223 - net: 81.256 (95.626) 2024-10-18 18:03:45,670 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41232] [top5_cnt 48066] [top_all 50000] 2024-10-18 18:03:45,671 - net_E: 82.464 (96.132) 2024-10-18 18:03:45,796 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.490 (epoch: 806)] 2024-10-18 18:03:45,797 - ==> Total time: 3 days, 2:50:26 Eta: 17:53:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:04:00,122 - Train: 80.70% [1009600/1251000] [807.0/1000.0] [batch_t 0.240 (0.302)] [data_t 0.009] [optim_t 0.230] [lr 0.000295] [CE 4.278 (3.883)] [KD 2.166 (2.059)] 2024-10-18 18:04:12,555 - Train: 80.71% [1009650/1251000] [807.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000295] [CE 3.986 (3.927)] [KD 2.077 (2.095)] 2024-10-18 18:04:24,728 - Train: 80.71% [1009700/1251000] [807.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000294] [CE 4.464 (3.845)] [KD 2.239 (2.012)] 2024-10-18 18:04:36,507 - Train: 80.72% [1009750/1251000] [807.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.000294] [CE 3.795 (3.882)] [KD 1.922 (2.054)] 2024-10-18 18:04:48,423 - Train: 80.72% [1009800/1251000] [807.2/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000294] [CE 3.931 (3.939)] [KD 2.027 (2.099)] 2024-10-18 18:05:00,727 - Train: 80.72% [1009850/1251000] [807.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000294] [CE 4.078 (3.907)] [KD 2.130 (2.061)] 2024-10-18 18:05:12,980 - Train: 80.73% [1009900/1251000] [807.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000294] [CE 4.254 (3.889)] [KD 2.203 (2.045)] 2024-10-18 18:05:24,979 - Train: 80.73% [1009950/1251000] [807.3/1000.0] [batch_t 0.365 (0.240)] [data_t 0.009] [optim_t 0.356] [lr 0.000294] [CE 3.881 (3.863)] [KD 1.963 (2.017)] 2024-10-18 18:05:36,955 - Train: 80.74% [1010000/1251000] [807.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000294] [CE 3.867 (3.876)] [KD 2.053 (2.061)] 2024-10-18 18:05:49,252 - Train: 80.74% [1010050/1251000] [807.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000294] [CE 4.170 (3.935)] [KD 2.242 (2.081)] 2024-10-18 18:06:01,329 - Train: 80.74% [1010100/1251000] [807.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000294] [CE 4.144 (3.923)] [KD 2.097 (2.069)] 2024-10-18 18:06:13,482 - Train: 80.75% [1010150/1251000] [807.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000293] [CE 4.202 (3.876)] [KD 2.375 (2.039)] 2024-10-18 18:06:25,381 - Train: 80.75% [1010200/1251000] [807.5/1000.0] [batch_t 0.267 (0.238)] [data_t 0.009] [optim_t 0.258] [lr 0.000293] [CE 3.939 (3.894)] [KD 2.044 (2.042)] 2024-10-18 18:06:37,885 - Train: 80.76% [1010250/1251000] [807.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000293] [CE 3.513 (3.929)] [KD 1.830 (2.070)] 2024-10-18 18:06:49,817 - Train: 80.76% [1010300/1251000] [807.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000293] [CE 4.126 (3.936)] [KD 2.109 (2.079)] 2024-10-18 18:07:01,939 - Train: 80.76% [1010350/1251000] [807.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000293] [CE 3.906 (3.852)] [KD 2.013 (2.027)] 2024-10-18 18:07:14,109 - Train: 80.77% [1010400/1251000] [807.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000293] [CE 3.716 (3.983)] [KD 2.096 (2.103)] 2024-10-18 18:07:26,224 - Train: 80.77% [1010450/1251000] [807.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000293] [CE 3.980 (3.946)] [KD 2.250 (2.085)] 2024-10-18 18:07:38,312 - Train: 80.78% [1010500/1251000] [807.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000293] [CE 4.277 (3.965)] [KD 2.096 (2.098)] 2024-10-18 18:07:50,899 - Train: 80.78% [1010550/1251000] [807.8/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000293] [CE 4.554 (3.912)] [KD 2.186 (2.052)] 2024-10-18 18:08:02,775 - Train: 80.78% [1010600/1251000] [807.8/1000.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.000292] [CE 3.634 (3.880)] [KD 1.844 (2.053)] 2024-10-18 18:08:15,032 - Train: 80.79% [1010650/1251000] [807.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000292] [CE 4.146 (3.908)] [KD 2.031 (2.069)] 2024-10-18 18:08:26,959 - Train: 80.79% [1010700/1251000] [807.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000292] [CE 3.949 (3.845)] [KD 2.154 (2.038)] 2024-10-18 18:08:39,072 - Train: 80.80% [1010750/1251000] [808.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000292] [CE 4.371 (3.969)] [KD 2.100 (2.082)] 2024-10-18 18:08:51,177 - Train: 80.80% [1010800/1251000] [808.0/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000292] [CE 3.612 (3.876)] [KD 1.855 (2.023)] 2024-10-18 18:09:04,945 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40557] [top5_cnt 47853] [top_all 50000] 2024-10-18 18:09:04,946 - net: 81.114 (95.706) 2024-10-18 18:09:17,131 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41258] [top5_cnt 48070] [top_all 50000] 2024-10-18 18:09:17,131 - net_E: 82.516 (96.140) 2024-10-18 18:09:17,245 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:09:17,245 - ==> Total time: 3 days, 2:55:57 Eta: 17:48:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:09:33,462 - Train: 80.80% [1010850/1251000] [808.0/1000.0] [batch_t 0.375 (0.284)] [data_t 0.009] [optim_t 0.366] [lr 0.000292] [CE 4.024 (3.885)] [KD 2.111 (2.044)] 2024-10-18 18:09:45,201 - Train: 80.81% [1010900/1251000] [808.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000292] [CE 3.855 (3.892)] [KD 2.015 (2.067)] 2024-10-18 18:09:57,454 - Train: 80.81% [1010950/1251000] [808.1/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000292] [CE 3.806 (3.888)] [KD 1.871 (2.040)] 2024-10-18 18:10:09,190 - Train: 80.82% [1011000/1251000] [808.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000292] [CE 4.052 (3.974)] [KD 2.164 (2.086)] 2024-10-18 18:10:21,338 - Train: 80.82% [1011050/1251000] [808.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000292] [CE 4.137 (3.934)] [KD 2.182 (2.071)] 2024-10-18 18:10:33,085 - Train: 80.82% [1011100/1251000] [808.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000291] [CE 3.834 (3.907)] [KD 1.917 (2.066)] 2024-10-18 18:10:45,203 - Train: 80.83% [1011150/1251000] [808.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000291] [CE 3.730 (3.883)] [KD 2.131 (2.056)] 2024-10-18 18:10:57,139 - Train: 80.83% [1011200/1251000] [808.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000291] [CE 4.094 (3.850)] [KD 2.073 (2.031)] 2024-10-18 18:11:09,305 - Train: 80.84% [1011250/1251000] [808.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000291] [CE 3.495 (3.884)] [KD 1.840 (2.045)] 2024-10-18 18:11:21,210 - Train: 80.84% [1011300/1251000] [808.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000291] [CE 3.381 (3.900)] [KD 1.803 (2.073)] 2024-10-18 18:11:33,214 - Train: 80.84% [1011350/1251000] [808.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000291] [CE 3.987 (3.874)] [KD 2.167 (2.065)] 2024-10-18 18:11:44,903 - Train: 80.85% [1011400/1251000] [808.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000291] [CE 4.021 (3.849)] [KD 2.215 (2.048)] 2024-10-18 18:11:57,027 - Train: 80.85% [1011450/1251000] [808.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000291] [CE 3.816 (3.883)] [KD 2.004 (2.023)] 2024-10-18 18:12:08,879 - Train: 80.86% [1011500/1251000] [808.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000291] [CE 3.830 (3.924)] [KD 2.064 (2.076)] 2024-10-18 18:12:20,983 - Train: 80.86% [1011550/1251000] [808.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000290] [CE 3.808 (3.853)] [KD 2.001 (2.040)] 2024-10-18 18:12:32,740 - Train: 80.86% [1011600/1251000] [808.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000290] [CE 3.529 (3.847)] [KD 1.888 (2.033)] 2024-10-18 18:12:44,757 - Train: 80.87% [1011650/1251000] [808.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000290] [CE 3.804 (3.829)] [KD 1.857 (1.993)] 2024-10-18 18:12:56,416 - Train: 80.87% [1011700/1251000] [808.7/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000290] [CE 3.757 (3.869)] [KD 1.980 (2.032)] 2024-10-18 18:13:08,375 - Train: 80.88% [1011750/1251000] [808.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000290] [CE 3.917 (3.935)] [KD 2.097 (2.064)] 2024-10-18 18:13:20,142 - Train: 80.88% [1011800/1251000] [808.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000290] [CE 4.239 (3.901)] [KD 2.161 (2.052)] 2024-10-18 18:13:32,323 - Train: 80.88% [1011850/1251000] [808.8/1000.0] [batch_t 0.372 (0.244)] [data_t 0.009] [optim_t 0.363] [lr 0.000290] [CE 3.644 (3.938)] [KD 2.149 (2.067)] 2024-10-18 18:13:44,035 - Train: 80.89% [1011900/1251000] [808.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000290] [CE 3.965 (3.879)] [KD 1.957 (2.053)] 2024-10-18 18:13:56,154 - Train: 80.89% [1011950/1251000] [808.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000290] [CE 4.218 (3.921)] [KD 2.157 (2.067)] 2024-10-18 18:14:07,909 - Train: 80.90% [1012000/1251000] [809.0/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000290] [CE 4.055 (3.905)] [KD 2.096 (2.053)] 2024-10-18 18:14:19,882 - Train: 80.90% [1012050/1251000] [809.0/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000289] [CE 4.173 (3.913)] [KD 2.239 (2.064)] 2024-10-18 18:14:34,233 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40451] [top5_cnt 47774] [top_all 50000] 2024-10-18 18:14:34,234 - net: 80.902 (95.548) 2024-10-18 18:14:46,370 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41234] [top5_cnt 48076] [top_all 50000] 2024-10-18 18:14:46,371 - net_E: 82.468 (96.152) 2024-10-18 18:14:46,496 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:14:46,497 - ==> Total time: 3 days, 3:01:27 Eta: 17:42:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:15:00,593 - Train: 80.90% [1012100/1251000] [809.0/1000.0] [batch_t 0.237 (0.309)] [data_t 0.009] [optim_t 0.228] [lr 0.000289] [CE 3.972 (3.819)] [KD 2.158 (2.033)] 2024-10-18 18:15:12,579 - Train: 80.91% [1012150/1251000] [809.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000289] [CE 3.158 (3.834)] [KD 1.726 (2.021)] 2024-10-18 18:15:24,689 - Train: 80.91% [1012200/1251000] [809.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000289] [CE 3.258 (3.896)] [KD 1.678 (2.059)] 2024-10-18 18:15:37,258 - Train: 80.92% [1012250/1251000] [809.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000289] [CE 3.867 (3.861)] [KD 2.059 (2.025)] 2024-10-18 18:15:49,362 - Train: 80.92% [1012300/1251000] [809.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000289] [CE 3.937 (3.879)] [KD 2.046 (2.025)] 2024-10-18 18:16:01,692 - Train: 80.92% [1012350/1251000] [809.2/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000289] [CE 3.702 (3.919)] [KD 1.841 (2.055)] 2024-10-18 18:16:14,035 - Train: 80.93% [1012400/1251000] [809.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000289] [CE 3.873 (3.898)] [KD 2.122 (2.065)] 2024-10-18 18:16:26,559 - Train: 80.93% [1012450/1251000] [809.3/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000289] [CE 3.274 (3.860)] [KD 1.783 (2.030)] 2024-10-18 18:16:38,949 - Train: 80.94% [1012500/1251000] [809.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000288] [CE 3.723 (3.935)] [KD 2.032 (2.061)] 2024-10-18 18:16:50,921 - Train: 80.94% [1012550/1251000] [809.4/1000.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.000288] [CE 3.716 (3.923)] [KD 1.989 (2.041)] 2024-10-18 18:17:03,350 - Train: 80.94% [1012600/1251000] [809.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000288] [CE 4.315 (3.894)] [KD 2.143 (2.025)] 2024-10-18 18:17:15,904 - Train: 80.95% [1012650/1251000] [809.5/1000.0] [batch_t 0.365 (0.251)] [data_t 0.009] [optim_t 0.357] [lr 0.000288] [CE 3.793 (3.924)] [KD 1.953 (2.055)] 2024-10-18 18:17:28,273 - Train: 80.95% [1012700/1251000] [809.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000288] [CE 3.699 (3.909)] [KD 2.045 (2.050)] 2024-10-18 18:17:40,126 - Train: 80.96% [1012750/1251000] [809.6/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000288] [CE 3.755 (3.895)] [KD 1.952 (2.048)] 2024-10-18 18:17:52,284 - Train: 80.96% [1012800/1251000] [809.6/1000.0] [batch_t 0.284 (0.243)] [data_t 0.009] [optim_t 0.275] [lr 0.000288] [CE 3.491 (3.981)] [KD 1.806 (2.075)] 2024-10-18 18:18:04,749 - Train: 80.96% [1012850/1251000] [809.6/1000.0] [batch_t 0.335 (0.249)] [data_t 0.009] [optim_t 0.327] [lr 0.000288] [CE 3.888 (3.828)] [KD 1.863 (2.010)] 2024-10-18 18:18:17,106 - Train: 80.97% [1012900/1251000] [809.7/1000.0] [batch_t 0.360 (0.247)] [data_t 0.009] [optim_t 0.351] [lr 0.000288] [CE 3.878 (3.875)] [KD 2.051 (2.045)] 2024-10-18 18:18:29,190 - Train: 80.97% [1012950/1251000] [809.7/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000288] [CE 3.742 (3.841)] [KD 2.025 (2.013)] 2024-10-18 18:18:41,508 - Train: 80.98% [1013000/1251000] [809.8/1000.0] [batch_t 0.298 (0.246)] [data_t 0.009] [optim_t 0.289] [lr 0.000287] [CE 3.911 (3.854)] [KD 2.079 (2.029)] 2024-10-18 18:18:54,187 - Train: 80.98% [1013050/1251000] [809.8/1000.0] [batch_t 0.361 (0.253)] [data_t 0.009] [optim_t 0.352] [lr 0.000287] [CE 3.890 (3.885)] [KD 2.142 (2.055)] 2024-10-18 18:19:06,668 - Train: 80.98% [1013100/1251000] [809.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000287] [CE 4.314 (3.872)] [KD 2.403 (2.034)] 2024-10-18 18:19:18,815 - Train: 80.99% [1013150/1251000] [809.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000287] [CE 3.902 (3.942)] [KD 2.004 (2.068)] 2024-10-18 18:19:31,544 - Train: 80.99% [1013200/1251000] [809.9/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000287] [CE 4.638 (3.926)] [KD 2.337 (2.030)] 2024-10-18 18:19:43,501 - Train: 81.00% [1013250/1251000] [810.0/1000.0] [batch_t 0.251 (0.239)] [data_t 0.009] [optim_t 0.242] [lr 0.000287] [CE 3.742 (3.827)] [KD 1.958 (2.016)] 2024-10-18 18:19:55,652 - Train: 81.00% [1013300/1251000] [810.0/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000287] [CE 4.142 (3.911)] [KD 2.176 (2.047)] 2024-10-18 18:20:09,909 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40600] [top5_cnt 47842] [top_all 50000] 2024-10-18 18:20:09,910 - net: 81.200 (95.684) 2024-10-18 18:20:22,165 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41226] [top5_cnt 48077] [top_all 50000] 2024-10-18 18:20:22,166 - net_E: 82.452 (96.154) 2024-10-18 18:20:22,287 - Max [top1: 81.304 (epoch: 804)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:20:22,288 - ==> Total time: 3 days, 3:07:02 Eta: 17:37:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:20:37,085 - Train: 81.00% [1013350/1251000] [810.0/1000.0] [batch_t 0.231 (0.268)] [data_t 0.009] [optim_t 0.222] [lr 0.000287] [CE 4.358 (3.878)] [KD 2.420 (2.032)] 2024-10-18 18:20:48,985 - Train: 81.01% [1013400/1251000] [810.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000287] [CE 3.779 (3.864)] [KD 2.008 (2.044)] 2024-10-18 18:21:01,502 - Train: 81.01% [1013450/1251000] [810.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000286] [CE 3.512 (3.824)] [KD 1.898 (2.021)] 2024-10-18 18:21:13,200 - Train: 81.02% [1013500/1251000] [810.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000286] [CE 3.721 (3.816)] [KD 1.974 (2.024)] 2024-10-18 18:21:25,002 - Train: 81.02% [1013550/1251000] [810.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000286] [CE 4.142 (3.946)] [KD 2.095 (2.066)] 2024-10-18 18:21:36,910 - Train: 81.02% [1013600/1251000] [810.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000286] [CE 3.377 (3.940)] [KD 1.809 (2.062)] 2024-10-18 18:21:48,910 - Train: 81.03% [1013650/1251000] [810.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000286] [CE 3.848 (3.933)] [KD 2.126 (2.060)] 2024-10-18 18:22:00,898 - Train: 81.03% [1013700/1251000] [810.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000286] [CE 3.842 (3.905)] [KD 2.067 (2.057)] 2024-10-18 18:22:12,960 - Train: 81.04% [1013750/1251000] [810.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000286] [CE 3.570 (3.865)] [KD 1.962 (2.030)] 2024-10-18 18:22:24,859 - Train: 81.04% [1013800/1251000] [810.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000286] [CE 4.108 (3.867)] [KD 2.187 (2.044)] 2024-10-18 18:22:36,889 - Train: 81.04% [1013850/1251000] [810.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000286] [CE 3.985 (3.878)] [KD 2.096 (2.015)] 2024-10-18 18:22:48,928 - Train: 81.05% [1013900/1251000] [810.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000286] [CE 4.236 (3.949)] [KD 2.172 (2.093)] 2024-10-18 18:23:00,829 - Train: 81.05% [1013950/1251000] [810.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000285] [CE 3.885 (3.907)] [KD 1.874 (2.037)] 2024-10-18 18:23:12,807 - Train: 81.06% [1014000/1251000] [810.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000285] [CE 4.458 (3.957)] [KD 2.353 (2.045)] 2024-10-18 18:23:24,839 - Train: 81.06% [1014050/1251000] [810.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000285] [CE 4.040 (3.894)] [KD 1.998 (2.047)] 2024-10-18 18:23:36,841 - Train: 81.06% [1014100/1251000] [810.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000285] [CE 4.287 (3.928)] [KD 2.234 (2.041)] 2024-10-18 18:23:48,653 - Train: 81.07% [1014150/1251000] [810.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000285] [CE 3.858 (3.930)] [KD 1.993 (2.065)] 2024-10-18 18:24:00,590 - Train: 81.07% [1014200/1251000] [810.7/1000.0] [batch_t 0.300 (0.239)] [data_t 0.009] [optim_t 0.291] [lr 0.000285] [CE 3.690 (3.878)] [KD 1.948 (2.050)] 2024-10-18 18:24:12,380 - Train: 81.08% [1014250/1251000] [810.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000285] [CE 4.038 (3.946)] [KD 2.180 (2.054)] 2024-10-18 18:24:24,257 - Train: 81.08% [1014300/1251000] [810.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000285] [CE 3.672 (3.875)] [KD 1.870 (2.008)] 2024-10-18 18:24:36,273 - Train: 81.08% [1014350/1251000] [810.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000285] [CE 3.833 (3.916)] [KD 1.917 (2.030)] 2024-10-18 18:24:48,342 - Train: 81.09% [1014400/1251000] [810.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000285] [CE 3.900 (3.836)] [KD 2.043 (2.008)] 2024-10-18 18:25:00,363 - Train: 81.09% [1014450/1251000] [810.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000284] [CE 3.689 (3.860)] [KD 1.882 (2.021)] 2024-10-18 18:25:12,162 - Train: 81.10% [1014500/1251000] [811.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000284] [CE 4.205 (3.889)] [KD 2.026 (2.045)] 2024-10-18 18:25:24,141 - Train: 81.10% [1014550/1251000] [811.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000284] [CE 3.970 (3.948)] [KD 2.091 (2.091)] 2024-10-18 18:25:39,005 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40675] [top5_cnt 47817] [top_all 50000] 2024-10-18 18:25:39,006 - net: 81.350 (95.634) 2024-10-18 18:25:51,507 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 41238] [top5_cnt 48072] [top_all 50000] 2024-10-18 18:25:51,508 - net_E: 82.476 (96.144) 2024-10-18 18:25:51,646 - Max [top1: 81.350 (epoch: 811)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:25:51,647 - ==> Total time: 3 days, 3:12:32 Eta: 17:31:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:26:06,560 - Train: 81.10% [1014600/1251000] [811.0/1000.0] [batch_t 0.232 (0.263)] [data_t 0.009] [optim_t 0.223] [lr 0.000284] [CE 3.530 (3.857)] [KD 1.830 (2.036)] 2024-10-18 18:26:18,885 - Train: 81.11% [1014650/1251000] [811.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000284] [CE 4.255 (3.974)] [KD 2.266 (2.082)] 2024-10-18 18:26:31,196 - Train: 81.11% [1014700/1251000] [811.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000284] [CE 3.648 (3.920)] [KD 2.040 (2.041)] 2024-10-18 18:26:42,904 - Train: 81.12% [1014750/1251000] [811.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000284] [CE 3.978 (3.914)] [KD 2.061 (2.024)] 2024-10-18 18:26:54,740 - Train: 81.12% [1014800/1251000] [811.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000284] [CE 3.887 (3.945)] [KD 2.041 (2.076)] 2024-10-18 18:27:06,653 - Train: 81.12% [1014850/1251000] [811.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000284] [CE 4.264 (3.969)] [KD 2.285 (2.069)] 2024-10-18 18:27:18,654 - Train: 81.13% [1014900/1251000] [811.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000283] [CE 3.557 (3.778)] [KD 1.810 (1.976)] 2024-10-18 18:27:30,518 - Train: 81.13% [1014950/1251000] [811.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000283] [CE 3.503 (3.900)] [KD 1.844 (2.044)] 2024-10-18 18:27:42,675 - Train: 81.14% [1015000/1251000] [811.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000283] [CE 4.109 (3.932)] [KD 2.232 (2.056)] 2024-10-18 18:27:54,628 - Train: 81.14% [1015050/1251000] [811.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000283] [CE 3.972 (3.832)] [KD 2.061 (2.022)] 2024-10-18 18:28:06,696 - Train: 81.14% [1015100/1251000] [811.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000283] [CE 4.037 (3.872)] [KD 2.056 (2.048)] 2024-10-18 18:28:18,655 - Train: 81.15% [1015150/1251000] [811.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000283] [CE 4.050 (3.918)] [KD 2.012 (2.048)] 2024-10-18 18:28:30,455 - Train: 81.15% [1015200/1251000] [811.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000283] [CE 3.763 (3.867)] [KD 2.053 (2.036)] 2024-10-18 18:28:42,289 - Train: 81.16% [1015250/1251000] [811.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000283] [CE 4.052 (3.910)] [KD 2.172 (2.068)] 2024-10-18 18:28:54,675 - Train: 81.16% [1015300/1251000] [811.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000283] [CE 3.854 (3.905)] [KD 2.168 (2.070)] 2024-10-18 18:29:06,423 - Train: 81.16% [1015350/1251000] [811.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000283] [CE 3.433 (3.904)] [KD 1.858 (2.046)] 2024-10-18 18:29:18,285 - Train: 81.17% [1015400/1251000] [811.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000282] [CE 3.559 (3.921)] [KD 1.894 (2.039)] 2024-10-18 18:29:30,263 - Train: 81.17% [1015450/1251000] [811.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000282] [CE 4.267 (3.920)] [KD 2.152 (2.052)] 2024-10-18 18:29:42,266 - Train: 81.18% [1015500/1251000] [811.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000282] [CE 3.496 (3.897)] [KD 1.924 (2.026)] 2024-10-18 18:29:54,038 - Train: 81.18% [1015550/1251000] [811.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000282] [CE 3.884 (3.910)] [KD 1.999 (2.043)] 2024-10-18 18:30:06,138 - Train: 81.18% [1015600/1251000] [811.8/1000.0] [batch_t 0.295 (0.242)] [data_t 0.009] [optim_t 0.286] [lr 0.000282] [CE 3.096 (3.820)] [KD 1.621 (2.001)] 2024-10-18 18:30:18,070 - Train: 81.19% [1015650/1251000] [811.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000282] [CE 3.895 (3.935)] [KD 2.065 (2.055)] 2024-10-18 18:30:30,040 - Train: 81.19% [1015700/1251000] [811.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000282] [CE 4.431 (3.862)] [KD 2.309 (2.038)] 2024-10-18 18:30:41,725 - Train: 81.20% [1015750/1251000] [812.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000282] [CE 4.332 (3.892)] [KD 2.245 (2.023)] 2024-10-18 18:30:53,720 - Train: 81.20% [1015800/1251000] [812.0/1000.0] [batch_t 0.268 (0.240)] [data_t 0.009] [optim_t 0.259] [lr 0.000282] [CE 3.911 (3.840)] [KD 1.989 (2.022)] 2024-10-18 18:31:08,510 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40568] [top5_cnt 47777] [top_all 50000] 2024-10-18 18:31:08,511 - net: 81.136 (95.554) 2024-10-18 18:31:20,470 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41242] [top5_cnt 48059] [top_all 50000] 2024-10-18 18:31:20,470 - net_E: 82.484 (96.118) 2024-10-18 18:31:20,602 - Max [top1: 81.350 (epoch: 811)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:31:20,602 - ==> Total time: 3 days, 3:18:01 Eta: 17:26:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:31:33,443 - Train: 81.20% [1015850/1251000] [812.0/1000.0] [batch_t 0.234 (0.304)] [data_t 0.009] [optim_t 0.225] [lr 0.000281] [CE 4.365 (3.932)] [KD 2.247 (2.066)] 2024-10-18 18:31:45,425 - Train: 81.21% [1015900/1251000] [812.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000281] [CE 4.271 (3.927)] [KD 2.176 (2.055)] 2024-10-18 18:31:57,585 - Train: 81.21% [1015950/1251000] [812.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000281] [CE 4.050 (3.922)] [KD 2.074 (2.036)] 2024-10-18 18:32:09,483 - Train: 81.22% [1016000/1251000] [812.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000281] [CE 3.824 (3.885)] [KD 2.189 (2.023)] 2024-10-18 18:32:21,498 - Train: 81.22% [1016050/1251000] [812.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000281] [CE 4.479 (3.876)] [KD 2.492 (2.027)] 2024-10-18 18:32:33,454 - Train: 81.22% [1016100/1251000] [812.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000281] [CE 3.654 (3.922)] [KD 1.946 (2.060)] 2024-10-18 18:32:45,467 - Train: 81.23% [1016150/1251000] [812.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000281] [CE 3.894 (3.934)] [KD 2.048 (2.047)] 2024-10-18 18:32:57,499 - Train: 81.23% [1016200/1251000] [812.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000281] [CE 3.498 (3.833)] [KD 2.039 (1.999)] 2024-10-18 18:33:09,880 - Train: 81.24% [1016250/1251000] [812.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000281] [CE 3.729 (3.965)] [KD 1.989 (2.075)] 2024-10-18 18:33:21,821 - Train: 81.24% [1016300/1251000] [812.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000281] [CE 3.197 (3.882)] [KD 1.689 (2.033)] 2024-10-18 18:33:33,837 - Train: 81.24% [1016350/1251000] [812.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000280] [CE 3.610 (3.861)] [KD 1.961 (2.028)] 2024-10-18 18:33:46,370 - Train: 81.25% [1016400/1251000] [812.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000280] [CE 3.539 (3.846)] [KD 1.917 (2.029)] 2024-10-18 18:33:58,581 - Train: 81.25% [1016450/1251000] [812.5/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000280] [CE 4.380 (3.907)] [KD 2.114 (2.062)] 2024-10-18 18:34:10,739 - Train: 81.25% [1016500/1251000] [812.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000280] [CE 3.807 (3.900)] [KD 1.903 (2.047)] 2024-10-18 18:34:23,013 - Train: 81.26% [1016550/1251000] [812.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000280] [CE 4.616 (3.889)] [KD 2.550 (2.027)] 2024-10-18 18:34:35,184 - Train: 81.26% [1016600/1251000] [812.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000280] [CE 3.583 (3.881)] [KD 1.989 (2.037)] 2024-10-18 18:34:47,556 - Train: 81.27% [1016650/1251000] [812.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000280] [CE 3.459 (3.874)] [KD 1.934 (2.045)] 2024-10-18 18:34:59,526 - Train: 81.27% [1016700/1251000] [812.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000280] [CE 4.224 (3.891)] [KD 2.317 (2.019)] 2024-10-18 18:35:11,548 - Train: 81.27% [1016750/1251000] [812.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000280] [CE 3.837 (3.943)] [KD 1.965 (2.062)] 2024-10-18 18:35:23,864 - Train: 81.28% [1016800/1251000] [812.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000280] [CE 3.927 (3.813)] [KD 2.088 (2.027)] 2024-10-18 18:35:36,345 - Train: 81.28% [1016850/1251000] [812.8/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000279] [CE 3.438 (3.932)] [KD 1.772 (2.040)] 2024-10-18 18:35:48,593 - Train: 81.29% [1016900/1251000] [812.9/1000.0] [batch_t 0.364 (0.245)] [data_t 0.009] [optim_t 0.355] [lr 0.000279] [CE 4.083 (3.847)] [KD 2.071 (2.024)] 2024-10-18 18:36:00,317 - Train: 81.29% [1016950/1251000] [812.9/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000279] [CE 3.730 (3.888)] [KD 2.006 (2.030)] 2024-10-18 18:36:12,309 - Train: 81.29% [1017000/1251000] [812.9/1000.0] [batch_t 0.318 (0.240)] [data_t 0.009] [optim_t 0.310] [lr 0.000279] [CE 3.863 (3.897)] [KD 1.975 (2.041)] 2024-10-18 18:36:24,263 - Train: 81.30% [1017050/1251000] [813.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000279] [CE 3.419 (3.857)] [KD 1.864 (2.033)] 2024-10-18 18:36:39,089 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40662] [top5_cnt 47835] [top_all 50000] 2024-10-18 18:36:39,089 - net: 81.324 (95.670) 2024-10-18 18:36:51,336 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41253] [top5_cnt 48053] [top_all 50000] 2024-10-18 18:36:51,336 - net_E: 82.506 (96.106) 2024-10-18 18:36:51,461 - Max [top1: 81.350 (epoch: 811)] [top1-ema: 82.516 (epoch: 808)] 2024-10-18 18:36:51,462 - ==> Total time: 3 days, 3:23:32 Eta: 17:20:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:37:04,290 - Train: 81.30% [1017100/1251000] [813.0/1000.0] [batch_t 0.233 (0.311)] [data_t 0.009] [optim_t 0.224] [lr 0.000279] [CE 3.877 (3.907)] [KD 2.079 (2.037)] 2024-10-18 18:37:16,473 - Train: 81.31% [1017150/1251000] [813.1/1000.0] [batch_t 0.310 (0.244)] [data_t 0.009] [optim_t 0.301] [lr 0.000279] [CE 4.035 (3.894)] [KD 1.994 (2.032)] 2024-10-18 18:37:28,644 - Train: 81.31% [1017200/1251000] [813.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000279] [CE 4.024 (3.923)] [KD 2.075 (2.009)] 2024-10-18 18:37:40,738 - Train: 81.31% [1017250/1251000] [813.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000279] [CE 3.889 (3.927)] [KD 2.016 (2.036)] 2024-10-18 18:37:52,416 - Train: 81.32% [1017300/1251000] [813.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000278] [CE 3.883 (3.956)] [KD 1.934 (2.050)] 2024-10-18 18:38:04,473 - Train: 81.32% [1017350/1251000] [813.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000278] [CE 4.350 (3.792)] [KD 2.254 (2.005)] 2024-10-18 18:38:16,141 - Train: 81.33% [1017400/1251000] [813.3/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000278] [CE 4.303 (3.908)] [KD 2.232 (2.030)] 2024-10-18 18:38:28,273 - Train: 81.33% [1017450/1251000] [813.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000278] [CE 4.400 (3.979)] [KD 2.298 (2.074)] 2024-10-18 18:38:40,410 - Train: 81.33% [1017500/1251000] [813.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000278] [CE 3.878 (3.883)] [KD 2.112 (2.011)] 2024-10-18 18:38:52,273 - Train: 81.34% [1017550/1251000] [813.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000278] [CE 4.099 (3.825)] [KD 2.113 (1.994)] 2024-10-18 18:39:03,984 - Train: 81.34% [1017600/1251000] [813.4/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000278] [CE 3.536 (3.907)] [KD 1.761 (2.045)] 2024-10-18 18:39:16,179 - Train: 81.35% [1017650/1251000] [813.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000278] [CE 3.651 (3.802)] [KD 1.843 (2.006)] 2024-10-18 18:39:28,345 - Train: 81.35% [1017700/1251000] [813.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000278] [CE 4.093 (3.825)] [KD 2.186 (1.995)] 2024-10-18 18:39:40,191 - Train: 81.35% [1017750/1251000] [813.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000278] [CE 4.298 (3.903)] [KD 2.121 (2.057)] 2024-10-18 18:39:52,394 - Train: 81.36% [1017800/1251000] [813.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000277] [CE 4.000 (3.875)] [KD 2.136 (2.022)] 2024-10-18 18:40:04,375 - Train: 81.36% [1017850/1251000] [813.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000277] [CE 4.317 (3.934)] [KD 2.175 (2.043)] 2024-10-18 18:40:16,082 - Train: 81.37% [1017900/1251000] [813.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000277] [CE 3.345 (3.949)] [KD 1.791 (2.060)] 2024-10-18 18:40:28,217 - Train: 81.37% [1017950/1251000] [813.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000277] [CE 4.102 (3.910)] [KD 2.059 (2.022)] 2024-10-18 18:40:39,913 - Train: 81.37% [1018000/1251000] [813.7/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000277] [CE 4.176 (3.880)] [KD 2.341 (2.018)] 2024-10-18 18:40:51,863 - Train: 81.38% [1018050/1251000] [813.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000277] [CE 4.284 (3.868)] [KD 2.124 (2.018)] 2024-10-18 18:41:03,933 - Train: 81.38% [1018100/1251000] [813.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000277] [CE 3.954 (3.935)] [KD 2.024 (2.027)] 2024-10-18 18:41:15,938 - Train: 81.39% [1018150/1251000] [813.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000277] [CE 3.812 (3.826)] [KD 1.941 (2.010)] 2024-10-18 18:41:27,641 - Train: 81.39% [1018200/1251000] [813.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000277] [CE 4.044 (3.959)] [KD 2.036 (2.049)] 2024-10-18 18:41:39,715 - Train: 81.39% [1018250/1251000] [813.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000277] [CE 3.673 (3.957)] [KD 1.935 (2.077)] 2024-10-18 18:41:51,500 - Train: 81.40% [1018300/1251000] [814.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000276] [CE 3.729 (3.846)] [KD 2.097 (2.022)] 2024-10-18 18:42:06,683 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 40654] [top5_cnt 47796] [top_all 50000] 2024-10-18 18:42:06,683 - net: 81.308 (95.592) 2024-10-18 18:42:19,076 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41280] [top5_cnt 48053] [top_all 50000] 2024-10-18 18:42:19,076 - net_E: 82.560 (96.106) 2024-10-18 18:42:19,199 - Max [top1: 81.350 (epoch: 811)] [top1-ema: 82.560 (epoch: 814)] 2024-10-18 18:42:19,199 - ==> Total time: 3 days, 3:28:59 Eta: 17:14:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:42:34,004 - Train: 81.40% [1018350/1251000] [814.0/1000.0] [batch_t 0.232 (0.269)] [data_t 0.009] [optim_t 0.223] [lr 0.000276] [CE 3.928 (3.874)] [KD 1.982 (2.000)] 2024-10-18 18:42:46,417 - Train: 81.41% [1018400/1251000] [814.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000276] [CE 3.870 (3.903)] [KD 1.962 (2.029)] 2024-10-18 18:42:58,225 - Train: 81.41% [1018450/1251000] [814.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000276] [CE 3.748 (3.912)] [KD 1.972 (2.047)] 2024-10-18 18:43:10,431 - Train: 81.41% [1018500/1251000] [814.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000276] [CE 4.250 (3.848)] [KD 2.039 (1.997)] 2024-10-18 18:43:22,221 - Train: 81.42% [1018550/1251000] [814.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000276] [CE 3.829 (3.909)] [KD 1.967 (2.006)] 2024-10-18 18:43:34,359 - Train: 81.42% [1018600/1251000] [814.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000276] [CE 4.082 (3.927)] [KD 2.041 (2.063)] 2024-10-18 18:43:46,333 - Train: 81.43% [1018650/1251000] [814.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000276] [CE 3.606 (3.786)] [KD 1.923 (1.981)] 2024-10-18 18:43:58,326 - Train: 81.43% [1018700/1251000] [814.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000276] [CE 4.161 (3.876)] [KD 2.191 (2.022)] 2024-10-18 18:44:10,190 - Train: 81.43% [1018750/1251000] [814.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000275] [CE 3.927 (3.854)] [KD 2.206 (2.012)] 2024-10-18 18:44:22,104 - Train: 81.44% [1018800/1251000] [814.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000275] [CE 4.429 (3.880)] [KD 2.256 (2.029)] 2024-10-18 18:44:34,233 - Train: 81.44% [1018850/1251000] [814.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000275] [CE 4.188 (3.913)] [KD 2.234 (2.040)] 2024-10-18 18:44:46,071 - Train: 81.45% [1018900/1251000] [814.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000275] [CE 3.447 (3.824)] [KD 1.834 (2.003)] 2024-10-18 18:44:57,735 - Train: 81.45% [1018950/1251000] [814.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000275] [CE 3.651 (3.879)] [KD 1.897 (2.023)] 2024-10-18 18:45:09,759 - Train: 81.45% [1019000/1251000] [814.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000275] [CE 3.499 (3.942)] [KD 1.836 (2.056)] 2024-10-18 18:45:21,878 - Train: 81.46% [1019050/1251000] [814.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000275] [CE 3.347 (3.885)] [KD 1.702 (2.022)] 2024-10-18 18:45:33,678 - Train: 81.46% [1019100/1251000] [814.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000275] [CE 3.644 (3.903)] [KD 1.813 (2.038)] 2024-10-18 18:45:45,837 - Train: 81.47% [1019150/1251000] [814.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000275] [CE 3.821 (3.929)] [KD 2.101 (2.063)] 2024-10-18 18:45:57,850 - Train: 81.47% [1019200/1251000] [814.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000275] [CE 4.182 (3.869)] [KD 2.207 (2.032)] 2024-10-18 18:46:09,598 - Train: 81.47% [1019250/1251000] [814.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000274] [CE 3.778 (3.837)] [KD 2.029 (1.989)] 2024-10-18 18:46:21,322 - Train: 81.48% [1019300/1251000] [814.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000274] [CE 3.743 (3.882)] [KD 1.941 (2.054)] 2024-10-18 18:46:33,209 - Train: 81.48% [1019350/1251000] [814.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000274] [CE 3.784 (3.910)] [KD 2.070 (2.035)] 2024-10-18 18:46:45,234 - Train: 81.49% [1019400/1251000] [814.9/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000274] [CE 4.214 (3.898)] [KD 2.366 (2.018)] 2024-10-18 18:46:57,073 - Train: 81.49% [1019450/1251000] [814.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000274] [CE 3.854 (3.878)] [KD 1.927 (2.021)] 2024-10-18 18:47:09,263 - Train: 81.49% [1019500/1251000] [814.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000274] [CE 4.202 (3.882)] [KD 2.101 (2.016)] 2024-10-18 18:47:20,965 - Train: 81.50% [1019550/1251000] [815.0/1000.0] [batch_t 0.244 (0.234)] [data_t 0.019] [optim_t 0.226] [lr 0.000274] [CE 3.634 (3.907)] [KD 1.886 (2.023)] 2024-10-18 18:47:36,333 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40718] [top5_cnt 47815] [top_all 50000] 2024-10-18 18:47:36,333 - net: 81.436 (95.630) 2024-10-18 18:47:48,775 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41283] [top5_cnt 48060] [top_all 50000] 2024-10-18 18:47:48,775 - net_E: 82.566 (96.120) 2024-10-18 18:47:48,899 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.566 (epoch: 815)] 2024-10-18 18:47:48,899 - ==> Total time: 3 days, 3:34:29 Eta: 17:09:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:48:03,843 - Train: 81.50% [1019600/1251000] [815.0/1000.0] [batch_t 0.236 (0.273)] [data_t 0.009] [optim_t 0.227] [lr 0.000274] [CE 4.011 (3.880)] [KD 2.012 (2.033)] 2024-10-18 18:48:16,019 - Train: 81.51% [1019650/1251000] [815.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000274] [CE 3.724 (3.886)] [KD 1.936 (2.032)] 2024-10-18 18:48:27,737 - Train: 81.51% [1019700/1251000] [815.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000274] [CE 3.795 (3.837)] [KD 1.978 (1.989)] 2024-10-18 18:48:39,820 - Train: 81.51% [1019750/1251000] [815.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000273] [CE 4.004 (3.824)] [KD 2.064 (1.981)] 2024-10-18 18:48:52,409 - Train: 81.52% [1019800/1251000] [815.2/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.000273] [CE 4.106 (3.939)] [KD 2.099 (2.044)] 2024-10-18 18:49:04,432 - Train: 81.52% [1019850/1251000] [815.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000273] [CE 3.873 (3.902)] [KD 1.926 (2.050)] 2024-10-18 18:49:16,741 - Train: 81.53% [1019900/1251000] [815.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000273] [CE 3.919 (3.897)] [KD 2.125 (2.026)] 2024-10-18 18:49:28,923 - Train: 81.53% [1019950/1251000] [815.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000273] [CE 4.183 (3.929)] [KD 2.135 (2.035)] 2024-10-18 18:49:40,861 - Train: 81.53% [1020000/1251000] [815.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000273] [CE 4.303 (4.014)] [KD 2.355 (2.070)] 2024-10-18 18:49:53,117 - Train: 81.54% [1020050/1251000] [815.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000273] [CE 3.912 (3.866)] [KD 2.010 (2.023)] 2024-10-18 18:50:05,429 - Train: 81.54% [1020100/1251000] [815.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000273] [CE 3.802 (3.900)] [KD 1.980 (2.043)] 2024-10-18 18:50:17,535 - Train: 81.55% [1020150/1251000] [815.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000273] [CE 3.974 (3.952)] [KD 2.024 (2.093)] 2024-10-18 18:50:29,797 - Train: 81.55% [1020200/1251000] [815.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000273] [CE 3.453 (3.921)] [KD 1.794 (2.050)] 2024-10-18 18:50:41,969 - Train: 81.55% [1020250/1251000] [815.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000272] [CE 3.887 (3.904)] [KD 1.939 (2.038)] 2024-10-18 18:50:54,018 - Train: 81.56% [1020300/1251000] [815.6/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.000272] [CE 3.639 (3.899)] [KD 1.982 (2.041)] 2024-10-18 18:51:06,381 - Train: 81.56% [1020350/1251000] [815.6/1000.0] [batch_t 0.268 (0.247)] [data_t 0.009] [optim_t 0.260] [lr 0.000272] [CE 3.930 (3.865)] [KD 2.065 (2.019)] 2024-10-18 18:51:18,495 - Train: 81.57% [1020400/1251000] [815.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000272] [CE 3.342 (3.819)] [KD 1.953 (1.980)] 2024-10-18 18:51:30,621 - Train: 81.57% [1020450/1251000] [815.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000272] [CE 4.181 (3.999)] [KD 2.212 (2.075)] 2024-10-18 18:51:42,645 - Train: 81.57% [1020500/1251000] [815.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000272] [CE 3.611 (3.798)] [KD 1.930 (1.980)] 2024-10-18 18:51:54,752 - Train: 81.58% [1020550/1251000] [815.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000272] [CE 3.925 (3.912)] [KD 2.087 (2.029)] 2024-10-18 18:52:06,800 - Train: 81.58% [1020600/1251000] [815.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000272] [CE 3.961 (3.877)] [KD 2.129 (2.047)] 2024-10-18 18:52:19,090 - Train: 81.59% [1020650/1251000] [815.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000272] [CE 4.314 (3.937)] [KD 2.143 (2.053)] 2024-10-18 18:52:30,963 - Train: 81.59% [1020700/1251000] [815.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000272] [CE 3.871 (3.918)] [KD 2.125 (2.045)] 2024-10-18 18:52:42,975 - Train: 81.59% [1020750/1251000] [815.9/1000.0] [batch_t 0.369 (0.240)] [data_t 0.009] [optim_t 0.360] [lr 0.000271] [CE 3.826 (3.823)] [KD 2.039 (2.015)] 2024-10-18 18:52:54,877 - Train: 81.60% [1020800/1251000] [816.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000271] [CE 4.006 (3.953)] [KD 2.103 (2.060)] 2024-10-18 18:53:10,783 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40659] [top5_cnt 47820] [top_all 50000] 2024-10-18 18:53:10,784 - net: 81.318 (95.640) 2024-10-18 18:53:23,304 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 41294] [top5_cnt 48065] [top_all 50000] 2024-10-18 18:53:23,305 - net_E: 82.588 (96.130) 2024-10-18 18:53:23,444 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.588 (epoch: 816)] 2024-10-18 18:53:23,444 - ==> Total time: 3 days, 3:40:04 Eta: 17:03:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:53:37,088 - Train: 81.60% [1020850/1251000] [816.0/1000.0] [batch_t 0.230 (0.277)] [data_t 0.009] [optim_t 0.221] [lr 0.000271] [CE 4.231 (3.963)] [KD 2.186 (2.030)] 2024-10-18 18:53:49,349 - Train: 81.61% [1020900/1251000] [816.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000271] [CE 3.962 (3.876)] [KD 2.029 (1.990)] 2024-10-18 18:54:01,300 - Train: 81.61% [1020950/1251000] [816.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000271] [CE 3.859 (3.876)] [KD 1.960 (2.014)] 2024-10-18 18:54:13,136 - Train: 81.61% [1021000/1251000] [816.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000271] [CE 3.653 (3.894)] [KD 1.693 (2.013)] 2024-10-18 18:54:25,360 - Train: 81.62% [1021050/1251000] [816.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000271] [CE 3.790 (3.825)] [KD 1.974 (1.988)] 2024-10-18 18:54:37,210 - Train: 81.62% [1021100/1251000] [816.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000271] [CE 4.068 (3.866)] [KD 2.015 (2.007)] 2024-10-18 18:54:49,149 - Train: 81.63% [1021150/1251000] [816.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000271] [CE 4.116 (3.867)] [KD 2.121 (2.023)] 2024-10-18 18:55:01,375 - Train: 81.63% [1021200/1251000] [816.3/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000270] [CE 4.047 (3.836)] [KD 2.009 (2.020)] 2024-10-18 18:55:13,175 - Train: 81.63% [1021250/1251000] [816.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000270] [CE 3.844 (3.953)] [KD 1.887 (2.041)] 2024-10-18 18:55:25,256 - Train: 81.64% [1021300/1251000] [816.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000270] [CE 3.832 (3.868)] [KD 1.996 (2.002)] 2024-10-18 18:55:37,696 - Train: 81.64% [1021350/1251000] [816.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000270] [CE 3.449 (3.899)] [KD 1.741 (2.014)] 2024-10-18 18:55:49,633 - Train: 81.65% [1021400/1251000] [816.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000270] [CE 3.838 (3.891)] [KD 2.090 (2.036)] 2024-10-18 18:56:01,440 - Train: 81.65% [1021450/1251000] [816.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000270] [CE 3.755 (3.924)] [KD 1.981 (2.030)] 2024-10-18 18:56:13,383 - Train: 81.65% [1021500/1251000] [816.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000270] [CE 4.265 (3.950)] [KD 2.187 (2.047)] 2024-10-18 18:56:25,615 - Train: 81.66% [1021550/1251000] [816.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000270] [CE 3.926 (3.802)] [KD 1.984 (1.978)] 2024-10-18 18:56:37,697 - Train: 81.66% [1021600/1251000] [816.6/1000.0] [batch_t 0.381 (0.241)] [data_t 0.009] [optim_t 0.372] [lr 0.000270] [CE 3.990 (3.801)] [KD 2.025 (1.980)] 2024-10-18 18:56:49,439 - Train: 81.67% [1021650/1251000] [816.7/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000270] [CE 3.695 (3.846)] [KD 1.904 (2.005)] 2024-10-18 18:57:01,714 - Train: 81.67% [1021700/1251000] [816.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000269] [CE 3.896 (3.889)] [KD 1.945 (2.027)] 2024-10-18 18:57:13,609 - Train: 81.67% [1021750/1251000] [816.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000269] [CE 3.755 (3.841)] [KD 1.893 (2.010)] 2024-10-18 18:57:25,434 - Train: 81.68% [1021800/1251000] [816.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000269] [CE 3.762 (3.891)] [KD 1.883 (2.023)] 2024-10-18 18:57:37,438 - Train: 81.68% [1021850/1251000] [816.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000269] [CE 3.791 (3.851)] [KD 2.036 (2.001)] 2024-10-18 18:57:49,503 - Train: 81.69% [1021900/1251000] [816.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000269] [CE 3.647 (3.895)] [KD 1.906 (2.032)] 2024-10-18 18:58:01,434 - Train: 81.69% [1021950/1251000] [816.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000269] [CE 3.798 (3.895)] [KD 1.992 (2.035)] 2024-10-18 18:58:13,593 - Train: 81.69% [1022000/1251000] [816.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000269] [CE 3.565 (3.870)] [KD 1.813 (2.003)] 2024-10-18 18:58:25,637 - Train: 81.70% [1022050/1251000] [817.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000269] [CE 3.871 (3.919)] [KD 1.989 (2.047)] 2024-10-18 18:58:41,896 - Test (net): 100.00% [50/50] [batch_t 0.103 (0.240)] [top1_cnt 40599] [top5_cnt 47849] [top_all 50000] 2024-10-18 18:58:41,896 - net: 81.198 (95.698) 2024-10-18 18:58:54,142 - Test (net_E): 100.00% [50/50] [batch_t 0.073 (0.238)] [top1_cnt 41279] [top5_cnt 48089] [top_all 50000] 2024-10-18 18:58:54,142 - net_E: 82.558 (96.178) 2024-10-18 18:58:54,267 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.588 (epoch: 816)] 2024-10-18 18:58:54,268 - ==> Total time: 3 days, 3:45:34 Eta: 16:58:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 18:59:06,319 - Train: 81.70% [1022100/1251000] [817.0/1000.0] [batch_t 0.233 (0.322)] [data_t 0.009] [optim_t 0.224] [lr 0.000269] [CE 3.855 (3.887)] [KD 2.099 (2.011)] 2024-10-18 18:59:18,552 - Train: 81.71% [1022150/1251000] [817.1/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.000269] [CE 4.016 (3.877)] [KD 2.094 (2.000)] 2024-10-18 18:59:30,781 - Train: 81.71% [1022200/1251000] [817.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000268] [CE 3.592 (3.906)] [KD 1.799 (2.001)] 2024-10-18 18:59:42,438 - Train: 81.71% [1022250/1251000] [817.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000268] [CE 4.285 (3.947)] [KD 2.229 (2.068)] 2024-10-18 18:59:54,380 - Train: 81.72% [1022300/1251000] [817.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000268] [CE 4.206 (3.830)] [KD 2.072 (1.999)] 2024-10-18 19:00:06,316 - Train: 81.72% [1022350/1251000] [817.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000268] [CE 3.296 (3.843)] [KD 1.727 (2.000)] 2024-10-18 19:00:18,022 - Train: 81.73% [1022400/1251000] [817.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000268] [CE 3.360 (3.910)] [KD 1.698 (2.042)] 2024-10-18 19:00:29,990 - Train: 81.73% [1022450/1251000] [817.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000268] [CE 3.685 (3.927)] [KD 1.899 (2.047)] 2024-10-18 19:00:41,892 - Train: 81.73% [1022500/1251000] [817.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000268] [CE 4.197 (3.880)] [KD 2.165 (2.019)] 2024-10-18 19:00:54,208 - Train: 81.74% [1022550/1251000] [817.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000268] [CE 3.623 (3.902)] [KD 1.760 (2.027)] 2024-10-18 19:01:06,010 - Train: 81.74% [1022600/1251000] [817.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000268] [CE 4.154 (3.938)] [KD 2.085 (2.039)] 2024-10-18 19:01:17,849 - Train: 81.75% [1022650/1251000] [817.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000268] [CE 3.993 (3.885)] [KD 2.031 (1.993)] 2024-10-18 19:01:29,576 - Train: 81.75% [1022700/1251000] [817.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000267] [CE 3.732 (3.862)] [KD 1.944 (1.999)] 2024-10-18 19:01:42,018 - Train: 81.75% [1022750/1251000] [817.5/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000267] [CE 3.994 (3.876)] [KD 2.025 (2.024)] 2024-10-18 19:01:53,802 - Train: 81.76% [1022800/1251000] [817.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000267] [CE 3.892 (3.931)] [KD 2.109 (2.022)] 2024-10-18 19:02:06,173 - Train: 81.76% [1022850/1251000] [817.6/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.000267] [CE 4.220 (3.841)] [KD 2.182 (1.988)] 2024-10-18 19:02:17,928 - Train: 81.77% [1022900/1251000] [817.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000267] [CE 3.810 (3.841)] [KD 2.001 (1.992)] 2024-10-18 19:02:29,957 - Train: 81.77% [1022950/1251000] [817.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000267] [CE 3.950 (3.931)] [KD 1.851 (2.031)] 2024-10-18 19:02:41,944 - Train: 81.77% [1023000/1251000] [817.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000267] [CE 4.318 (3.881)] [KD 2.309 (2.018)] 2024-10-18 19:02:53,877 - Train: 81.78% [1023050/1251000] [817.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000267] [CE 4.019 (3.983)] [KD 2.036 (2.058)] 2024-10-18 19:03:05,936 - Train: 81.78% [1023100/1251000] [817.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000267] [CE 3.587 (3.853)] [KD 1.815 (1.992)] 2024-10-18 19:03:17,970 - Train: 81.79% [1023150/1251000] [817.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000267] [CE 3.999 (3.903)] [KD 2.040 (2.034)] 2024-10-18 19:03:29,990 - Train: 81.79% [1023200/1251000] [817.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000266] [CE 3.596 (3.857)] [KD 1.893 (2.010)] 2024-10-18 19:03:41,897 - Train: 81.79% [1023250/1251000] [817.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000266] [CE 3.334 (3.851)] [KD 1.693 (1.985)] 2024-10-18 19:03:53,683 - Train: 81.80% [1023300/1251000] [818.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000266] [CE 3.770 (3.925)] [KD 2.021 (2.050)] 2024-10-18 19:04:10,038 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40634] [top5_cnt 47855] [top_all 50000] 2024-10-18 19:04:10,039 - net: 81.268 (95.710) 2024-10-18 19:04:22,367 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41297] [top5_cnt 48074] [top_all 50000] 2024-10-18 19:04:22,368 - net_E: 82.594 (96.148) 2024-10-18 19:04:22,497 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.594 (epoch: 818)] 2024-10-18 19:04:22,498 - ==> Total time: 3 days, 3:51:03 Eta: 16:52:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:04:35,768 - Train: 81.80% [1023350/1251000] [818.0/1000.0] [batch_t 0.232 (0.277)] [data_t 0.009] [optim_t 0.223] [lr 0.000266] [CE 3.579 (3.901)] [KD 1.758 (2.020)] 2024-10-18 19:04:47,706 - Train: 81.81% [1023400/1251000] [818.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000266] [CE 3.875 (3.878)] [KD 1.946 (1.989)] 2024-10-18 19:05:00,357 - Train: 81.81% [1023450/1251000] [818.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.000266] [CE 3.529 (3.852)] [KD 1.805 (1.971)] 2024-10-18 19:05:12,323 - Train: 81.81% [1023500/1251000] [818.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000266] [CE 4.098 (3.922)] [KD 2.251 (2.018)] 2024-10-18 19:05:24,679 - Train: 81.82% [1023550/1251000] [818.2/1000.0] [batch_t 0.411 (0.247)] [data_t 0.009] [optim_t 0.402] [lr 0.000266] [CE 4.089 (3.951)] [KD 2.047 (2.035)] 2024-10-18 19:05:36,901 - Train: 81.82% [1023600/1251000] [818.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000266] [CE 3.732 (3.883)] [KD 1.938 (2.012)] 2024-10-18 19:05:49,138 - Train: 81.83% [1023650/1251000] [818.3/1000.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.273] [lr 0.000266] [CE 4.239 (3.887)] [KD 2.113 (2.016)] 2024-10-18 19:06:01,536 - Train: 81.83% [1023700/1251000] [818.3/1000.0] [batch_t 0.265 (0.248)] [data_t 0.009] [optim_t 0.256] [lr 0.000265] [CE 4.062 (3.863)] [KD 2.165 (2.018)] 2024-10-18 19:06:13,862 - Train: 81.83% [1023750/1251000] [818.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000265] [CE 3.746 (3.887)] [KD 1.944 (2.030)] 2024-10-18 19:06:26,079 - Train: 81.84% [1023800/1251000] [818.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000265] [CE 3.916 (3.915)] [KD 2.026 (2.030)] 2024-10-18 19:06:38,236 - Train: 81.84% [1023850/1251000] [818.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000265] [CE 3.253 (3.790)] [KD 1.669 (1.956)] 2024-10-18 19:06:50,626 - Train: 81.85% [1023900/1251000] [818.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000265] [CE 4.052 (3.896)] [KD 2.155 (2.008)] 2024-10-18 19:07:02,707 - Train: 81.85% [1023950/1251000] [818.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000265] [CE 4.063 (3.902)] [KD 2.195 (2.019)] 2024-10-18 19:07:15,022 - Train: 81.85% [1024000/1251000] [818.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000265] [CE 3.574 (3.921)] [KD 1.972 (2.001)] 2024-10-18 19:07:27,197 - Train: 81.86% [1024050/1251000] [818.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000265] [CE 4.298 (3.893)] [KD 2.256 (2.031)] 2024-10-18 19:07:39,462 - Train: 81.86% [1024100/1251000] [818.6/1000.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.258] [lr 0.000265] [CE 3.964 (3.906)] [KD 1.982 (2.024)] 2024-10-18 19:07:51,841 - Train: 81.87% [1024150/1251000] [818.7/1000.0] [batch_t 0.287 (0.247)] [data_t 0.009] [optim_t 0.279] [lr 0.000265] [CE 3.776 (3.814)] [KD 1.966 (1.976)] 2024-10-18 19:08:03,816 - Train: 81.87% [1024200/1251000] [818.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000264] [CE 4.135 (3.921)] [KD 2.187 (2.039)] 2024-10-18 19:08:15,942 - Train: 81.87% [1024250/1251000] [818.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000264] [CE 3.759 (3.867)] [KD 1.880 (2.018)] 2024-10-18 19:08:27,998 - Train: 81.88% [1024300/1251000] [818.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000264] [CE 3.963 (3.842)] [KD 2.050 (1.986)] 2024-10-18 19:08:40,299 - Train: 81.88% [1024350/1251000] [818.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000264] [CE 3.676 (3.931)] [KD 2.060 (2.037)] 2024-10-18 19:08:52,551 - Train: 81.89% [1024400/1251000] [818.9/1000.0] [batch_t 0.308 (0.245)] [data_t 0.009] [optim_t 0.299] [lr 0.000264] [CE 3.732 (3.890)] [KD 2.025 (2.014)] 2024-10-18 19:09:04,918 - Train: 81.89% [1024450/1251000] [818.9/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000264] [CE 4.232 (3.869)] [KD 2.187 (1.990)] 2024-10-18 19:09:17,137 - Train: 81.89% [1024500/1251000] [818.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000264] [CE 3.435 (3.853)] [KD 1.679 (2.013)] 2024-10-18 19:09:29,270 - Train: 81.90% [1024550/1251000] [819.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000264] [CE 4.002 (3.883)] [KD 2.107 (2.019)] 2024-10-18 19:09:45,875 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40653] [top5_cnt 47854] [top_all 50000] 2024-10-18 19:09:45,875 - net: 81.306 (95.708) 2024-10-18 19:09:57,959 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41310] [top5_cnt 48087] [top_all 50000] 2024-10-18 19:09:57,959 - net_E: 82.620 (96.174) 2024-10-18 19:09:58,088 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:09:58,088 - ==> Total time: 3 days, 3:56:38 Eta: 16:47:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:10:11,146 - Train: 81.90% [1024600/1251000] [819.0/1000.0] [batch_t 0.383 (0.278)] [data_t 0.009] [optim_t 0.374] [lr 0.000264] [CE 3.364 (3.866)] [KD 1.688 (1.991)] 2024-10-18 19:10:23,138 - Train: 81.91% [1024650/1251000] [819.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000264] [CE 3.855 (3.933)] [KD 1.788 (2.021)] 2024-10-18 19:10:35,132 - Train: 81.91% [1024700/1251000] [819.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000263] [CE 4.039 (3.862)] [KD 2.206 (1.988)] 2024-10-18 19:10:47,003 - Train: 81.91% [1024750/1251000] [819.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000263] [CE 3.843 (3.906)] [KD 1.943 (2.013)] 2024-10-18 19:10:59,027 - Train: 81.92% [1024800/1251000] [819.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000263] [CE 4.413 (3.924)] [KD 2.297 (2.024)] 2024-10-18 19:11:10,872 - Train: 81.92% [1024850/1251000] [819.2/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000263] [CE 3.723 (3.908)] [KD 2.023 (2.022)] 2024-10-18 19:11:22,850 - Train: 81.93% [1024900/1251000] [819.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000263] [CE 4.054 (3.871)] [KD 2.112 (2.005)] 2024-10-18 19:11:34,841 - Train: 81.93% [1024950/1251000] [819.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000263] [CE 3.991 (3.940)] [KD 2.157 (2.013)] 2024-10-18 19:11:46,766 - Train: 81.93% [1025000/1251000] [819.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000263] [CE 4.051 (3.806)] [KD 2.258 (1.954)] 2024-10-18 19:11:58,654 - Train: 81.94% [1025050/1251000] [819.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000263] [CE 4.128 (3.893)] [KD 2.222 (2.035)] 2024-10-18 19:12:10,672 - Train: 81.94% [1025100/1251000] [819.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000263] [CE 3.644 (3.889)] [KD 1.980 (2.024)] 2024-10-18 19:12:22,684 - Train: 81.95% [1025150/1251000] [819.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000263] [CE 3.439 (3.861)] [KD 1.811 (2.023)] 2024-10-18 19:12:34,415 - Train: 81.95% [1025200/1251000] [819.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000262] [CE 4.489 (3.819)] [KD 2.410 (1.975)] 2024-10-18 19:12:46,567 - Train: 81.95% [1025250/1251000] [819.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000262] [CE 3.981 (3.817)] [KD 1.976 (1.954)] 2024-10-18 19:12:58,497 - Train: 81.96% [1025300/1251000] [819.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000262] [CE 3.864 (3.914)] [KD 2.062 (2.004)] 2024-10-18 19:13:10,542 - Train: 81.96% [1025350/1251000] [819.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000262] [CE 4.368 (3.970)] [KD 2.206 (2.049)] 2024-10-18 19:13:22,437 - Train: 81.97% [1025400/1251000] [819.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000262] [CE 3.886 (3.861)] [KD 1.862 (1.985)] 2024-10-18 19:13:34,500 - Train: 81.97% [1025450/1251000] [819.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000262] [CE 3.847 (3.840)] [KD 1.872 (1.992)] 2024-10-18 19:13:46,501 - Train: 81.97% [1025500/1251000] [819.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000262] [CE 3.910 (3.848)] [KD 1.996 (1.977)] 2024-10-18 19:13:58,475 - Train: 81.98% [1025550/1251000] [819.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000262] [CE 3.553 (3.819)] [KD 1.829 (1.992)] 2024-10-18 19:14:10,439 - Train: 81.98% [1025600/1251000] [819.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000262] [CE 4.428 (3.958)] [KD 2.215 (2.051)] 2024-10-18 19:14:22,659 - Train: 81.99% [1025650/1251000] [819.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000262] [CE 3.801 (3.855)] [KD 1.835 (1.993)] 2024-10-18 19:14:34,656 - Train: 81.99% [1025700/1251000] [819.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000261] [CE 3.789 (3.867)] [KD 1.813 (1.996)] 2024-10-18 19:14:46,646 - Train: 81.99% [1025750/1251000] [819.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000261] [CE 3.739 (3.914)] [KD 1.891 (2.021)] 2024-10-18 19:14:58,573 - Train: 82.00% [1025800/1251000] [820.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000261] [CE 3.490 (3.914)] [KD 1.881 (2.047)] 2024-10-18 19:15:15,717 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40649] [top5_cnt 47843] [top_all 50000] 2024-10-18 19:15:15,717 - net: 81.298 (95.686) 2024-10-18 19:15:27,574 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41275] [top5_cnt 48077] [top_all 50000] 2024-10-18 19:15:27,575 - net_E: 82.550 (96.154) 2024-10-18 19:15:27,719 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:15:27,719 - ==> Total time: 3 days, 4:02:08 Eta: 16:41:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:15:38,747 - Train: 82.00% [1025850/1251000] [820.0/1000.0] [batch_t 0.232 (0.317)] [data_t 0.009] [optim_t 0.223] [lr 0.000261] [CE 3.985 (3.942)] [KD 1.975 (2.003)] 2024-10-18 19:15:50,839 - Train: 82.01% [1025900/1251000] [820.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000261] [CE 4.216 (3.847)] [KD 2.286 (1.976)] 2024-10-18 19:16:03,163 - Train: 82.01% [1025950/1251000] [820.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000261] [CE 4.179 (3.930)] [KD 2.075 (2.031)] 2024-10-18 19:16:14,849 - Train: 82.01% [1026000/1251000] [820.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000261] [CE 3.922 (3.878)] [KD 2.009 (2.018)] 2024-10-18 19:16:26,793 - Train: 82.02% [1026050/1251000] [820.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000261] [CE 4.010 (3.876)] [KD 2.039 (2.001)] 2024-10-18 19:16:38,809 - Train: 82.02% [1026100/1251000] [820.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000261] [CE 3.289 (3.859)] [KD 1.773 (1.993)] 2024-10-18 19:16:50,693 - Train: 82.03% [1026150/1251000] [820.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000261] [CE 3.846 (3.904)] [KD 1.930 (2.010)] 2024-10-18 19:17:02,612 - Train: 82.03% [1026200/1251000] [820.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000260] [CE 3.828 (3.869)] [KD 2.051 (2.007)] 2024-10-18 19:17:14,702 - Train: 82.03% [1026250/1251000] [820.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000260] [CE 3.894 (3.892)] [KD 2.097 (2.031)] 2024-10-18 19:17:26,580 - Train: 82.04% [1026300/1251000] [820.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000260] [CE 3.358 (3.832)] [KD 1.835 (1.999)] 2024-10-18 19:17:38,554 - Train: 82.04% [1026350/1251000] [820.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000260] [CE 4.057 (3.806)] [KD 2.183 (1.959)] 2024-10-18 19:17:50,287 - Train: 82.05% [1026400/1251000] [820.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000260] [CE 4.190 (3.882)] [KD 2.083 (2.020)] 2024-10-18 19:18:02,404 - Train: 82.05% [1026450/1251000] [820.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000260] [CE 3.264 (3.903)] [KD 1.633 (2.030)] 2024-10-18 19:18:14,307 - Train: 82.05% [1026500/1251000] [820.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000260] [CE 3.742 (3.868)] [KD 1.814 (2.006)] 2024-10-18 19:18:26,153 - Train: 82.06% [1026550/1251000] [820.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000260] [CE 4.110 (3.820)] [KD 2.180 (1.984)] 2024-10-18 19:18:38,304 - Train: 82.06% [1026600/1251000] [820.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000260] [CE 3.970 (3.954)] [KD 1.962 (2.035)] 2024-10-18 19:18:50,261 - Train: 82.07% [1026650/1251000] [820.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000260] [CE 4.353 (3.891)] [KD 2.111 (1.984)] 2024-10-18 19:19:02,255 - Train: 82.07% [1026700/1251000] [820.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000259] [CE 3.564 (3.893)] [KD 1.999 (2.006)] 2024-10-18 19:19:14,528 - Train: 82.07% [1026750/1251000] [820.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000259] [CE 3.942 (3.875)] [KD 2.069 (2.011)] 2024-10-18 19:19:26,366 - Train: 82.08% [1026800/1251000] [820.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000259] [CE 3.958 (3.895)] [KD 2.055 (2.011)] 2024-10-18 19:19:38,373 - Train: 82.08% [1026850/1251000] [820.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000259] [CE 3.672 (3.860)] [KD 1.912 (2.017)] 2024-10-18 19:19:50,560 - Train: 82.09% [1026900/1251000] [820.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000259] [CE 4.314 (3.927)] [KD 2.269 (2.055)] 2024-10-18 19:20:02,546 - Train: 82.09% [1026950/1251000] [820.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000259] [CE 4.212 (3.862)] [KD 2.117 (1.991)] 2024-10-18 19:20:14,400 - Train: 82.09% [1027000/1251000] [820.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000259] [CE 3.862 (3.919)] [KD 1.925 (2.009)] 2024-10-18 19:20:26,531 - Train: 82.10% [1027050/1251000] [821.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000259] [CE 3.733 (3.862)] [KD 2.025 (2.015)] 2024-10-18 19:20:43,837 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40645] [top5_cnt 47865] [top_all 50000] 2024-10-18 19:20:43,837 - net: 81.290 (95.730) 2024-10-18 19:20:55,741 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41282] [top5_cnt 48083] [top_all 50000] 2024-10-18 19:20:55,742 - net_E: 82.564 (96.166) 2024-10-18 19:20:55,870 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:20:55,870 - ==> Total time: 3 days, 4:07:36 Eta: 16:35:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:21:06,378 - Train: 82.10% [1027100/1251000] [821.0/1000.0] [batch_t 0.236 (0.314)] [data_t 0.009] [optim_t 0.227] [lr 0.000259] [CE 4.477 (3.946)] [KD 2.375 (2.043)] 2024-10-18 19:21:18,265 - Train: 82.11% [1027150/1251000] [821.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000259] [CE 3.837 (3.908)] [KD 1.917 (2.029)] 2024-10-18 19:21:30,328 - Train: 82.11% [1027200/1251000] [821.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000258] [CE 3.597 (3.839)] [KD 1.946 (1.988)] 2024-10-18 19:21:41,989 - Train: 82.11% [1027250/1251000] [821.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000258] [CE 3.799 (3.929)] [KD 1.923 (2.018)] 2024-10-18 19:21:54,146 - Train: 82.12% [1027300/1251000] [821.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000258] [CE 4.105 (3.848)] [KD 2.116 (1.982)] 2024-10-18 19:22:06,143 - Train: 82.12% [1027350/1251000] [821.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000258] [CE 4.261 (3.906)] [KD 2.001 (2.025)] 2024-10-18 19:22:18,309 - Train: 82.13% [1027400/1251000] [821.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000258] [CE 3.878 (3.895)] [KD 1.978 (2.015)] 2024-10-18 19:22:30,370 - Train: 82.13% [1027450/1251000] [821.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000258] [CE 3.450 (3.757)] [KD 1.853 (1.954)] 2024-10-18 19:22:42,606 - Train: 82.13% [1027500/1251000] [821.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000258] [CE 4.020 (3.811)] [KD 2.031 (1.970)] 2024-10-18 19:22:54,440 - Train: 82.14% [1027550/1251000] [821.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000258] [CE 3.936 (3.979)] [KD 1.929 (2.055)] 2024-10-18 19:23:06,824 - Train: 82.14% [1027600/1251000] [821.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000258] [CE 3.748 (3.826)] [KD 2.049 (1.978)] 2024-10-18 19:23:18,841 - Train: 82.15% [1027650/1251000] [821.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000258] [CE 3.547 (3.865)] [KD 1.897 (1.996)] 2024-10-18 19:23:30,670 - Train: 82.15% [1027700/1251000] [821.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000257] [CE 3.882 (3.897)] [KD 1.983 (2.011)] 2024-10-18 19:23:42,766 - Train: 82.15% [1027750/1251000] [821.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 4.077 (3.883)] [KD 2.132 (2.009)] 2024-10-18 19:23:55,185 - Train: 82.16% [1027800/1251000] [821.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 4.370 (3.905)] [KD 2.199 (1.990)] 2024-10-18 19:24:07,002 - Train: 82.16% [1027850/1251000] [821.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 3.678 (3.853)] [KD 1.831 (1.962)] 2024-10-18 19:24:19,191 - Train: 82.17% [1027900/1251000] [821.7/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000257] [CE 3.479 (3.848)] [KD 1.781 (1.968)] 2024-10-18 19:24:31,094 - Train: 82.17% [1027950/1251000] [821.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 3.573 (3.896)] [KD 1.759 (1.994)] 2024-10-18 19:24:43,242 - Train: 82.17% [1028000/1251000] [821.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 3.608 (3.882)] [KD 1.714 (1.995)] 2024-10-18 19:24:55,241 - Train: 82.18% [1028050/1251000] [821.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000257] [CE 3.695 (3.878)] [KD 1.902 (1.992)] 2024-10-18 19:25:07,130 - Train: 82.18% [1028100/1251000] [821.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000257] [CE 3.753 (3.854)] [KD 1.874 (2.001)] 2024-10-18 19:25:19,048 - Train: 82.19% [1028150/1251000] [821.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000257] [CE 3.814 (3.903)] [KD 1.979 (2.037)] 2024-10-18 19:25:31,552 - Train: 82.19% [1028200/1251000] [821.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000256] [CE 4.308 (3.867)] [KD 2.182 (1.975)] 2024-10-18 19:25:43,462 - Train: 82.19% [1028250/1251000] [821.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000256] [CE 3.601 (3.900)] [KD 1.807 (2.040)] 2024-10-18 19:25:55,289 - Train: 82.20% [1028300/1251000] [822.0/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000256] [CE 3.571 (3.831)] [KD 1.875 (1.983)] 2024-10-18 19:26:13,003 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.247)] [top1_cnt 40712] [top5_cnt 47899] [top_all 50000] 2024-10-18 19:26:13,004 - net: 81.424 (95.798) 2024-10-18 19:26:25,126 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41255] [top5_cnt 48074] [top_all 50000] 2024-10-18 19:26:25,127 - net_E: 82.510 (96.148) 2024-10-18 19:26:25,266 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:26:25,266 - ==> Total time: 3 days, 4:13:05 Eta: 16:30:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:26:35,919 - Train: 82.20% [1028350/1251000] [822.0/1000.0] [batch_t 0.233 (0.322)] [data_t 0.009] [optim_t 0.224] [lr 0.000256] [CE 3.758 (3.860)] [KD 1.934 (1.992)] 2024-10-18 19:26:48,286 - Train: 82.21% [1028400/1251000] [822.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000256] [CE 3.834 (3.864)] [KD 1.917 (1.996)] 2024-10-18 19:27:00,285 - Train: 82.21% [1028450/1251000] [822.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000256] [CE 4.052 (3.920)] [KD 1.953 (2.009)] 2024-10-18 19:27:11,966 - Train: 82.21% [1028500/1251000] [822.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000256] [CE 4.140 (3.905)] [KD 1.795 (2.001)] 2024-10-18 19:27:23,912 - Train: 82.22% [1028550/1251000] [822.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000256] [CE 3.580 (3.842)] [KD 1.903 (1.982)] 2024-10-18 19:27:35,833 - Train: 82.22% [1028600/1251000] [822.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000256] [CE 4.496 (3.893)] [KD 2.155 (2.013)] 2024-10-18 19:27:47,857 - Train: 82.23% [1028650/1251000] [822.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000256] [CE 4.137 (3.823)] [KD 2.313 (1.979)] 2024-10-18 19:28:00,002 - Train: 82.23% [1028700/1251000] [822.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 3.951 (3.915)] [KD 2.091 (2.019)] 2024-10-18 19:28:12,380 - Train: 82.23% [1028750/1251000] [822.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000255] [CE 3.854 (3.874)] [KD 1.846 (1.985)] 2024-10-18 19:28:24,271 - Train: 82.24% [1028800/1251000] [822.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000255] [CE 3.996 (3.837)] [KD 2.147 (1.975)] 2024-10-18 19:28:36,160 - Train: 82.24% [1028850/1251000] [822.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 3.273 (3.897)] [KD 1.730 (2.026)] 2024-10-18 19:28:48,331 - Train: 82.25% [1028900/1251000] [822.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 3.753 (3.849)] [KD 1.987 (1.977)] 2024-10-18 19:29:00,492 - Train: 82.25% [1028950/1251000] [822.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 3.923 (3.862)] [KD 1.993 (2.001)] 2024-10-18 19:29:12,406 - Train: 82.25% [1029000/1251000] [822.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 2.896 (3.845)] [KD 1.589 (1.957)] 2024-10-18 19:29:24,735 - Train: 82.26% [1029050/1251000] [822.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000255] [CE 3.414 (3.874)] [KD 1.798 (1.997)] 2024-10-18 19:29:36,544 - Train: 82.26% [1029100/1251000] [822.6/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000255] [CE 3.764 (3.854)] [KD 1.882 (1.973)] 2024-10-18 19:29:48,425 - Train: 82.27% [1029150/1251000] [822.7/1000.0] [batch_t 0.378 (0.237)] [data_t 0.009] [optim_t 0.369] [lr 0.000255] [CE 3.541 (3.819)] [KD 1.769 (1.977)] 2024-10-18 19:30:00,504 - Train: 82.27% [1029200/1251000] [822.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000254] [CE 3.537 (3.876)] [KD 1.679 (1.975)] 2024-10-18 19:30:12,416 - Train: 82.27% [1029250/1251000] [822.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000254] [CE 4.270 (3.890)] [KD 2.218 (1.993)] 2024-10-18 19:30:24,388 - Train: 82.28% [1029300/1251000] [822.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000254] [CE 3.848 (3.858)] [KD 1.898 (1.975)] 2024-10-18 19:30:36,643 - Train: 82.28% [1029350/1251000] [822.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000254] [CE 3.616 (3.859)] [KD 1.828 (1.978)] 2024-10-18 19:30:48,748 - Train: 82.29% [1029400/1251000] [822.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000254] [CE 3.659 (3.812)] [KD 1.938 (1.983)] 2024-10-18 19:31:00,589 - Train: 82.29% [1029450/1251000] [822.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000254] [CE 4.003 (3.943)] [KD 2.079 (2.027)] 2024-10-18 19:31:12,844 - Train: 82.29% [1029500/1251000] [822.9/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000254] [CE 3.434 (3.943)] [KD 1.863 (2.040)] 2024-10-18 19:31:24,809 - Train: 82.30% [1029550/1251000] [823.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000254] [CE 3.799 (3.905)] [KD 1.730 (2.017)] 2024-10-18 19:31:42,507 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40707] [top5_cnt 47852] [top_all 50000] 2024-10-18 19:31:42,508 - net: 81.414 (95.704) 2024-10-18 19:31:55,120 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.244)] [top1_cnt 41273] [top5_cnt 48091] [top_all 50000] 2024-10-18 19:31:55,121 - net_E: 82.546 (96.182) 2024-10-18 19:31:55,274 - Max [top1: 81.436 (epoch: 815)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:31:55,274 - ==> Total time: 3 days, 4:18:35 Eta: 16:24:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:32:05,675 - Train: 82.30% [1029600/1251000] [823.0/1000.0] [batch_t 0.232 (0.336)] [data_t 0.009] [optim_t 0.223] [lr 0.000254] [CE 3.755 (3.820)] [KD 1.944 (1.970)] 2024-10-18 19:32:17,588 - Train: 82.31% [1029650/1251000] [823.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000254] [CE 3.767 (3.829)] [KD 2.036 (1.990)] 2024-10-18 19:32:29,699 - Train: 82.31% [1029700/1251000] [823.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000253] [CE 3.607 (3.951)] [KD 1.928 (2.011)] 2024-10-18 19:32:41,823 - Train: 82.31% [1029750/1251000] [823.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000253] [CE 4.037 (3.807)] [KD 1.981 (1.955)] 2024-10-18 19:32:53,602 - Train: 82.32% [1029800/1251000] [823.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000253] [CE 3.520 (3.867)] [KD 1.684 (2.000)] 2024-10-18 19:33:05,847 - Train: 82.32% [1029850/1251000] [823.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000253] [CE 3.993 (3.885)] [KD 2.028 (2.006)] 2024-10-18 19:33:17,822 - Train: 82.33% [1029900/1251000] [823.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000253] [CE 4.054 (3.819)] [KD 1.992 (1.967)] 2024-10-18 19:33:29,534 - Train: 82.33% [1029950/1251000] [823.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000253] [CE 3.919 (3.905)] [KD 1.970 (2.010)] 2024-10-18 19:33:41,227 - Train: 82.33% [1030000/1251000] [823.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000253] [CE 3.542 (3.894)] [KD 1.767 (1.990)] 2024-10-18 19:33:53,392 - Train: 82.34% [1030050/1251000] [823.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000253] [CE 4.127 (3.909)] [KD 2.148 (1.992)] 2024-10-18 19:34:05,527 - Train: 82.34% [1030100/1251000] [823.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000253] [CE 3.315 (3.821)] [KD 1.653 (1.964)] 2024-10-18 19:34:17,580 - Train: 82.35% [1030150/1251000] [823.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000253] [CE 4.236 (3.882)] [KD 2.272 (2.003)] 2024-10-18 19:34:29,295 - Train: 82.35% [1030200/1251000] [823.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000252] [CE 3.508 (3.884)] [KD 1.859 (1.990)] 2024-10-18 19:34:41,229 - Train: 82.35% [1030250/1251000] [823.5/1000.0] [batch_t 0.378 (0.239)] [data_t 0.009] [optim_t 0.369] [lr 0.000252] [CE 3.629 (3.788)] [KD 1.878 (1.964)] 2024-10-18 19:34:53,115 - Train: 82.36% [1030300/1251000] [823.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000252] [CE 3.669 (3.870)] [KD 1.858 (1.986)] 2024-10-18 19:35:04,853 - Train: 82.36% [1030350/1251000] [823.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000252] [CE 3.447 (3.857)] [KD 1.655 (1.986)] 2024-10-18 19:35:17,083 - Train: 82.37% [1030400/1251000] [823.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000252] [CE 3.884 (3.962)] [KD 2.023 (2.045)] 2024-10-18 19:35:29,093 - Train: 82.37% [1030450/1251000] [823.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000252] [CE 4.013 (3.932)] [KD 2.066 (2.033)] 2024-10-18 19:35:41,080 - Train: 82.37% [1030500/1251000] [823.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000252] [CE 3.914 (3.890)] [KD 2.048 (2.012)] 2024-10-18 19:35:52,899 - Train: 82.38% [1030550/1251000] [823.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000252] [CE 3.647 (3.874)] [KD 2.008 (1.988)] 2024-10-18 19:36:04,628 - Train: 82.38% [1030600/1251000] [823.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000252] [CE 3.600 (3.875)] [KD 1.942 (1.981)] 2024-10-18 19:36:16,334 - Train: 82.39% [1030650/1251000] [823.9/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000252] [CE 3.595 (3.867)] [KD 1.844 (2.016)] 2024-10-18 19:36:28,602 - Train: 82.39% [1030700/1251000] [823.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000252] [CE 3.951 (3.894)] [KD 2.106 (1.999)] 2024-10-18 19:36:40,737 - Train: 82.39% [1030750/1251000] [823.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000251] [CE 4.087 (3.873)] [KD 2.288 (2.004)] 2024-10-18 19:36:52,410 - Train: 82.40% [1030800/1251000] [824.0/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000251] [CE 4.600 (3.869)] [KD 2.281 (1.988)] 2024-10-18 19:37:10,473 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40777] [top5_cnt 47866] [top_all 50000] 2024-10-18 19:37:10,473 - net: 81.554 (95.732) 2024-10-18 19:37:22,755 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41290] [top5_cnt 48096] [top_all 50000] 2024-10-18 19:37:22,755 - net_E: 82.580 (96.192) 2024-10-18 19:37:22,891 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:37:22,892 - ==> Total time: 3 days, 4:24:03 Eta: 16:19:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:37:34,362 - Train: 82.40% [1030850/1251000] [824.0/1000.0] [batch_t 0.237 (0.275)] [data_t 0.009] [optim_t 0.228] [lr 0.000251] [CE 4.019 (3.858)] [KD 2.188 (1.977)] 2024-10-18 19:37:46,392 - Train: 82.41% [1030900/1251000] [824.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000251] [CE 4.001 (3.830)] [KD 2.002 (1.964)] 2024-10-18 19:37:58,778 - Train: 82.41% [1030950/1251000] [824.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000251] [CE 3.642 (3.894)] [KD 1.722 (1.974)] 2024-10-18 19:38:10,668 - Train: 82.41% [1031000/1251000] [824.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000251] [CE 3.849 (3.859)] [KD 2.102 (1.996)] 2024-10-18 19:38:22,343 - Train: 82.42% [1031050/1251000] [824.2/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.000251] [CE 3.547 (3.857)] [KD 1.865 (1.987)] 2024-10-18 19:38:34,184 - Train: 82.42% [1031100/1251000] [824.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000251] [CE 4.104 (3.878)] [KD 2.030 (1.985)] 2024-10-18 19:38:46,283 - Train: 82.43% [1031150/1251000] [824.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000251] [CE 4.213 (3.887)] [KD 2.148 (1.997)] 2024-10-18 19:38:58,287 - Train: 82.43% [1031200/1251000] [824.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000251] [CE 3.263 (3.919)] [KD 1.701 (1.994)] 2024-10-18 19:39:10,315 - Train: 82.43% [1031250/1251000] [824.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000250] [CE 4.033 (3.896)] [KD 2.073 (2.005)] 2024-10-18 19:39:22,084 - Train: 82.44% [1031300/1251000] [824.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000250] [CE 3.918 (3.830)] [KD 1.918 (1.954)] 2024-10-18 19:39:34,243 - Train: 82.44% [1031350/1251000] [824.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000250] [CE 3.626 (3.934)] [KD 1.773 (2.017)] 2024-10-18 19:39:46,227 - Train: 82.45% [1031400/1251000] [824.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000250] [CE 3.937 (3.809)] [KD 1.950 (1.951)] 2024-10-18 19:39:57,880 - Train: 82.45% [1031450/1251000] [824.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000250] [CE 3.787 (3.902)] [KD 1.949 (1.991)] 2024-10-18 19:40:09,590 - Train: 82.45% [1031500/1251000] [824.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000250] [CE 3.987 (3.895)] [KD 1.928 (2.001)] 2024-10-18 19:40:22,229 - Train: 82.46% [1031550/1251000] [824.6/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000250] [CE 4.018 (3.869)] [KD 1.994 (1.996)] 2024-10-18 19:40:34,141 - Train: 82.46% [1031600/1251000] [824.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000250] [CE 3.652 (3.890)] [KD 1.869 (2.003)] 2024-10-18 19:40:45,906 - Train: 82.47% [1031650/1251000] [824.7/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000250] [CE 4.156 (3.870)] [KD 2.330 (1.996)] 2024-10-18 19:40:58,136 - Train: 82.47% [1031700/1251000] [824.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000250] [CE 3.970 (3.844)] [KD 1.999 (1.982)] 2024-10-18 19:41:10,613 - Train: 82.47% [1031750/1251000] [824.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000249] [CE 3.327 (3.872)] [KD 1.647 (2.001)] 2024-10-18 19:41:22,506 - Train: 82.48% [1031800/1251000] [824.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000249] [CE 4.015 (3.911)] [KD 1.951 (2.005)] 2024-10-18 19:41:34,836 - Train: 82.48% [1031850/1251000] [824.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000249] [CE 4.511 (3.947)] [KD 2.326 (2.034)] 2024-10-18 19:41:46,810 - Train: 82.49% [1031900/1251000] [824.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000249] [CE 3.527 (3.778)] [KD 1.846 (1.955)] 2024-10-18 19:41:59,283 - Train: 82.49% [1031950/1251000] [824.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000249] [CE 3.542 (3.893)] [KD 1.810 (2.017)] 2024-10-18 19:42:11,163 - Train: 82.49% [1032000/1251000] [824.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000249] [CE 3.864 (3.848)] [KD 2.050 (1.981)] 2024-10-18 19:42:23,253 - Train: 82.50% [1032050/1251000] [825.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000249] [CE 4.090 (3.843)] [KD 2.145 (1.985)] 2024-10-18 19:42:41,835 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.246)] [top1_cnt 40729] [top5_cnt 47838] [top_all 50000] 2024-10-18 19:42:41,836 - net: 81.458 (95.676) 2024-10-18 19:42:54,091 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41289] [top5_cnt 48091] [top_all 50000] 2024-10-18 19:42:54,092 - net_E: 82.578 (96.182) 2024-10-18 19:42:54,222 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:42:54,222 - ==> Total time: 3 days, 4:29:34 Eta: 16:13:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:43:05,600 - Train: 82.50% [1032100/1251000] [825.0/1000.0] [batch_t 0.235 (0.287)] [data_t 0.009] [optim_t 0.226] [lr 0.000249] [CE 3.376 (3.828)] [KD 1.821 (2.002)] 2024-10-18 19:43:17,692 - Train: 82.51% [1032150/1251000] [825.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000249] [CE 3.925 (3.833)] [KD 2.044 (1.985)] 2024-10-18 19:43:30,123 - Train: 82.51% [1032200/1251000] [825.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000249] [CE 3.754 (3.825)] [KD 1.919 (1.965)] 2024-10-18 19:43:42,272 - Train: 82.51% [1032250/1251000] [825.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000248] [CE 3.759 (3.942)] [KD 1.916 (2.038)] 2024-10-18 19:43:54,136 - Train: 82.52% [1032300/1251000] [825.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000248] [CE 3.895 (3.882)] [KD 2.091 (2.017)] 2024-10-18 19:44:06,152 - Train: 82.52% [1032350/1251000] [825.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000248] [CE 3.978 (3.871)] [KD 2.006 (1.987)] 2024-10-18 19:44:17,897 - Train: 82.53% [1032400/1251000] [825.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000248] [CE 4.059 (3.864)] [KD 2.037 (1.964)] 2024-10-18 19:44:30,058 - Train: 82.53% [1032450/1251000] [825.3/1000.0] [batch_t 0.259 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.000248] [CE 3.363 (3.916)] [KD 1.704 (2.025)] 2024-10-18 19:44:42,480 - Train: 82.53% [1032500/1251000] [825.3/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000248] [CE 4.450 (3.820)] [KD 2.167 (1.974)] 2024-10-18 19:44:54,863 - Train: 82.54% [1032550/1251000] [825.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000248] [CE 3.975 (3.898)] [KD 2.169 (2.009)] 2024-10-18 19:45:06,803 - Train: 82.54% [1032600/1251000] [825.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000248] [CE 3.668 (3.879)] [KD 1.738 (1.998)] 2024-10-18 19:45:18,999 - Train: 82.55% [1032650/1251000] [825.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000248] [CE 4.091 (3.945)] [KD 2.227 (2.022)] 2024-10-18 19:45:31,097 - Train: 82.55% [1032700/1251000] [825.5/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000248] [CE 3.891 (3.899)] [KD 1.971 (1.995)] 2024-10-18 19:45:43,099 - Train: 82.55% [1032750/1251000] [825.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000248] [CE 4.021 (3.911)] [KD 2.225 (2.017)] 2024-10-18 19:45:54,871 - Train: 82.56% [1032800/1251000] [825.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000247] [CE 3.803 (3.871)] [KD 1.915 (1.982)] 2024-10-18 19:46:07,038 - Train: 82.56% [1032850/1251000] [825.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000247] [CE 4.040 (3.904)] [KD 2.181 (2.025)] 2024-10-18 19:46:18,929 - Train: 82.57% [1032900/1251000] [825.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000247] [CE 4.180 (3.915)] [KD 2.153 (2.012)] 2024-10-18 19:46:31,240 - Train: 82.57% [1032950/1251000] [825.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000247] [CE 4.147 (3.831)] [KD 2.086 (1.956)] 2024-10-18 19:46:42,966 - Train: 82.57% [1033000/1251000] [825.7/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000247] [CE 3.571 (3.857)] [KD 1.728 (1.983)] 2024-10-18 19:46:54,764 - Train: 82.58% [1033050/1251000] [825.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000247] [CE 3.744 (3.884)] [KD 1.873 (1.972)] 2024-10-18 19:47:07,054 - Train: 82.58% [1033100/1251000] [825.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000247] [CE 3.573 (3.856)] [KD 1.824 (1.976)] 2024-10-18 19:47:19,385 - Train: 82.59% [1033150/1251000] [825.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000247] [CE 3.659 (3.846)] [KD 1.784 (1.981)] 2024-10-18 19:47:31,375 - Train: 82.59% [1033200/1251000] [825.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000247] [CE 3.774 (3.853)] [KD 1.883 (1.990)] 2024-10-18 19:47:43,549 - Train: 82.59% [1033250/1251000] [825.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000247] [CE 3.817 (3.804)] [KD 2.033 (1.968)] 2024-10-18 19:47:55,251 - Train: 82.60% [1033300/1251000] [826.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000246] [CE 4.011 (3.934)] [KD 1.977 (2.011)] 2024-10-18 19:48:14,026 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40757] [top5_cnt 47840] [top_all 50000] 2024-10-18 19:48:14,027 - net: 81.514 (95.680) 2024-10-18 19:48:26,184 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41282] [top5_cnt 48082] [top_all 50000] 2024-10-18 19:48:26,184 - net_E: 82.564 (96.164) 2024-10-18 19:48:26,304 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:48:26,305 - ==> Total time: 3 days, 4:35:06 Eta: 16:07:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:48:35,959 - Train: 82.60% [1033350/1251000] [826.0/1000.0] [batch_t 0.232 (0.348)] [data_t 0.009] [optim_t 0.224] [lr 0.000246] [CE 3.860 (3.694)] [KD 1.903 (1.894)] 2024-10-18 19:48:47,634 - Train: 82.61% [1033400/1251000] [826.1/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.000246] [CE 3.594 (3.850)] [KD 1.812 (1.973)] 2024-10-18 19:49:00,093 - Train: 82.61% [1033450/1251000] [826.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000246] [CE 3.940 (3.884)] [KD 2.066 (1.983)] 2024-10-18 19:49:11,887 - Train: 82.61% [1033500/1251000] [826.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000246] [CE 4.054 (3.849)] [KD 2.161 (1.968)] 2024-10-18 19:49:23,957 - Train: 82.62% [1033550/1251000] [826.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000246] [CE 3.662 (3.861)] [KD 1.871 (1.968)] 2024-10-18 19:49:35,956 - Train: 82.62% [1033600/1251000] [826.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000246] [CE 3.287 (3.840)] [KD 1.731 (1.971)] 2024-10-18 19:49:48,136 - Train: 82.63% [1033650/1251000] [826.3/1000.0] [batch_t 0.442 (0.243)] [data_t 0.009] [optim_t 0.433] [lr 0.000246] [CE 4.286 (3.854)] [KD 2.190 (1.974)] 2024-10-18 19:49:59,857 - Train: 82.63% [1033700/1251000] [826.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000246] [CE 4.188 (3.984)] [KD 2.202 (2.057)] 2024-10-18 19:50:11,703 - Train: 82.63% [1033750/1251000] [826.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000246] [CE 4.271 (3.813)] [KD 2.273 (1.957)] 2024-10-18 19:50:23,583 - Train: 82.64% [1033800/1251000] [826.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000245] [CE 3.850 (3.871)] [KD 1.990 (1.966)] 2024-10-18 19:50:35,941 - Train: 82.64% [1033850/1251000] [826.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000245] [CE 3.852 (3.906)] [KD 2.051 (1.998)] 2024-10-18 19:50:48,090 - Train: 82.65% [1033900/1251000] [826.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000245] [CE 3.888 (3.886)] [KD 1.796 (1.974)] 2024-10-18 19:50:59,768 - Train: 82.65% [1033950/1251000] [826.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000245] [CE 3.943 (3.804)] [KD 2.024 (1.949)] 2024-10-18 19:51:11,438 - Train: 82.65% [1034000/1251000] [826.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000245] [CE 4.113 (3.886)] [KD 2.027 (1.979)] 2024-10-18 19:51:23,494 - Train: 82.66% [1034050/1251000] [826.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000245] [CE 4.020 (3.875)] [KD 2.175 (1.973)] 2024-10-18 19:51:35,441 - Train: 82.66% [1034100/1251000] [826.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000245] [CE 3.932 (3.838)] [KD 2.042 (1.968)] 2024-10-18 19:51:47,616 - Train: 82.67% [1034150/1251000] [826.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000245] [CE 3.735 (3.855)] [KD 1.884 (1.972)] 2024-10-18 19:51:59,279 - Train: 82.67% [1034200/1251000] [826.7/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000245] [CE 3.875 (3.909)] [KD 1.792 (1.996)] 2024-10-18 19:52:11,310 - Train: 82.67% [1034250/1251000] [826.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000245] [CE 4.012 (3.849)] [KD 1.996 (1.949)] 2024-10-18 19:52:23,221 - Train: 82.68% [1034300/1251000] [826.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000245] [CE 4.016 (3.837)] [KD 2.127 (1.979)] 2024-10-18 19:52:34,986 - Train: 82.68% [1034350/1251000] [826.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000244] [CE 3.616 (3.807)] [KD 1.905 (1.949)] 2024-10-18 19:52:46,855 - Train: 82.69% [1034400/1251000] [826.9/1000.0] [batch_t 0.375 (0.237)] [data_t 0.009] [optim_t 0.366] [lr 0.000244] [CE 3.960 (3.863)] [KD 2.083 (1.964)] 2024-10-18 19:52:59,088 - Train: 82.69% [1034450/1251000] [826.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000244] [CE 4.088 (3.909)] [KD 2.055 (1.987)] 2024-10-18 19:53:11,120 - Train: 82.69% [1034500/1251000] [826.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000244] [CE 3.577 (3.863)] [KD 1.894 (1.988)] 2024-10-18 19:53:22,944 - Train: 82.70% [1034550/1251000] [827.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000244] [CE 3.284 (3.840)] [KD 1.779 (1.947)] 2024-10-18 19:53:41,490 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40748] [top5_cnt 47855] [top_all 50000] 2024-10-18 19:53:41,491 - net: 81.496 (95.710) 2024-10-18 19:53:53,513 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41267] [top5_cnt 48071] [top_all 50000] 2024-10-18 19:53:53,514 - net_E: 82.534 (96.142) 2024-10-18 19:53:53,652 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:53:53,653 - ==> Total time: 3 days, 4:40:34 Eta: 16:02:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:54:02,996 - Train: 82.70% [1034600/1251000] [827.0/1000.0] [batch_t 0.232 (0.353)] [data_t 0.009] [optim_t 0.223] [lr 0.000244] [CE 4.063 (3.822)] [KD 1.985 (1.994)] 2024-10-18 19:54:15,185 - Train: 82.71% [1034650/1251000] [827.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000244] [CE 4.341 (3.835)] [KD 2.227 (1.963)] 2024-10-18 19:54:27,188 - Train: 82.71% [1034700/1251000] [827.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000244] [CE 4.211 (3.923)] [KD 2.222 (1.996)] 2024-10-18 19:54:39,050 - Train: 82.71% [1034750/1251000] [827.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000244] [CE 3.749 (3.816)] [KD 1.887 (1.964)] 2024-10-18 19:54:51,458 - Train: 82.72% [1034800/1251000] [827.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000244] [CE 3.850 (3.853)] [KD 1.901 (1.975)] 2024-10-18 19:55:03,822 - Train: 82.72% [1034850/1251000] [827.2/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000243] [CE 3.916 (3.894)] [KD 1.866 (1.995)] 2024-10-18 19:55:15,985 - Train: 82.73% [1034900/1251000] [827.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000243] [CE 3.987 (3.815)] [KD 1.914 (1.948)] 2024-10-18 19:55:28,293 - Train: 82.73% [1034950/1251000] [827.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000243] [CE 3.993 (3.778)] [KD 2.007 (1.941)] 2024-10-18 19:55:40,607 - Train: 82.73% [1035000/1251000] [827.3/1000.0] [batch_t 0.360 (0.246)] [data_t 0.009] [optim_t 0.351] [lr 0.000243] [CE 3.926 (3.933)] [KD 1.933 (2.013)] 2024-10-18 19:55:52,617 - Train: 82.74% [1035050/1251000] [827.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000243] [CE 3.917 (3.905)] [KD 1.917 (1.983)] 2024-10-18 19:56:04,364 - Train: 82.74% [1035100/1251000] [827.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000243] [CE 3.590 (3.840)] [KD 1.765 (1.973)] 2024-10-18 19:56:16,148 - Train: 82.75% [1035150/1251000] [827.5/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000243] [CE 3.568 (3.859)] [KD 1.854 (1.991)] 2024-10-18 19:56:27,812 - Train: 82.75% [1035200/1251000] [827.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000243] [CE 3.918 (3.806)] [KD 2.081 (1.967)] 2024-10-18 19:56:39,587 - Train: 82.75% [1035250/1251000] [827.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000243] [CE 3.503 (3.827)] [KD 1.749 (1.943)] 2024-10-18 19:56:51,586 - Train: 82.76% [1035300/1251000] [827.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000243] [CE 3.663 (3.816)] [KD 1.812 (1.961)] 2024-10-18 19:57:03,718 - Train: 82.76% [1035350/1251000] [827.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000242] [CE 4.030 (3.921)] [KD 2.128 (2.011)] 2024-10-18 19:57:15,590 - Train: 82.77% [1035400/1251000] [827.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000242] [CE 4.012 (3.907)] [KD 2.039 (1.990)] 2024-10-18 19:57:27,539 - Train: 82.77% [1035450/1251000] [827.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000242] [CE 4.074 (3.858)] [KD 2.061 (1.955)] 2024-10-18 19:57:39,203 - Train: 82.77% [1035500/1251000] [827.7/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000242] [CE 4.011 (3.880)] [KD 2.131 (1.990)] 2024-10-18 19:57:50,846 - Train: 82.78% [1035550/1251000] [827.8/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000242] [CE 3.449 (3.896)] [KD 1.829 (1.999)] 2024-10-18 19:58:02,613 - Train: 82.78% [1035600/1251000] [827.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000242] [CE 3.627 (3.887)] [KD 2.020 (1.987)] 2024-10-18 19:58:14,927 - Train: 82.79% [1035650/1251000] [827.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000242] [CE 3.767 (3.870)] [KD 2.039 (1.983)] 2024-10-18 19:58:26,862 - Train: 82.79% [1035700/1251000] [827.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000242] [CE 3.773 (3.876)] [KD 1.820 (1.974)] 2024-10-18 19:58:38,648 - Train: 82.79% [1035750/1251000] [827.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000242] [CE 3.717 (3.876)] [KD 1.967 (1.987)] 2024-10-18 19:58:50,728 - Train: 82.80% [1035800/1251000] [828.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000242] [CE 3.597 (3.889)] [KD 1.881 (1.998)] 2024-10-18 19:59:09,508 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40776] [top5_cnt 47894] [top_all 50000] 2024-10-18 19:59:09,508 - net: 81.552 (95.788) 2024-10-18 19:59:21,739 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41266] [top5_cnt 48075] [top_all 50000] 2024-10-18 19:59:21,739 - net_E: 82.532 (96.150) 2024-10-18 19:59:21,883 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 19:59:21,883 - ==> Total time: 3 days, 4:46:02 Eta: 15:56:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 19:59:31,199 - Train: 82.80% [1035850/1251000] [828.0/1000.0] [batch_t 0.231 (0.356)] [data_t 0.009] [optim_t 0.222] [lr 0.000242] [CE 3.930 (3.823)] [KD 2.003 (1.936)] 2024-10-18 19:59:43,037 - Train: 82.81% [1035900/1251000] [828.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000241] [CE 3.598 (3.820)] [KD 1.734 (1.946)] 2024-10-18 19:59:55,904 - Train: 82.81% [1035950/1251000] [828.1/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.000241] [CE 4.307 (3.870)] [KD 2.136 (1.963)] 2024-10-18 20:00:07,888 - Train: 82.81% [1036000/1251000] [828.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000241] [CE 3.609 (3.815)] [KD 1.770 (1.964)] 2024-10-18 20:00:19,768 - Train: 82.82% [1036050/1251000] [828.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000241] [CE 3.881 (3.853)] [KD 2.112 (1.951)] 2024-10-18 20:00:31,533 - Train: 82.82% [1036100/1251000] [828.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.000241] [CE 3.722 (3.906)] [KD 1.861 (1.998)] 2024-10-18 20:00:43,893 - Train: 82.83% [1036150/1251000] [828.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000241] [CE 4.219 (3.902)] [KD 1.987 (1.968)] 2024-10-18 20:00:55,872 - Train: 82.83% [1036200/1251000] [828.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000241] [CE 3.967 (3.855)] [KD 2.119 (1.958)] 2024-10-18 20:01:08,133 - Train: 82.83% [1036250/1251000] [828.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000241] [CE 3.592 (3.856)] [KD 1.831 (1.953)] 2024-10-18 20:01:20,328 - Train: 82.84% [1036300/1251000] [828.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000241] [CE 3.278 (3.855)] [KD 1.673 (1.952)] 2024-10-18 20:01:32,634 - Train: 82.84% [1036350/1251000] [828.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000241] [CE 4.504 (3.808)] [KD 2.256 (1.930)] 2024-10-18 20:01:44,437 - Train: 82.85% [1036400/1251000] [828.5/1000.0] [batch_t 0.280 (0.236)] [data_t 0.009] [optim_t 0.272] [lr 0.000240] [CE 3.609 (3.877)] [KD 1.885 (1.972)] 2024-10-18 20:01:56,719 - Train: 82.85% [1036450/1251000] [828.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000240] [CE 3.572 (3.908)] [KD 1.792 (2.002)] 2024-10-18 20:02:08,810 - Train: 82.85% [1036500/1251000] [828.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000240] [CE 3.814 (3.905)] [KD 1.980 (1.996)] 2024-10-18 20:02:21,065 - Train: 82.86% [1036550/1251000] [828.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000240] [CE 3.677 (3.891)] [KD 1.843 (1.997)] 2024-10-18 20:02:33,162 - Train: 82.86% [1036600/1251000] [828.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000240] [CE 3.468 (3.899)] [KD 1.722 (1.998)] 2024-10-18 20:02:45,095 - Train: 82.87% [1036650/1251000] [828.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000240] [CE 4.118 (3.959)] [KD 2.143 (2.022)] 2024-10-18 20:02:56,820 - Train: 82.87% [1036700/1251000] [828.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000240] [CE 3.437 (3.884)] [KD 1.757 (1.981)] 2024-10-18 20:03:09,062 - Train: 82.87% [1036750/1251000] [828.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000240] [CE 4.275 (3.873)] [KD 2.233 (1.973)] 2024-10-18 20:03:20,896 - Train: 82.88% [1036800/1251000] [828.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000240] [CE 4.099 (3.844)] [KD 2.089 (1.971)] 2024-10-18 20:03:32,638 - Train: 82.88% [1036850/1251000] [828.8/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000240] [CE 4.060 (3.920)] [KD 2.017 (2.006)] 2024-10-18 20:03:44,354 - Train: 82.89% [1036900/1251000] [828.9/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000240] [CE 3.836 (3.880)] [KD 1.934 (1.976)] 2024-10-18 20:03:56,850 - Train: 82.89% [1036950/1251000] [828.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000239] [CE 4.192 (3.940)] [KD 2.021 (2.005)] 2024-10-18 20:04:08,626 - Train: 82.89% [1037000/1251000] [828.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000239] [CE 3.848 (3.877)] [KD 1.839 (1.987)] 2024-10-18 20:04:20,316 - Train: 82.90% [1037050/1251000] [829.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000239] [CE 3.380 (3.919)] [KD 1.768 (1.998)] 2024-10-18 20:04:39,173 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40747] [top5_cnt 47848] [top_all 50000] 2024-10-18 20:04:39,173 - net: 81.494 (95.696) 2024-10-18 20:04:51,181 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41276] [top5_cnt 48062] [top_all 50000] 2024-10-18 20:04:51,182 - net_E: 82.552 (96.124) 2024-10-18 20:04:51,319 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 20:04:51,320 - ==> Total time: 3 days, 4:51:31 Eta: 15:51:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:05:00,452 - Train: 82.90% [1037100/1251000] [829.0/1000.0] [batch_t 0.326 (0.373)] [data_t 0.009] [optim_t 0.317] [lr 0.000239] [CE 3.520 (3.872)] [KD 1.824 (1.991)] 2024-10-18 20:05:12,475 - Train: 82.91% [1037150/1251000] [829.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000239] [CE 3.568 (3.870)] [KD 1.940 (1.968)] 2024-10-18 20:05:24,896 - Train: 82.91% [1037200/1251000] [829.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000239] [CE 3.695 (3.970)] [KD 1.850 (2.025)] 2024-10-18 20:05:36,629 - Train: 82.91% [1037250/1251000] [829.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000239] [CE 4.206 (3.877)] [KD 2.136 (1.986)] 2024-10-18 20:05:48,487 - Train: 82.92% [1037300/1251000] [829.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000239] [CE 3.936 (3.904)] [KD 2.071 (1.992)] 2024-10-18 20:06:00,435 - Train: 82.92% [1037350/1251000] [829.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000239] [CE 4.158 (3.805)] [KD 2.193 (1.953)] 2024-10-18 20:06:12,449 - Train: 82.93% [1037400/1251000] [829.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000239] [CE 4.001 (3.881)] [KD 1.906 (1.981)] 2024-10-18 20:06:24,268 - Train: 82.93% [1037450/1251000] [829.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000238] [CE 3.751 (3.859)] [KD 2.050 (1.957)] 2024-10-18 20:06:36,269 - Train: 82.93% [1037500/1251000] [829.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000238] [CE 3.858 (3.859)] [KD 2.032 (1.964)] 2024-10-18 20:06:48,118 - Train: 82.94% [1037550/1251000] [829.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000238] [CE 4.111 (3.907)] [KD 2.203 (1.989)] 2024-10-18 20:07:00,271 - Train: 82.94% [1037600/1251000] [829.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000238] [CE 3.869 (3.859)] [KD 2.064 (1.970)] 2024-10-18 20:07:12,136 - Train: 82.95% [1037650/1251000] [829.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000238] [CE 3.868 (3.829)] [KD 2.026 (1.966)] 2024-10-18 20:07:23,864 - Train: 82.95% [1037700/1251000] [829.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000238] [CE 3.479 (3.808)] [KD 1.724 (1.923)] 2024-10-18 20:07:35,807 - Train: 82.95% [1037750/1251000] [829.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000238] [CE 3.846 (3.906)] [KD 2.042 (1.983)] 2024-10-18 20:07:47,912 - Train: 82.96% [1037800/1251000] [829.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000238] [CE 4.140 (3.876)] [KD 2.061 (1.983)] 2024-10-18 20:08:00,076 - Train: 82.96% [1037850/1251000] [829.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000238] [CE 4.333 (3.889)] [KD 2.185 (1.968)] 2024-10-18 20:08:11,904 - Train: 82.97% [1037900/1251000] [829.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000238] [CE 3.953 (3.840)] [KD 2.052 (1.952)] 2024-10-18 20:08:23,836 - Train: 82.97% [1037950/1251000] [829.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000238] [CE 3.391 (3.874)] [KD 1.775 (1.973)] 2024-10-18 20:08:35,955 - Train: 82.97% [1038000/1251000] [829.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000237] [CE 4.229 (3.858)] [KD 2.176 (1.950)] 2024-10-18 20:08:47,814 - Train: 82.98% [1038050/1251000] [829.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000237] [CE 3.652 (3.899)] [KD 1.852 (1.984)] 2024-10-18 20:08:59,677 - Train: 82.98% [1038100/1251000] [829.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000237] [CE 4.317 (3.833)] [KD 2.333 (1.964)] 2024-10-18 20:09:11,743 - Train: 82.99% [1038150/1251000] [829.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000237] [CE 3.957 (3.807)] [KD 2.126 (1.926)] 2024-10-18 20:09:23,946 - Train: 82.99% [1038200/1251000] [829.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000237] [CE 4.030 (3.906)] [KD 2.102 (1.996)] 2024-10-18 20:09:35,864 - Train: 82.99% [1038250/1251000] [829.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000237] [CE 3.832 (3.817)] [KD 2.061 (1.959)] 2024-10-18 20:09:47,648 - Train: 83.00% [1038300/1251000] [830.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000237] [CE 4.227 (3.879)] [KD 2.257 (1.978)] 2024-10-18 20:10:06,540 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40679] [top5_cnt 47853] [top_all 50000] 2024-10-18 20:10:06,540 - net: 81.358 (95.706) 2024-10-18 20:10:18,611 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41282] [top5_cnt 48073] [top_all 50000] 2024-10-18 20:10:18,611 - net_E: 82.564 (96.146) 2024-10-18 20:10:18,748 - Max [top1: 81.554 (epoch: 824)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 20:10:18,748 - ==> Total time: 3 days, 4:56:59 Eta: 15:45:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:10:27,090 - Train: 83.00% [1038350/1251000] [830.0/1000.0] [batch_t 0.234 (0.344)] [data_t 0.009] [optim_t 0.225] [lr 0.000237] [CE 3.700 (3.876)] [KD 1.806 (1.967)] 2024-10-18 20:10:39,054 - Train: 83.01% [1038400/1251000] [830.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000237] [CE 3.437 (3.818)] [KD 1.755 (1.952)] 2024-10-18 20:10:51,683 - Train: 83.01% [1038450/1251000] [830.1/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.000237] [CE 3.480 (3.816)] [KD 1.759 (1.931)] 2024-10-18 20:11:03,336 - Train: 83.01% [1038500/1251000] [830.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000236] [CE 3.838 (3.912)] [KD 1.983 (1.994)] 2024-10-18 20:11:15,154 - Train: 83.02% [1038550/1251000] [830.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000236] [CE 3.872 (3.840)] [KD 1.937 (1.978)] 2024-10-18 20:11:26,838 - Train: 83.02% [1038600/1251000] [830.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000236] [CE 3.612 (3.884)] [KD 1.831 (1.968)] 2024-10-18 20:11:39,049 - Train: 83.03% [1038650/1251000] [830.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000236] [CE 3.771 (3.891)] [KD 1.984 (1.992)] 2024-10-18 20:11:50,746 - Train: 83.03% [1038700/1251000] [830.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000236] [CE 4.380 (3.869)] [KD 2.099 (1.964)] 2024-10-18 20:12:02,745 - Train: 83.03% [1038750/1251000] [830.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000236] [CE 4.229 (3.816)] [KD 2.062 (1.942)] 2024-10-18 20:12:14,548 - Train: 83.04% [1038800/1251000] [830.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000236] [CE 3.961 (3.775)] [KD 1.913 (1.924)] 2024-10-18 20:12:26,656 - Train: 83.04% [1038850/1251000] [830.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000236] [CE 3.830 (3.856)] [KD 1.860 (1.964)] 2024-10-18 20:12:38,441 - Train: 83.05% [1038900/1251000] [830.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000236] [CE 3.778 (3.871)] [KD 1.885 (1.956)] 2024-10-18 20:12:50,273 - Train: 83.05% [1038950/1251000] [830.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000236] [CE 3.435 (3.917)] [KD 1.968 (1.991)] 2024-10-18 20:13:01,943 - Train: 83.05% [1039000/1251000] [830.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000236] [CE 3.544 (3.825)] [KD 1.774 (1.923)] 2024-10-18 20:13:14,066 - Train: 83.06% [1039050/1251000] [830.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000235] [CE 3.909 (3.848)] [KD 1.815 (1.945)] 2024-10-18 20:13:26,268 - Train: 83.06% [1039100/1251000] [830.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000235] [CE 3.579 (3.758)] [KD 1.819 (1.910)] 2024-10-18 20:13:38,323 - Train: 83.07% [1039150/1251000] [830.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000235] [CE 3.776 (3.882)] [KD 1.945 (1.984)] 2024-10-18 20:13:50,252 - Train: 83.07% [1039200/1251000] [830.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000235] [CE 3.784 (3.858)] [KD 1.846 (1.945)] 2024-10-18 20:14:02,459 - Train: 83.07% [1039250/1251000] [830.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000235] [CE 4.127 (3.947)] [KD 2.085 (2.010)] 2024-10-18 20:14:14,306 - Train: 83.08% [1039300/1251000] [830.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000235] [CE 4.001 (3.873)] [KD 2.087 (1.985)] 2024-10-18 20:14:26,521 - Train: 83.08% [1039350/1251000] [830.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000235] [CE 3.626 (3.894)] [KD 1.879 (1.999)] 2024-10-18 20:14:38,633 - Train: 83.09% [1039400/1251000] [830.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000235] [CE 3.536 (3.831)] [KD 1.815 (1.971)] 2024-10-18 20:14:50,790 - Train: 83.09% [1039450/1251000] [830.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000235] [CE 4.631 (3.895)] [KD 2.402 (1.976)] 2024-10-18 20:15:02,449 - Train: 83.09% [1039500/1251000] [830.9/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000235] [CE 4.236 (3.909)] [KD 2.051 (1.974)] 2024-10-18 20:15:14,445 - Train: 83.10% [1039550/1251000] [831.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000234] [CE 3.572 (3.865)] [KD 1.732 (1.963)] 2024-10-18 20:15:34,123 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40793] [top5_cnt 47914] [top_all 50000] 2024-10-18 20:15:34,123 - net: 81.586 (95.828) 2024-10-18 20:15:46,264 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41264] [top5_cnt 48086] [top_all 50000] 2024-10-18 20:15:46,264 - net_E: 82.528 (96.172) 2024-10-18 20:15:46,398 - Max [top1: 81.586 (epoch: 831)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 20:15:46,398 - ==> Total time: 3 days, 5:02:27 Eta: 15:40:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:15:56,451 - Train: 83.10% [1039600/1251000] [831.0/1000.0] [batch_t 0.235 (0.296)] [data_t 0.009] [optim_t 0.226] [lr 0.000234] [CE 4.081 (3.924)] [KD 2.079 (1.983)] 2024-10-18 20:16:08,706 - Train: 83.11% [1039650/1251000] [831.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000234] [CE 3.891 (3.834)] [KD 1.918 (1.948)] 2024-10-18 20:16:21,055 - Train: 83.11% [1039700/1251000] [831.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000234] [CE 4.457 (3.878)] [KD 2.247 (1.969)] 2024-10-18 20:16:32,788 - Train: 83.11% [1039750/1251000] [831.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000234] [CE 3.919 (3.858)] [KD 1.987 (1.969)] 2024-10-18 20:16:44,600 - Train: 83.12% [1039800/1251000] [831.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000234] [CE 3.939 (3.858)] [KD 2.113 (1.959)] 2024-10-18 20:16:56,445 - Train: 83.12% [1039850/1251000] [831.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000234] [CE 4.187 (3.890)] [KD 2.130 (1.968)] 2024-10-18 20:17:08,669 - Train: 83.13% [1039900/1251000] [831.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000234] [CE 3.229 (3.849)] [KD 1.780 (1.955)] 2024-10-18 20:17:20,379 - Train: 83.13% [1039950/1251000] [831.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000234] [CE 4.628 (3.905)] [KD 2.305 (1.987)] 2024-10-18 20:17:32,548 - Train: 83.13% [1040000/1251000] [831.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000234] [CE 3.928 (3.922)] [KD 1.992 (1.997)] 2024-10-18 20:17:44,414 - Train: 83.14% [1040050/1251000] [831.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000234] [CE 4.083 (3.894)] [KD 2.126 (1.980)] 2024-10-18 20:17:56,780 - Train: 83.14% [1040100/1251000] [831.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000233] [CE 3.555 (3.944)] [KD 1.742 (2.003)] 2024-10-18 20:18:08,606 - Train: 83.15% [1040150/1251000] [831.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000233] [CE 4.121 (3.832)] [KD 2.150 (1.914)] 2024-10-18 20:18:20,432 - Train: 83.15% [1040200/1251000] [831.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000233] [CE 4.147 (3.877)] [KD 2.063 (1.938)] 2024-10-18 20:18:32,208 - Train: 83.15% [1040250/1251000] [831.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000233] [CE 3.212 (3.851)] [KD 1.715 (1.936)] 2024-10-18 20:18:44,555 - Train: 83.16% [1040300/1251000] [831.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000233] [CE 3.801 (3.912)] [KD 1.935 (2.002)] 2024-10-18 20:18:56,475 - Train: 83.16% [1040350/1251000] [831.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000233] [CE 3.566 (3.826)] [KD 1.911 (1.937)] 2024-10-18 20:19:08,644 - Train: 83.17% [1040400/1251000] [831.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000233] [CE 3.718 (3.866)] [KD 1.823 (1.959)] 2024-10-18 20:19:20,390 - Train: 83.17% [1040450/1251000] [831.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000233] [CE 3.646 (3.903)] [KD 1.883 (1.973)] 2024-10-18 20:19:32,716 - Train: 83.17% [1040500/1251000] [831.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000233] [CE 3.994 (3.840)] [KD 2.063 (1.941)] 2024-10-18 20:19:44,459 - Train: 83.18% [1040550/1251000] [831.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000233] [CE 3.897 (3.848)] [KD 1.916 (1.938)] 2024-10-18 20:19:56,674 - Train: 83.18% [1040600/1251000] [831.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000233] [CE 3.703 (3.908)] [KD 1.929 (1.979)] 2024-10-18 20:20:08,893 - Train: 83.19% [1040650/1251000] [831.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000232] [CE 3.468 (3.854)] [KD 1.783 (1.952)] 2024-10-18 20:20:21,456 - Train: 83.19% [1040700/1251000] [831.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000232] [CE 3.242 (3.857)] [KD 1.829 (1.981)] 2024-10-18 20:20:33,365 - Train: 83.19% [1040750/1251000] [831.9/1000.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.000232] [CE 4.115 (3.942)] [KD 2.219 (1.986)] 2024-10-18 20:20:45,395 - Train: 83.20% [1040800/1251000] [832.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000232] [CE 3.707 (3.900)] [KD 2.097 (1.983)] 2024-10-18 20:21:04,881 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 40740] [top5_cnt 47853] [top_all 50000] 2024-10-18 20:21:04,882 - net: 81.480 (95.706) 2024-10-18 20:21:17,016 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41289] [top5_cnt 48099] [top_all 50000] 2024-10-18 20:21:17,017 - net_E: 82.578 (96.198) 2024-10-18 20:21:17,133 - Max [top1: 81.586 (epoch: 831)] [top1-ema: 82.620 (epoch: 819)] 2024-10-18 20:21:17,134 - ==> Total time: 3 days, 5:07:57 Eta: 15:34:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:21:25,431 - Train: 83.20% [1040850/1251000] [832.0/1000.0] [batch_t 0.234 (0.382)] [data_t 0.009] [optim_t 0.225] [lr 0.000232] [CE 3.724 (3.877)] [KD 1.912 (1.969)] 2024-10-18 20:21:37,698 - Train: 83.21% [1040900/1251000] [832.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000232] [CE 4.124 (3.879)] [KD 2.122 (1.979)] 2024-10-18 20:21:49,862 - Train: 83.21% [1040950/1251000] [832.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000232] [CE 3.699 (3.914)] [KD 1.928 (1.981)] 2024-10-18 20:22:01,610 - Train: 83.21% [1041000/1251000] [832.1/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000232] [CE 3.476 (3.796)] [KD 1.758 (1.917)] 2024-10-18 20:22:13,347 - Train: 83.22% [1041050/1251000] [832.2/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.000232] [CE 4.208 (3.861)] [KD 2.006 (1.942)] 2024-10-18 20:22:25,649 - Train: 83.22% [1041100/1251000] [832.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000232] [CE 3.425 (3.842)] [KD 1.733 (1.950)] 2024-10-18 20:22:37,389 - Train: 83.23% [1041150/1251000] [832.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000231] [CE 4.706 (3.893)] [KD 2.294 (1.978)] 2024-10-18 20:22:49,591 - Train: 83.23% [1041200/1251000] [832.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000231] [CE 3.846 (3.905)] [KD 1.841 (1.959)] 2024-10-18 20:23:01,896 - Train: 83.23% [1041250/1251000] [832.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000231] [CE 4.577 (3.834)] [KD 2.390 (1.920)] 2024-10-18 20:23:14,085 - Train: 83.24% [1041300/1251000] [832.4/1000.0] [batch_t 0.386 (0.244)] [data_t 0.009] [optim_t 0.377] [lr 0.000231] [CE 4.084 (3.863)] [KD 2.042 (1.948)] 2024-10-18 20:23:26,224 - Train: 83.24% [1041350/1251000] [832.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000231] [CE 4.270 (3.934)] [KD 2.184 (1.995)] 2024-10-18 20:23:38,492 - Train: 83.25% [1041400/1251000] [832.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000231] [CE 4.170 (3.896)] [KD 2.017 (1.955)] 2024-10-18 20:23:50,876 - Train: 83.25% [1041450/1251000] [832.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000231] [CE 3.438 (3.857)] [KD 1.778 (1.949)] 2024-10-18 20:24:03,386 - Train: 83.25% [1041500/1251000] [832.5/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000231] [CE 3.763 (3.897)] [KD 1.941 (1.956)] 2024-10-18 20:24:15,834 - Train: 83.26% [1041550/1251000] [832.6/1000.0] [batch_t 0.290 (0.249)] [data_t 0.009] [optim_t 0.281] [lr 0.000231] [CE 3.650 (3.863)] [KD 1.724 (1.967)] 2024-10-18 20:24:28,060 - Train: 83.26% [1041600/1251000] [832.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000231] [CE 3.682 (3.846)] [KD 1.771 (1.962)] 2024-10-18 20:24:40,638 - Train: 83.27% [1041650/1251000] [832.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000231] [CE 3.685 (3.778)] [KD 1.864 (1.899)] 2024-10-18 20:24:52,817 - Train: 83.27% [1041700/1251000] [832.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000230] [CE 3.660 (3.881)] [KD 1.747 (1.969)] 2024-10-18 20:25:04,985 - Train: 83.27% [1041750/1251000] [832.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000230] [CE 3.675 (3.897)] [KD 1.819 (1.983)] 2024-10-18 20:25:17,468 - Train: 83.28% [1041800/1251000] [832.8/1000.0] [batch_t 0.254 (0.250)] [data_t 0.009] [optim_t 0.245] [lr 0.000230] [CE 4.037 (3.864)] [KD 1.906 (1.971)] 2024-10-18 20:25:30,104 - Train: 83.28% [1041850/1251000] [832.8/1000.0] [batch_t 0.285 (0.253)] [data_t 0.009] [optim_t 0.276] [lr 0.000230] [CE 3.871 (3.796)] [KD 2.049 (1.922)] 2024-10-18 20:25:42,674 - Train: 83.29% [1041900/1251000] [832.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000230] [CE 3.653 (3.890)] [KD 1.901 (1.990)] 2024-10-18 20:25:54,539 - Train: 83.29% [1041950/1251000] [832.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000230] [CE 3.675 (3.861)] [KD 1.872 (1.952)] 2024-10-18 20:26:06,853 - Train: 83.29% [1042000/1251000] [832.9/1000.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.245] [lr 0.000230] [CE 4.054 (3.913)] [KD 2.158 (1.987)] 2024-10-18 20:26:19,326 - Train: 83.30% [1042050/1251000] [833.0/1000.0] [batch_t 0.261 (0.249)] [data_t 0.009] [optim_t 0.252] [lr 0.000230] [CE 3.761 (3.839)] [KD 1.843 (1.961)] 2024-10-18 20:26:39,819 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40769] [top5_cnt 47859] [top_all 50000] 2024-10-18 20:26:39,820 - net: 81.538 (95.718) 2024-10-18 20:26:51,903 - Test (net_E): 100.00% [50/50] [batch_t 0.117 (0.235)] [top1_cnt 41329] [top5_cnt 48116] [top_all 50000] 2024-10-18 20:26:51,903 - net_E: 82.658 (96.232) 2024-10-18 20:26:52,026 - Max [top1: 81.586 (epoch: 831)] [top1-ema: 82.658 (epoch: 833)] 2024-10-18 20:26:52,026 - ==> Total time: 3 days, 5:13:32 Eta: 15:28:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:27:00,887 - Train: 83.30% [1042100/1251000] [833.0/1000.0] [batch_t 0.233 (0.295)] [data_t 0.009] [optim_t 0.224] [lr 0.000230] [CE 4.060 (3.845)] [KD 1.969 (1.935)] 2024-10-18 20:27:12,960 - Train: 83.31% [1042150/1251000] [833.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000230] [CE 3.853 (3.807)] [KD 2.057 (1.911)] 2024-10-18 20:27:25,489 - Train: 83.31% [1042200/1251000] [833.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000230] [CE 3.729 (3.851)] [KD 1.741 (1.947)] 2024-10-18 20:27:37,284 - Train: 83.31% [1042250/1251000] [833.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000229] [CE 3.399 (3.850)] [KD 1.673 (1.945)] 2024-10-18 20:27:48,940 - Train: 83.32% [1042300/1251000] [833.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000229] [CE 3.508 (3.854)] [KD 1.831 (1.961)] 2024-10-18 20:28:00,969 - Train: 83.32% [1042350/1251000] [833.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000229] [CE 3.862 (3.880)] [KD 1.925 (1.974)] 2024-10-18 20:28:13,006 - Train: 83.33% [1042400/1251000] [833.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000229] [CE 3.677 (3.835)] [KD 1.893 (1.939)] 2024-10-18 20:28:25,280 - Train: 83.33% [1042450/1251000] [833.3/1000.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.000229] [CE 4.152 (3.891)] [KD 2.149 (1.979)] 2024-10-18 20:28:37,468 - Train: 83.33% [1042500/1251000] [833.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000229] [CE 3.938 (3.845)] [KD 2.033 (1.924)] 2024-10-18 20:28:49,305 - Train: 83.34% [1042550/1251000] [833.4/1000.0] [batch_t 0.279 (0.237)] [data_t 0.009] [optim_t 0.270] [lr 0.000229] [CE 4.266 (3.860)] [KD 2.174 (1.951)] 2024-10-18 20:29:01,489 - Train: 83.34% [1042600/1251000] [833.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000229] [CE 3.797 (3.928)] [KD 2.078 (1.985)] 2024-10-18 20:29:13,385 - Train: 83.35% [1042650/1251000] [833.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000229] [CE 3.433 (3.893)] [KD 1.649 (1.961)] 2024-10-18 20:29:25,426 - Train: 83.35% [1042700/1251000] [833.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000229] [CE 4.010 (3.817)] [KD 2.031 (1.950)] 2024-10-18 20:29:37,424 - Train: 83.35% [1042750/1251000] [833.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000228] [CE 4.222 (3.867)] [KD 2.047 (1.947)] 2024-10-18 20:29:50,212 - Train: 83.36% [1042800/1251000] [833.6/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.000228] [CE 3.766 (3.865)] [KD 1.923 (1.954)] 2024-10-18 20:30:02,126 - Train: 83.36% [1042850/1251000] [833.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000228] [CE 4.164 (3.880)] [KD 2.109 (1.949)] 2024-10-18 20:30:14,167 - Train: 83.37% [1042900/1251000] [833.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000228] [CE 3.905 (3.906)] [KD 1.938 (1.988)] 2024-10-18 20:30:26,247 - Train: 83.37% [1042950/1251000] [833.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000228] [CE 3.610 (3.861)] [KD 1.876 (1.997)] 2024-10-18 20:30:38,480 - Train: 83.37% [1043000/1251000] [833.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000228] [CE 4.477 (3.902)] [KD 2.181 (1.970)] 2024-10-18 20:30:50,383 - Train: 83.38% [1043050/1251000] [833.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000228] [CE 3.938 (3.810)] [KD 2.149 (1.932)] 2024-10-18 20:31:02,578 - Train: 83.38% [1043100/1251000] [833.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000228] [CE 3.772 (3.919)] [KD 1.883 (1.976)] 2024-10-18 20:31:14,703 - Train: 83.39% [1043150/1251000] [833.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000228] [CE 3.368 (3.821)] [KD 1.725 (1.942)] 2024-10-18 20:31:27,117 - Train: 83.39% [1043200/1251000] [833.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000228] [CE 4.320 (3.878)] [KD 2.223 (1.962)] 2024-10-18 20:31:39,168 - Train: 83.39% [1043250/1251000] [833.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000228] [CE 4.160 (3.896)] [KD 2.050 (1.987)] 2024-10-18 20:31:51,032 - Train: 83.40% [1043300/1251000] [834.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000227] [CE 4.046 (3.860)] [KD 1.876 (1.960)] 2024-10-18 20:32:11,072 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40795] [top5_cnt 47844] [top_all 50000] 2024-10-18 20:32:11,072 - net: 81.590 (95.688) 2024-10-18 20:32:23,248 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.235)] [top1_cnt 41327] [top5_cnt 48103] [top_all 50000] 2024-10-18 20:32:23,249 - net_E: 82.654 (96.206) 2024-10-18 20:32:23,400 - Max [top1: 81.590 (epoch: 834)] [top1-ema: 82.658 (epoch: 833)] 2024-10-18 20:32:23,401 - ==> Total time: 3 days, 5:19:04 Eta: 15:23:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:32:32,868 - Train: 83.40% [1043350/1251000] [834.0/1000.0] [batch_t 0.231 (0.320)] [data_t 0.009] [optim_t 0.222] [lr 0.000227] [CE 4.124 (3.858)] [KD 2.093 (1.957)] 2024-10-18 20:32:45,212 - Train: 83.41% [1043400/1251000] [834.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000227] [CE 4.121 (3.881)] [KD 2.006 (1.959)] 2024-10-18 20:32:57,216 - Train: 83.41% [1043450/1251000] [834.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000227] [CE 4.147 (3.957)] [KD 2.081 (2.002)] 2024-10-18 20:33:09,139 - Train: 83.41% [1043500/1251000] [834.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000227] [CE 3.901 (3.821)] [KD 1.899 (1.921)] 2024-10-18 20:33:20,887 - Train: 83.42% [1043550/1251000] [834.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000227] [CE 3.683 (3.847)] [KD 1.921 (1.955)] 2024-10-18 20:33:32,747 - Train: 83.42% [1043600/1251000] [834.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000227] [CE 3.877 (3.979)] [KD 2.070 (2.007)] 2024-10-18 20:33:44,504 - Train: 83.43% [1043650/1251000] [834.3/1000.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.243] [lr 0.000227] [CE 4.287 (3.850)] [KD 2.096 (1.940)] 2024-10-18 20:33:56,672 - Train: 83.43% [1043700/1251000] [834.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000227] [CE 4.017 (3.894)] [KD 2.062 (1.967)] 2024-10-18 20:34:08,692 - Train: 83.43% [1043750/1251000] [834.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000227] [CE 3.808 (3.805)] [KD 1.926 (1.927)] 2024-10-18 20:34:20,527 - Train: 83.44% [1043800/1251000] [834.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000227] [CE 4.297 (3.940)] [KD 2.227 (1.988)] 2024-10-18 20:34:32,348 - Train: 83.44% [1043850/1251000] [834.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000226] [CE 4.589 (3.861)] [KD 2.350 (1.953)] 2024-10-18 20:34:44,402 - Train: 83.45% [1043900/1251000] [834.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000226] [CE 3.857 (3.850)] [KD 1.978 (1.957)] 2024-10-18 20:34:56,320 - Train: 83.45% [1043950/1251000] [834.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000226] [CE 3.312 (3.825)] [KD 1.652 (1.931)] 2024-10-18 20:35:08,678 - Train: 83.45% [1044000/1251000] [834.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000226] [CE 4.279 (3.880)] [KD 2.236 (1.958)] 2024-10-18 20:35:20,693 - Train: 83.46% [1044050/1251000] [834.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000226] [CE 4.053 (3.909)] [KD 2.067 (1.985)] 2024-10-18 20:35:32,590 - Train: 83.46% [1044100/1251000] [834.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000226] [CE 4.410 (3.909)] [KD 2.007 (1.974)] 2024-10-18 20:35:44,429 - Train: 83.47% [1044150/1251000] [834.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000226] [CE 3.787 (3.810)] [KD 1.766 (1.912)] 2024-10-18 20:35:56,422 - Train: 83.47% [1044200/1251000] [834.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000226] [CE 3.503 (3.839)] [KD 1.703 (1.932)] 2024-10-18 20:36:08,260 - Train: 83.47% [1044250/1251000] [834.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000226] [CE 4.023 (3.855)] [KD 2.005 (1.928)] 2024-10-18 20:36:20,324 - Train: 83.48% [1044300/1251000] [834.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000226] [CE 4.145 (3.903)] [KD 1.981 (1.971)] 2024-10-18 20:36:32,148 - Train: 83.48% [1044350/1251000] [834.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000226] [CE 3.457 (3.918)] [KD 1.717 (1.977)] 2024-10-18 20:36:44,284 - Train: 83.49% [1044400/1251000] [834.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000225] [CE 3.895 (3.864)] [KD 1.967 (1.957)] 2024-10-18 20:36:56,121 - Train: 83.49% [1044450/1251000] [834.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000225] [CE 3.883 (3.867)] [KD 2.001 (1.978)] 2024-10-18 20:37:08,085 - Train: 83.49% [1044500/1251000] [834.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000225] [CE 4.118 (3.904)] [KD 2.018 (1.977)] 2024-10-18 20:37:19,893 - Train: 83.50% [1044550/1251000] [835.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000225] [CE 4.492 (3.889)] [KD 2.220 (1.975)] 2024-10-18 20:37:40,087 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40809] [top5_cnt 47863] [top_all 50000] 2024-10-18 20:37:40,088 - net: 81.618 (95.726) 2024-10-18 20:37:52,197 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41335] [top5_cnt 48105] [top_all 50000] 2024-10-18 20:37:52,197 - net_E: 82.670 (96.210) 2024-10-18 20:37:52,340 - Max [top1: 81.618 (epoch: 835)] [top1-ema: 82.670 (epoch: 835)] 2024-10-18 20:37:52,340 - ==> Total time: 3 days, 5:24:32 Eta: 15:17:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:38:02,526 - Train: 83.50% [1044600/1251000] [835.0/1000.0] [batch_t 0.233 (0.306)] [data_t 0.009] [optim_t 0.225] [lr 0.000225] [CE 3.857 (3.875)] [KD 2.018 (1.978)] 2024-10-18 20:38:14,322 - Train: 83.51% [1044650/1251000] [835.1/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000225] [CE 3.917 (3.829)] [KD 1.922 (1.922)] 2024-10-18 20:38:26,374 - Train: 83.51% [1044700/1251000] [835.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000225] [CE 3.774 (3.844)] [KD 1.891 (1.933)] 2024-10-18 20:38:38,259 - Train: 83.51% [1044750/1251000] [835.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000225] [CE 3.947 (3.870)] [KD 2.040 (1.956)] 2024-10-18 20:38:50,213 - Train: 83.52% [1044800/1251000] [835.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000225] [CE 3.754 (3.847)] [KD 1.940 (1.954)] 2024-10-18 20:39:01,893 - Train: 83.52% [1044850/1251000] [835.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000225] [CE 3.953 (3.855)] [KD 1.926 (1.939)] 2024-10-18 20:39:13,827 - Train: 83.53% [1044900/1251000] [835.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000225] [CE 4.082 (3.859)] [KD 2.038 (1.936)] 2024-10-18 20:39:25,871 - Train: 83.53% [1044950/1251000] [835.3/1000.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.000224] [CE 3.947 (3.822)] [KD 2.049 (1.932)] 2024-10-18 20:39:37,898 - Train: 83.53% [1045000/1251000] [835.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 4.017 (3.882)] [KD 1.987 (1.953)] 2024-10-18 20:39:49,701 - Train: 83.54% [1045050/1251000] [835.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 3.538 (3.885)] [KD 1.774 (1.967)] 2024-10-18 20:40:01,796 - Train: 83.54% [1045100/1251000] [835.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000224] [CE 3.851 (3.849)] [KD 1.950 (1.927)] 2024-10-18 20:40:13,591 - Train: 83.55% [1045150/1251000] [835.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 3.700 (3.820)] [KD 1.859 (1.931)] 2024-10-18 20:40:25,512 - Train: 83.55% [1045200/1251000] [835.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 4.039 (3.889)] [KD 2.087 (1.958)] 2024-10-18 20:40:37,238 - Train: 83.55% [1045250/1251000] [835.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000224] [CE 3.945 (3.893)] [KD 1.817 (1.963)] 2024-10-18 20:40:49,330 - Train: 83.56% [1045300/1251000] [835.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000224] [CE 3.286 (3.956)] [KD 1.729 (2.005)] 2024-10-18 20:41:01,021 - Train: 83.56% [1045350/1251000] [835.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000224] [CE 3.835 (3.898)] [KD 1.965 (1.986)] 2024-10-18 20:41:13,029 - Train: 83.57% [1045400/1251000] [835.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000224] [CE 3.694 (3.915)] [KD 1.953 (1.985)] 2024-10-18 20:41:25,020 - Train: 83.57% [1045450/1251000] [835.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000223] [CE 3.881 (3.829)] [KD 1.976 (1.959)] 2024-10-18 20:41:37,189 - Train: 83.57% [1045500/1251000] [835.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000223] [CE 3.803 (3.877)] [KD 1.851 (1.955)] 2024-10-18 20:41:48,921 - Train: 83.58% [1045550/1251000] [835.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000223] [CE 3.469 (3.924)] [KD 1.729 (1.979)] 2024-10-18 20:42:00,868 - Train: 83.58% [1045600/1251000] [835.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000223] [CE 3.779 (3.867)] [KD 2.041 (1.966)] 2024-10-18 20:42:12,546 - Train: 83.59% [1045650/1251000] [835.9/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000223] [CE 3.677 (3.836)] [KD 1.741 (1.937)] 2024-10-18 20:42:24,677 - Train: 83.59% [1045700/1251000] [835.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000223] [CE 3.972 (3.831)] [KD 1.941 (1.944)] 2024-10-18 20:42:36,551 - Train: 83.59% [1045750/1251000] [835.9/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000223] [CE 3.765 (3.930)] [KD 1.904 (1.997)] 2024-10-18 20:42:48,713 - Train: 83.60% [1045800/1251000] [836.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000223] [CE 4.176 (3.843)] [KD 2.039 (1.942)] 2024-10-18 20:43:09,167 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40801] [top5_cnt 47861] [top_all 50000] 2024-10-18 20:43:09,168 - net: 81.602 (95.722) 2024-10-18 20:43:21,102 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41324] [top5_cnt 48106] [top_all 50000] 2024-10-18 20:43:21,103 - net_E: 82.648 (96.212) 2024-10-18 20:43:21,256 - Max [top1: 81.618 (epoch: 835)] [top1-ema: 82.670 (epoch: 835)] 2024-10-18 20:43:21,256 - ==> Total time: 3 days, 5:30:01 Eta: 15:12:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:43:28,491 - Train: 83.60% [1045850/1251000] [836.0/1000.0] [batch_t 0.234 (0.400)] [data_t 0.009] [optim_t 0.225] [lr 0.000223] [CE 4.123 (3.932)] [KD 1.953 (1.969)] 2024-10-18 20:43:40,662 - Train: 83.61% [1045900/1251000] [836.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000223] [CE 4.367 (3.789)] [KD 2.110 (1.910)] 2024-10-18 20:43:52,513 - Train: 83.61% [1045950/1251000] [836.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000223] [CE 4.165 (3.880)] [KD 2.252 (1.955)] 2024-10-18 20:44:04,768 - Train: 83.61% [1046000/1251000] [836.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000222] [CE 3.788 (3.966)] [KD 1.991 (1.981)] 2024-10-18 20:44:16,735 - Train: 83.62% [1046050/1251000] [836.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000222] [CE 3.984 (3.910)] [KD 2.033 (1.975)] 2024-10-18 20:44:28,601 - Train: 83.62% [1046100/1251000] [836.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000222] [CE 3.851 (3.845)] [KD 2.091 (1.915)] 2024-10-18 20:44:40,364 - Train: 83.63% [1046150/1251000] [836.3/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000222] [CE 3.465 (3.905)] [KD 1.829 (1.977)] 2024-10-18 20:44:52,613 - Train: 83.63% [1046200/1251000] [836.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000222] [CE 3.817 (3.861)] [KD 1.926 (1.933)] 2024-10-18 20:45:04,370 - Train: 83.63% [1046250/1251000] [836.3/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000222] [CE 4.132 (3.852)] [KD 1.998 (1.944)] 2024-10-18 20:45:16,229 - Train: 83.64% [1046300/1251000] [836.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000222] [CE 4.115 (3.889)] [KD 1.909 (1.957)] 2024-10-18 20:45:28,249 - Train: 83.64% [1046350/1251000] [836.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000222] [CE 4.136 (3.801)] [KD 2.220 (1.899)] 2024-10-18 20:45:40,407 - Train: 83.65% [1046400/1251000] [836.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000222] [CE 4.296 (3.752)] [KD 2.200 (1.891)] 2024-10-18 20:45:52,168 - Train: 83.65% [1046450/1251000] [836.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000222] [CE 3.830 (3.916)] [KD 1.903 (1.971)] 2024-10-18 20:46:04,094 - Train: 83.65% [1046500/1251000] [836.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000222] [CE 3.297 (3.880)] [KD 1.602 (1.963)] 2024-10-18 20:46:16,090 - Train: 83.66% [1046550/1251000] [836.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000221] [CE 4.013 (3.940)] [KD 2.050 (1.987)] 2024-10-18 20:46:28,275 - Train: 83.66% [1046600/1251000] [836.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000221] [CE 3.652 (3.784)] [KD 1.814 (1.907)] 2024-10-18 20:46:40,193 - Train: 83.67% [1046650/1251000] [836.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000221] [CE 3.898 (3.936)] [KD 1.890 (1.974)] 2024-10-18 20:46:52,227 - Train: 83.67% [1046700/1251000] [836.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000221] [CE 4.077 (3.861)] [KD 2.193 (1.960)] 2024-10-18 20:47:04,103 - Train: 83.67% [1046750/1251000] [836.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000221] [CE 3.759 (3.813)] [KD 1.818 (1.934)] 2024-10-18 20:47:16,298 - Train: 83.68% [1046800/1251000] [836.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000221] [CE 3.211 (3.812)] [KD 1.552 (1.926)] 2024-10-18 20:47:28,010 - Train: 83.68% [1046850/1251000] [836.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000221] [CE 4.208 (3.796)] [KD 1.976 (1.915)] 2024-10-18 20:47:40,032 - Train: 83.69% [1046900/1251000] [836.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000221] [CE 4.154 (3.880)] [KD 2.138 (1.961)] 2024-10-18 20:47:52,076 - Train: 83.69% [1046950/1251000] [836.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000221] [CE 3.315 (3.841)] [KD 1.679 (1.929)] 2024-10-18 20:48:04,216 - Train: 83.69% [1047000/1251000] [836.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000221] [CE 3.533 (3.842)] [KD 1.843 (1.962)] 2024-10-18 20:48:15,951 - Train: 83.70% [1047050/1251000] [837.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000221] [CE 3.756 (3.918)] [KD 1.980 (1.971)] 2024-10-18 20:48:36,806 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.238)] [top1_cnt 40789] [top5_cnt 47863] [top_all 50000] 2024-10-18 20:48:36,807 - net: 81.578 (95.726) 2024-10-18 20:48:48,920 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41312] [top5_cnt 48096] [top_all 50000] 2024-10-18 20:48:48,920 - net_E: 82.624 (96.192) 2024-10-18 20:48:49,077 - Max [top1: 81.618 (epoch: 835)] [top1-ema: 82.670 (epoch: 835)] 2024-10-18 20:48:49,077 - ==> Total time: 3 days, 5:35:29 Eta: 15:06:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:48:55,820 - Train: 83.70% [1047100/1251000] [837.0/1000.0] [batch_t 0.236 (0.403)] [data_t 0.009] [optim_t 0.227] [lr 0.000220] [CE 4.094 (3.914)] [KD 1.927 (2.006)] 2024-10-18 20:49:08,005 - Train: 83.71% [1047150/1251000] [837.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000220] [CE 3.784 (3.856)] [KD 1.768 (1.920)] 2024-10-18 20:49:20,187 - Train: 83.71% [1047200/1251000] [837.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000220] [CE 3.942 (3.877)] [KD 1.993 (1.968)] 2024-10-18 20:49:32,098 - Train: 83.71% [1047250/1251000] [837.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000220] [CE 3.998 (3.869)] [KD 1.980 (1.948)] 2024-10-18 20:49:44,174 - Train: 83.72% [1047300/1251000] [837.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000220] [CE 3.778 (3.862)] [KD 1.924 (1.921)] 2024-10-18 20:49:56,213 - Train: 83.72% [1047350/1251000] [837.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000220] [CE 3.826 (3.847)] [KD 1.864 (1.914)] 2024-10-18 20:50:08,077 - Train: 83.73% [1047400/1251000] [837.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000220] [CE 3.934 (3.868)] [KD 2.009 (1.931)] 2024-10-18 20:50:19,889 - Train: 83.73% [1047450/1251000] [837.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000220] [CE 4.131 (3.888)] [KD 2.124 (1.977)] 2024-10-18 20:50:31,963 - Train: 83.73% [1047500/1251000] [837.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000220] [CE 3.421 (3.843)] [KD 1.646 (1.917)] 2024-10-18 20:50:44,159 - Train: 83.74% [1047550/1251000] [837.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000220] [CE 4.096 (3.829)] [KD 2.117 (1.925)] 2024-10-18 20:50:55,927 - Train: 83.74% [1047600/1251000] [837.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000220] [CE 3.646 (3.880)] [KD 1.835 (1.950)] 2024-10-18 20:51:07,789 - Train: 83.75% [1047650/1251000] [837.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000219] [CE 4.044 (3.849)] [KD 2.002 (1.920)] 2024-10-18 20:51:19,778 - Train: 83.75% [1047700/1251000] [837.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000219] [CE 3.683 (3.845)] [KD 1.756 (1.934)] 2024-10-18 20:51:31,695 - Train: 83.75% [1047750/1251000] [837.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000219] [CE 3.621 (3.833)] [KD 1.793 (1.925)] 2024-10-18 20:51:43,504 - Train: 83.76% [1047800/1251000] [837.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000219] [CE 4.351 (3.838)] [KD 2.214 (1.948)] 2024-10-18 20:51:55,304 - Train: 83.76% [1047850/1251000] [837.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000219] [CE 3.990 (3.857)] [KD 1.979 (1.948)] 2024-10-18 20:52:07,289 - Train: 83.76% [1047900/1251000] [837.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000219] [CE 3.734 (3.837)] [KD 1.823 (1.915)] 2024-10-18 20:52:19,320 - Train: 83.77% [1047950/1251000] [837.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000219] [CE 3.665 (3.838)] [KD 1.848 (1.960)] 2024-10-18 20:52:31,107 - Train: 83.77% [1048000/1251000] [837.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000219] [CE 4.283 (3.807)] [KD 2.266 (1.913)] 2024-10-18 20:52:42,761 - Train: 83.78% [1048050/1251000] [837.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000219] [CE 3.886 (3.897)] [KD 1.871 (1.957)] 2024-10-18 20:52:54,711 - Train: 83.78% [1048100/1251000] [837.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000219] [CE 4.085 (3.818)] [KD 2.065 (1.928)] 2024-10-18 20:53:06,632 - Train: 83.78% [1048150/1251000] [837.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000219] [CE 4.198 (3.852)] [KD 2.165 (1.937)] 2024-10-18 20:53:18,645 - Train: 83.79% [1048200/1251000] [837.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000218] [CE 4.121 (3.919)] [KD 1.986 (1.985)] 2024-10-18 20:53:30,502 - Train: 83.79% [1048250/1251000] [837.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000218] [CE 3.891 (3.877)] [KD 1.944 (1.958)] 2024-10-18 20:53:42,475 - Train: 83.80% [1048300/1251000] [838.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000218] [CE 3.482 (3.843)] [KD 1.716 (1.933)] 2024-10-18 20:54:03,340 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40804] [top5_cnt 47866] [top_all 50000] 2024-10-18 20:54:03,340 - net: 81.608 (95.732) 2024-10-18 20:54:15,532 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41329] [top5_cnt 48099] [top_all 50000] 2024-10-18 20:54:15,532 - net_E: 82.658 (96.198) 2024-10-18 20:54:15,684 - Max [top1: 81.618 (epoch: 835)] [top1-ema: 82.670 (epoch: 835)] 2024-10-18 20:54:15,684 - ==> Total time: 3 days, 5:40:56 Eta: 15:01:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:54:22,167 - Train: 83.80% [1048350/1251000] [838.0/1000.0] [batch_t 0.232 (0.428)] [data_t 0.009] [optim_t 0.223] [lr 0.000218] [CE 4.128 (3.879)] [KD 2.105 (1.940)] 2024-10-18 20:54:34,201 - Train: 83.80% [1048400/1251000] [838.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000218] [CE 3.916 (3.850)] [KD 2.107 (1.938)] 2024-10-18 20:54:46,427 - Train: 83.81% [1048450/1251000] [838.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000218] [CE 4.150 (3.909)] [KD 2.268 (1.988)] 2024-10-18 20:54:58,557 - Train: 83.81% [1048500/1251000] [838.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000218] [CE 3.568 (3.854)] [KD 1.819 (1.948)] 2024-10-18 20:55:10,271 - Train: 83.82% [1048550/1251000] [838.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000218] [CE 4.366 (3.930)] [KD 2.097 (1.980)] 2024-10-18 20:55:22,183 - Train: 83.82% [1048600/1251000] [838.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000218] [CE 3.593 (3.837)] [KD 1.825 (1.927)] 2024-10-18 20:55:34,406 - Train: 83.82% [1048650/1251000] [838.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000218] [CE 3.802 (3.820)] [KD 1.971 (1.917)] 2024-10-18 20:55:46,482 - Train: 83.83% [1048700/1251000] [838.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000218] [CE 3.770 (3.927)] [KD 1.801 (1.982)] 2024-10-18 20:55:58,247 - Train: 83.83% [1048750/1251000] [838.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000217] [CE 3.771 (3.832)] [KD 1.830 (1.919)] 2024-10-18 20:56:10,163 - Train: 83.84% [1048800/1251000] [838.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000217] [CE 3.991 (3.887)] [KD 1.930 (1.946)] 2024-10-18 20:56:22,219 - Train: 83.84% [1048850/1251000] [838.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000217] [CE 3.709 (3.879)] [KD 1.833 (1.930)] 2024-10-18 20:56:34,067 - Train: 83.84% [1048900/1251000] [838.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000217] [CE 3.808 (3.860)] [KD 1.925 (1.958)] 2024-10-18 20:56:46,072 - Train: 83.85% [1048950/1251000] [838.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000217] [CE 4.004 (3.901)] [KD 2.066 (1.972)] 2024-10-18 20:56:57,806 - Train: 83.85% [1049000/1251000] [838.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000217] [CE 4.135 (3.818)] [KD 2.017 (1.930)] 2024-10-18 20:57:10,056 - Train: 83.86% [1049050/1251000] [838.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000217] [CE 3.429 (3.838)] [KD 1.766 (1.943)] 2024-10-18 20:57:22,103 - Train: 83.86% [1049100/1251000] [838.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000217] [CE 4.111 (3.856)] [KD 2.061 (1.935)] 2024-10-18 20:57:34,229 - Train: 83.86% [1049150/1251000] [838.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000217] [CE 3.331 (3.858)] [KD 1.666 (1.917)] 2024-10-18 20:57:46,170 - Train: 83.87% [1049200/1251000] [838.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000217] [CE 3.731 (3.858)] [KD 1.906 (1.940)] 2024-10-18 20:57:58,445 - Train: 83.87% [1049250/1251000] [838.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000217] [CE 4.526 (3.867)] [KD 2.199 (1.935)] 2024-10-18 20:58:10,295 - Train: 83.88% [1049300/1251000] [838.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000216] [CE 4.346 (3.819)] [KD 2.178 (1.935)] 2024-10-18 20:58:22,162 - Train: 83.88% [1049350/1251000] [838.8/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000216] [CE 3.997 (3.865)] [KD 1.989 (1.936)] 2024-10-18 20:58:34,025 - Train: 83.88% [1049400/1251000] [838.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000216] [CE 4.276 (3.894)] [KD 2.017 (1.939)] 2024-10-18 20:58:46,423 - Train: 83.89% [1049450/1251000] [838.9/1000.0] [batch_t 0.361 (0.248)] [data_t 0.009] [optim_t 0.352] [lr 0.000216] [CE 3.770 (3.847)] [KD 2.058 (1.929)] 2024-10-18 20:58:58,411 - Train: 83.89% [1049500/1251000] [838.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000216] [CE 3.681 (3.811)] [KD 1.712 (1.913)] 2024-10-18 20:59:10,411 - Train: 83.90% [1049550/1251000] [839.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000216] [CE 4.055 (3.915)] [KD 1.972 (1.961)] 2024-10-18 20:59:31,581 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40820] [top5_cnt 47825] [top_all 50000] 2024-10-18 20:59:31,582 - net: 81.640 (95.650) 2024-10-18 20:59:43,662 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41332] [top5_cnt 48094] [top_all 50000] 2024-10-18 20:59:43,662 - net_E: 82.664 (96.188) 2024-10-18 20:59:43,819 - Max [top1: 81.640 (epoch: 839)] [top1-ema: 82.670 (epoch: 835)] 2024-10-18 20:59:43,820 - ==> Total time: 3 days, 5:46:24 Eta: 14:55:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 20:59:51,911 - Train: 83.90% [1049600/1251000] [839.0/1000.0] [batch_t 0.233 (0.346)] [data_t 0.009] [optim_t 0.224] [lr 0.000216] [CE 3.829 (3.916)] [KD 1.891 (1.999)] 2024-10-18 21:00:03,594 - Train: 83.90% [1049650/1251000] [839.0/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000216] [CE 2.912 (3.885)] [KD 1.530 (1.956)] 2024-10-18 21:00:15,944 - Train: 83.91% [1049700/1251000] [839.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000216] [CE 3.560 (3.760)] [KD 1.703 (1.904)] 2024-10-18 21:00:27,967 - Train: 83.91% [1049750/1251000] [839.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000216] [CE 3.633 (3.897)] [KD 1.946 (1.952)] 2024-10-18 21:00:39,864 - Train: 83.92% [1049800/1251000] [839.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000216] [CE 3.234 (3.888)] [KD 1.620 (1.953)] 2024-10-18 21:00:51,851 - Train: 83.92% [1049850/1251000] [839.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000215] [CE 4.175 (3.861)] [KD 2.186 (1.954)] 2024-10-18 21:01:03,698 - Train: 83.92% [1049900/1251000] [839.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000215] [CE 4.029 (3.970)] [KD 1.968 (1.973)] 2024-10-18 21:01:15,609 - Train: 83.93% [1049950/1251000] [839.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000215] [CE 4.150 (3.899)] [KD 2.189 (1.960)] 2024-10-18 21:01:27,675 - Train: 83.93% [1050000/1251000] [839.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000215] [CE 4.025 (3.832)] [KD 2.093 (1.934)] 2024-10-18 21:01:39,708 - Train: 83.94% [1050050/1251000] [839.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000215] [CE 4.003 (3.904)] [KD 2.047 (1.957)] 2024-10-18 21:01:51,762 - Train: 83.94% [1050100/1251000] [839.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000215] [CE 4.238 (3.903)] [KD 2.159 (1.942)] 2024-10-18 21:02:03,662 - Train: 83.94% [1050150/1251000] [839.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000215] [CE 3.902 (3.925)] [KD 1.983 (1.972)] 2024-10-18 21:02:15,473 - Train: 83.95% [1050200/1251000] [839.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000215] [CE 3.587 (3.871)] [KD 1.889 (1.943)] 2024-10-18 21:02:27,141 - Train: 83.95% [1050250/1251000] [839.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000215] [CE 4.103 (3.916)] [KD 2.101 (1.961)] 2024-10-18 21:02:39,001 - Train: 83.96% [1050300/1251000] [839.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000215] [CE 3.696 (3.829)] [KD 1.843 (1.896)] 2024-10-18 21:02:51,157 - Train: 83.96% [1050350/1251000] [839.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000215] [CE 3.969 (3.905)] [KD 1.890 (1.942)] 2024-10-18 21:03:03,150 - Train: 83.96% [1050400/1251000] [839.6/1000.0] [batch_t 0.385 (0.240)] [data_t 0.009] [optim_t 0.376] [lr 0.000214] [CE 3.832 (3.860)] [KD 2.033 (1.942)] 2024-10-18 21:03:14,910 - Train: 83.97% [1050450/1251000] [839.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000214] [CE 3.886 (3.824)] [KD 2.055 (1.927)] 2024-10-18 21:03:26,722 - Train: 83.97% [1050500/1251000] [839.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000214] [CE 3.909 (3.906)] [KD 1.891 (1.953)] 2024-10-18 21:03:38,617 - Train: 83.98% [1050550/1251000] [839.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000214] [CE 4.421 (3.899)] [KD 2.110 (1.983)] 2024-10-18 21:03:50,423 - Train: 83.98% [1050600/1251000] [839.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000214] [CE 3.615 (3.893)] [KD 1.894 (1.979)] 2024-10-18 21:04:02,561 - Train: 83.98% [1050650/1251000] [839.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000214] [CE 4.111 (3.870)] [KD 2.017 (1.925)] 2024-10-18 21:04:14,640 - Train: 83.99% [1050700/1251000] [839.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000214] [CE 4.226 (3.859)] [KD 2.176 (1.939)] 2024-10-18 21:04:26,522 - Train: 83.99% [1050750/1251000] [839.9/1000.0] [batch_t 0.301 (0.238)] [data_t 0.009] [optim_t 0.292] [lr 0.000214] [CE 4.286 (3.849)] [KD 2.163 (1.924)] 2024-10-18 21:04:38,171 - Train: 84.00% [1050800/1251000] [840.0/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000214] [CE 4.053 (3.917)] [KD 1.923 (1.932)] 2024-10-18 21:04:59,684 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40860] [top5_cnt 47874] [top_all 50000] 2024-10-18 21:04:59,685 - net: 81.720 (95.748) 2024-10-18 21:05:11,926 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41351] [top5_cnt 48105] [top_all 50000] 2024-10-18 21:05:11,926 - net_E: 82.702 (96.210) 2024-10-18 21:05:12,080 - Max [top1: 81.720 (epoch: 840)] [top1-ema: 82.702 (epoch: 840)] 2024-10-18 21:05:12,080 - ==> Total time: 3 days, 5:51:52 Eta: 14:49:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:05:21,806 - Train: 84.00% [1050850/1251000] [840.0/1000.0] [batch_t 0.234 (0.341)] [data_t 0.009] [optim_t 0.225] [lr 0.000214] [CE 3.892 (3.922)] [KD 1.923 (1.980)] 2024-10-18 21:05:33,664 - Train: 84.00% [1050900/1251000] [840.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000214] [CE 3.953 (3.866)] [KD 1.914 (1.924)] 2024-10-18 21:05:46,185 - Train: 84.01% [1050950/1251000] [840.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000213] [CE 4.337 (3.822)] [KD 2.148 (1.908)] 2024-10-18 21:05:58,129 - Train: 84.01% [1051000/1251000] [840.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000213] [CE 3.912 (3.944)] [KD 1.905 (1.984)] 2024-10-18 21:06:10,131 - Train: 84.02% [1051050/1251000] [840.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000213] [CE 3.984 (3.884)] [KD 2.062 (1.945)] 2024-10-18 21:06:21,998 - Train: 84.02% [1051100/1251000] [840.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000213] [CE 4.034 (3.875)] [KD 2.140 (1.957)] 2024-10-18 21:06:34,043 - Train: 84.02% [1051150/1251000] [840.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000213] [CE 3.479 (3.842)] [KD 1.880 (1.925)] 2024-10-18 21:06:45,852 - Train: 84.03% [1051200/1251000] [840.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000213] [CE 4.030 (3.886)] [KD 2.220 (1.946)] 2024-10-18 21:06:57,818 - Train: 84.03% [1051250/1251000] [840.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000213] [CE 3.999 (3.852)] [KD 2.048 (1.927)] 2024-10-18 21:07:09,951 - Train: 84.04% [1051300/1251000] [840.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000213] [CE 3.738 (3.883)] [KD 1.935 (1.956)] 2024-10-18 21:07:22,117 - Train: 84.04% [1051350/1251000] [840.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000213] [CE 3.788 (3.831)] [KD 1.888 (1.912)] 2024-10-18 21:07:34,263 - Train: 84.04% [1051400/1251000] [840.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000213] [CE 3.750 (3.817)] [KD 1.723 (1.899)] 2024-10-18 21:07:46,020 - Train: 84.05% [1051450/1251000] [840.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000213] [CE 3.824 (3.832)] [KD 1.965 (1.907)] 2024-10-18 21:07:57,771 - Train: 84.05% [1051500/1251000] [840.5/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000213] [CE 3.962 (3.898)] [KD 2.077 (1.976)] 2024-10-18 21:08:09,918 - Train: 84.06% [1051550/1251000] [840.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000212] [CE 4.174 (3.804)] [KD 2.016 (1.897)] 2024-10-18 21:08:21,897 - Train: 84.06% [1051600/1251000] [840.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000212] [CE 3.841 (3.810)] [KD 1.949 (1.917)] 2024-10-18 21:08:33,962 - Train: 84.06% [1051650/1251000] [840.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000212] [CE 4.066 (3.887)] [KD 2.042 (1.937)] 2024-10-18 21:08:46,046 - Train: 84.07% [1051700/1251000] [840.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000212] [CE 4.117 (3.866)] [KD 2.250 (1.919)] 2024-10-18 21:08:58,118 - Train: 84.07% [1051750/1251000] [840.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000212] [CE 3.799 (3.835)] [KD 1.966 (1.916)] 2024-10-18 21:09:09,905 - Train: 84.08% [1051800/1251000] [840.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000212] [CE 3.958 (3.929)] [KD 1.922 (1.944)] 2024-10-18 21:09:21,793 - Train: 84.08% [1051850/1251000] [840.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000212] [CE 3.866 (3.879)] [KD 1.933 (1.921)] 2024-10-18 21:09:33,726 - Train: 84.08% [1051900/1251000] [840.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000212] [CE 4.346 (3.807)] [KD 2.231 (1.897)] 2024-10-18 21:09:45,938 - Train: 84.09% [1051950/1251000] [840.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000212] [CE 4.100 (3.861)] [KD 1.956 (1.906)] 2024-10-18 21:09:57,989 - Train: 84.09% [1052000/1251000] [840.9/1000.0] [batch_t 0.313 (0.241)] [data_t 0.009] [optim_t 0.304] [lr 0.000212] [CE 4.058 (3.921)] [KD 1.963 (1.973)] 2024-10-18 21:10:09,931 - Train: 84.10% [1052050/1251000] [841.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000212] [CE 3.758 (3.865)] [KD 1.997 (1.936)] 2024-10-18 21:10:31,931 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40951] [top5_cnt 47908] [top_all 50000] 2024-10-18 21:10:31,932 - net: 81.902 (95.816) 2024-10-18 21:10:44,059 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41359] [top5_cnt 48110] [top_all 50000] 2024-10-18 21:10:44,059 - net_E: 82.718 (96.220) 2024-10-18 21:10:44,232 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.718 (epoch: 841)] 2024-10-18 21:10:44,232 - ==> Total time: 3 days, 5:57:24 Eta: 14:44:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:10:53,183 - Train: 84.10% [1052100/1251000] [841.0/1000.0] [batch_t 0.231 (0.352)] [data_t 0.009] [optim_t 0.223] [lr 0.000211] [CE 4.102 (3.965)] [KD 1.980 (1.960)] 2024-10-18 21:11:05,327 - Train: 84.10% [1052150/1251000] [841.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000211] [CE 4.035 (3.810)] [KD 1.939 (1.913)] 2024-10-18 21:11:17,445 - Train: 84.11% [1052200/1251000] [841.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000211] [CE 3.990 (3.806)] [KD 1.905 (1.903)] 2024-10-18 21:11:29,799 - Train: 84.11% [1052250/1251000] [841.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000211] [CE 3.894 (3.896)] [KD 1.956 (1.937)] 2024-10-18 21:11:41,535 - Train: 84.12% [1052300/1251000] [841.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000211] [CE 3.899 (3.851)] [KD 2.042 (1.929)] 2024-10-18 21:11:53,653 - Train: 84.12% [1052350/1251000] [841.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000211] [CE 3.793 (3.806)] [KD 1.805 (1.898)] 2024-10-18 21:12:05,544 - Train: 84.12% [1052400/1251000] [841.2/1000.0] [batch_t 0.258 (0.238)] [data_t 0.009] [optim_t 0.249] [lr 0.000211] [CE 3.631 (3.903)] [KD 1.833 (1.960)] 2024-10-18 21:12:17,633 - Train: 84.13% [1052450/1251000] [841.3/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000211] [CE 4.255 (3.907)] [KD 2.157 (1.954)] 2024-10-18 21:12:29,761 - Train: 84.13% [1052500/1251000] [841.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000211] [CE 4.250 (3.851)] [KD 2.072 (1.915)] 2024-10-18 21:12:41,885 - Train: 84.14% [1052550/1251000] [841.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000211] [CE 3.330 (3.955)] [KD 1.589 (1.962)] 2024-10-18 21:12:53,897 - Train: 84.14% [1052600/1251000] [841.4/1000.0] [batch_t 0.378 (0.240)] [data_t 0.009] [optim_t 0.369] [lr 0.000211] [CE 3.793 (3.800)] [KD 1.809 (1.902)] 2024-10-18 21:13:05,708 - Train: 84.14% [1052650/1251000] [841.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000210] [CE 3.968 (3.861)] [KD 1.809 (1.937)] 2024-10-18 21:13:17,692 - Train: 84.15% [1052700/1251000] [841.5/1000.0] [batch_t 0.288 (0.240)] [data_t 0.009] [optim_t 0.279] [lr 0.000210] [CE 4.366 (3.862)] [KD 2.133 (1.942)] 2024-10-18 21:13:30,035 - Train: 84.15% [1052750/1251000] [841.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000210] [CE 3.971 (3.899)] [KD 1.879 (1.951)] 2024-10-18 21:13:41,955 - Train: 84.16% [1052800/1251000] [841.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000210] [CE 3.859 (3.805)] [KD 1.685 (1.912)] 2024-10-18 21:13:54,071 - Train: 84.16% [1052850/1251000] [841.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000210] [CE 4.471 (3.850)] [KD 2.234 (1.914)] 2024-10-18 21:14:06,207 - Train: 84.16% [1052900/1251000] [841.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000210] [CE 4.178 (3.855)] [KD 2.187 (1.936)] 2024-10-18 21:14:18,005 - Train: 84.17% [1052950/1251000] [841.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000210] [CE 3.607 (3.859)] [KD 1.839 (1.918)] 2024-10-18 21:14:30,116 - Train: 84.17% [1053000/1251000] [841.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000210] [CE 3.778 (3.862)] [KD 2.034 (1.943)] 2024-10-18 21:14:42,468 - Train: 84.18% [1053050/1251000] [841.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000210] [CE 4.115 (3.880)] [KD 1.925 (1.942)] 2024-10-18 21:14:54,560 - Train: 84.18% [1053100/1251000] [841.8/1000.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.000210] [CE 4.231 (3.854)] [KD 2.090 (1.913)] 2024-10-18 21:15:06,780 - Train: 84.18% [1053150/1251000] [841.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000210] [CE 4.009 (3.831)] [KD 1.981 (1.898)] 2024-10-18 21:15:19,287 - Train: 84.19% [1053200/1251000] [841.9/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000209] [CE 3.904 (3.846)] [KD 1.910 (1.934)] 2024-10-18 21:15:31,234 - Train: 84.19% [1053250/1251000] [841.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000209] [CE 4.151 (3.896)] [KD 2.058 (1.954)] 2024-10-18 21:15:43,185 - Train: 84.20% [1053300/1251000] [842.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000209] [CE 3.655 (3.867)] [KD 1.820 (1.939)] 2024-10-18 21:16:06,040 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 40826] [top5_cnt 47906] [top_all 50000] 2024-10-18 21:16:06,040 - net: 81.652 (95.812) 2024-10-18 21:16:18,034 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41356] [top5_cnt 48120] [top_all 50000] 2024-10-18 21:16:18,035 - net_E: 82.712 (96.240) 2024-10-18 21:16:18,189 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.718 (epoch: 841)] 2024-10-18 21:16:18,190 - ==> Total time: 3 days, 6:02:58 Eta: 14:38:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:16:24,215 - Train: 84.20% [1053350/1251000] [842.0/1000.0] [batch_t 0.234 (0.570)] [data_t 0.009] [optim_t 0.225] [lr 0.000209] [CE 4.085 (3.906)] [KD 2.064 (1.924)] 2024-10-18 21:16:35,893 - Train: 84.20% [1053400/1251000] [842.0/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000209] [CE 3.922 (3.851)] [KD 2.055 (1.917)] 2024-10-18 21:16:48,309 - Train: 84.21% [1053450/1251000] [842.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000209] [CE 4.185 (3.884)] [KD 2.023 (1.939)] 2024-10-18 21:17:00,604 - Train: 84.21% [1053500/1251000] [842.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000209] [CE 3.516 (3.905)] [KD 1.831 (1.944)] 2024-10-18 21:17:12,283 - Train: 84.22% [1053550/1251000] [842.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000209] [CE 3.484 (3.883)] [KD 1.788 (1.924)] 2024-10-18 21:17:24,029 - Train: 84.22% [1053600/1251000] [842.2/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000209] [CE 4.171 (3.863)] [KD 2.052 (1.912)] 2024-10-18 21:17:35,780 - Train: 84.22% [1053650/1251000] [842.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000209] [CE 4.245 (3.930)] [KD 2.066 (1.966)] 2024-10-18 21:17:47,860 - Train: 84.23% [1053700/1251000] [842.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000209] [CE 3.855 (3.871)] [KD 1.843 (1.938)] 2024-10-18 21:17:59,842 - Train: 84.23% [1053750/1251000] [842.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000208] [CE 4.091 (3.870)] [KD 1.958 (1.916)] 2024-10-18 21:18:11,689 - Train: 84.24% [1053800/1251000] [842.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000208] [CE 3.490 (3.889)] [KD 1.874 (1.937)] 2024-10-18 21:18:23,551 - Train: 84.24% [1053850/1251000] [842.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000208] [CE 3.789 (3.882)] [KD 1.964 (1.935)] 2024-10-18 21:18:35,747 - Train: 84.24% [1053900/1251000] [842.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000208] [CE 3.198 (3.860)] [KD 1.679 (1.930)] 2024-10-18 21:18:47,456 - Train: 84.25% [1053950/1251000] [842.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000208] [CE 3.949 (3.819)] [KD 2.071 (1.912)] 2024-10-18 21:18:59,143 - Train: 84.25% [1054000/1251000] [842.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000208] [CE 3.336 (3.846)] [KD 1.667 (1.916)] 2024-10-18 21:19:11,223 - Train: 84.26% [1054050/1251000] [842.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000208] [CE 4.087 (3.865)] [KD 1.889 (1.927)] 2024-10-18 21:19:23,605 - Train: 84.26% [1054100/1251000] [842.6/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000208] [CE 4.084 (3.859)] [KD 2.179 (1.915)] 2024-10-18 21:19:35,544 - Train: 84.26% [1054150/1251000] [842.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000208] [CE 3.830 (3.811)] [KD 1.803 (1.895)] 2024-10-18 21:19:47,340 - Train: 84.27% [1054200/1251000] [842.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000208] [CE 3.753 (3.808)] [KD 1.967 (1.906)] 2024-10-18 21:19:59,254 - Train: 84.27% [1054250/1251000] [842.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000208] [CE 4.248 (3.865)] [KD 2.104 (1.922)] 2024-10-18 21:20:11,394 - Train: 84.28% [1054300/1251000] [842.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000208] [CE 3.707 (3.921)] [KD 1.777 (1.921)] 2024-10-18 21:20:23,330 - Train: 84.28% [1054350/1251000] [842.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000207] [CE 4.279 (3.831)] [KD 1.987 (1.918)] 2024-10-18 21:20:35,298 - Train: 84.28% [1054400/1251000] [842.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000207] [CE 4.027 (3.834)] [KD 1.957 (1.900)] 2024-10-18 21:20:47,355 - Train: 84.29% [1054450/1251000] [842.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000207] [CE 3.940 (3.849)] [KD 1.958 (1.914)] 2024-10-18 21:20:59,653 - Train: 84.29% [1054500/1251000] [842.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000207] [CE 3.838 (3.868)] [KD 1.930 (1.951)] 2024-10-18 21:21:11,627 - Train: 84.30% [1054550/1251000] [843.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000207] [CE 3.340 (3.889)] [KD 1.585 (1.936)] 2024-10-18 21:21:33,932 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40864] [top5_cnt 47892] [top_all 50000] 2024-10-18 21:21:33,933 - net: 81.728 (95.784) 2024-10-18 21:21:46,252 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41367] [top5_cnt 48110] [top_all 50000] 2024-10-18 21:21:46,252 - net_E: 82.734 (96.220) 2024-10-18 21:21:46,416 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:21:46,416 - ==> Total time: 3 days, 6:08:27 Eta: 14:33:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:21:53,602 - Train: 84.30% [1054600/1251000] [843.0/1000.0] [batch_t 0.233 (0.384)] [data_t 0.009] [optim_t 0.224] [lr 0.000207] [CE 4.171 (3.861)] [KD 2.140 (1.967)] 2024-10-18 21:22:05,634 - Train: 84.30% [1054650/1251000] [843.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000207] [CE 3.666 (3.873)] [KD 1.857 (1.928)] 2024-10-18 21:22:18,293 - Train: 84.31% [1054700/1251000] [843.1/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.000207] [CE 4.103 (3.863)] [KD 2.031 (1.927)] 2024-10-18 21:22:30,014 - Train: 84.31% [1054750/1251000] [843.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000207] [CE 4.457 (3.887)] [KD 2.356 (1.954)] 2024-10-18 21:22:41,694 - Train: 84.32% [1054800/1251000] [843.2/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.000207] [CE 3.979 (3.853)] [KD 2.054 (1.918)] 2024-10-18 21:22:53,588 - Train: 84.32% [1054850/1251000] [843.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000207] [CE 4.019 (3.861)] [KD 1.973 (1.946)] 2024-10-18 21:23:05,600 - Train: 84.32% [1054900/1251000] [843.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000206] [CE 4.000 (3.910)] [KD 1.889 (1.941)] 2024-10-18 21:23:17,315 - Train: 84.33% [1054950/1251000] [843.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000206] [CE 3.493 (3.834)] [KD 1.751 (1.934)] 2024-10-18 21:23:29,433 - Train: 84.33% [1055000/1251000] [843.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000206] [CE 4.120 (3.894)] [KD 2.049 (1.949)] 2024-10-18 21:23:41,531 - Train: 84.34% [1055050/1251000] [843.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000206] [CE 3.791 (3.890)] [KD 1.865 (1.932)] 2024-10-18 21:23:53,536 - Train: 84.34% [1055100/1251000] [843.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000206] [CE 3.658 (3.833)] [KD 1.868 (1.908)] 2024-10-18 21:24:05,316 - Train: 84.34% [1055150/1251000] [843.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000206] [CE 4.127 (3.794)] [KD 2.027 (1.908)] 2024-10-18 21:24:17,019 - Train: 84.35% [1055200/1251000] [843.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000206] [CE 3.579 (3.852)] [KD 1.924 (1.909)] 2024-10-18 21:24:28,853 - Train: 84.35% [1055250/1251000] [843.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000206] [CE 4.216 (3.840)] [KD 2.005 (1.916)] 2024-10-18 21:24:41,025 - Train: 84.36% [1055300/1251000] [843.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000206] [CE 3.763 (3.815)] [KD 1.822 (1.903)] 2024-10-18 21:24:53,002 - Train: 84.36% [1055350/1251000] [843.6/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000206] [CE 3.539 (3.928)] [KD 1.699 (1.943)] 2024-10-18 21:25:04,822 - Train: 84.36% [1055400/1251000] [843.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000206] [CE 3.936 (3.829)] [KD 1.961 (1.905)] 2024-10-18 21:25:16,718 - Train: 84.37% [1055450/1251000] [843.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000205] [CE 3.565 (3.774)] [KD 1.728 (1.874)] 2024-10-18 21:25:28,665 - Train: 84.37% [1055500/1251000] [843.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000205] [CE 3.985 (3.870)] [KD 1.881 (1.923)] 2024-10-18 21:25:40,321 - Train: 84.38% [1055550/1251000] [843.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000205] [CE 4.026 (3.871)] [KD 1.962 (1.935)] 2024-10-18 21:25:52,219 - Train: 84.38% [1055600/1251000] [843.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000205] [CE 4.065 (3.909)] [KD 2.036 (1.956)] 2024-10-18 21:26:04,236 - Train: 84.38% [1055650/1251000] [843.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000205] [CE 4.058 (3.888)] [KD 2.138 (1.946)] 2024-10-18 21:26:16,517 - Train: 84.39% [1055700/1251000] [843.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000205] [CE 4.118 (3.915)] [KD 2.085 (1.965)] 2024-10-18 21:26:28,270 - Train: 84.39% [1055750/1251000] [843.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000205] [CE 4.093 (3.893)] [KD 2.055 (1.938)] 2024-10-18 21:26:39,956 - Train: 84.40% [1055800/1251000] [844.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000205] [CE 4.023 (3.800)] [KD 2.087 (1.900)] 2024-10-18 21:27:02,053 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.230)] [top1_cnt 40818] [top5_cnt 47928] [top_all 50000] 2024-10-18 21:27:02,054 - net: 81.636 (95.856) 2024-10-18 21:27:13,928 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.230)] [top1_cnt 41359] [top5_cnt 48122] [top_all 50000] 2024-10-18 21:27:13,928 - net_E: 82.718 (96.244) 2024-10-18 21:27:14,075 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:27:14,075 - ==> Total time: 3 days, 6:13:54 Eta: 14:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:27:19,480 - Train: 84.40% [1055850/1251000] [844.0/1000.0] [batch_t 0.232 (0.657)] [data_t 0.009] [optim_t 0.223] [lr 0.000205] [CE 4.062 (4.007)] [KD 1.874 (1.985)] 2024-10-18 21:27:31,503 - Train: 84.40% [1055900/1251000] [844.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000205] [CE 3.892 (3.889)] [KD 1.932 (1.937)] 2024-10-18 21:27:43,650 - Train: 84.41% [1055950/1251000] [844.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000205] [CE 3.899 (3.854)] [KD 1.839 (1.921)] 2024-10-18 21:27:55,751 - Train: 84.41% [1056000/1251000] [844.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000205] [CE 4.029 (3.871)] [KD 1.982 (1.934)] 2024-10-18 21:28:07,688 - Train: 84.42% [1056050/1251000] [844.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000204] [CE 3.667 (3.883)] [KD 1.922 (1.922)] 2024-10-18 21:28:19,386 - Train: 84.42% [1056100/1251000] [844.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000204] [CE 4.119 (3.909)] [KD 2.014 (1.946)] 2024-10-18 21:28:31,251 - Train: 84.42% [1056150/1251000] [844.2/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000204] [CE 3.834 (3.880)] [KD 1.888 (1.926)] 2024-10-18 21:28:43,050 - Train: 84.43% [1056200/1251000] [844.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000204] [CE 3.694 (3.872)] [KD 1.888 (1.929)] 2024-10-18 21:28:55,134 - Train: 84.43% [1056250/1251000] [844.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000204] [CE 3.855 (3.833)] [KD 1.966 (1.904)] 2024-10-18 21:29:07,266 - Train: 84.44% [1056300/1251000] [844.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000204] [CE 4.479 (3.865)] [KD 2.125 (1.933)] 2024-10-18 21:29:19,191 - Train: 84.44% [1056350/1251000] [844.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000204] [CE 3.461 (3.851)] [KD 1.570 (1.907)] 2024-10-18 21:29:30,926 - Train: 84.44% [1056400/1251000] [844.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000204] [CE 3.969 (3.868)] [KD 1.938 (1.924)] 2024-10-18 21:29:42,774 - Train: 84.45% [1056450/1251000] [844.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000204] [CE 3.548 (3.869)] [KD 1.827 (1.929)] 2024-10-18 21:29:54,550 - Train: 84.45% [1056500/1251000] [844.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000204] [CE 4.456 (3.795)] [KD 2.140 (1.897)] 2024-10-18 21:30:06,679 - Train: 84.46% [1056550/1251000] [844.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000204] [CE 4.010 (3.857)] [KD 2.007 (1.927)] 2024-10-18 21:30:18,594 - Train: 84.46% [1056600/1251000] [844.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000203] [CE 3.826 (3.824)] [KD 1.795 (1.913)] 2024-10-18 21:30:30,634 - Train: 84.46% [1056650/1251000] [844.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000203] [CE 3.690 (3.866)] [KD 1.959 (1.933)] 2024-10-18 21:30:42,253 - Train: 84.47% [1056700/1251000] [844.7/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.000203] [CE 4.171 (3.939)] [KD 2.058 (1.954)] 2024-10-18 21:30:54,090 - Train: 84.47% [1056750/1251000] [844.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000203] [CE 3.841 (3.777)] [KD 1.843 (1.878)] 2024-10-18 21:31:05,822 - Train: 84.48% [1056800/1251000] [844.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000203] [CE 3.926 (3.845)] [KD 1.956 (1.913)] 2024-10-18 21:31:17,861 - Train: 84.48% [1056850/1251000] [844.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000203] [CE 3.884 (3.834)] [KD 1.878 (1.910)] 2024-10-18 21:31:30,042 - Train: 84.48% [1056900/1251000] [844.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000203] [CE 3.974 (3.882)] [KD 2.024 (1.925)] 2024-10-18 21:31:42,077 - Train: 84.49% [1056950/1251000] [844.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000203] [CE 4.162 (3.913)] [KD 1.952 (1.959)] 2024-10-18 21:31:53,755 - Train: 84.49% [1057000/1251000] [844.9/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.000203] [CE 3.424 (3.875)] [KD 1.705 (1.941)] 2024-10-18 21:32:05,629 - Train: 84.50% [1057050/1251000] [845.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000203] [CE 3.641 (3.815)] [KD 1.830 (1.901)] 2024-10-18 21:32:28,336 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40803] [top5_cnt 47863] [top_all 50000] 2024-10-18 21:32:28,336 - net: 81.606 (95.726) 2024-10-18 21:32:40,645 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41337] [top5_cnt 48116] [top_all 50000] 2024-10-18 21:32:40,645 - net_E: 82.674 (96.232) 2024-10-18 21:32:40,785 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:32:40,785 - ==> Total time: 3 days, 6:19:21 Eta: 14:22:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:32:46,035 - Train: 84.50% [1057100/1251000] [845.0/1000.0] [batch_t 0.232 (0.748)] [data_t 0.009] [optim_t 0.223] [lr 0.000203] [CE 3.812 (3.932)] [KD 1.771 (1.956)] 2024-10-18 21:32:58,099 - Train: 84.50% [1057150/1251000] [845.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000203] [CE 3.700 (3.845)] [KD 1.787 (1.885)] 2024-10-18 21:33:10,294 - Train: 84.51% [1057200/1251000] [845.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000202] [CE 4.165 (3.871)] [KD 2.135 (1.902)] 2024-10-18 21:33:22,127 - Train: 84.51% [1057250/1251000] [845.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000202] [CE 3.251 (3.842)] [KD 1.469 (1.897)] 2024-10-18 21:33:34,078 - Train: 84.52% [1057300/1251000] [845.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000202] [CE 3.783 (3.810)] [KD 1.818 (1.897)] 2024-10-18 21:33:45,972 - Train: 84.52% [1057350/1251000] [845.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000202] [CE 4.069 (3.869)] [KD 2.051 (1.914)] 2024-10-18 21:33:58,337 - Train: 84.52% [1057400/1251000] [845.2/1000.0] [batch_t 0.380 (0.247)] [data_t 0.009] [optim_t 0.371] [lr 0.000202] [CE 3.680 (3.897)] [KD 1.824 (1.932)] 2024-10-18 21:34:10,410 - Train: 84.53% [1057450/1251000] [845.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000202] [CE 3.514 (3.826)] [KD 1.642 (1.893)] 2024-10-18 21:34:22,388 - Train: 84.53% [1057500/1251000] [845.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000202] [CE 3.865 (3.870)] [KD 1.946 (1.909)] 2024-10-18 21:34:34,245 - Train: 84.54% [1057550/1251000] [845.4/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000202] [CE 3.793 (3.809)] [KD 1.947 (1.891)] 2024-10-18 21:34:46,415 - Train: 84.54% [1057600/1251000] [845.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000202] [CE 3.470 (3.809)] [KD 1.728 (1.879)] 2024-10-18 21:34:58,379 - Train: 84.54% [1057650/1251000] [845.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000202] [CE 4.353 (3.853)] [KD 2.062 (1.918)] 2024-10-18 21:35:10,427 - Train: 84.55% [1057700/1251000] [845.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000202] [CE 3.878 (3.849)] [KD 1.934 (1.911)] 2024-10-18 21:35:22,361 - Train: 84.55% [1057750/1251000] [845.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000201] [CE 3.463 (3.876)] [KD 1.664 (1.933)] 2024-10-18 21:35:34,656 - Train: 84.56% [1057800/1251000] [845.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000201] [CE 4.328 (3.884)] [KD 2.165 (1.906)] 2024-10-18 21:35:46,659 - Train: 84.56% [1057850/1251000] [845.6/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.000201] [CE 3.655 (3.842)] [KD 1.766 (1.908)] 2024-10-18 21:35:58,418 - Train: 84.56% [1057900/1251000] [845.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000201] [CE 4.307 (3.824)] [KD 2.162 (1.917)] 2024-10-18 21:36:10,382 - Train: 84.57% [1057950/1251000] [845.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000201] [CE 3.383 (3.749)] [KD 1.802 (1.852)] 2024-10-18 21:36:22,474 - Train: 84.57% [1058000/1251000] [845.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000201] [CE 4.107 (3.798)] [KD 1.862 (1.896)] 2024-10-18 21:36:34,536 - Train: 84.58% [1058050/1251000] [845.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000201] [CE 3.169 (3.838)] [KD 1.435 (1.901)] 2024-10-18 21:36:46,561 - Train: 84.58% [1058100/1251000] [845.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000201] [CE 3.407 (3.851)] [KD 1.638 (1.906)] 2024-10-18 21:36:58,530 - Train: 84.58% [1058150/1251000] [845.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000201] [CE 4.195 (3.829)] [KD 1.954 (1.897)] 2024-10-18 21:37:10,524 - Train: 84.59% [1058200/1251000] [845.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000201] [CE 3.571 (3.829)] [KD 1.794 (1.906)] 2024-10-18 21:37:22,655 - Train: 84.59% [1058250/1251000] [845.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000201] [CE 4.070 (3.942)] [KD 1.949 (1.960)] 2024-10-18 21:37:34,624 - Train: 84.60% [1058300/1251000] [846.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000201] [CE 3.548 (3.852)] [KD 1.789 (1.908)] 2024-10-18 21:37:57,887 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40769] [top5_cnt 47904] [top_all 50000] 2024-10-18 21:37:57,888 - net: 81.538 (95.808) 2024-10-18 21:38:09,842 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41348] [top5_cnt 48123] [top_all 50000] 2024-10-18 21:38:09,842 - net_E: 82.696 (96.246) 2024-10-18 21:38:09,998 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:38:09,998 - ==> Total time: 3 days, 6:24:50 Eta: 14:16:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:38:14,983 - Train: 84.60% [1058350/1251000] [846.0/1000.0] [batch_t 0.233 (0.913)] [data_t 0.009] [optim_t 0.224] [lr 0.000200] [CE 3.693 (3.559)] [KD 1.884 (1.787)] 2024-10-18 21:38:27,717 - Train: 84.60% [1058400/1251000] [846.0/1000.0] [batch_t 0.231 (0.255)] [data_t 0.009] [optim_t 0.222] [lr 0.000200] [CE 3.815 (3.845)] [KD 1.896 (1.892)] 2024-10-18 21:38:39,413 - Train: 84.61% [1058450/1251000] [846.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000200] [CE 3.965 (3.890)] [KD 1.868 (1.905)] 2024-10-18 21:38:51,194 - Train: 84.61% [1058500/1251000] [846.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000200] [CE 4.006 (3.840)] [KD 1.910 (1.918)] 2024-10-18 21:39:03,138 - Train: 84.62% [1058550/1251000] [846.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000200] [CE 4.313 (3.984)] [KD 2.290 (1.965)] 2024-10-18 21:39:15,081 - Train: 84.62% [1058600/1251000] [846.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000200] [CE 3.425 (3.880)] [KD 1.650 (1.898)] 2024-10-18 21:39:26,831 - Train: 84.62% [1058650/1251000] [846.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000200] [CE 3.842 (3.842)] [KD 1.858 (1.890)] 2024-10-18 21:39:38,758 - Train: 84.63% [1058700/1251000] [846.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000200] [CE 3.701 (3.826)] [KD 2.005 (1.905)] 2024-10-18 21:39:50,634 - Train: 84.63% [1058750/1251000] [846.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000200] [CE 2.917 (3.867)] [KD 1.483 (1.912)] 2024-10-18 21:40:02,662 - Train: 84.64% [1058800/1251000] [846.4/1000.0] [batch_t 0.363 (0.240)] [data_t 0.009] [optim_t 0.354] [lr 0.000200] [CE 3.593 (3.882)] [KD 1.843 (1.939)] 2024-10-18 21:40:14,316 - Train: 84.64% [1058850/1251000] [846.4/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000200] [CE 3.563 (3.749)] [KD 1.791 (1.879)] 2024-10-18 21:40:26,268 - Train: 84.64% [1058900/1251000] [846.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000199] [CE 4.136 (3.906)] [KD 2.212 (1.931)] 2024-10-18 21:40:38,027 - Train: 84.65% [1058950/1251000] [846.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000199] [CE 3.860 (3.825)] [KD 1.846 (1.901)] 2024-10-18 21:40:49,942 - Train: 84.65% [1059000/1251000] [846.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000199] [CE 4.402 (3.864)] [KD 2.301 (1.913)] 2024-10-18 21:41:02,083 - Train: 84.66% [1059050/1251000] [846.6/1000.0] [batch_t 0.374 (0.243)] [data_t 0.009] [optim_t 0.365] [lr 0.000199] [CE 4.163 (3.897)] [KD 2.150 (1.935)] 2024-10-18 21:41:13,908 - Train: 84.66% [1059100/1251000] [846.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000199] [CE 4.092 (3.870)] [KD 1.933 (1.924)] 2024-10-18 21:41:25,660 - Train: 84.66% [1059150/1251000] [846.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000199] [CE 4.350 (3.877)] [KD 2.271 (1.932)] 2024-10-18 21:41:37,714 - Train: 84.67% [1059200/1251000] [846.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000199] [CE 3.511 (3.831)] [KD 1.744 (1.875)] 2024-10-18 21:41:49,546 - Train: 84.67% [1059250/1251000] [846.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000199] [CE 4.088 (3.953)] [KD 2.124 (1.966)] 2024-10-18 21:42:01,462 - Train: 84.68% [1059300/1251000] [846.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000199] [CE 3.980 (3.855)] [KD 2.030 (1.929)] 2024-10-18 21:42:13,385 - Train: 84.68% [1059350/1251000] [846.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000199] [CE 4.364 (3.827)] [KD 2.054 (1.876)] 2024-10-18 21:42:25,321 - Train: 84.68% [1059400/1251000] [846.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000199] [CE 3.893 (3.803)] [KD 1.775 (1.880)] 2024-10-18 21:42:37,238 - Train: 84.69% [1059450/1251000] [846.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000199] [CE 4.148 (3.911)] [KD 2.101 (1.930)] 2024-10-18 21:42:49,154 - Train: 84.69% [1059500/1251000] [846.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000198] [CE 3.859 (3.881)] [KD 1.830 (1.937)] 2024-10-18 21:43:01,010 - Train: 84.70% [1059550/1251000] [847.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000198] [CE 3.802 (3.862)] [KD 1.800 (1.912)] 2024-10-18 21:43:24,092 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 40861] [top5_cnt 47891] [top_all 50000] 2024-10-18 21:43:24,093 - net: 81.722 (95.782) 2024-10-18 21:43:36,039 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41322] [top5_cnt 48124] [top_all 50000] 2024-10-18 21:43:36,040 - net_E: 82.644 (96.248) 2024-10-18 21:43:36,175 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:43:36,175 - ==> Total time: 3 days, 6:30:16 Eta: 14:10:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:43:41,000 - Train: 84.70% [1059600/1251000] [847.0/1000.0] [batch_t 0.235 (1.228)] [data_t 0.009] [optim_t 0.226] [lr 0.000198] [CE 3.515 (3.892)] [KD 1.638 (1.901)] 2024-10-18 21:43:52,980 - Train: 84.70% [1059650/1251000] [847.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000198] [CE 3.798 (3.848)] [KD 1.877 (1.899)] 2024-10-18 21:44:05,179 - Train: 84.71% [1059700/1251000] [847.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000198] [CE 3.795 (3.806)] [KD 1.948 (1.869)] 2024-10-18 21:44:16,839 - Train: 84.71% [1059750/1251000] [847.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000198] [CE 4.137 (3.864)] [KD 2.104 (1.915)] 2024-10-18 21:44:28,560 - Train: 84.72% [1059800/1251000] [847.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000198] [CE 4.104 (3.879)] [KD 2.089 (1.933)] 2024-10-18 21:44:40,820 - Train: 84.72% [1059850/1251000] [847.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000198] [CE 3.719 (3.837)] [KD 1.817 (1.891)] 2024-10-18 21:44:52,854 - Train: 84.72% [1059900/1251000] [847.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000198] [CE 4.497 (3.817)] [KD 2.185 (1.881)] 2024-10-18 21:45:04,879 - Train: 84.73% [1059950/1251000] [847.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000198] [CE 3.963 (3.778)] [KD 1.857 (1.853)] 2024-10-18 21:45:16,551 - Train: 84.73% [1060000/1251000] [847.3/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.000198] [CE 4.059 (3.808)] [KD 2.053 (1.881)] 2024-10-18 21:45:28,516 - Train: 84.74% [1060050/1251000] [847.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000197] [CE 3.432 (3.890)] [KD 1.665 (1.908)] 2024-10-18 21:45:40,412 - Train: 84.74% [1060100/1251000] [847.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000197] [CE 3.856 (3.863)] [KD 1.817 (1.921)] 2024-10-18 21:45:52,233 - Train: 84.74% [1060150/1251000] [847.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000197] [CE 3.932 (3.938)] [KD 1.790 (1.936)] 2024-10-18 21:46:04,117 - Train: 84.75% [1060200/1251000] [847.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000197] [CE 3.964 (3.863)] [KD 1.903 (1.898)] 2024-10-18 21:46:15,935 - Train: 84.75% [1060250/1251000] [847.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000197] [CE 4.166 (3.871)] [KD 2.165 (1.926)] 2024-10-18 21:46:27,890 - Train: 84.76% [1060300/1251000] [847.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000197] [CE 3.639 (3.860)] [KD 1.773 (1.914)] 2024-10-18 21:46:39,767 - Train: 84.76% [1060350/1251000] [847.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000197] [CE 4.012 (3.893)] [KD 1.971 (1.921)] 2024-10-18 21:46:51,559 - Train: 84.76% [1060400/1251000] [847.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000197] [CE 4.217 (3.895)] [KD 2.288 (1.921)] 2024-10-18 21:47:03,514 - Train: 84.77% [1060450/1251000] [847.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000197] [CE 3.748 (3.887)] [KD 1.921 (1.925)] 2024-10-18 21:47:15,554 - Train: 84.77% [1060500/1251000] [847.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000197] [CE 4.195 (3.866)] [KD 1.949 (1.952)] 2024-10-18 21:47:27,269 - Train: 84.78% [1060550/1251000] [847.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000197] [CE 3.765 (3.860)] [KD 1.747 (1.910)] 2024-10-18 21:47:39,107 - Train: 84.78% [1060600/1251000] [847.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000197] [CE 3.709 (3.820)] [KD 1.850 (1.911)] 2024-10-18 21:47:51,101 - Train: 84.78% [1060650/1251000] [847.8/1000.0] [batch_t 0.382 (0.240)] [data_t 0.009] [optim_t 0.373] [lr 0.000196] [CE 3.761 (3.818)] [KD 1.883 (1.899)] 2024-10-18 21:48:03,194 - Train: 84.79% [1060700/1251000] [847.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000196] [CE 3.959 (3.775)] [KD 1.920 (1.894)] 2024-10-18 21:48:15,195 - Train: 84.79% [1060750/1251000] [847.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000196] [CE 4.090 (3.952)] [KD 1.950 (1.937)] 2024-10-18 21:48:26,965 - Train: 84.80% [1060800/1251000] [848.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000196] [CE 4.071 (3.924)] [KD 2.188 (1.930)] 2024-10-18 21:48:50,916 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40927] [top5_cnt 47912] [top_all 50000] 2024-10-18 21:48:50,916 - net: 81.854 (95.824) 2024-10-18 21:49:03,280 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41332] [top5_cnt 48121] [top_all 50000] 2024-10-18 21:49:03,280 - net_E: 82.664 (96.242) 2024-10-18 21:49:03,422 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:49:03,422 - ==> Total time: 3 days, 6:35:44 Eta: 14:05:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:49:08,670 - Train: 84.80% [1060850/1251000] [848.0/1000.0] [batch_t 0.707 (1.146)] [data_t 0.486] [optim_t 0.221] [lr 0.000196] [CE 3.999 (3.914)] [KD 1.999 (1.906)] 2024-10-18 21:49:21,120 - Train: 84.80% [1060900/1251000] [848.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000196] [CE 4.486 (3.904)] [KD 2.165 (1.909)] 2024-10-18 21:49:33,337 - Train: 84.81% [1060950/1251000] [848.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000196] [CE 3.784 (3.892)] [KD 1.811 (1.922)] 2024-10-18 21:49:45,284 - Train: 84.81% [1061000/1251000] [848.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000196] [CE 3.666 (3.865)] [KD 1.743 (1.923)] 2024-10-18 21:49:57,001 - Train: 84.82% [1061050/1251000] [848.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000196] [CE 4.193 (3.877)] [KD 2.143 (1.925)] 2024-10-18 21:50:09,145 - Train: 84.82% [1061100/1251000] [848.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000196] [CE 4.592 (3.896)] [KD 2.258 (1.947)] 2024-10-18 21:50:21,033 - Train: 84.82% [1061150/1251000] [848.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000196] [CE 4.057 (3.957)] [KD 2.101 (1.950)] 2024-10-18 21:50:33,187 - Train: 84.83% [1061200/1251000] [848.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000196] [CE 4.219 (3.863)] [KD 2.123 (1.903)] 2024-10-18 21:50:45,364 - Train: 84.83% [1061250/1251000] [848.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000195] [CE 3.499 (3.774)] [KD 1.729 (1.861)] 2024-10-18 21:50:57,499 - Train: 84.84% [1061300/1251000] [848.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000195] [CE 4.059 (3.912)] [KD 2.047 (1.948)] 2024-10-18 21:51:09,549 - Train: 84.84% [1061350/1251000] [848.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000195] [CE 3.811 (3.826)] [KD 1.857 (1.861)] 2024-10-18 21:51:21,651 - Train: 84.84% [1061400/1251000] [848.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000195] [CE 3.470 (3.868)] [KD 1.733 (1.913)] 2024-10-18 21:51:33,506 - Train: 84.85% [1061450/1251000] [848.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000195] [CE 3.404 (3.870)] [KD 1.805 (1.912)] 2024-10-18 21:51:45,704 - Train: 84.85% [1061500/1251000] [848.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000195] [CE 4.034 (3.740)] [KD 1.921 (1.838)] 2024-10-18 21:51:58,028 - Train: 84.86% [1061550/1251000] [848.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000195] [CE 3.446 (3.891)] [KD 1.738 (1.923)] 2024-10-18 21:52:10,141 - Train: 84.86% [1061600/1251000] [848.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000195] [CE 3.601 (3.853)] [KD 1.820 (1.897)] 2024-10-18 21:52:21,955 - Train: 84.86% [1061650/1251000] [848.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000195] [CE 3.611 (3.831)] [KD 1.734 (1.890)] 2024-10-18 21:52:34,172 - Train: 84.87% [1061700/1251000] [848.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000195] [CE 3.529 (3.829)] [KD 1.780 (1.882)] 2024-10-18 21:52:46,217 - Train: 84.87% [1061750/1251000] [848.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000195] [CE 3.556 (3.892)] [KD 1.723 (1.930)] 2024-10-18 21:52:58,195 - Train: 84.88% [1061800/1251000] [848.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000194] [CE 3.665 (3.897)] [KD 1.869 (1.943)] 2024-10-18 21:53:10,236 - Train: 84.88% [1061850/1251000] [848.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000194] [CE 3.742 (3.789)] [KD 1.841 (1.880)] 2024-10-18 21:53:22,593 - Train: 84.88% [1061900/1251000] [848.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000194] [CE 4.441 (3.836)] [KD 2.079 (1.896)] 2024-10-18 21:53:34,520 - Train: 84.89% [1061950/1251000] [848.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000194] [CE 4.165 (3.927)] [KD 1.938 (1.912)] 2024-10-18 21:53:46,466 - Train: 84.89% [1062000/1251000] [848.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000194] [CE 3.778 (3.799)] [KD 1.830 (1.865)] 2024-10-18 21:53:58,432 - Train: 84.90% [1062050/1251000] [849.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000194] [CE 4.239 (3.821)] [KD 1.987 (1.897)] 2024-10-18 21:54:22,383 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40928] [top5_cnt 47916] [top_all 50000] 2024-10-18 21:54:22,383 - net: 81.856 (95.832) 2024-10-18 21:54:34,825 - Test (net_E): 100.00% [50/50] [batch_t 0.075 (0.242)] [top1_cnt 41358] [top5_cnt 48106] [top_all 50000] 2024-10-18 21:54:34,826 - net_E: 82.716 (96.212) 2024-10-18 21:54:34,961 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.734 (epoch: 843)] 2024-10-18 21:54:34,962 - ==> Total time: 3 days, 6:41:15 Eta: 13:59:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 21:54:39,403 - Train: 84.90% [1062100/1251000] [849.0/1000.0] [batch_t 3.212 (3.212)] [data_t 2.987] [optim_t 0.225] [lr 0.000194] [CE 3.729 (3.729)] [KD 1.891 (1.891)] 2024-10-18 21:54:51,530 - Train: 84.90% [1062150/1251000] [849.0/1000.0] [batch_t 0.436 (0.242)] [data_t 0.009] [optim_t 0.428] [lr 0.000194] [CE 4.088 (3.822)] [KD 2.134 (1.900)] 2024-10-18 21:55:03,436 - Train: 84.91% [1062200/1251000] [849.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000194] [CE 3.599 (3.818)] [KD 1.782 (1.882)] 2024-10-18 21:55:15,712 - Train: 84.91% [1062250/1251000] [849.1/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000194] [CE 3.860 (3.824)] [KD 1.792 (1.884)] 2024-10-18 21:55:27,544 - Train: 84.92% [1062300/1251000] [849.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000194] [CE 4.007 (3.816)] [KD 1.968 (1.890)] 2024-10-18 21:55:39,248 - Train: 84.92% [1062350/1251000] [849.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000194] [CE 3.625 (3.795)] [KD 1.791 (1.872)] 2024-10-18 21:55:51,322 - Train: 84.92% [1062400/1251000] [849.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000193] [CE 3.625 (3.774)] [KD 1.765 (1.870)] 2024-10-18 21:56:03,497 - Train: 84.93% [1062450/1251000] [849.3/1000.0] [batch_t 0.368 (0.243)] [data_t 0.009] [optim_t 0.359] [lr 0.000193] [CE 3.252 (3.788)] [KD 1.570 (1.867)] 2024-10-18 21:56:15,459 - Train: 84.93% [1062500/1251000] [849.3/1000.0] [batch_t 0.385 (0.239)] [data_t 0.009] [optim_t 0.376] [lr 0.000193] [CE 3.456 (3.828)] [KD 1.658 (1.892)] 2024-10-18 21:56:27,807 - Train: 84.94% [1062550/1251000] [849.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000193] [CE 3.981 (3.827)] [KD 1.976 (1.870)] 2024-10-18 21:56:39,870 - Train: 84.94% [1062600/1251000] [849.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000193] [CE 4.108 (3.982)] [KD 1.942 (1.952)] 2024-10-18 21:56:51,531 - Train: 84.94% [1062650/1251000] [849.4/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000193] [CE 3.999 (3.896)] [KD 1.872 (1.923)] 2024-10-18 21:57:03,481 - Train: 84.95% [1062700/1251000] [849.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000193] [CE 3.964 (3.896)] [KD 1.850 (1.910)] 2024-10-18 21:57:15,321 - Train: 84.95% [1062750/1251000] [849.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000193] [CE 3.900 (3.846)] [KD 1.753 (1.882)] 2024-10-18 21:57:27,174 - Train: 84.96% [1062800/1251000] [849.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000193] [CE 3.696 (3.840)] [KD 1.770 (1.911)] 2024-10-18 21:57:39,003 - Train: 84.96% [1062850/1251000] [849.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000193] [CE 4.038 (3.855)] [KD 2.133 (1.883)] 2024-10-18 21:57:51,103 - Train: 84.96% [1062900/1251000] [849.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000193] [CE 3.834 (3.823)] [KD 1.798 (1.890)] 2024-10-18 21:58:02,936 - Train: 84.97% [1062950/1251000] [849.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000193] [CE 4.196 (3.852)] [KD 2.155 (1.887)] 2024-10-18 21:58:14,886 - Train: 84.97% [1063000/1251000] [849.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000192] [CE 3.857 (3.810)] [KD 1.861 (1.868)] 2024-10-18 21:58:26,896 - Train: 84.98% [1063050/1251000] [849.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000192] [CE 4.010 (3.856)] [KD 1.907 (1.894)] 2024-10-18 21:58:38,801 - Train: 84.98% [1063100/1251000] [849.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000192] [CE 3.965 (3.934)] [KD 1.985 (1.950)] 2024-10-18 21:58:50,697 - Train: 84.98% [1063150/1251000] [849.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000192] [CE 3.952 (3.866)] [KD 1.947 (1.905)] 2024-10-18 21:59:02,555 - Train: 84.99% [1063200/1251000] [849.9/1000.0] [batch_t 0.262 (0.237)] [data_t 0.009] [optim_t 0.253] [lr 0.000192] [CE 3.817 (3.898)] [KD 2.032 (1.925)] 2024-10-18 21:59:14,810 - Train: 84.99% [1063250/1251000] [849.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000192] [CE 3.842 (3.777)] [KD 2.086 (1.855)] 2024-10-18 21:59:26,756 - Train: 85.00% [1063300/1251000] [850.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000192] [CE 3.835 (3.857)] [KD 1.929 (1.906)] 2024-10-18 21:59:38,705 - Train: 85.00% [1063350/1251000] [850.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000192] [CE 3.962 (3.866)] [KD 1.950 (1.907)] 2024-10-18 21:59:50,637 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40910] [top5_cnt 47932] [top_all 50000] 2024-10-18 21:59:50,637 - net: 81.820 (95.864) 2024-10-18 22:00:02,636 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41372] [top5_cnt 48103] [top_all 50000] 2024-10-18 22:00:02,637 - net_E: 82.744 (96.206) 2024-10-18 22:00:02,784 - Max [top1: 81.902 (epoch: 841)] [top1-ema: 82.744 (epoch: 850)] 2024-10-18 22:00:02,784 - ==> Total time: 3 days, 6:46:43 Eta: 13:54:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:00:22,828 - Train: 85.00% [1063400/1251000] [850.0/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000192] [CE 3.592 (3.788)] [KD 1.752 (1.869)] 2024-10-18 22:00:34,817 - Train: 85.01% [1063450/1251000] [850.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000192] [CE 3.693 (3.850)] [KD 1.891 (1.877)] 2024-10-18 22:00:46,953 - Train: 85.01% [1063500/1251000] [850.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000192] [CE 4.049 (3.846)] [KD 2.077 (1.909)] 2024-10-18 22:00:59,122 - Train: 85.02% [1063550/1251000] [850.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000192] [CE 4.180 (3.824)] [KD 2.082 (1.874)] 2024-10-18 22:01:11,181 - Train: 85.02% [1063600/1251000] [850.2/1000.0] [batch_t 0.407 (0.241)] [data_t 0.009] [optim_t 0.398] [lr 0.000191] [CE 3.551 (3.817)] [KD 1.747 (1.879)] 2024-10-18 22:01:23,083 - Train: 85.02% [1063650/1251000] [850.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000191] [CE 3.775 (3.819)] [KD 1.887 (1.886)] 2024-10-18 22:01:35,353 - Train: 85.03% [1063700/1251000] [850.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 3.699 (3.775)] [KD 1.817 (1.845)] 2024-10-18 22:01:47,207 - Train: 85.03% [1063750/1251000] [850.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 3.982 (3.846)] [KD 2.001 (1.891)] 2024-10-18 22:01:58,969 - Train: 85.04% [1063800/1251000] [850.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 3.877 (3.891)] [KD 2.051 (1.921)] 2024-10-18 22:02:11,201 - Train: 85.04% [1063850/1251000] [850.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 3.522 (3.860)] [KD 1.841 (1.879)] 2024-10-18 22:02:23,492 - Train: 85.04% [1063900/1251000] [850.4/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000191] [CE 3.971 (3.843)] [KD 2.005 (1.911)] 2024-10-18 22:02:35,210 - Train: 85.05% [1063950/1251000] [850.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000191] [CE 3.682 (3.920)] [KD 1.795 (1.934)] 2024-10-18 22:02:46,894 - Train: 85.05% [1064000/1251000] [850.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 3.839 (3.846)] [KD 1.921 (1.903)] 2024-10-18 22:02:58,941 - Train: 85.06% [1064050/1251000] [850.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000191] [CE 4.325 (3.753)] [KD 2.158 (1.837)] 2024-10-18 22:03:11,065 - Train: 85.06% [1064100/1251000] [850.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000191] [CE 4.005 (3.932)] [KD 2.081 (1.916)] 2024-10-18 22:03:23,075 - Train: 85.06% [1064150/1251000] [850.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000191] [CE 4.171 (3.829)] [KD 2.036 (1.881)] 2024-10-18 22:03:35,221 - Train: 85.07% [1064200/1251000] [850.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000190] [CE 4.328 (3.960)] [KD 2.066 (1.945)] 2024-10-18 22:03:47,354 - Train: 85.07% [1064250/1251000] [850.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000190] [CE 4.271 (3.925)] [KD 2.136 (1.955)] 2024-10-18 22:03:59,329 - Train: 85.08% [1064300/1251000] [850.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000190] [CE 3.987 (3.881)] [KD 1.931 (1.911)] 2024-10-18 22:04:11,230 - Train: 85.08% [1064350/1251000] [850.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000190] [CE 3.820 (3.858)] [KD 1.870 (1.911)] 2024-10-18 22:04:23,072 - Train: 85.08% [1064400/1251000] [850.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000190] [CE 4.099 (3.869)] [KD 2.016 (1.907)] 2024-10-18 22:04:35,082 - Train: 85.09% [1064450/1251000] [850.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000190] [CE 3.889 (3.857)] [KD 1.844 (1.910)] 2024-10-18 22:04:47,364 - Train: 85.09% [1064500/1251000] [850.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000190] [CE 3.844 (3.865)] [KD 1.832 (1.896)] 2024-10-18 22:04:59,105 - Train: 85.10% [1064550/1251000] [851.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000190] [CE 3.751 (3.809)] [KD 1.888 (1.901)] 2024-10-18 22:05:10,766 - Train: 85.10% [1064600/1251000] [851.0/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.000190] [CE 3.554 (3.862)] [KD 1.674 (1.900)] 2024-10-18 22:05:23,008 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40973] [top5_cnt 47945] [top_all 50000] 2024-10-18 22:05:23,008 - net: 81.946 (95.890) 2024-10-18 22:05:35,082 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41373] [top5_cnt 48097] [top_all 50000] 2024-10-18 22:05:35,082 - net_E: 82.746 (96.194) 2024-10-18 22:05:35,211 - Max [top1: 81.946 (epoch: 851)] [top1-ema: 82.746 (epoch: 851)] 2024-10-18 22:05:35,212 - ==> Total time: 3 days, 6:52:15 Eta: 13:48:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:05:54,111 - Train: 85.10% [1064650/1251000] [851.0/1000.0] [batch_t 0.232 (0.270)] [data_t 0.009] [optim_t 0.224] [lr 0.000190] [CE 3.960 (3.866)] [KD 1.954 (1.911)] 2024-10-18 22:06:06,161 - Train: 85.11% [1064700/1251000] [851.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000190] [CE 4.019 (3.840)] [KD 1.982 (1.876)] 2024-10-18 22:06:18,323 - Train: 85.11% [1064750/1251000] [851.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000189] [CE 4.003 (3.799)] [KD 1.783 (1.869)] 2024-10-18 22:06:30,057 - Train: 85.12% [1064800/1251000] [851.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000189] [CE 3.902 (3.784)] [KD 1.838 (1.871)] 2024-10-18 22:06:42,249 - Train: 85.12% [1064850/1251000] [851.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000189] [CE 3.966 (3.904)] [KD 1.935 (1.902)] 2024-10-18 22:06:54,106 - Train: 85.12% [1064900/1251000] [851.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000189] [CE 3.979 (3.869)] [KD 1.941 (1.901)] 2024-10-18 22:07:05,821 - Train: 85.13% [1064950/1251000] [851.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000189] [CE 3.263 (3.762)] [KD 1.655 (1.839)] 2024-10-18 22:07:18,150 - Train: 85.13% [1065000/1251000] [851.3/1000.0] [batch_t 0.297 (0.246)] [data_t 0.009] [optim_t 0.288] [lr 0.000189] [CE 3.542 (3.838)] [KD 1.690 (1.892)] 2024-10-18 22:07:30,088 - Train: 85.14% [1065050/1251000] [851.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000189] [CE 4.047 (3.817)] [KD 2.006 (1.872)] 2024-10-18 22:07:42,175 - Train: 85.14% [1065100/1251000] [851.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000189] [CE 3.522 (3.888)] [KD 1.672 (1.931)] 2024-10-18 22:07:53,950 - Train: 85.14% [1065150/1251000] [851.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000189] [CE 4.133 (3.875)] [KD 1.991 (1.912)] 2024-10-18 22:08:05,813 - Train: 85.15% [1065200/1251000] [851.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000189] [CE 4.201 (3.885)] [KD 1.911 (1.910)] 2024-10-18 22:08:17,651 - Train: 85.15% [1065250/1251000] [851.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000189] [CE 3.929 (3.848)] [KD 1.862 (1.899)] 2024-10-18 22:08:29,878 - Train: 85.16% [1065300/1251000] [851.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000189] [CE 3.601 (3.835)] [KD 1.675 (1.878)] 2024-10-18 22:08:41,652 - Train: 85.16% [1065350/1251000] [851.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000188] [CE 4.045 (3.839)] [KD 1.959 (1.873)] 2024-10-18 22:08:53,709 - Train: 85.16% [1065400/1251000] [851.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000188] [CE 3.153 (3.854)] [KD 1.633 (1.896)] 2024-10-18 22:09:05,750 - Train: 85.17% [1065450/1251000] [851.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000188] [CE 3.737 (3.829)] [KD 1.889 (1.876)] 2024-10-18 22:09:17,693 - Train: 85.17% [1065500/1251000] [851.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000188] [CE 3.525 (3.847)] [KD 1.745 (1.900)] 2024-10-18 22:09:29,411 - Train: 85.18% [1065550/1251000] [851.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000188] [CE 3.853 (3.858)] [KD 1.902 (1.910)] 2024-10-18 22:09:41,216 - Train: 85.18% [1065600/1251000] [851.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000188] [CE 4.006 (3.922)] [KD 2.085 (1.926)] 2024-10-18 22:09:53,366 - Train: 85.18% [1065650/1251000] [851.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000188] [CE 4.047 (3.817)] [KD 1.875 (1.885)] 2024-10-18 22:10:05,411 - Train: 85.19% [1065700/1251000] [851.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000188] [CE 3.847 (3.802)] [KD 1.835 (1.881)] 2024-10-18 22:10:17,352 - Train: 85.19% [1065750/1251000] [851.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000188] [CE 3.989 (3.780)] [KD 1.994 (1.873)] 2024-10-18 22:10:29,106 - Train: 85.20% [1065800/1251000] [852.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000188] [CE 3.795 (3.923)] [KD 1.840 (1.930)] 2024-10-18 22:10:40,856 - Train: 85.20% [1065850/1251000] [852.0/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000188] [CE 3.937 (3.796)] [KD 1.850 (1.860)] 2024-10-18 22:10:53,457 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40959] [top5_cnt 47957] [top_all 50000] 2024-10-18 22:10:53,457 - net: 81.918 (95.914) 2024-10-18 22:11:05,563 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41358] [top5_cnt 48106] [top_all 50000] 2024-10-18 22:11:05,564 - net_E: 82.716 (96.212) 2024-10-18 22:11:05,693 - Max [top1: 81.946 (epoch: 851)] [top1-ema: 82.746 (epoch: 851)] 2024-10-18 22:11:05,693 - ==> Total time: 3 days, 6:57:46 Eta: 13:42:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:11:21,232 - Train: 85.20% [1065900/1251000] [852.0/1000.0] [batch_t 0.232 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.000188] [CE 3.827 (3.839)] [KD 1.892 (1.874)] 2024-10-18 22:11:33,274 - Train: 85.21% [1065950/1251000] [852.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000187] [CE 3.075 (3.800)] [KD 1.533 (1.844)] 2024-10-18 22:11:45,320 - Train: 85.21% [1066000/1251000] [852.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000187] [CE 3.846 (3.816)] [KD 1.754 (1.877)] 2024-10-18 22:11:57,366 - Train: 85.22% [1066050/1251000] [852.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000187] [CE 3.805 (3.866)] [KD 1.923 (1.888)] 2024-10-18 22:12:09,173 - Train: 85.22% [1066100/1251000] [852.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000187] [CE 4.039 (3.847)] [KD 2.053 (1.873)] 2024-10-18 22:12:21,261 - Train: 85.22% [1066150/1251000] [852.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000187] [CE 3.477 (3.843)] [KD 1.707 (1.902)] 2024-10-18 22:12:33,422 - Train: 85.23% [1066200/1251000] [852.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000187] [CE 3.848 (3.824)] [KD 1.883 (1.888)] 2024-10-18 22:12:45,565 - Train: 85.23% [1066250/1251000] [852.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000187] [CE 3.549 (3.820)] [KD 1.859 (1.884)] 2024-10-18 22:12:57,553 - Train: 85.24% [1066300/1251000] [852.4/1000.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.000187] [CE 4.411 (3.794)] [KD 2.010 (1.842)] 2024-10-18 22:13:09,878 - Train: 85.24% [1066350/1251000] [852.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000187] [CE 3.698 (3.804)] [KD 1.948 (1.873)] 2024-10-18 22:13:21,972 - Train: 85.24% [1066400/1251000] [852.4/1000.0] [batch_t 0.279 (0.242)] [data_t 0.009] [optim_t 0.270] [lr 0.000187] [CE 3.859 (3.822)] [KD 1.846 (1.876)] 2024-10-18 22:13:34,191 - Train: 85.25% [1066450/1251000] [852.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000187] [CE 3.256 (3.932)] [KD 1.477 (1.924)] 2024-10-18 22:13:46,138 - Train: 85.25% [1066500/1251000] [852.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000187] [CE 3.807 (3.900)] [KD 1.963 (1.919)] 2024-10-18 22:13:58,262 - Train: 85.26% [1066550/1251000] [852.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000186] [CE 3.593 (3.793)] [KD 1.702 (1.872)] 2024-10-18 22:14:10,342 - Train: 85.26% [1066600/1251000] [852.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000186] [CE 4.056 (3.827)] [KD 2.080 (1.883)] 2024-10-18 22:14:22,617 - Train: 85.26% [1066650/1251000] [852.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000186] [CE 3.632 (3.859)] [KD 1.680 (1.890)] 2024-10-18 22:14:34,646 - Train: 85.27% [1066700/1251000] [852.7/1000.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.000186] [CE 3.808 (3.851)] [KD 1.830 (1.884)] 2024-10-18 22:14:46,779 - Train: 85.27% [1066750/1251000] [852.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000186] [CE 3.622 (3.809)] [KD 1.826 (1.874)] 2024-10-18 22:14:59,020 - Train: 85.28% [1066800/1251000] [852.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000186] [CE 3.890 (3.830)] [KD 2.023 (1.872)] 2024-10-18 22:15:11,279 - Train: 85.28% [1066850/1251000] [852.8/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000186] [CE 4.267 (3.818)] [KD 2.189 (1.868)] 2024-10-18 22:15:23,455 - Train: 85.28% [1066900/1251000] [852.8/1000.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.000186] [CE 3.857 (3.819)] [KD 1.930 (1.876)] 2024-10-18 22:15:35,429 - Train: 85.29% [1066950/1251000] [852.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000186] [CE 3.900 (3.859)] [KD 1.891 (1.906)] 2024-10-18 22:15:47,458 - Train: 85.29% [1067000/1251000] [852.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000186] [CE 4.074 (3.885)] [KD 1.972 (1.907)] 2024-10-18 22:15:59,627 - Train: 85.30% [1067050/1251000] [853.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000186] [CE 3.804 (3.832)] [KD 1.943 (1.873)] 2024-10-18 22:16:11,684 - Train: 85.30% [1067100/1251000] [853.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000186] [CE 4.148 (3.836)] [KD 1.997 (1.876)] 2024-10-18 22:16:24,993 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 40890] [top5_cnt 47879] [top_all 50000] 2024-10-18 22:16:24,994 - net: 81.780 (95.758) 2024-10-18 22:16:37,068 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41361] [top5_cnt 48111] [top_all 50000] 2024-10-18 22:16:37,068 - net_E: 82.722 (96.222) 2024-10-18 22:16:37,197 - Max [top1: 81.946 (epoch: 851)] [top1-ema: 82.746 (epoch: 851)] 2024-10-18 22:16:37,198 - ==> Total time: 3 days, 7:03:17 Eta: 13:37:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:16:52,127 - Train: 85.30% [1067150/1251000] [853.0/1000.0] [batch_t 0.235 (0.293)] [data_t 0.009] [optim_t 0.226] [lr 0.000185] [CE 4.044 (3.764)] [KD 1.914 (1.850)] 2024-10-18 22:17:04,424 - Train: 85.31% [1067200/1251000] [853.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000185] [CE 4.122 (3.868)] [KD 1.987 (1.876)] 2024-10-18 22:17:16,495 - Train: 85.31% [1067250/1251000] [853.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000185] [CE 4.110 (3.847)] [KD 2.005 (1.876)] 2024-10-18 22:17:28,217 - Train: 85.32% [1067300/1251000] [853.2/1000.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.000185] [CE 4.011 (3.837)] [KD 1.981 (1.874)] 2024-10-18 22:17:39,888 - Train: 85.32% [1067350/1251000] [853.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000185] [CE 3.765 (3.881)] [KD 1.840 (1.914)] 2024-10-18 22:17:51,974 - Train: 85.32% [1067400/1251000] [853.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000185] [CE 3.841 (3.867)] [KD 1.811 (1.895)] 2024-10-18 22:18:04,145 - Train: 85.33% [1067450/1251000] [853.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000185] [CE 3.911 (3.836)] [KD 2.001 (1.873)] 2024-10-18 22:18:15,818 - Train: 85.33% [1067500/1251000] [853.3/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000185] [CE 3.297 (3.847)] [KD 1.578 (1.892)] 2024-10-18 22:18:27,862 - Train: 85.34% [1067550/1251000] [853.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000185] [CE 3.760 (3.876)] [KD 1.891 (1.886)] 2024-10-18 22:18:39,914 - Train: 85.34% [1067600/1251000] [853.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000185] [CE 3.687 (3.890)] [KD 1.816 (1.887)] 2024-10-18 22:18:51,901 - Train: 85.34% [1067650/1251000] [853.4/1000.0] [batch_t 0.369 (0.240)] [data_t 0.009] [optim_t 0.360] [lr 0.000185] [CE 3.668 (3.774)] [KD 1.752 (1.839)] 2024-10-18 22:19:03,732 - Train: 85.35% [1067700/1251000] [853.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000185] [CE 4.196 (3.825)] [KD 2.079 (1.862)] 2024-10-18 22:19:15,864 - Train: 85.35% [1067750/1251000] [853.5/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000184] [CE 3.776 (3.856)] [KD 1.804 (1.877)] 2024-10-18 22:19:28,235 - Train: 85.36% [1067800/1251000] [853.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000184] [CE 3.927 (3.844)] [KD 1.879 (1.882)] 2024-10-18 22:19:40,242 - Train: 85.36% [1067850/1251000] [853.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000184] [CE 4.189 (3.851)] [KD 2.045 (1.889)] 2024-10-18 22:19:52,126 - Train: 85.36% [1067900/1251000] [853.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000184] [CE 3.962 (3.777)] [KD 1.912 (1.853)] 2024-10-18 22:20:04,266 - Train: 85.37% [1067950/1251000] [853.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000184] [CE 4.145 (3.833)] [KD 2.085 (1.872)] 2024-10-18 22:20:16,622 - Train: 85.37% [1068000/1251000] [853.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000184] [CE 4.337 (3.867)] [KD 2.098 (1.894)] 2024-10-18 22:20:28,961 - Train: 85.38% [1068050/1251000] [853.8/1000.0] [batch_t 0.275 (0.247)] [data_t 0.009] [optim_t 0.266] [lr 0.000184] [CE 3.494 (3.812)] [KD 1.740 (1.876)] 2024-10-18 22:20:41,243 - Train: 85.38% [1068100/1251000] [853.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000184] [CE 3.595 (3.828)] [KD 1.705 (1.873)] 2024-10-18 22:20:53,220 - Train: 85.38% [1068150/1251000] [853.8/1000.0] [batch_t 0.288 (0.239)] [data_t 0.009] [optim_t 0.279] [lr 0.000184] [CE 3.924 (3.828)] [KD 1.802 (1.875)] 2024-10-18 22:21:05,480 - Train: 85.39% [1068200/1251000] [853.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000184] [CE 4.053 (3.920)] [KD 1.855 (1.928)] 2024-10-18 22:21:17,363 - Train: 85.39% [1068250/1251000] [853.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000184] [CE 3.417 (3.853)] [KD 1.678 (1.872)] 2024-10-18 22:21:29,209 - Train: 85.40% [1068300/1251000] [854.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000184] [CE 4.189 (3.847)] [KD 2.018 (1.864)] 2024-10-18 22:21:41,384 - Train: 85.40% [1068350/1251000] [854.0/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.000183] [CE 4.051 (3.907)] [KD 2.064 (1.928)] 2024-10-18 22:21:54,307 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40952] [top5_cnt 47935] [top_all 50000] 2024-10-18 22:21:54,307 - net: 81.904 (95.870) 2024-10-18 22:22:06,570 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41380] [top5_cnt 48115] [top_all 50000] 2024-10-18 22:22:06,570 - net_E: 82.760 (96.230) 2024-10-18 22:22:06,714 - Max [top1: 81.946 (epoch: 851)] [top1-ema: 82.760 (epoch: 854)] 2024-10-18 22:22:06,714 - ==> Total time: 3 days, 7:08:47 Eta: 13:31:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:22:24,008 - Train: 85.40% [1068400/1251000] [854.0/1000.0] [batch_t 0.232 (0.275)] [data_t 0.009] [optim_t 0.223] [lr 0.000183] [CE 3.872 (3.823)] [KD 1.914 (1.881)] 2024-10-18 22:22:35,906 - Train: 85.41% [1068450/1251000] [854.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000183] [CE 3.772 (3.882)] [KD 1.911 (1.892)] 2024-10-18 22:22:48,173 - Train: 85.41% [1068500/1251000] [854.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000183] [CE 3.396 (3.842)] [KD 1.696 (1.861)] 2024-10-18 22:22:59,890 - Train: 85.42% [1068550/1251000] [854.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000183] [CE 3.950 (3.840)] [KD 1.918 (1.888)] 2024-10-18 22:23:12,183 - Train: 85.42% [1068600/1251000] [854.2/1000.0] [batch_t 0.375 (0.246)] [data_t 0.009] [optim_t 0.367] [lr 0.000183] [CE 3.366 (3.859)] [KD 1.607 (1.907)] 2024-10-18 22:23:24,529 - Train: 85.42% [1068650/1251000] [854.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000183] [CE 3.471 (3.799)] [KD 1.828 (1.862)] 2024-10-18 22:23:37,062 - Train: 85.43% [1068700/1251000] [854.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000183] [CE 3.989 (3.931)] [KD 1.909 (1.935)] 2024-10-18 22:23:49,164 - Train: 85.43% [1068750/1251000] [854.3/1000.0] [batch_t 0.269 (0.242)] [data_t 0.009] [optim_t 0.260] [lr 0.000183] [CE 3.969 (3.836)] [KD 2.066 (1.878)] 2024-10-18 22:24:01,518 - Train: 85.44% [1068800/1251000] [854.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000183] [CE 3.691 (3.835)] [KD 1.845 (1.878)] 2024-10-18 22:24:13,945 - Train: 85.44% [1068850/1251000] [854.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000183] [CE 3.884 (3.889)] [KD 1.922 (1.910)] 2024-10-18 22:24:26,567 - Train: 85.44% [1068900/1251000] [854.4/1000.0] [batch_t 0.270 (0.252)] [data_t 0.009] [optim_t 0.261] [lr 0.000183] [CE 3.777 (3.864)] [KD 1.759 (1.885)] 2024-10-18 22:24:39,359 - Train: 85.45% [1068950/1251000] [854.5/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.000183] [CE 3.901 (3.767)] [KD 1.945 (1.834)] 2024-10-18 22:24:51,795 - Train: 85.45% [1069000/1251000] [854.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000182] [CE 3.296 (3.880)] [KD 1.656 (1.886)] 2024-10-18 22:25:04,371 - Train: 85.46% [1069050/1251000] [854.6/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000182] [CE 4.157 (3.826)] [KD 2.051 (1.887)] 2024-10-18 22:25:17,197 - Train: 85.46% [1069100/1251000] [854.6/1000.0] [batch_t 0.242 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.000182] [CE 3.803 (3.927)] [KD 1.847 (1.939)] 2024-10-18 22:25:29,642 - Train: 85.46% [1069150/1251000] [854.6/1000.0] [batch_t 0.262 (0.249)] [data_t 0.009] [optim_t 0.253] [lr 0.000182] [CE 4.426 (3.796)] [KD 2.058 (1.831)] 2024-10-18 22:25:42,117 - Train: 85.47% [1069200/1251000] [854.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000182] [CE 3.995 (3.792)] [KD 2.015 (1.853)] 2024-10-18 22:25:54,862 - Train: 85.47% [1069250/1251000] [854.7/1000.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.251] [lr 0.000182] [CE 3.119 (3.864)] [KD 1.447 (1.900)] 2024-10-18 22:26:07,576 - Train: 85.48% [1069300/1251000] [854.8/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000182] [CE 3.653 (3.821)] [KD 1.808 (1.870)] 2024-10-18 22:26:20,332 - Train: 85.48% [1069350/1251000] [854.8/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.000182] [CE 3.416 (3.861)] [KD 1.679 (1.887)] 2024-10-18 22:26:33,026 - Train: 85.48% [1069400/1251000] [854.8/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000182] [CE 3.935 (3.910)] [KD 1.916 (1.904)] 2024-10-18 22:26:45,519 - Train: 85.49% [1069450/1251000] [854.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000182] [CE 4.044 (3.859)] [KD 2.113 (1.870)] 2024-10-18 22:26:58,290 - Train: 85.49% [1069500/1251000] [854.9/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.000182] [CE 4.055 (3.793)] [KD 2.037 (1.858)] 2024-10-18 22:27:10,918 - Train: 85.50% [1069550/1251000] [855.0/1000.0] [batch_t 0.302 (0.252)] [data_t 0.009] [optim_t 0.293] [lr 0.000182] [CE 3.686 (3.775)] [KD 1.857 (1.864)] 2024-10-18 22:27:23,097 - Train: 85.50% [1069600/1251000] [855.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000181] [CE 4.008 (3.741)] [KD 1.863 (1.832)] 2024-10-18 22:27:36,284 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40982] [top5_cnt 47951] [top_all 50000] 2024-10-18 22:27:36,284 - net: 81.964 (95.902) 2024-10-18 22:27:48,547 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41377] [top5_cnt 48122] [top_all 50000] 2024-10-18 22:27:48,547 - net_E: 82.754 (96.244) 2024-10-18 22:27:48,674 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.760 (epoch: 854)] 2024-10-18 22:27:48,674 - ==> Total time: 3 days, 7:14:29 Eta: 13:26:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:28:06,033 - Train: 85.50% [1069650/1251000] [855.0/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.000181] [CE 3.864 (3.869)] [KD 1.917 (1.885)] 2024-10-18 22:28:18,328 - Train: 85.51% [1069700/1251000] [855.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000181] [CE 3.777 (3.821)] [KD 1.869 (1.875)] 2024-10-18 22:28:30,258 - Train: 85.51% [1069750/1251000] [855.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000181] [CE 3.519 (3.854)] [KD 1.684 (1.875)] 2024-10-18 22:28:42,173 - Train: 85.52% [1069800/1251000] [855.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000181] [CE 3.782 (3.792)] [KD 1.848 (1.843)] 2024-10-18 22:28:54,305 - Train: 85.52% [1069850/1251000] [855.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000181] [CE 3.087 (3.825)] [KD 1.491 (1.871)] 2024-10-18 22:29:06,447 - Train: 85.52% [1069900/1251000] [855.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000181] [CE 3.792 (3.776)] [KD 1.964 (1.828)] 2024-10-18 22:29:18,151 - Train: 85.53% [1069950/1251000] [855.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000181] [CE 3.973 (3.816)] [KD 1.863 (1.857)] 2024-10-18 22:29:30,178 - Train: 85.53% [1070000/1251000] [855.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000181] [CE 3.528 (3.854)] [KD 1.671 (1.900)] 2024-10-18 22:29:42,263 - Train: 85.54% [1070050/1251000] [855.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000181] [CE 4.190 (3.915)] [KD 1.985 (1.898)] 2024-10-18 22:29:54,396 - Train: 85.54% [1070100/1251000] [855.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000181] [CE 3.724 (3.780)] [KD 1.735 (1.835)] 2024-10-18 22:30:06,344 - Train: 85.54% [1070150/1251000] [855.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000181] [CE 3.810 (3.854)] [KD 1.852 (1.871)] 2024-10-18 22:30:18,358 - Train: 85.55% [1070200/1251000] [855.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000180] [CE 4.025 (3.798)] [KD 2.008 (1.859)] 2024-10-18 22:30:30,241 - Train: 85.55% [1070250/1251000] [855.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000180] [CE 3.804 (3.782)] [KD 1.901 (1.885)] 2024-10-18 22:30:42,244 - Train: 85.56% [1070300/1251000] [855.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000180] [CE 3.805 (3.869)] [KD 1.916 (1.907)] 2024-10-18 22:30:54,141 - Train: 85.56% [1070350/1251000] [855.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000180] [CE 4.323 (3.787)] [KD 2.207 (1.855)] 2024-10-18 22:31:06,200 - Train: 85.56% [1070400/1251000] [855.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000180] [CE 3.976 (3.790)] [KD 2.019 (1.850)] 2024-10-18 22:31:18,091 - Train: 85.57% [1070450/1251000] [855.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000180] [CE 3.168 (3.819)] [KD 1.585 (1.856)] 2024-10-18 22:31:30,376 - Train: 85.57% [1070500/1251000] [855.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000180] [CE 4.033 (3.851)] [KD 2.013 (1.907)] 2024-10-18 22:31:42,109 - Train: 85.58% [1070550/1251000] [855.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000180] [CE 3.835 (3.738)] [KD 1.861 (1.828)] 2024-10-18 22:31:53,976 - Train: 85.58% [1070600/1251000] [855.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000180] [CE 3.707 (3.805)] [KD 1.936 (1.859)] 2024-10-18 22:32:05,860 - Train: 85.58% [1070650/1251000] [855.8/1000.0] [batch_t 0.383 (0.238)] [data_t 0.009] [optim_t 0.374] [lr 0.000180] [CE 3.925 (3.883)] [KD 1.848 (1.902)] 2024-10-18 22:32:18,239 - Train: 85.59% [1070700/1251000] [855.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000180] [CE 4.228 (3.818)] [KD 2.105 (1.854)] 2024-10-18 22:32:30,128 - Train: 85.59% [1070750/1251000] [855.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000180] [CE 3.230 (3.799)] [KD 1.586 (1.844)] 2024-10-18 22:32:42,412 - Train: 85.60% [1070800/1251000] [856.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000179] [CE 4.173 (3.859)] [KD 2.050 (1.881)] 2024-10-18 22:32:54,193 - Train: 85.60% [1070850/1251000] [856.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000179] [CE 3.940 (3.839)] [KD 1.994 (1.899)] 2024-10-18 22:33:07,692 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40909] [top5_cnt 47910] [top_all 50000] 2024-10-18 22:33:07,693 - net: 81.818 (95.820) 2024-10-18 22:33:19,814 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41376] [top5_cnt 48112] [top_all 50000] 2024-10-18 22:33:19,814 - net_E: 82.752 (96.224) 2024-10-18 22:33:19,958 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.760 (epoch: 854)] 2024-10-18 22:33:19,959 - ==> Total time: 3 days, 7:20:00 Eta: 13:20:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:33:34,437 - Train: 85.60% [1070900/1251000] [856.0/1000.0] [batch_t 0.231 (0.275)] [data_t 0.009] [optim_t 0.223] [lr 0.000179] [CE 3.859 (3.854)] [KD 1.913 (1.875)] 2024-10-18 22:33:46,471 - Train: 85.61% [1070950/1251000] [856.1/1000.0] [batch_t 0.384 (0.241)] [data_t 0.009] [optim_t 0.375] [lr 0.000179] [CE 4.244 (3.790)] [KD 2.030 (1.859)] 2024-10-18 22:33:58,501 - Train: 85.61% [1071000/1251000] [856.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000179] [CE 3.502 (3.832)] [KD 1.546 (1.870)] 2024-10-18 22:34:10,559 - Train: 85.62% [1071050/1251000] [856.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000179] [CE 4.213 (3.854)] [KD 2.142 (1.872)] 2024-10-18 22:34:22,440 - Train: 85.62% [1071100/1251000] [856.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000179] [CE 3.970 (3.766)] [KD 1.791 (1.834)] 2024-10-18 22:34:34,313 - Train: 85.62% [1071150/1251000] [856.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000179] [CE 4.189 (3.818)] [KD 1.901 (1.852)] 2024-10-18 22:34:46,411 - Train: 85.63% [1071200/1251000] [856.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000179] [CE 3.311 (3.892)] [KD 1.620 (1.906)] 2024-10-18 22:34:58,314 - Train: 85.63% [1071250/1251000] [856.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000179] [CE 3.796 (3.829)] [KD 1.872 (1.853)] 2024-10-18 22:35:10,172 - Train: 85.64% [1071300/1251000] [856.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000179] [CE 3.668 (3.863)] [KD 1.724 (1.889)] 2024-10-18 22:35:22,055 - Train: 85.64% [1071350/1251000] [856.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000179] [CE 3.847 (3.874)] [KD 1.870 (1.889)] 2024-10-18 22:35:33,948 - Train: 85.64% [1071400/1251000] [856.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000178] [CE 3.759 (3.817)] [KD 1.820 (1.845)] 2024-10-18 22:35:45,811 - Train: 85.65% [1071450/1251000] [856.5/1000.0] [batch_t 0.377 (0.237)] [data_t 0.009] [optim_t 0.368] [lr 0.000178] [CE 3.482 (3.805)] [KD 1.720 (1.858)] 2024-10-18 22:35:57,535 - Train: 85.65% [1071500/1251000] [856.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000178] [CE 4.238 (3.852)] [KD 2.031 (1.882)] 2024-10-18 22:36:09,709 - Train: 85.66% [1071550/1251000] [856.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000178] [CE 3.786 (3.833)] [KD 1.736 (1.854)] 2024-10-18 22:36:22,058 - Train: 85.66% [1071600/1251000] [856.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000178] [CE 3.979 (3.883)] [KD 1.914 (1.883)] 2024-10-18 22:36:33,893 - Train: 85.66% [1071650/1251000] [856.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000178] [CE 3.572 (3.791)] [KD 1.764 (1.857)] 2024-10-18 22:36:45,852 - Train: 85.67% [1071700/1251000] [856.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000178] [CE 3.648 (3.836)] [KD 1.754 (1.885)] 2024-10-18 22:36:58,040 - Train: 85.67% [1071750/1251000] [856.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000178] [CE 3.544 (3.845)] [KD 1.662 (1.885)] 2024-10-18 22:37:10,062 - Train: 85.68% [1071800/1251000] [856.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000178] [CE 3.405 (3.854)] [KD 1.695 (1.867)] 2024-10-18 22:37:21,803 - Train: 85.68% [1071850/1251000] [856.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000178] [CE 3.789 (3.821)] [KD 2.001 (1.875)] 2024-10-18 22:37:33,798 - Train: 85.68% [1071900/1251000] [856.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000178] [CE 3.850 (3.994)] [KD 1.702 (1.953)] 2024-10-18 22:37:45,655 - Train: 85.69% [1071950/1251000] [856.9/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000178] [CE 3.641 (3.802)] [KD 1.711 (1.850)] 2024-10-18 22:37:57,602 - Train: 85.69% [1072000/1251000] [856.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000178] [CE 3.960 (3.913)] [KD 1.825 (1.918)] 2024-10-18 22:38:09,592 - Train: 85.70% [1072050/1251000] [857.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000177] [CE 3.880 (3.898)] [KD 1.929 (1.916)] 2024-10-18 22:38:21,468 - Train: 85.70% [1072100/1251000] [857.0/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000177] [CE 3.587 (3.806)] [KD 1.662 (1.868)] 2024-10-18 22:38:35,425 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40848] [top5_cnt 47942] [top_all 50000] 2024-10-18 22:38:35,425 - net: 81.696 (95.884) 2024-10-18 22:38:47,527 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41390] [top5_cnt 48120] [top_all 50000] 2024-10-18 22:38:47,527 - net_E: 82.780 (96.240) 2024-10-18 22:38:47,690 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.780 (epoch: 857)] 2024-10-18 22:38:47,691 - ==> Total time: 3 days, 7:25:28 Eta: 13:15:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:39:04,023 - Train: 85.70% [1072150/1251000] [857.0/1000.0] [batch_t 0.234 (0.270)] [data_t 0.009] [optim_t 0.225] [lr 0.000177] [CE 4.030 (3.896)] [KD 2.050 (1.892)] 2024-10-18 22:39:16,217 - Train: 85.71% [1072200/1251000] [857.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000177] [CE 3.739 (3.833)] [KD 1.926 (1.891)] 2024-10-18 22:39:28,050 - Train: 85.71% [1072250/1251000] [857.1/1000.0] [batch_t 0.387 (0.237)] [data_t 0.009] [optim_t 0.379] [lr 0.000177] [CE 3.733 (3.870)] [KD 1.779 (1.891)] 2024-10-18 22:39:40,309 - Train: 85.72% [1072300/1251000] [857.2/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000177] [CE 4.040 (3.877)] [KD 1.828 (1.888)] 2024-10-18 22:39:52,373 - Train: 85.72% [1072350/1251000] [857.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000177] [CE 3.769 (3.846)] [KD 1.997 (1.876)] 2024-10-18 22:40:04,137 - Train: 85.72% [1072400/1251000] [857.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000177] [CE 3.948 (3.890)] [KD 2.013 (1.884)] 2024-10-18 22:40:15,917 - Train: 85.73% [1072450/1251000] [857.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000177] [CE 4.143 (3.915)] [KD 1.983 (1.898)] 2024-10-18 22:40:28,239 - Train: 85.73% [1072500/1251000] [857.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000177] [CE 4.154 (3.821)] [KD 2.038 (1.855)] 2024-10-18 22:40:40,350 - Train: 85.74% [1072550/1251000] [857.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000177] [CE 4.158 (3.849)] [KD 2.017 (1.874)] 2024-10-18 22:40:52,355 - Train: 85.74% [1072600/1251000] [857.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000177] [CE 3.684 (3.860)] [KD 1.666 (1.865)] 2024-10-18 22:41:04,484 - Train: 85.74% [1072650/1251000] [857.4/1000.0] [batch_t 0.320 (0.242)] [data_t 0.009] [optim_t 0.311] [lr 0.000176] [CE 3.778 (3.757)] [KD 1.906 (1.847)] 2024-10-18 22:41:16,589 - Train: 85.75% [1072700/1251000] [857.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000176] [CE 4.610 (3.789)] [KD 2.285 (1.850)] 2024-10-18 22:41:28,464 - Train: 85.75% [1072750/1251000] [857.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000176] [CE 3.658 (3.859)] [KD 1.816 (1.889)] 2024-10-18 22:41:40,479 - Train: 85.76% [1072800/1251000] [857.6/1000.0] [batch_t 0.321 (0.240)] [data_t 0.009] [optim_t 0.312] [lr 0.000176] [CE 4.143 (3.902)] [KD 1.853 (1.884)] 2024-10-18 22:41:52,664 - Train: 85.76% [1072850/1251000] [857.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000176] [CE 3.760 (3.825)] [KD 1.872 (1.876)] 2024-10-18 22:42:04,863 - Train: 85.76% [1072900/1251000] [857.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000176] [CE 3.997 (3.850)] [KD 1.811 (1.892)] 2024-10-18 22:42:16,986 - Train: 85.77% [1072950/1251000] [857.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000176] [CE 4.027 (3.802)] [KD 2.055 (1.858)] 2024-10-18 22:42:28,987 - Train: 85.77% [1073000/1251000] [857.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000176] [CE 4.052 (3.856)] [KD 1.866 (1.879)] 2024-10-18 22:42:40,797 - Train: 85.78% [1073050/1251000] [857.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000176] [CE 3.553 (3.840)] [KD 1.811 (1.872)] 2024-10-18 22:42:52,972 - Train: 85.78% [1073100/1251000] [857.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000176] [CE 3.466 (3.824)] [KD 1.741 (1.885)] 2024-10-18 22:43:05,207 - Train: 85.78% [1073150/1251000] [857.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000176] [CE 3.664 (3.820)] [KD 1.716 (1.853)] 2024-10-18 22:43:17,004 - Train: 85.79% [1073200/1251000] [857.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000176] [CE 3.936 (3.815)] [KD 1.843 (1.846)] 2024-10-18 22:43:28,855 - Train: 85.79% [1073250/1251000] [857.9/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000176] [CE 3.734 (3.834)] [KD 1.882 (1.876)] 2024-10-18 22:43:41,382 - Train: 85.80% [1073300/1251000] [858.0/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000175] [CE 3.826 (3.824)] [KD 1.944 (1.852)] 2024-10-18 22:43:53,219 - Train: 85.80% [1073350/1251000] [858.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000175] [CE 4.408 (3.860)] [KD 2.106 (1.875)] 2024-10-18 22:44:07,302 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40829] [top5_cnt 47889] [top_all 50000] 2024-10-18 22:44:07,303 - net: 81.658 (95.778) 2024-10-18 22:44:19,597 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41364] [top5_cnt 48109] [top_all 50000] 2024-10-18 22:44:19,597 - net_E: 82.728 (96.218) 2024-10-18 22:44:19,739 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.780 (epoch: 857)] 2024-10-18 22:44:19,740 - ==> Total time: 3 days, 7:31:00 Eta: 13:09:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:44:34,081 - Train: 85.80% [1073400/1251000] [858.0/1000.0] [batch_t 0.239 (0.308)] [data_t 0.009] [optim_t 0.230] [lr 0.000175] [CE 3.297 (3.788)] [KD 1.633 (1.844)] 2024-10-18 22:44:46,471 - Train: 85.81% [1073450/1251000] [858.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000175] [CE 3.882 (3.828)] [KD 1.908 (1.868)] 2024-10-18 22:44:58,640 - Train: 85.81% [1073500/1251000] [858.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000175] [CE 4.460 (3.823)] [KD 2.171 (1.854)] 2024-10-18 22:45:10,337 - Train: 85.82% [1073550/1251000] [858.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000175] [CE 3.808 (3.838)] [KD 1.941 (1.862)] 2024-10-18 22:45:22,390 - Train: 85.82% [1073600/1251000] [858.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000175] [CE 4.356 (3.825)] [KD 2.166 (1.863)] 2024-10-18 22:45:34,391 - Train: 85.82% [1073650/1251000] [858.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000175] [CE 4.231 (3.842)] [KD 2.094 (1.856)] 2024-10-18 22:45:46,499 - Train: 85.83% [1073700/1251000] [858.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000175] [CE 3.599 (3.834)] [KD 1.655 (1.890)] 2024-10-18 22:45:59,137 - Train: 85.83% [1073750/1251000] [858.3/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.000175] [CE 3.882 (3.779)] [KD 1.775 (1.838)] 2024-10-18 22:46:11,076 - Train: 85.84% [1073800/1251000] [858.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000175] [CE 3.861 (3.785)] [KD 1.821 (1.818)] 2024-10-18 22:46:23,374 - Train: 85.84% [1073850/1251000] [858.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000175] [CE 3.575 (3.824)] [KD 1.875 (1.860)] 2024-10-18 22:46:35,639 - Train: 85.84% [1073900/1251000] [858.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000174] [CE 2.761 (3.833)] [KD 1.264 (1.843)] 2024-10-18 22:46:47,805 - Train: 85.85% [1073950/1251000] [858.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000174] [CE 4.239 (3.812)] [KD 2.108 (1.881)] 2024-10-18 22:46:59,845 - Train: 85.85% [1074000/1251000] [858.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000174] [CE 3.637 (3.853)] [KD 1.707 (1.860)] 2024-10-18 22:47:12,057 - Train: 85.86% [1074050/1251000] [858.6/1000.0] [batch_t 0.297 (0.244)] [data_t 0.009] [optim_t 0.288] [lr 0.000174] [CE 3.662 (3.832)] [KD 1.751 (1.848)] 2024-10-18 22:47:23,941 - Train: 85.86% [1074100/1251000] [858.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000174] [CE 3.577 (3.743)] [KD 1.747 (1.822)] 2024-10-18 22:47:36,292 - Train: 85.86% [1074150/1251000] [858.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000174] [CE 3.584 (3.850)] [KD 1.640 (1.866)] 2024-10-18 22:47:48,095 - Train: 85.87% [1074200/1251000] [858.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000174] [CE 3.822 (3.885)] [KD 1.866 (1.880)] 2024-10-18 22:48:00,170 - Train: 85.87% [1074250/1251000] [858.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000174] [CE 4.022 (3.812)] [KD 1.844 (1.856)] 2024-10-18 22:48:12,060 - Train: 85.88% [1074300/1251000] [858.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000174] [CE 4.288 (3.868)] [KD 2.195 (1.887)] 2024-10-18 22:48:23,958 - Train: 85.88% [1074350/1251000] [858.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000174] [CE 3.306 (3.891)] [KD 1.589 (1.911)] 2024-10-18 22:48:35,961 - Train: 85.88% [1074400/1251000] [858.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000174] [CE 3.910 (3.798)] [KD 1.890 (1.834)] 2024-10-18 22:48:48,099 - Train: 85.89% [1074450/1251000] [858.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000174] [CE 3.957 (3.880)] [KD 1.847 (1.882)] 2024-10-18 22:49:00,115 - Train: 85.89% [1074500/1251000] [858.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000174] [CE 3.988 (3.842)] [KD 1.949 (1.876)] 2024-10-18 22:49:12,200 - Train: 85.90% [1074550/1251000] [859.0/1000.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.000173] [CE 3.525 (3.814)] [KD 1.689 (1.833)] 2024-10-18 22:49:24,350 - Train: 85.90% [1074600/1251000] [859.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000173] [CE 3.938 (3.893)] [KD 2.117 (1.915)] 2024-10-18 22:49:38,456 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 40894] [top5_cnt 47937] [top_all 50000] 2024-10-18 22:49:38,457 - net: 81.788 (95.874) 2024-10-18 22:49:50,721 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41343] [top5_cnt 48128] [top_all 50000] 2024-10-18 22:49:50,721 - net_E: 82.686 (96.256) 2024-10-18 22:49:50,841 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.780 (epoch: 857)] 2024-10-18 22:49:50,842 - ==> Total time: 3 days, 7:36:31 Eta: 13:04:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:50:04,253 - Train: 85.90% [1074650/1251000] [859.0/1000.0] [batch_t 0.235 (0.288)] [data_t 0.009] [optim_t 0.226] [lr 0.000173] [CE 3.687 (3.813)] [KD 1.872 (1.847)] 2024-10-18 22:50:16,075 - Train: 85.91% [1074700/1251000] [859.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000173] [CE 3.887 (3.854)] [KD 1.977 (1.873)] 2024-10-18 22:50:28,420 - Train: 85.91% [1074750/1251000] [859.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000173] [CE 3.961 (3.820)] [KD 2.099 (1.861)] 2024-10-18 22:50:40,279 - Train: 85.92% [1074800/1251000] [859.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000173] [CE 4.044 (3.824)] [KD 1.880 (1.841)] 2024-10-18 22:50:52,265 - Train: 85.92% [1074850/1251000] [859.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000173] [CE 3.504 (3.828)] [KD 1.744 (1.846)] 2024-10-18 22:51:04,209 - Train: 85.92% [1074900/1251000] [859.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000173] [CE 4.166 (3.853)] [KD 2.006 (1.857)] 2024-10-18 22:51:16,495 - Train: 85.93% [1074950/1251000] [859.3/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000173] [CE 3.507 (3.774)] [KD 1.661 (1.828)] 2024-10-18 22:51:28,408 - Train: 85.93% [1075000/1251000] [859.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000173] [CE 3.747 (3.820)] [KD 1.808 (1.846)] 2024-10-18 22:51:40,315 - Train: 85.94% [1075050/1251000] [859.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000173] [CE 3.516 (3.865)] [KD 1.700 (1.893)] 2024-10-18 22:51:52,410 - Train: 85.94% [1075100/1251000] [859.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000173] [CE 3.960 (3.827)] [KD 1.899 (1.856)] 2024-10-18 22:52:04,764 - Train: 85.94% [1075150/1251000] [859.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000172] [CE 3.685 (3.862)] [KD 1.806 (1.895)] 2024-10-18 22:52:16,724 - Train: 85.95% [1075200/1251000] [859.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000172] [CE 3.316 (3.822)] [KD 1.612 (1.851)] 2024-10-18 22:52:28,410 - Train: 85.95% [1075250/1251000] [859.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000172] [CE 4.172 (3.839)] [KD 2.141 (1.855)] 2024-10-18 22:52:40,324 - Train: 85.96% [1075300/1251000] [859.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000172] [CE 3.926 (3.855)] [KD 2.022 (1.871)] 2024-10-18 22:52:52,413 - Train: 85.96% [1075350/1251000] [859.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000172] [CE 3.502 (3.795)] [KD 1.709 (1.822)] 2024-10-18 22:53:04,251 - Train: 85.96% [1075400/1251000] [859.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000172] [CE 3.555 (3.835)] [KD 1.665 (1.858)] 2024-10-18 22:53:16,268 - Train: 85.97% [1075450/1251000] [859.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000172] [CE 4.177 (3.909)] [KD 1.991 (1.911)] 2024-10-18 22:53:28,124 - Train: 85.97% [1075500/1251000] [859.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000172] [CE 3.680 (3.842)] [KD 1.707 (1.864)] 2024-10-18 22:53:40,068 - Train: 85.98% [1075550/1251000] [859.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000172] [CE 3.571 (3.757)] [KD 1.694 (1.830)] 2024-10-18 22:53:51,764 - Train: 85.98% [1075600/1251000] [859.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000172] [CE 3.768 (3.852)] [KD 1.700 (1.861)] 2024-10-18 22:54:03,635 - Train: 85.98% [1075650/1251000] [859.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000172] [CE 3.767 (3.847)] [KD 1.775 (1.861)] 2024-10-18 22:54:15,429 - Train: 85.99% [1075700/1251000] [859.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000172] [CE 4.104 (3.840)] [KD 1.959 (1.869)] 2024-10-18 22:54:27,935 - Train: 85.99% [1075750/1251000] [859.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000172] [CE 4.014 (3.897)] [KD 1.936 (1.885)] 2024-10-18 22:54:39,921 - Train: 86.00% [1075800/1251000] [860.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000171] [CE 4.623 (3.797)] [KD 2.361 (1.851)] 2024-10-18 22:54:51,749 - Train: 86.00% [1075850/1251000] [860.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000171] [CE 3.511 (3.866)] [KD 1.750 (1.886)] 2024-10-18 22:55:06,409 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40914] [top5_cnt 47949] [top_all 50000] 2024-10-18 22:55:06,410 - net: 81.828 (95.898) 2024-10-18 22:55:18,607 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41365] [top5_cnt 48113] [top_all 50000] 2024-10-18 22:55:18,607 - net_E: 82.730 (96.226) 2024-10-18 22:55:18,729 - Max [top1: 81.964 (epoch: 855)] [top1-ema: 82.780 (epoch: 857)] 2024-10-18 22:55:18,730 - ==> Total time: 3 days, 7:41:59 Eta: 12:58:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 22:55:31,810 - Train: 86.00% [1075900/1251000] [860.0/1000.0] [batch_t 0.233 (0.291)] [data_t 0.009] [optim_t 0.224] [lr 0.000171] [CE 4.022 (3.867)] [KD 1.970 (1.869)] 2024-10-18 22:55:43,745 - Train: 86.01% [1075950/1251000] [860.1/1000.0] [batch_t 0.269 (0.239)] [data_t 0.009] [optim_t 0.260] [lr 0.000171] [CE 4.178 (3.827)] [KD 1.871 (1.841)] 2024-10-18 22:55:56,562 - Train: 86.01% [1076000/1251000] [860.1/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000171] [CE 3.497 (3.835)] [KD 1.691 (1.862)] 2024-10-18 22:56:08,349 - Train: 86.02% [1076050/1251000] [860.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000171] [CE 3.872 (3.795)] [KD 1.878 (1.839)] 2024-10-18 22:56:20,197 - Train: 86.02% [1076100/1251000] [860.2/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000171] [CE 3.631 (3.850)] [KD 1.701 (1.849)] 2024-10-18 22:56:32,496 - Train: 86.02% [1076150/1251000] [860.2/1000.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.267] [lr 0.000171] [CE 4.138 (3.928)] [KD 1.944 (1.915)] 2024-10-18 22:56:44,932 - Train: 86.03% [1076200/1251000] [860.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000171] [CE 3.217 (3.906)] [KD 1.584 (1.892)] 2024-10-18 22:56:56,879 - Train: 86.03% [1076250/1251000] [860.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000171] [CE 3.917 (3.845)] [KD 1.813 (1.868)] 2024-10-18 22:57:09,158 - Train: 86.04% [1076300/1251000] [860.4/1000.0] [batch_t 0.395 (0.245)] [data_t 0.009] [optim_t 0.386] [lr 0.000171] [CE 3.692 (3.812)] [KD 1.705 (1.848)] 2024-10-18 22:57:21,039 - Train: 86.04% [1076350/1251000] [860.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000171] [CE 3.772 (3.831)] [KD 1.930 (1.851)] 2024-10-18 22:57:33,164 - Train: 86.04% [1076400/1251000] [860.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000170] [CE 4.078 (3.875)] [KD 1.879 (1.874)] 2024-10-18 22:57:45,062 - Train: 86.05% [1076450/1251000] [860.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000170] [CE 4.216 (3.858)] [KD 1.853 (1.873)] 2024-10-18 22:57:57,199 - Train: 86.05% [1076500/1251000] [860.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000170] [CE 3.816 (3.863)] [KD 1.815 (1.868)] 2024-10-18 22:58:09,542 - Train: 86.06% [1076550/1251000] [860.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000170] [CE 4.249 (3.826)] [KD 2.078 (1.863)] 2024-10-18 22:58:21,670 - Train: 86.06% [1076600/1251000] [860.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000170] [CE 4.327 (3.853)] [KD 2.160 (1.892)] 2024-10-18 22:58:33,825 - Train: 86.06% [1076650/1251000] [860.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000170] [CE 4.150 (3.865)] [KD 2.030 (1.869)] 2024-10-18 22:58:45,897 - Train: 86.07% [1076700/1251000] [860.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000170] [CE 3.441 (3.787)] [KD 1.695 (1.844)] 2024-10-18 22:58:58,230 - Train: 86.07% [1076750/1251000] [860.7/1000.0] [batch_t 0.271 (0.247)] [data_t 0.009] [optim_t 0.262] [lr 0.000170] [CE 3.584 (3.890)] [KD 1.752 (1.880)] 2024-10-18 22:59:10,844 - Train: 86.08% [1076800/1251000] [860.8/1000.0] [batch_t 0.305 (0.252)] [data_t 0.009] [optim_t 0.296] [lr 0.000170] [CE 3.903 (3.824)] [KD 1.816 (1.863)] 2024-10-18 22:59:22,910 - Train: 86.08% [1076850/1251000] [860.8/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.000170] [CE 3.866 (3.888)] [KD 1.715 (1.880)] 2024-10-18 22:59:35,146 - Train: 86.08% [1076900/1251000] [860.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000170] [CE 3.693 (3.761)] [KD 1.750 (1.813)] 2024-10-18 22:59:47,306 - Train: 86.09% [1076950/1251000] [860.9/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000170] [CE 3.758 (3.821)] [KD 1.935 (1.859)] 2024-10-18 22:59:59,702 - Train: 86.09% [1077000/1251000] [860.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000170] [CE 3.446 (3.846)] [KD 1.619 (1.868)] 2024-10-18 23:00:11,716 - Train: 86.10% [1077050/1251000] [861.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000169] [CE 3.864 (3.761)] [KD 1.948 (1.818)] 2024-10-18 23:00:23,378 - Train: 86.10% [1077100/1251000] [861.0/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 3.468 (3.852)] [KD 1.669 (1.863)] 2024-10-18 23:00:37,936 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41019] [top5_cnt 47957] [top_all 50000] 2024-10-18 23:00:37,937 - net: 82.038 (95.914) 2024-10-18 23:00:50,179 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41360] [top5_cnt 48127] [top_all 50000] 2024-10-18 23:00:50,180 - net_E: 82.720 (96.254) 2024-10-18 23:00:50,315 - Max [top1: 82.038 (epoch: 861)] [top1-ema: 82.780 (epoch: 857)] 2024-10-18 23:00:50,316 - ==> Total time: 3 days, 7:47:30 Eta: 12:52:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:01:05,150 - Train: 86.10% [1077150/1251000] [861.0/1000.0] [batch_t 0.233 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.000169] [CE 4.090 (3.778)] [KD 1.811 (1.825)] 2024-10-18 23:01:17,048 - Train: 86.11% [1077200/1251000] [861.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 3.734 (3.847)] [KD 1.885 (1.859)] 2024-10-18 23:01:29,617 - Train: 86.11% [1077250/1251000] [861.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 3.339 (3.775)] [KD 1.567 (1.824)] 2024-10-18 23:01:41,511 - Train: 86.12% [1077300/1251000] [861.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000169] [CE 4.028 (3.868)] [KD 1.907 (1.861)] 2024-10-18 23:01:53,240 - Train: 86.12% [1077350/1251000] [861.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000169] [CE 3.382 (3.797)] [KD 1.609 (1.839)] 2024-10-18 23:02:05,022 - Train: 86.12% [1077400/1251000] [861.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 3.579 (3.806)] [KD 1.725 (1.852)] 2024-10-18 23:02:16,977 - Train: 86.13% [1077450/1251000] [861.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000169] [CE 3.378 (3.832)] [KD 1.543 (1.849)] 2024-10-18 23:02:28,904 - Train: 86.13% [1077500/1251000] [861.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000169] [CE 3.831 (3.896)] [KD 1.806 (1.846)] 2024-10-18 23:02:40,903 - Train: 86.14% [1077550/1251000] [861.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 3.860 (3.790)] [KD 1.742 (1.843)] 2024-10-18 23:02:52,860 - Train: 86.14% [1077600/1251000] [861.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000169] [CE 3.889 (3.787)] [KD 1.811 (1.828)] 2024-10-18 23:03:04,859 - Train: 86.14% [1077650/1251000] [861.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000169] [CE 3.617 (3.842)] [KD 1.636 (1.844)] 2024-10-18 23:03:16,682 - Train: 86.15% [1077700/1251000] [861.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000168] [CE 3.532 (3.877)] [KD 1.786 (1.882)] 2024-10-18 23:03:28,455 - Train: 86.15% [1077750/1251000] [861.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000168] [CE 3.810 (3.718)] [KD 1.897 (1.823)] 2024-10-18 23:03:40,324 - Train: 86.16% [1077800/1251000] [861.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000168] [CE 4.049 (3.762)] [KD 1.980 (1.827)] 2024-10-18 23:03:52,416 - Train: 86.16% [1077850/1251000] [861.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000168] [CE 4.032 (3.817)] [KD 1.811 (1.829)] 2024-10-18 23:04:04,489 - Train: 86.16% [1077900/1251000] [861.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000168] [CE 3.650 (3.814)] [KD 1.781 (1.854)] 2024-10-18 23:04:16,337 - Train: 86.17% [1077950/1251000] [861.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000168] [CE 3.549 (3.869)] [KD 1.888 (1.881)] 2024-10-18 23:04:28,231 - Train: 86.17% [1078000/1251000] [861.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000168] [CE 3.827 (3.845)] [KD 1.801 (1.837)] 2024-10-18 23:04:40,245 - Train: 86.18% [1078050/1251000] [861.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000168] [CE 3.738 (3.808)] [KD 1.660 (1.842)] 2024-10-18 23:04:52,153 - Train: 86.18% [1078100/1251000] [861.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000168] [CE 4.053 (3.869)] [KD 1.915 (1.877)] 2024-10-18 23:05:04,027 - Train: 86.18% [1078150/1251000] [861.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000168] [CE 3.894 (3.819)] [KD 1.826 (1.846)] 2024-10-18 23:05:16,293 - Train: 86.19% [1078200/1251000] [861.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000168] [CE 4.109 (3.868)] [KD 1.965 (1.848)] 2024-10-18 23:05:28,639 - Train: 86.19% [1078250/1251000] [861.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000168] [CE 3.735 (3.873)] [KD 1.860 (1.871)] 2024-10-18 23:05:40,439 - Train: 86.20% [1078300/1251000] [862.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000167] [CE 4.051 (3.873)] [KD 1.962 (1.880)] 2024-10-18 23:05:52,386 - Train: 86.20% [1078350/1251000] [862.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000167] [CE 3.952 (3.867)] [KD 1.922 (1.873)] 2024-10-18 23:06:07,352 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41081] [top5_cnt 47942] [top_all 50000] 2024-10-18 23:06:07,353 - net: 82.162 (95.884) 2024-10-18 23:06:19,821 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41397] [top5_cnt 48119] [top_all 50000] 2024-10-18 23:06:19,821 - net_E: 82.794 (96.238) 2024-10-18 23:06:19,957 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.794 (epoch: 862)] 2024-10-18 23:06:19,958 - ==> Total time: 3 days, 7:53:00 Eta: 12:47:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:06:35,510 - Train: 86.20% [1078400/1251000] [862.0/1000.0] [batch_t 0.232 (0.261)] [data_t 0.009] [optim_t 0.223] [lr 0.000167] [CE 4.232 (3.908)] [KD 2.085 (1.882)] 2024-10-18 23:06:47,615 - Train: 86.21% [1078450/1251000] [862.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000167] [CE 3.555 (3.825)] [KD 1.861 (1.836)] 2024-10-18 23:07:00,110 - Train: 86.21% [1078500/1251000] [862.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000167] [CE 3.975 (3.822)] [KD 2.014 (1.856)] 2024-10-18 23:07:12,050 - Train: 86.22% [1078550/1251000] [862.2/1000.0] [batch_t 0.275 (0.239)] [data_t 0.009] [optim_t 0.266] [lr 0.000167] [CE 4.092 (3.842)] [KD 1.826 (1.860)] 2024-10-18 23:07:24,814 - Train: 86.22% [1078600/1251000] [862.2/1000.0] [batch_t 0.231 (0.255)] [data_t 0.009] [optim_t 0.223] [lr 0.000167] [CE 4.350 (3.840)] [KD 2.094 (1.864)] 2024-10-18 23:07:37,468 - Train: 86.22% [1078650/1251000] [862.2/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.000167] [CE 3.776 (3.804)] [KD 2.028 (1.835)] 2024-10-18 23:07:49,982 - Train: 86.23% [1078700/1251000] [862.3/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000167] [CE 3.744 (3.897)] [KD 1.775 (1.872)] 2024-10-18 23:08:02,655 - Train: 86.23% [1078750/1251000] [862.3/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.000167] [CE 3.818 (3.868)] [KD 1.869 (1.871)] 2024-10-18 23:08:14,977 - Train: 86.24% [1078800/1251000] [862.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000167] [CE 3.754 (3.822)] [KD 1.764 (1.831)] 2024-10-18 23:08:27,167 - Train: 86.24% [1078850/1251000] [862.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000167] [CE 4.264 (3.866)] [KD 1.920 (1.853)] 2024-10-18 23:08:39,638 - Train: 86.24% [1078900/1251000] [862.4/1000.0] [batch_t 0.381 (0.249)] [data_t 0.009] [optim_t 0.372] [lr 0.000167] [CE 3.690 (3.842)] [KD 1.836 (1.869)] 2024-10-18 23:08:51,606 - Train: 86.25% [1078950/1251000] [862.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000166] [CE 3.811 (3.848)] [KD 1.827 (1.854)] 2024-10-18 23:09:03,624 - Train: 86.25% [1079000/1251000] [862.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000166] [CE 4.101 (3.765)] [KD 1.980 (1.803)] 2024-10-18 23:09:15,549 - Train: 86.25% [1079050/1251000] [862.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000166] [CE 4.048 (3.849)] [KD 1.904 (1.881)] 2024-10-18 23:09:27,796 - Train: 86.26% [1079100/1251000] [862.6/1000.0] [batch_t 0.388 (0.245)] [data_t 0.009] [optim_t 0.379] [lr 0.000166] [CE 3.451 (3.786)] [KD 1.635 (1.826)] 2024-10-18 23:09:39,618 - Train: 86.26% [1079150/1251000] [862.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000166] [CE 4.392 (3.942)] [KD 1.994 (1.899)] 2024-10-18 23:09:51,322 - Train: 86.27% [1079200/1251000] [862.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000166] [CE 3.553 (3.857)] [KD 1.777 (1.852)] 2024-10-18 23:10:03,343 - Train: 86.27% [1079250/1251000] [862.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000166] [CE 3.994 (3.832)] [KD 1.889 (1.837)] 2024-10-18 23:10:15,526 - Train: 86.27% [1079300/1251000] [862.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000166] [CE 3.410 (3.881)] [KD 1.670 (1.881)] 2024-10-18 23:10:27,453 - Train: 86.28% [1079350/1251000] [862.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000166] [CE 3.483 (3.833)] [KD 1.863 (1.871)] 2024-10-18 23:10:39,249 - Train: 86.28% [1079400/1251000] [862.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000166] [CE 4.084 (3.811)] [KD 2.007 (1.846)] 2024-10-18 23:10:51,420 - Train: 86.29% [1079450/1251000] [862.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000166] [CE 4.233 (3.875)] [KD 1.997 (1.868)] 2024-10-18 23:11:03,717 - Train: 86.29% [1079500/1251000] [862.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000166] [CE 3.762 (3.864)] [KD 1.771 (1.863)] 2024-10-18 23:11:15,522 - Train: 86.29% [1079550/1251000] [862.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000166] [CE 3.547 (3.862)] [KD 1.740 (1.860)] 2024-10-18 23:11:27,456 - Train: 86.30% [1079600/1251000] [863.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000165] [CE 3.020 (3.806)] [KD 1.481 (1.844)] 2024-10-18 23:11:42,541 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41022] [top5_cnt 47958] [top_all 50000] 2024-10-18 23:11:42,541 - net: 82.044 (95.916) 2024-10-18 23:11:54,578 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41409] [top5_cnt 48120] [top_all 50000] 2024-10-18 23:11:54,579 - net_E: 82.818 (96.240) 2024-10-18 23:11:54,708 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.818 (epoch: 863)] 2024-10-18 23:11:54,708 - ==> Total time: 3 days, 7:58:35 Eta: 12:41:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:12:09,118 - Train: 86.30% [1079650/1251000] [863.0/1000.0] [batch_t 0.230 (0.270)] [data_t 0.009] [optim_t 0.222] [lr 0.000165] [CE 3.589 (3.794)] [KD 1.752 (1.813)] 2024-10-18 23:12:21,208 - Train: 86.31% [1079700/1251000] [863.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000165] [CE 4.091 (3.827)] [KD 1.986 (1.844)] 2024-10-18 23:12:33,489 - Train: 86.31% [1079750/1251000] [863.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000165] [CE 3.874 (3.840)] [KD 1.860 (1.849)] 2024-10-18 23:12:45,244 - Train: 86.31% [1079800/1251000] [863.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000165] [CE 3.509 (3.842)] [KD 1.643 (1.847)] 2024-10-18 23:12:57,417 - Train: 86.32% [1079850/1251000] [863.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000165] [CE 4.321 (3.817)] [KD 2.051 (1.830)] 2024-10-18 23:13:09,287 - Train: 86.32% [1079900/1251000] [863.2/1000.0] [batch_t 0.370 (0.237)] [data_t 0.009] [optim_t 0.361] [lr 0.000165] [CE 3.682 (3.790)] [KD 1.885 (1.821)] 2024-10-18 23:13:21,263 - Train: 86.33% [1079950/1251000] [863.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000165] [CE 3.732 (3.858)] [KD 1.820 (1.854)] 2024-10-18 23:13:33,020 - Train: 86.33% [1080000/1251000] [863.3/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000165] [CE 3.707 (3.819)] [KD 1.699 (1.842)] 2024-10-18 23:13:45,115 - Train: 86.33% [1080050/1251000] [863.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000165] [CE 3.751 (3.893)] [KD 1.828 (1.871)] 2024-10-18 23:13:56,981 - Train: 86.34% [1080100/1251000] [863.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000165] [CE 4.215 (3.828)] [KD 1.943 (1.847)] 2024-10-18 23:14:09,162 - Train: 86.34% [1080150/1251000] [863.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000165] [CE 4.031 (3.774)] [KD 2.048 (1.824)] 2024-10-18 23:14:20,919 - Train: 86.35% [1080200/1251000] [863.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000165] [CE 3.781 (3.823)] [KD 1.833 (1.865)] 2024-10-18 23:14:32,924 - Train: 86.35% [1080250/1251000] [863.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000164] [CE 4.142 (3.839)] [KD 2.087 (1.856)] 2024-10-18 23:14:44,714 - Train: 86.35% [1080300/1251000] [863.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000164] [CE 3.601 (3.782)] [KD 1.662 (1.798)] 2024-10-18 23:14:56,665 - Train: 86.36% [1080350/1251000] [863.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000164] [CE 3.354 (3.813)] [KD 1.592 (1.833)] 2024-10-18 23:15:08,836 - Train: 86.36% [1080400/1251000] [863.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000164] [CE 4.209 (3.921)] [KD 2.090 (1.881)] 2024-10-18 23:15:20,884 - Train: 86.37% [1080450/1251000] [863.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000164] [CE 4.156 (3.830)] [KD 1.974 (1.856)] 2024-10-18 23:15:32,660 - Train: 86.37% [1080500/1251000] [863.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000164] [CE 3.743 (3.843)] [KD 1.687 (1.856)] 2024-10-18 23:15:44,915 - Train: 86.37% [1080550/1251000] [863.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000164] [CE 4.068 (3.912)] [KD 2.063 (1.887)] 2024-10-18 23:15:56,633 - Train: 86.38% [1080600/1251000] [863.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000164] [CE 3.268 (3.849)] [KD 1.453 (1.874)] 2024-10-18 23:16:08,493 - Train: 86.38% [1080650/1251000] [863.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000164] [CE 3.663 (3.860)] [KD 1.755 (1.848)] 2024-10-18 23:16:20,545 - Train: 86.39% [1080700/1251000] [863.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000164] [CE 3.739 (3.814)] [KD 1.870 (1.844)] 2024-10-18 23:16:33,039 - Train: 86.39% [1080750/1251000] [863.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000164] [CE 3.603 (3.874)] [KD 1.629 (1.868)] 2024-10-18 23:16:44,900 - Train: 86.39% [1080800/1251000] [863.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000164] [CE 3.979 (3.941)] [KD 1.918 (1.886)] 2024-10-18 23:16:57,103 - Train: 86.40% [1080850/1251000] [864.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000164] [CE 3.811 (3.794)] [KD 1.882 (1.839)] 2024-10-18 23:17:12,144 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41013] [top5_cnt 47918] [top_all 50000] 2024-10-18 23:17:12,144 - net: 82.026 (95.836) 2024-10-18 23:17:24,393 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41396] [top5_cnt 48119] [top_all 50000] 2024-10-18 23:17:24,393 - net_E: 82.792 (96.238) 2024-10-18 23:17:24,537 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.818 (epoch: 863)] 2024-10-18 23:17:24,537 - ==> Total time: 3 days, 8:04:05 Eta: 12:36:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:17:36,919 - Train: 86.40% [1080900/1251000] [864.0/1000.0] [batch_t 0.234 (0.308)] [data_t 0.009] [optim_t 0.225] [lr 0.000163] [CE 3.943 (3.856)] [KD 1.790 (1.867)] 2024-10-18 23:17:49,400 - Train: 86.41% [1080950/1251000] [864.1/1000.0] [batch_t 0.421 (0.249)] [data_t 0.009] [optim_t 0.412] [lr 0.000163] [CE 4.019 (3.829)] [KD 1.983 (1.832)] 2024-10-18 23:18:01,455 - Train: 86.41% [1081000/1251000] [864.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000163] [CE 3.817 (3.857)] [KD 1.857 (1.873)] 2024-10-18 23:18:13,297 - Train: 86.41% [1081050/1251000] [864.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000163] [CE 3.813 (3.816)] [KD 1.807 (1.834)] 2024-10-18 23:18:25,046 - Train: 86.42% [1081100/1251000] [864.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000163] [CE 4.134 (3.904)] [KD 2.126 (1.867)] 2024-10-18 23:18:37,145 - Train: 86.42% [1081150/1251000] [864.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.015] [optim_t 0.223] [lr 0.000163] [CE 3.481 (3.840)] [KD 1.673 (1.844)] 2024-10-18 23:18:49,319 - Train: 86.43% [1081200/1251000] [864.3/1000.0] [batch_t 0.268 (0.243)] [data_t 0.044] [optim_t 0.224] [lr 0.000163] [CE 3.790 (3.864)] [KD 1.755 (1.855)] 2024-10-18 23:19:01,598 - Train: 86.43% [1081250/1251000] [864.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000163] [CE 3.500 (3.782)] [KD 1.640 (1.827)] 2024-10-18 23:19:13,720 - Train: 86.43% [1081300/1251000] [864.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000163] [CE 3.774 (3.782)] [KD 1.807 (1.806)] 2024-10-18 23:19:25,843 - Train: 86.44% [1081350/1251000] [864.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000163] [CE 3.722 (3.786)] [KD 1.845 (1.828)] 2024-10-18 23:19:37,956 - Train: 86.44% [1081400/1251000] [864.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000163] [CE 3.556 (3.797)] [KD 1.614 (1.828)] 2024-10-18 23:19:49,918 - Train: 86.45% [1081450/1251000] [864.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000163] [CE 4.393 (3.807)] [KD 2.064 (1.824)] 2024-10-18 23:20:02,112 - Train: 86.45% [1081500/1251000] [864.5/1000.0] [batch_t 0.564 (0.244)] [data_t 0.342] [optim_t 0.222] [lr 0.000163] [CE 4.010 (3.844)] [KD 1.805 (1.844)] 2024-10-18 23:20:13,881 - Train: 86.45% [1081550/1251000] [864.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000162] [CE 4.057 (3.915)] [KD 1.885 (1.869)] 2024-10-18 23:20:26,489 - Train: 86.46% [1081600/1251000] [864.6/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000162] [CE 3.210 (3.799)] [KD 1.464 (1.819)] 2024-10-18 23:20:38,414 - Train: 86.46% [1081650/1251000] [864.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000162] [CE 3.824 (3.850)] [KD 1.909 (1.861)] 2024-10-18 23:20:50,199 - Train: 86.47% [1081700/1251000] [864.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000162] [CE 3.415 (3.849)] [KD 1.688 (1.856)] 2024-10-18 23:21:02,126 - Train: 86.47% [1081750/1251000] [864.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000162] [CE 4.118 (3.795)] [KD 2.019 (1.859)] 2024-10-18 23:21:14,357 - Train: 86.47% [1081800/1251000] [864.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000162] [CE 3.596 (3.818)] [KD 1.648 (1.819)] 2024-10-18 23:21:26,218 - Train: 86.48% [1081850/1251000] [864.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000162] [CE 4.070 (3.840)] [KD 2.056 (1.835)] 2024-10-18 23:21:38,173 - Train: 86.48% [1081900/1251000] [864.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000162] [CE 3.977 (3.888)] [KD 1.827 (1.861)] 2024-10-18 23:21:50,281 - Train: 86.49% [1081950/1251000] [864.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000162] [CE 3.810 (3.776)] [KD 1.857 (1.804)] 2024-10-18 23:22:02,547 - Train: 86.49% [1082000/1251000] [864.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000162] [CE 4.278 (3.843)] [KD 2.097 (1.836)] 2024-10-18 23:22:14,722 - Train: 86.49% [1082050/1251000] [864.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000162] [CE 4.254 (3.800)] [KD 2.089 (1.826)] 2024-10-18 23:22:26,547 - Train: 86.50% [1082100/1251000] [865.0/1000.0] [batch_t 0.281 (0.236)] [data_t 0.020] [optim_t 0.261] [lr 0.000162] [CE 3.988 (3.847)] [KD 1.923 (1.830)] 2024-10-18 23:22:41,888 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 40973] [top5_cnt 47974] [top_all 50000] 2024-10-18 23:22:41,889 - net: 81.946 (95.948) 2024-10-18 23:22:53,985 - Test (net_E): 100.00% [50/50] [batch_t 0.099 (0.234)] [top1_cnt 41407] [top5_cnt 48119] [top_all 50000] 2024-10-18 23:22:53,986 - net_E: 82.814 (96.238) 2024-10-18 23:22:54,142 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.818 (epoch: 863)] 2024-10-18 23:22:54,142 - ==> Total time: 3 days, 8:09:34 Eta: 12:30:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:23:06,262 - Train: 86.50% [1082150/1251000] [865.0/1000.0] [batch_t 0.231 (0.300)] [data_t 0.009] [optim_t 0.222] [lr 0.000162] [CE 4.080 (3.911)] [KD 1.993 (1.879)] 2024-10-18 23:23:18,613 - Train: 86.51% [1082200/1251000] [865.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000161] [CE 4.150 (3.830)] [KD 2.201 (1.841)] 2024-10-18 23:23:30,846 - Train: 86.51% [1082250/1251000] [865.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000161] [CE 3.955 (3.762)] [KD 1.806 (1.808)] 2024-10-18 23:23:42,804 - Train: 86.51% [1082300/1251000] [865.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000161] [CE 3.656 (3.878)] [KD 1.831 (1.865)] 2024-10-18 23:23:54,524 - Train: 86.52% [1082350/1251000] [865.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000161] [CE 3.983 (3.857)] [KD 1.944 (1.846)] 2024-10-18 23:24:06,623 - Train: 86.52% [1082400/1251000] [865.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000161] [CE 3.799 (3.812)] [KD 1.732 (1.823)] 2024-10-18 23:24:18,369 - Train: 86.53% [1082450/1251000] [865.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000161] [CE 3.841 (3.805)] [KD 1.747 (1.823)] 2024-10-18 23:24:30,700 - Train: 86.53% [1082500/1251000] [865.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000161] [CE 3.564 (3.735)] [KD 1.717 (1.779)] 2024-10-18 23:24:42,958 - Train: 86.53% [1082550/1251000] [865.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000161] [CE 4.273 (3.810)] [KD 2.030 (1.819)] 2024-10-18 23:24:54,988 - Train: 86.54% [1082600/1251000] [865.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000161] [CE 4.166 (3.896)] [KD 2.069 (1.864)] 2024-10-18 23:25:06,937 - Train: 86.54% [1082650/1251000] [865.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000161] [CE 3.658 (3.817)] [KD 1.704 (1.829)] 2024-10-18 23:25:19,151 - Train: 86.55% [1082700/1251000] [865.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000161] [CE 3.377 (3.824)] [KD 1.615 (1.821)] 2024-10-18 23:25:31,517 - Train: 86.55% [1082750/1251000] [865.5/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000161] [CE 3.853 (3.748)] [KD 1.786 (1.804)] 2024-10-18 23:25:43,690 - Train: 86.55% [1082800/1251000] [865.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000161] [CE 4.069 (3.819)] [KD 2.009 (1.829)] 2024-10-18 23:25:56,165 - Train: 86.56% [1082850/1251000] [865.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000160] [CE 3.583 (3.799)] [KD 1.706 (1.827)] 2024-10-18 23:26:08,371 - Train: 86.56% [1082900/1251000] [865.6/1000.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.247] [lr 0.000160] [CE 3.938 (3.864)] [KD 1.802 (1.865)] 2024-10-18 23:26:20,852 - Train: 86.57% [1082950/1251000] [865.7/1000.0] [batch_t 0.279 (0.250)] [data_t 0.009] [optim_t 0.270] [lr 0.000160] [CE 3.358 (3.868)] [KD 1.573 (1.879)] 2024-10-18 23:26:33,240 - Train: 86.57% [1083000/1251000] [865.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000160] [CE 4.072 (3.848)] [KD 2.023 (1.846)] 2024-10-18 23:26:45,452 - Train: 86.57% [1083050/1251000] [865.7/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000160] [CE 3.969 (3.770)] [KD 1.894 (1.809)] 2024-10-18 23:26:57,682 - Train: 86.58% [1083100/1251000] [865.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000160] [CE 3.704 (3.887)] [KD 1.707 (1.865)] 2024-10-18 23:27:09,779 - Train: 86.58% [1083150/1251000] [865.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000160] [CE 3.939 (3.843)] [KD 1.818 (1.854)] 2024-10-18 23:27:22,390 - Train: 86.59% [1083200/1251000] [865.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000160] [CE 3.567 (3.798)] [KD 1.723 (1.822)] 2024-10-18 23:27:34,569 - Train: 86.59% [1083250/1251000] [865.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000160] [CE 3.616 (3.798)] [KD 1.766 (1.808)] 2024-10-18 23:27:46,989 - Train: 86.59% [1083300/1251000] [865.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000160] [CE 4.476 (3.820)] [KD 2.209 (1.843)] 2024-10-18 23:27:59,175 - Train: 86.60% [1083350/1251000] [866.0/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000160] [CE 3.656 (3.862)] [KD 1.668 (1.860)] 2024-10-18 23:28:15,364 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40967] [top5_cnt 47936] [top_all 50000] 2024-10-18 23:28:15,365 - net: 81.934 (95.872) 2024-10-18 23:28:27,730 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41429] [top5_cnt 48122] [top_all 50000] 2024-10-18 23:28:27,731 - net_E: 82.858 (96.244) 2024-10-18 23:28:27,873 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.858 (epoch: 866)] 2024-10-18 23:28:27,873 - ==> Total time: 3 days, 8:15:08 Eta: 12:25:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:28:41,419 - Train: 86.60% [1083400/1251000] [866.0/1000.0] [batch_t 0.243 (0.266)] [data_t 0.009] [optim_t 0.234] [lr 0.000160] [CE 3.519 (3.846)] [KD 1.692 (1.860)] 2024-10-18 23:28:53,711 - Train: 86.61% [1083450/1251000] [866.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000160] [CE 3.913 (3.809)] [KD 1.969 (1.825)] 2024-10-18 23:29:05,859 - Train: 86.61% [1083500/1251000] [866.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000159] [CE 3.666 (3.873)] [KD 1.758 (1.857)] 2024-10-18 23:29:18,004 - Train: 86.61% [1083550/1251000] [866.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000159] [CE 4.034 (3.840)] [KD 2.008 (1.826)] 2024-10-18 23:29:29,799 - Train: 86.62% [1083600/1251000] [866.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000159] [CE 3.479 (3.802)] [KD 1.697 (1.836)] 2024-10-18 23:29:41,883 - Train: 86.62% [1083650/1251000] [866.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000159] [CE 3.510 (3.805)] [KD 1.680 (1.835)] 2024-10-18 23:29:53,821 - Train: 86.63% [1083700/1251000] [866.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000159] [CE 3.818 (3.824)] [KD 2.038 (1.845)] 2024-10-18 23:30:05,863 - Train: 86.63% [1083750/1251000] [866.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000159] [CE 3.801 (3.791)] [KD 1.798 (1.824)] 2024-10-18 23:30:17,705 - Train: 86.63% [1083800/1251000] [866.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000159] [CE 4.045 (3.794)] [KD 2.019 (1.818)] 2024-10-18 23:30:29,762 - Train: 86.64% [1083850/1251000] [866.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000159] [CE 4.091 (3.813)] [KD 1.986 (1.831)] 2024-10-18 23:30:41,866 - Train: 86.64% [1083900/1251000] [866.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000159] [CE 3.326 (3.812)] [KD 1.576 (1.822)] 2024-10-18 23:30:53,715 - Train: 86.65% [1083950/1251000] [866.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000159] [CE 3.665 (3.768)] [KD 1.679 (1.789)] 2024-10-18 23:31:05,483 - Train: 86.65% [1084000/1251000] [866.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000159] [CE 3.652 (3.806)] [KD 1.829 (1.827)] 2024-10-18 23:31:17,533 - Train: 86.65% [1084050/1251000] [866.5/1000.0] [batch_t 0.366 (0.241)] [data_t 0.009] [optim_t 0.357] [lr 0.000159] [CE 3.733 (3.779)] [KD 1.774 (1.809)] 2024-10-18 23:31:29,475 - Train: 86.66% [1084100/1251000] [866.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000159] [CE 3.841 (3.832)] [KD 1.875 (1.845)] 2024-10-18 23:31:41,482 - Train: 86.66% [1084150/1251000] [866.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000158] [CE 3.406 (3.847)] [KD 1.670 (1.840)] 2024-10-18 23:31:53,429 - Train: 86.67% [1084200/1251000] [866.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000158] [CE 4.402 (3.761)] [KD 2.091 (1.814)] 2024-10-18 23:32:05,331 - Train: 86.67% [1084250/1251000] [866.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000158] [CE 3.941 (3.847)] [KD 1.940 (1.842)] 2024-10-18 23:32:17,398 - Train: 86.67% [1084300/1251000] [866.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000158] [CE 3.397 (3.843)] [KD 1.662 (1.849)] 2024-10-18 23:32:29,268 - Train: 86.68% [1084350/1251000] [866.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000158] [CE 4.079 (3.899)] [KD 2.024 (1.851)] 2024-10-18 23:32:41,225 - Train: 86.68% [1084400/1251000] [866.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000158] [CE 3.576 (3.769)] [KD 1.745 (1.803)] 2024-10-18 23:32:53,335 - Train: 86.69% [1084450/1251000] [866.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000158] [CE 4.000 (3.718)] [KD 1.832 (1.787)] 2024-10-18 23:33:05,419 - Train: 86.69% [1084500/1251000] [866.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000158] [CE 4.003 (3.840)] [KD 2.002 (1.846)] 2024-10-18 23:33:17,301 - Train: 86.69% [1084550/1251000] [866.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000158] [CE 3.937 (3.836)] [KD 1.908 (1.831)] 2024-10-18 23:33:29,202 - Train: 86.70% [1084600/1251000] [867.0/1000.0] [batch_t 0.278 (0.238)] [data_t 0.009] [optim_t 0.269] [lr 0.000158] [CE 4.044 (3.811)] [KD 1.829 (1.824)] 2024-10-18 23:33:45,332 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40958] [top5_cnt 47938] [top_all 50000] 2024-10-18 23:33:45,333 - net: 81.916 (95.876) 2024-10-18 23:33:57,480 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41411] [top5_cnt 48130] [top_all 50000] 2024-10-18 23:33:57,480 - net_E: 82.822 (96.260) 2024-10-18 23:33:57,613 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.858 (epoch: 866)] 2024-10-18 23:33:57,614 - ==> Total time: 3 days, 8:20:38 Eta: 12:19:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:34:09,607 - Train: 86.70% [1084650/1251000] [867.0/1000.0] [batch_t 0.235 (0.308)] [data_t 0.009] [optim_t 0.226] [lr 0.000158] [CE 3.489 (3.783)] [KD 1.644 (1.795)] 2024-10-18 23:34:22,105 - Train: 86.71% [1084700/1251000] [867.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000158] [CE 3.993 (3.913)] [KD 1.926 (1.862)] 2024-10-18 23:34:33,956 - Train: 86.71% [1084750/1251000] [867.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000158] [CE 4.072 (3.794)] [KD 2.021 (1.819)] 2024-10-18 23:34:45,857 - Train: 86.71% [1084800/1251000] [867.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000157] [CE 4.098 (3.875)] [KD 1.897 (1.845)] 2024-10-18 23:34:57,940 - Train: 86.72% [1084850/1251000] [867.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000157] [CE 3.325 (3.834)] [KD 1.552 (1.827)] 2024-10-18 23:35:09,812 - Train: 86.72% [1084900/1251000] [867.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000157] [CE 3.561 (3.764)] [KD 1.735 (1.821)] 2024-10-18 23:35:21,582 - Train: 86.73% [1084950/1251000] [867.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000157] [CE 3.763 (3.721)] [KD 1.760 (1.795)] 2024-10-18 23:35:33,370 - Train: 86.73% [1085000/1251000] [867.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000157] [CE 4.066 (3.786)] [KD 1.857 (1.811)] 2024-10-18 23:35:45,570 - Train: 86.73% [1085050/1251000] [867.3/1000.0] [batch_t 0.376 (0.244)] [data_t 0.009] [optim_t 0.367] [lr 0.000157] [CE 4.130 (3.838)] [KD 1.907 (1.833)] 2024-10-18 23:35:57,547 - Train: 86.74% [1085100/1251000] [867.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000157] [CE 4.068 (3.825)] [KD 1.878 (1.837)] 2024-10-18 23:36:09,487 - Train: 86.74% [1085150/1251000] [867.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000157] [CE 4.039 (3.819)] [KD 2.070 (1.832)] 2024-10-18 23:36:21,318 - Train: 86.75% [1085200/1251000] [867.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000157] [CE 3.378 (3.811)] [KD 1.615 (1.816)] 2024-10-18 23:36:33,170 - Train: 86.75% [1085250/1251000] [867.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000157] [CE 4.012 (3.857)] [KD 1.940 (1.839)] 2024-10-18 23:36:45,282 - Train: 86.75% [1085300/1251000] [867.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000157] [CE 4.153 (3.868)] [KD 2.039 (1.841)] 2024-10-18 23:36:57,323 - Train: 86.76% [1085350/1251000] [867.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000157] [CE 3.703 (3.873)] [KD 1.732 (1.860)] 2024-10-18 23:37:09,167 - Train: 86.76% [1085400/1251000] [867.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000157] [CE 4.279 (3.808)] [KD 2.069 (1.819)] 2024-10-18 23:37:21,200 - Train: 86.77% [1085450/1251000] [867.7/1000.0] [batch_t 0.262 (0.241)] [data_t 0.009] [optim_t 0.253] [lr 0.000156] [CE 3.762 (3.823)] [KD 1.930 (1.832)] 2024-10-18 23:37:33,210 - Train: 86.77% [1085500/1251000] [867.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000156] [CE 4.080 (3.872)] [KD 1.994 (1.864)] 2024-10-18 23:37:45,315 - Train: 86.77% [1085550/1251000] [867.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000156] [CE 4.099 (3.815)] [KD 1.880 (1.844)] 2024-10-18 23:37:57,355 - Train: 86.78% [1085600/1251000] [867.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000156] [CE 3.902 (3.800)] [KD 1.871 (1.808)] 2024-10-18 23:38:09,631 - Train: 86.78% [1085650/1251000] [867.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000156] [CE 3.445 (3.842)] [KD 1.635 (1.842)] 2024-10-18 23:38:22,181 - Train: 86.79% [1085700/1251000] [867.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000156] [CE 3.392 (3.807)] [KD 1.693 (1.825)] 2024-10-18 23:38:33,973 - Train: 86.79% [1085750/1251000] [867.9/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000156] [CE 4.285 (3.904)] [KD 2.006 (1.863)] 2024-10-18 23:38:45,765 - Train: 86.79% [1085800/1251000] [867.9/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000156] [CE 3.849 (3.774)] [KD 1.859 (1.804)] 2024-10-18 23:38:57,669 - Train: 86.80% [1085850/1251000] [868.0/1000.0] [batch_t 0.268 (0.238)] [data_t 0.009] [optim_t 0.259] [lr 0.000156] [CE 3.882 (3.893)] [KD 1.985 (1.849)] 2024-10-18 23:39:14,374 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41026] [top5_cnt 47977] [top_all 50000] 2024-10-18 23:39:14,374 - net: 82.052 (95.954) 2024-10-18 23:39:26,622 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41413] [top5_cnt 48133] [top_all 50000] 2024-10-18 23:39:26,623 - net_E: 82.826 (96.266) 2024-10-18 23:39:26,787 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.858 (epoch: 866)] 2024-10-18 23:39:26,787 - ==> Total time: 3 days, 8:26:07 Eta: 12:13:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:39:38,254 - Train: 86.80% [1085900/1251000] [868.0/1000.0] [batch_t 0.232 (0.318)] [data_t 0.009] [optim_t 0.223] [lr 0.000156] [CE 3.880 (3.847)] [KD 1.787 (1.830)] 2024-10-18 23:39:50,555 - Train: 86.81% [1085950/1251000] [868.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000156] [CE 3.682 (3.772)] [KD 1.870 (1.803)] 2024-10-18 23:40:02,627 - Train: 86.81% [1086000/1251000] [868.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000156] [CE 3.561 (3.713)] [KD 1.627 (1.764)] 2024-10-18 23:40:14,532 - Train: 86.81% [1086050/1251000] [868.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000156] [CE 3.411 (3.836)] [KD 1.565 (1.833)] 2024-10-18 23:40:26,501 - Train: 86.82% [1086100/1251000] [868.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000156] [CE 3.825 (3.823)] [KD 1.892 (1.846)] 2024-10-18 23:40:38,513 - Train: 86.82% [1086150/1251000] [868.2/1000.0] [batch_t 0.364 (0.240)] [data_t 0.009] [optim_t 0.355] [lr 0.000155] [CE 4.050 (3.817)] [KD 2.074 (1.833)] 2024-10-18 23:40:50,328 - Train: 86.83% [1086200/1251000] [868.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000155] [CE 3.603 (3.899)] [KD 1.763 (1.860)] 2024-10-18 23:41:02,226 - Train: 86.83% [1086250/1251000] [868.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000155] [CE 3.559 (3.835)] [KD 1.684 (1.841)] 2024-10-18 23:41:14,284 - Train: 86.83% [1086300/1251000] [868.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000155] [CE 4.523 (3.806)] [KD 2.264 (1.830)] 2024-10-18 23:41:26,300 - Train: 86.84% [1086350/1251000] [868.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000155] [CE 3.782 (3.797)] [KD 1.654 (1.797)] 2024-10-18 23:41:38,211 - Train: 86.84% [1086400/1251000] [868.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000155] [CE 4.254 (3.814)] [KD 1.818 (1.835)] 2024-10-18 23:41:50,169 - Train: 86.85% [1086450/1251000] [868.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000155] [CE 3.336 (3.807)] [KD 1.622 (1.829)] 2024-10-18 23:42:02,041 - Train: 86.85% [1086500/1251000] [868.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000155] [CE 3.508 (3.716)] [KD 1.760 (1.767)] 2024-10-18 23:42:13,967 - Train: 86.85% [1086550/1251000] [868.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000155] [CE 3.484 (3.855)] [KD 1.552 (1.837)] 2024-10-18 23:42:26,001 - Train: 86.86% [1086600/1251000] [868.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000155] [CE 3.743 (3.844)] [KD 1.878 (1.859)] 2024-10-18 23:42:37,976 - Train: 86.86% [1086650/1251000] [868.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000155] [CE 3.977 (3.868)] [KD 1.985 (1.826)] 2024-10-18 23:42:49,886 - Train: 86.87% [1086700/1251000] [868.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000155] [CE 3.649 (3.765)] [KD 1.773 (1.822)] 2024-10-18 23:43:01,837 - Train: 86.87% [1086750/1251000] [868.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000155] [CE 3.898 (3.822)] [KD 1.763 (1.829)] 2024-10-18 23:43:13,651 - Train: 86.87% [1086800/1251000] [868.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000154] [CE 4.141 (3.834)] [KD 1.994 (1.829)] 2024-10-18 23:43:25,562 - Train: 86.88% [1086850/1251000] [868.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000154] [CE 3.494 (3.813)] [KD 1.725 (1.802)] 2024-10-18 23:43:37,501 - Train: 86.88% [1086900/1251000] [868.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000154] [CE 3.629 (3.787)] [KD 1.676 (1.801)] 2024-10-18 23:43:49,615 - Train: 86.89% [1086950/1251000] [868.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000154] [CE 4.028 (3.889)] [KD 1.871 (1.860)] 2024-10-18 23:44:01,567 - Train: 86.89% [1087000/1251000] [868.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000154] [CE 3.765 (3.781)] [KD 1.725 (1.801)] 2024-10-18 23:44:13,489 - Train: 86.89% [1087050/1251000] [868.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000154] [CE 4.345 (3.913)] [KD 2.020 (1.864)] 2024-10-18 23:44:25,400 - Train: 86.90% [1087100/1251000] [869.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000154] [CE 3.926 (3.799)] [KD 1.887 (1.826)] 2024-10-18 23:44:41,872 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40983] [top5_cnt 47999] [top_all 50000] 2024-10-18 23:44:41,873 - net: 81.966 (95.998) 2024-10-18 23:44:53,948 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41442] [top5_cnt 48140] [top_all 50000] 2024-10-18 23:44:53,948 - net_E: 82.884 (96.280) 2024-10-18 23:44:54,095 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.884 (epoch: 869)] 2024-10-18 23:44:54,096 - ==> Total time: 3 days, 8:31:34 Eta: 12:08:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:45:06,924 - Train: 86.90% [1087150/1251000] [869.0/1000.0] [batch_t 0.233 (0.272)] [data_t 0.009] [optim_t 0.224] [lr 0.000154] [CE 3.997 (3.839)] [KD 1.802 (1.806)] 2024-10-18 23:45:19,071 - Train: 86.91% [1087200/1251000] [869.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000154] [CE 4.197 (3.809)] [KD 1.999 (1.806)] 2024-10-18 23:45:31,344 - Train: 86.91% [1087250/1251000] [869.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000154] [CE 3.696 (3.804)] [KD 1.776 (1.808)] 2024-10-18 23:45:43,191 - Train: 86.91% [1087300/1251000] [869.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000154] [CE 3.967 (3.861)] [KD 1.954 (1.848)] 2024-10-18 23:45:54,915 - Train: 86.92% [1087350/1251000] [869.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000154] [CE 3.684 (3.773)] [KD 1.738 (1.792)] 2024-10-18 23:46:06,722 - Train: 86.92% [1087400/1251000] [869.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000154] [CE 4.080 (3.837)] [KD 2.004 (1.825)] 2024-10-18 23:46:18,682 - Train: 86.93% [1087450/1251000] [869.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000154] [CE 3.692 (3.822)] [KD 1.791 (1.825)] 2024-10-18 23:46:30,779 - Train: 86.93% [1087500/1251000] [869.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 3.557 (3.869)] [KD 1.617 (1.827)] 2024-10-18 23:46:42,751 - Train: 86.93% [1087550/1251000] [869.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000153] [CE 3.266 (3.796)] [KD 1.563 (1.832)] 2024-10-18 23:46:54,658 - Train: 86.94% [1087600/1251000] [869.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 4.172 (3.802)] [KD 1.831 (1.808)] 2024-10-18 23:47:06,643 - Train: 86.94% [1087650/1251000] [869.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 3.326 (3.854)] [KD 1.655 (1.828)] 2024-10-18 23:47:18,677 - Train: 86.95% [1087700/1251000] [869.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 4.015 (3.839)] [KD 1.986 (1.836)] 2024-10-18 23:47:30,583 - Train: 86.95% [1087750/1251000] [869.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000153] [CE 3.058 (3.866)] [KD 1.442 (1.852)] 2024-10-18 23:47:42,431 - Train: 86.95% [1087800/1251000] [869.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 3.911 (3.857)] [KD 1.844 (1.829)] 2024-10-18 23:47:54,724 - Train: 86.96% [1087850/1251000] [869.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000153] [CE 3.896 (3.824)] [KD 1.990 (1.817)] 2024-10-18 23:48:06,752 - Train: 86.96% [1087900/1251000] [869.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000153] [CE 4.102 (3.877)] [KD 2.035 (1.859)] 2024-10-18 23:48:18,480 - Train: 86.97% [1087950/1251000] [869.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 4.142 (3.785)] [KD 1.980 (1.795)] 2024-10-18 23:48:30,388 - Train: 86.97% [1088000/1251000] [869.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000153] [CE 3.958 (3.817)] [KD 1.969 (1.817)] 2024-10-18 23:48:42,427 - Train: 86.97% [1088050/1251000] [869.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000153] [CE 4.127 (3.852)] [KD 2.018 (1.831)] 2024-10-18 23:48:54,292 - Train: 86.98% [1088100/1251000] [869.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000153] [CE 3.973 (3.855)] [KD 1.821 (1.848)] 2024-10-18 23:49:06,377 - Train: 86.98% [1088150/1251000] [869.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000152] [CE 3.593 (3.822)] [KD 1.612 (1.830)] 2024-10-18 23:49:18,256 - Train: 86.99% [1088200/1251000] [869.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000152] [CE 3.608 (3.853)] [KD 1.657 (1.837)] 2024-10-18 23:49:30,272 - Train: 86.99% [1088250/1251000] [869.9/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.000152] [CE 3.678 (3.794)] [KD 1.725 (1.813)] 2024-10-18 23:49:42,622 - Train: 86.99% [1088300/1251000] [869.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000152] [CE 3.760 (3.776)] [KD 1.825 (1.793)] 2024-10-18 23:49:54,473 - Train: 87.00% [1088350/1251000] [870.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000152] [CE 4.455 (3.848)] [KD 2.316 (1.840)] 2024-10-18 23:50:11,605 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40945] [top5_cnt 47966] [top_all 50000] 2024-10-18 23:50:11,605 - net: 81.890 (95.932) 2024-10-18 23:50:23,497 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.230)] [top1_cnt 41440] [top5_cnt 48145] [top_all 50000] 2024-10-18 23:50:23,498 - net_E: 82.880 (96.290) 2024-10-18 23:50:23,673 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.884 (epoch: 869)] 2024-10-18 23:50:23,673 - ==> Total time: 3 days, 8:37:04 Eta: 12:02:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:50:35,988 - Train: 87.00% [1088400/1251000] [870.0/1000.0] [batch_t 0.233 (0.272)] [data_t 0.009] [optim_t 0.224] [lr 0.000152] [CE 3.959 (3.813)] [KD 1.945 (1.822)] 2024-10-18 23:50:48,385 - Train: 87.01% [1088450/1251000] [870.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000152] [CE 3.234 (3.708)] [KD 1.476 (1.763)] 2024-10-18 23:51:00,356 - Train: 87.01% [1088500/1251000] [870.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000152] [CE 3.899 (3.848)] [KD 1.821 (1.845)] 2024-10-18 23:51:12,480 - Train: 87.01% [1088550/1251000] [870.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000152] [CE 4.106 (3.838)] [KD 1.957 (1.848)] 2024-10-18 23:51:24,473 - Train: 87.02% [1088600/1251000] [870.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000152] [CE 3.633 (3.839)] [KD 1.764 (1.839)] 2024-10-18 23:51:36,539 - Train: 87.02% [1088650/1251000] [870.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000152] [CE 3.313 (3.743)] [KD 1.610 (1.805)] 2024-10-18 23:51:48,488 - Train: 87.03% [1088700/1251000] [870.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000152] [CE 3.585 (3.885)] [KD 1.775 (1.860)] 2024-10-18 23:52:00,512 - Train: 87.03% [1088750/1251000] [870.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000152] [CE 3.362 (3.870)] [KD 1.514 (1.828)] 2024-10-18 23:52:12,481 - Train: 87.03% [1088800/1251000] [870.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000151] [CE 4.115 (3.837)] [KD 2.001 (1.849)] 2024-10-18 23:52:24,644 - Train: 87.04% [1088850/1251000] [870.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000151] [CE 3.892 (3.843)] [KD 1.717 (1.850)] 2024-10-18 23:52:36,560 - Train: 87.04% [1088900/1251000] [870.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 3.827 (3.882)] [KD 1.815 (1.836)] 2024-10-18 23:52:48,506 - Train: 87.05% [1088950/1251000] [870.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000151] [CE 4.058 (3.805)] [KD 1.995 (1.809)] 2024-10-18 23:53:00,228 - Train: 87.05% [1089000/1251000] [870.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 4.158 (3.823)] [KD 1.963 (1.813)] 2024-10-18 23:53:12,237 - Train: 87.05% [1089050/1251000] [870.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 4.329 (3.782)] [KD 2.094 (1.800)] 2024-10-18 23:53:24,424 - Train: 87.06% [1089100/1251000] [870.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 4.044 (3.830)] [KD 2.037 (1.819)] 2024-10-18 23:53:36,306 - Train: 87.06% [1089150/1251000] [870.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 3.907 (3.792)] [KD 1.907 (1.820)] 2024-10-18 23:53:48,215 - Train: 87.07% [1089200/1251000] [870.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000151] [CE 4.046 (3.852)] [KD 1.895 (1.825)] 2024-10-18 23:54:00,421 - Train: 87.07% [1089250/1251000] [870.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000151] [CE 4.061 (3.797)] [KD 2.172 (1.800)] 2024-10-18 23:54:12,301 - Train: 87.07% [1089300/1251000] [870.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000151] [CE 3.789 (3.789)] [KD 1.897 (1.802)] 2024-10-18 23:54:24,179 - Train: 87.08% [1089350/1251000] [870.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000151] [CE 3.683 (3.777)] [KD 1.815 (1.788)] 2024-10-18 23:54:36,031 - Train: 87.08% [1089400/1251000] [870.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000151] [CE 3.604 (3.871)] [KD 1.685 (1.843)] 2024-10-18 23:54:48,151 - Train: 87.09% [1089450/1251000] [870.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000151] [CE 3.759 (3.839)] [KD 1.721 (1.811)] 2024-10-18 23:54:59,986 - Train: 87.09% [1089500/1251000] [870.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 3.592 (3.769)] [KD 1.881 (1.801)] 2024-10-18 23:55:12,195 - Train: 87.09% [1089550/1251000] [870.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 3.468 (3.810)] [KD 1.593 (1.831)] 2024-10-18 23:55:23,871 - Train: 87.10% [1089600/1251000] [871.0/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000150] [CE 3.435 (3.771)] [KD 1.493 (1.801)] 2024-10-18 23:55:40,803 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40986] [top5_cnt 47969] [top_all 50000] 2024-10-18 23:55:40,804 - net: 81.972 (95.938) 2024-10-18 23:55:53,572 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 41431] [top5_cnt 48151] [top_all 50000] 2024-10-18 23:55:53,572 - net_E: 82.862 (96.302) 2024-10-18 23:55:53,741 - Max [top1: 82.162 (epoch: 862)] [top1-ema: 82.884 (epoch: 869)] 2024-10-18 23:55:53,741 - ==> Total time: 3 days, 8:42:34 Eta: 11:57:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-18 23:56:05,047 - Train: 87.10% [1089650/1251000] [871.0/1000.0] [batch_t 0.233 (0.344)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 3.942 (3.767)] [KD 1.886 (1.782)] 2024-10-18 23:56:17,391 - Train: 87.11% [1089700/1251000] [871.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000150] [CE 4.066 (3.743)] [KD 1.872 (1.770)] 2024-10-18 23:56:29,616 - Train: 87.11% [1089750/1251000] [871.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000150] [CE 3.743 (3.849)] [KD 1.749 (1.828)] 2024-10-18 23:56:41,381 - Train: 87.11% [1089800/1251000] [871.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 3.951 (3.803)] [KD 1.843 (1.795)] 2024-10-18 23:56:53,485 - Train: 87.12% [1089850/1251000] [871.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000150] [CE 3.582 (3.827)] [KD 1.723 (1.823)] 2024-10-18 23:57:05,415 - Train: 87.12% [1089900/1251000] [871.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000150] [CE 3.895 (3.727)] [KD 1.850 (1.775)] 2024-10-18 23:57:17,270 - Train: 87.13% [1089950/1251000] [871.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000150] [CE 3.888 (3.828)] [KD 1.880 (1.810)] 2024-10-18 23:57:29,545 - Train: 87.13% [1090000/1251000] [871.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000150] [CE 4.469 (3.848)] [KD 2.160 (1.839)] 2024-10-18 23:57:41,556 - Train: 87.13% [1090050/1251000] [871.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 3.449 (3.803)] [KD 1.689 (1.820)] 2024-10-18 23:57:53,416 - Train: 87.14% [1090100/1251000] [871.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000150] [CE 4.146 (3.817)] [KD 2.185 (1.812)] 2024-10-18 23:58:05,468 - Train: 87.14% [1090150/1251000] [871.4/1000.0] [batch_t 0.377 (0.241)] [data_t 0.009] [optim_t 0.368] [lr 0.000150] [CE 4.026 (3.796)] [KD 1.924 (1.801)] 2024-10-18 23:58:17,267 - Train: 87.15% [1090200/1251000] [871.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000149] [CE 3.610 (3.826)] [KD 1.789 (1.824)] 2024-10-18 23:58:29,150 - Train: 87.15% [1090250/1251000] [871.5/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000149] [CE 3.894 (3.890)] [KD 1.911 (1.870)] 2024-10-18 23:58:41,189 - Train: 87.15% [1090300/1251000] [871.5/1000.0] [batch_t 0.367 (0.241)] [data_t 0.009] [optim_t 0.358] [lr 0.000149] [CE 3.787 (3.815)] [KD 1.758 (1.839)] 2024-10-18 23:58:53,090 - Train: 87.16% [1090350/1251000] [871.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000149] [CE 3.579 (3.889)] [KD 1.644 (1.854)] 2024-10-18 23:59:05,030 - Train: 87.16% [1090400/1251000] [871.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000149] [CE 3.477 (3.818)] [KD 1.561 (1.806)] 2024-10-18 23:59:17,065 - Train: 87.17% [1090450/1251000] [871.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000149] [CE 3.934 (3.814)] [KD 1.822 (1.827)] 2024-10-18 23:59:28,884 - Train: 87.17% [1090500/1251000] [871.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000149] [CE 3.636 (3.823)] [KD 1.748 (1.839)] 2024-10-18 23:59:40,707 - Train: 87.17% [1090550/1251000] [871.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000149] [CE 3.840 (3.778)] [KD 1.958 (1.804)] 2024-10-18 23:59:52,543 - Train: 87.18% [1090600/1251000] [871.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000149] [CE 3.749 (3.793)] [KD 1.596 (1.799)] 2024-10-19 00:00:04,964 - Train: 87.18% [1090650/1251000] [871.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000149] [CE 3.287 (3.814)] [KD 1.600 (1.823)] 2024-10-19 00:00:16,882 - Train: 87.19% [1090700/1251000] [871.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000149] [CE 3.766 (3.819)] [KD 1.718 (1.813)] 2024-10-19 00:00:28,984 - Train: 87.19% [1090750/1251000] [871.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000149] [CE 3.695 (3.868)] [KD 1.812 (1.846)] 2024-10-19 00:00:40,949 - Train: 87.19% [1090800/1251000] [871.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000149] [CE 3.769 (3.886)] [KD 1.660 (1.863)] 2024-10-19 00:00:52,993 - Train: 87.20% [1090850/1251000] [872.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000148] [CE 4.005 (3.857)] [KD 2.079 (1.852)] 2024-10-19 00:01:10,626 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 41130] [top5_cnt 47967] [top_all 50000] 2024-10-19 00:01:10,626 - net: 82.260 (95.934) 2024-10-19 00:01:22,954 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.240)] [top1_cnt 41429] [top5_cnt 48136] [top_all 50000] 2024-10-19 00:01:22,954 - net_E: 82.858 (96.272) 2024-10-19 00:01:23,091 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:01:23,092 - ==> Total time: 3 days, 8:48:03 Eta: 11:51:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:01:35,177 - Train: 87.20% [1090900/1251000] [872.0/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000148] [CE 3.812 (3.780)] [KD 1.793 (1.791)] 2024-10-19 00:01:47,630 - Train: 87.21% [1090950/1251000] [872.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000148] [CE 3.617 (3.793)] [KD 1.645 (1.796)] 2024-10-19 00:01:59,580 - Train: 87.21% [1091000/1251000] [872.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000148] [CE 3.640 (3.819)] [KD 1.589 (1.808)] 2024-10-19 00:02:11,785 - Train: 87.21% [1091050/1251000] [872.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000148] [CE 3.904 (3.845)] [KD 1.749 (1.842)] 2024-10-19 00:02:23,522 - Train: 87.22% [1091100/1251000] [872.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000148] [CE 3.766 (3.812)] [KD 1.876 (1.787)] 2024-10-19 00:02:35,530 - Train: 87.22% [1091150/1251000] [872.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000148] [CE 3.789 (3.859)] [KD 1.785 (1.827)] 2024-10-19 00:02:47,380 - Train: 87.23% [1091200/1251000] [872.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000148] [CE 3.997 (3.906)] [KD 1.871 (1.851)] 2024-10-19 00:02:59,818 - Train: 87.23% [1091250/1251000] [872.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000148] [CE 3.535 (3.782)] [KD 1.563 (1.786)] 2024-10-19 00:03:11,797 - Train: 87.23% [1091300/1251000] [872.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000148] [CE 3.991 (3.789)] [KD 1.898 (1.792)] 2024-10-19 00:03:24,113 - Train: 87.24% [1091350/1251000] [872.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000148] [CE 3.688 (3.853)] [KD 1.586 (1.840)] 2024-10-19 00:03:36,105 - Train: 87.24% [1091400/1251000] [872.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000148] [CE 3.625 (3.801)] [KD 1.718 (1.810)] 2024-10-19 00:03:48,077 - Train: 87.25% [1091450/1251000] [872.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000148] [CE 4.125 (3.833)] [KD 2.059 (1.821)] 2024-10-19 00:04:00,199 - Train: 87.25% [1091500/1251000] [872.5/1000.0] [batch_t 0.256 (0.242)] [data_t 0.009] [optim_t 0.247] [lr 0.000148] [CE 4.572 (3.795)] [KD 2.182 (1.786)] 2024-10-19 00:04:12,420 - Train: 87.25% [1091550/1251000] [872.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000147] [CE 3.628 (3.772)] [KD 1.745 (1.763)] 2024-10-19 00:04:24,660 - Train: 87.26% [1091600/1251000] [872.6/1000.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.000147] [CE 3.646 (3.794)] [KD 1.750 (1.785)] 2024-10-19 00:04:36,950 - Train: 87.26% [1091650/1251000] [872.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000147] [CE 3.403 (3.812)] [KD 1.639 (1.824)] 2024-10-19 00:04:49,035 - Train: 87.27% [1091700/1251000] [872.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000147] [CE 3.786 (3.835)] [KD 1.854 (1.827)] 2024-10-19 00:05:01,526 - Train: 87.27% [1091750/1251000] [872.7/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000147] [CE 4.252 (3.783)] [KD 1.947 (1.792)] 2024-10-19 00:05:13,669 - Train: 87.27% [1091800/1251000] [872.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000147] [CE 3.724 (3.858)] [KD 1.734 (1.810)] 2024-10-19 00:05:25,870 - Train: 87.28% [1091850/1251000] [872.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000147] [CE 3.622 (3.760)] [KD 1.751 (1.787)] 2024-10-19 00:05:37,675 - Train: 87.28% [1091900/1251000] [872.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000147] [CE 4.171 (3.796)] [KD 1.890 (1.798)] 2024-10-19 00:05:49,827 - Train: 87.29% [1091950/1251000] [872.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000147] [CE 3.600 (3.845)] [KD 1.734 (1.825)] 2024-10-19 00:06:02,022 - Train: 87.29% [1092000/1251000] [872.9/1000.0] [batch_t 0.434 (0.244)] [data_t 0.009] [optim_t 0.425] [lr 0.000147] [CE 4.270 (3.822)] [KD 2.099 (1.823)] 2024-10-19 00:06:13,922 - Train: 87.29% [1092050/1251000] [872.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000147] [CE 4.102 (3.751)] [KD 1.992 (1.782)] 2024-10-19 00:06:25,598 - Train: 87.30% [1092100/1251000] [873.0/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000147] [CE 4.022 (3.927)] [KD 1.783 (1.862)] 2024-10-19 00:06:43,005 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41023] [top5_cnt 47999] [top_all 50000] 2024-10-19 00:06:43,005 - net: 82.046 (95.998) 2024-10-19 00:06:54,967 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 41416] [top5_cnt 48139] [top_all 50000] 2024-10-19 00:06:54,968 - net_E: 82.832 (96.278) 2024-10-19 00:06:55,086 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:06:55,087 - ==> Total time: 3 days, 8:53:35 Eta: 11:46:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:07:05,378 - Train: 87.30% [1092150/1251000] [873.0/1000.0] [batch_t 0.235 (0.337)] [data_t 0.009] [optim_t 0.226] [lr 0.000147] [CE 3.510 (3.848)] [KD 1.567 (1.820)] 2024-10-19 00:07:17,620 - Train: 87.31% [1092200/1251000] [873.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000147] [CE 3.662 (3.765)] [KD 1.857 (1.786)] 2024-10-19 00:07:29,837 - Train: 87.31% [1092250/1251000] [873.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000146] [CE 4.096 (3.833)] [KD 2.005 (1.823)] 2024-10-19 00:07:41,476 - Train: 87.31% [1092300/1251000] [873.1/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.000146] [CE 3.903 (3.916)] [KD 1.853 (1.859)] 2024-10-19 00:07:53,422 - Train: 87.32% [1092350/1251000] [873.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000146] [CE 3.586 (3.877)] [KD 1.742 (1.828)] 2024-10-19 00:08:05,245 - Train: 87.32% [1092400/1251000] [873.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000146] [CE 4.156 (3.798)] [KD 2.047 (1.812)] 2024-10-19 00:08:17,210 - Train: 87.33% [1092450/1251000] [873.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000146] [CE 3.314 (3.824)] [KD 1.538 (1.810)] 2024-10-19 00:08:29,129 - Train: 87.33% [1092500/1251000] [873.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000146] [CE 3.547 (3.814)] [KD 1.697 (1.831)] 2024-10-19 00:08:41,043 - Train: 87.33% [1092550/1251000] [873.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000146] [CE 3.939 (3.855)] [KD 1.897 (1.849)] 2024-10-19 00:08:52,991 - Train: 87.34% [1092600/1251000] [873.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000146] [CE 3.879 (3.847)] [KD 1.919 (1.829)] 2024-10-19 00:09:05,034 - Train: 87.34% [1092650/1251000] [873.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000146] [CE 3.786 (3.796)] [KD 1.598 (1.787)] 2024-10-19 00:09:16,675 - Train: 87.35% [1092700/1251000] [873.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000146] [CE 4.250 (3.769)] [KD 1.906 (1.778)] 2024-10-19 00:09:28,443 - Train: 87.35% [1092750/1251000] [873.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000146] [CE 3.210 (3.843)] [KD 1.485 (1.826)] 2024-10-19 00:09:40,466 - Train: 87.35% [1092800/1251000] [873.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000146] [CE 3.580 (3.854)] [KD 1.791 (1.830)] 2024-10-19 00:09:52,378 - Train: 87.36% [1092850/1251000] [873.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000146] [CE 3.762 (3.852)] [KD 1.696 (1.823)] 2024-10-19 00:10:04,256 - Train: 87.36% [1092900/1251000] [873.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000146] [CE 3.778 (3.880)] [KD 1.768 (1.855)] 2024-10-19 00:10:16,414 - Train: 87.37% [1092950/1251000] [873.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.609 (3.769)] [KD 1.740 (1.784)] 2024-10-19 00:10:28,244 - Train: 87.37% [1093000/1251000] [873.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000145] [CE 3.830 (3.845)] [KD 1.760 (1.820)] 2024-10-19 00:10:40,224 - Train: 87.37% [1093050/1251000] [873.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000145] [CE 3.517 (3.796)] [KD 1.661 (1.798)] 2024-10-19 00:10:52,014 - Train: 87.38% [1093100/1251000] [873.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000145] [CE 3.492 (3.936)] [KD 1.729 (1.880)] 2024-10-19 00:11:04,139 - Train: 87.38% [1093150/1251000] [873.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000145] [CE 3.874 (3.863)] [KD 1.899 (1.847)] 2024-10-19 00:11:16,143 - Train: 87.39% [1093200/1251000] [873.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.874 (3.806)] [KD 1.842 (1.808)] 2024-10-19 00:11:28,288 - Train: 87.39% [1093250/1251000] [873.9/1000.0] [batch_t 0.358 (0.243)] [data_t 0.009] [optim_t 0.350] [lr 0.000145] [CE 3.333 (3.798)] [KD 1.622 (1.805)] 2024-10-19 00:11:40,067 - Train: 87.39% [1093300/1251000] [873.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000145] [CE 3.095 (3.780)] [KD 1.349 (1.787)] 2024-10-19 00:11:51,895 - Train: 87.40% [1093350/1251000] [874.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000145] [CE 4.336 (3.820)] [KD 2.142 (1.816)] 2024-10-19 00:12:09,418 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41039] [top5_cnt 47944] [top_all 50000] 2024-10-19 00:12:09,418 - net: 82.078 (95.888) 2024-10-19 00:12:21,634 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41403] [top5_cnt 48141] [top_all 50000] 2024-10-19 00:12:21,634 - net_E: 82.806 (96.282) 2024-10-19 00:12:21,757 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:12:21,757 - ==> Total time: 3 days, 8:59:02 Eta: 11:40:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:12:32,189 - Train: 87.40% [1093400/1251000] [874.0/1000.0] [batch_t 0.230 (0.347)] [data_t 0.009] [optim_t 0.221] [lr 0.000145] [CE 3.712 (3.756)] [KD 1.611 (1.779)] 2024-10-19 00:12:44,445 - Train: 87.41% [1093450/1251000] [874.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.897 (3.864)] [KD 1.845 (1.838)] 2024-10-19 00:12:56,817 - Train: 87.41% [1093500/1251000] [874.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.279 (3.770)] [KD 1.491 (1.764)] 2024-10-19 00:13:08,547 - Train: 87.41% [1093550/1251000] [874.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.779 (3.777)] [KD 1.717 (1.771)] 2024-10-19 00:13:20,350 - Train: 87.42% [1093600/1251000] [874.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000145] [CE 4.206 (3.829)] [KD 1.858 (1.805)] 2024-10-19 00:13:32,361 - Train: 87.42% [1093650/1251000] [874.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000144] [CE 3.991 (3.856)] [KD 1.972 (1.820)] 2024-10-19 00:13:44,406 - Train: 87.43% [1093700/1251000] [874.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000144] [CE 4.186 (3.799)] [KD 2.035 (1.783)] 2024-10-19 00:13:56,752 - Train: 87.43% [1093750/1251000] [874.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000144] [CE 3.934 (3.785)] [KD 1.827 (1.788)] 2024-10-19 00:14:08,602 - Train: 87.43% [1093800/1251000] [874.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000144] [CE 3.562 (3.765)] [KD 1.690 (1.792)] 2024-10-19 00:14:20,621 - Train: 87.44% [1093850/1251000] [874.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000144] [CE 3.919 (3.822)] [KD 1.876 (1.817)] 2024-10-19 00:14:32,729 - Train: 87.44% [1093900/1251000] [874.4/1000.0] [batch_t 0.321 (0.242)] [data_t 0.009] [optim_t 0.312] [lr 0.000144] [CE 4.143 (3.736)] [KD 1.992 (1.774)] 2024-10-19 00:14:44,500 - Train: 87.45% [1093950/1251000] [874.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000144] [CE 3.511 (3.792)] [KD 1.806 (1.811)] 2024-10-19 00:14:56,380 - Train: 87.45% [1094000/1251000] [874.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000144] [CE 4.067 (3.772)] [KD 1.941 (1.762)] 2024-10-19 00:15:08,465 - Train: 87.45% [1094050/1251000] [874.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000144] [CE 3.627 (3.799)] [KD 1.628 (1.792)] 2024-10-19 00:15:20,703 - Train: 87.46% [1094100/1251000] [874.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000144] [CE 4.055 (3.836)] [KD 1.908 (1.806)] 2024-10-19 00:15:32,677 - Train: 87.46% [1094150/1251000] [874.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000144] [CE 3.654 (3.783)] [KD 1.826 (1.795)] 2024-10-19 00:15:44,393 - Train: 87.47% [1094200/1251000] [874.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000144] [CE 3.749 (3.876)] [KD 1.807 (1.843)] 2024-10-19 00:15:56,361 - Train: 87.47% [1094250/1251000] [874.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000144] [CE 3.973 (3.892)] [KD 1.901 (1.834)] 2024-10-19 00:16:08,537 - Train: 87.47% [1094300/1251000] [874.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000144] [CE 4.159 (3.824)] [KD 1.916 (1.823)] 2024-10-19 00:16:20,332 - Train: 87.48% [1094350/1251000] [874.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000143] [CE 3.804 (3.779)] [KD 1.849 (1.774)] 2024-10-19 00:16:32,540 - Train: 87.48% [1094400/1251000] [874.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000143] [CE 3.895 (3.842)] [KD 1.760 (1.807)] 2024-10-19 00:16:44,567 - Train: 87.49% [1094450/1251000] [874.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000143] [CE 3.709 (3.839)] [KD 1.756 (1.829)] 2024-10-19 00:16:57,099 - Train: 87.49% [1094500/1251000] [874.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000143] [CE 3.875 (3.803)] [KD 1.722 (1.815)] 2024-10-19 00:17:09,527 - Train: 87.49% [1094550/1251000] [874.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000143] [CE 3.449 (3.803)] [KD 1.664 (1.792)] 2024-10-19 00:17:21,995 - Train: 87.50% [1094600/1251000] [875.0/1000.0] [batch_t 0.281 (0.249)] [data_t 0.009] [optim_t 0.272] [lr 0.000143] [CE 3.611 (3.835)] [KD 1.833 (1.821)] 2024-10-19 00:17:40,425 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40953] [top5_cnt 47943] [top_all 50000] 2024-10-19 00:17:40,425 - net: 81.906 (95.886) 2024-10-19 00:17:52,637 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41390] [top5_cnt 48144] [top_all 50000] 2024-10-19 00:17:52,637 - net_E: 82.780 (96.288) 2024-10-19 00:17:52,795 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:17:52,795 - ==> Total time: 3 days, 9:04:33 Eta: 11:34:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:18:02,769 - Train: 87.50% [1094650/1251000] [875.0/1000.0] [batch_t 0.237 (0.341)] [data_t 0.009] [optim_t 0.228] [lr 0.000143] [CE 3.711 (3.827)] [KD 1.712 (1.796)] 2024-10-19 00:18:15,008 - Train: 87.51% [1094700/1251000] [875.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000143] [CE 3.525 (3.780)] [KD 1.629 (1.800)] 2024-10-19 00:18:27,081 - Train: 87.51% [1094750/1251000] [875.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000143] [CE 3.836 (3.807)] [KD 1.848 (1.796)] 2024-10-19 00:18:38,797 - Train: 87.51% [1094800/1251000] [875.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000143] [CE 3.948 (3.791)] [KD 1.820 (1.787)] 2024-10-19 00:18:51,040 - Train: 87.52% [1094850/1251000] [875.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000143] [CE 3.752 (3.858)] [KD 1.850 (1.819)] 2024-10-19 00:19:03,018 - Train: 87.52% [1094900/1251000] [875.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000143] [CE 4.308 (3.842)] [KD 2.096 (1.833)] 2024-10-19 00:19:14,877 - Train: 87.53% [1094950/1251000] [875.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000143] [CE 3.671 (3.754)] [KD 1.712 (1.758)] 2024-10-19 00:19:26,593 - Train: 87.53% [1095000/1251000] [875.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000143] [CE 3.863 (3.835)] [KD 1.811 (1.818)] 2024-10-19 00:19:38,772 - Train: 87.53% [1095050/1251000] [875.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000142] [CE 3.407 (3.816)] [KD 1.719 (1.799)] 2024-10-19 00:19:50,605 - Train: 87.54% [1095100/1251000] [875.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000142] [CE 4.227 (3.824)] [KD 2.177 (1.803)] 2024-10-19 00:20:02,612 - Train: 87.54% [1095150/1251000] [875.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000142] [CE 3.940 (3.865)] [KD 1.882 (1.840)] 2024-10-19 00:20:14,422 - Train: 87.55% [1095200/1251000] [875.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000142] [CE 4.009 (3.752)] [KD 1.834 (1.787)] 2024-10-19 00:20:26,419 - Train: 87.55% [1095250/1251000] [875.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000142] [CE 4.072 (3.821)] [KD 1.942 (1.798)] 2024-10-19 00:20:38,354 - Train: 87.55% [1095300/1251000] [875.5/1000.0] [batch_t 0.313 (0.239)] [data_t 0.009] [optim_t 0.304] [lr 0.000142] [CE 3.647 (3.873)] [KD 1.675 (1.829)] 2024-10-19 00:20:50,379 - Train: 87.56% [1095350/1251000] [875.6/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000142] [CE 3.473 (3.831)] [KD 1.791 (1.814)] 2024-10-19 00:21:02,232 - Train: 87.56% [1095400/1251000] [875.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000142] [CE 3.785 (3.894)] [KD 1.846 (1.830)] 2024-10-19 00:21:14,282 - Train: 87.57% [1095450/1251000] [875.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000142] [CE 3.965 (3.867)] [KD 1.870 (1.827)] 2024-10-19 00:21:26,368 - Train: 87.57% [1095500/1251000] [875.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000142] [CE 3.728 (3.824)] [KD 1.788 (1.796)] 2024-10-19 00:21:38,378 - Train: 87.57% [1095550/1251000] [875.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000142] [CE 4.300 (3.801)] [KD 2.082 (1.808)] 2024-10-19 00:21:50,202 - Train: 87.58% [1095600/1251000] [875.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000142] [CE 4.098 (3.762)] [KD 2.024 (1.774)] 2024-10-19 00:22:02,395 - Train: 87.58% [1095650/1251000] [875.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000142] [CE 3.418 (3.739)] [KD 1.651 (1.771)] 2024-10-19 00:22:14,536 - Train: 87.59% [1095700/1251000] [875.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000142] [CE 3.395 (3.854)] [KD 1.650 (1.815)] 2024-10-19 00:22:26,485 - Train: 87.59% [1095750/1251000] [875.9/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000141] [CE 3.739 (3.725)] [KD 1.733 (1.748)] 2024-10-19 00:22:38,369 - Train: 87.59% [1095800/1251000] [875.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000141] [CE 3.434 (3.824)] [KD 1.648 (1.814)] 2024-10-19 00:22:50,456 - Train: 87.60% [1095850/1251000] [876.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000141] [CE 3.687 (3.872)] [KD 1.642 (1.847)] 2024-10-19 00:23:08,741 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41018] [top5_cnt 48027] [top_all 50000] 2024-10-19 00:23:08,741 - net: 82.036 (96.054) 2024-10-19 00:23:21,076 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41391] [top5_cnt 48136] [top_all 50000] 2024-10-19 00:23:21,077 - net_E: 82.782 (96.272) 2024-10-19 00:23:21,228 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:23:21,229 - ==> Total time: 3 days, 9:10:01 Eta: 11:29:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:23:30,896 - Train: 87.60% [1095900/1251000] [876.0/1000.0] [batch_t 0.232 (0.339)] [data_t 0.009] [optim_t 0.223] [lr 0.000141] [CE 3.707 (3.815)] [KD 1.829 (1.807)] 2024-10-19 00:23:42,872 - Train: 87.61% [1095950/1251000] [876.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000141] [CE 3.761 (3.818)] [KD 1.747 (1.799)] 2024-10-19 00:23:55,180 - Train: 87.61% [1096000/1251000] [876.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000141] [CE 3.366 (3.769)] [KD 1.574 (1.773)] 2024-10-19 00:24:07,272 - Train: 87.61% [1096050/1251000] [876.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000141] [CE 3.646 (3.794)] [KD 1.757 (1.801)] 2024-10-19 00:24:19,155 - Train: 87.62% [1096100/1251000] [876.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000141] [CE 4.005 (3.808)] [KD 1.980 (1.799)] 2024-10-19 00:24:30,946 - Train: 87.62% [1096150/1251000] [876.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000141] [CE 4.435 (3.853)] [KD 2.151 (1.819)] 2024-10-19 00:24:42,647 - Train: 87.63% [1096200/1251000] [876.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000141] [CE 3.560 (3.761)] [KD 1.727 (1.770)] 2024-10-19 00:24:54,810 - Train: 87.63% [1096250/1251000] [876.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000141] [CE 3.689 (3.817)] [KD 1.782 (1.802)] 2024-10-19 00:25:07,070 - Train: 87.63% [1096300/1251000] [876.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000141] [CE 3.776 (3.846)] [KD 1.754 (1.821)] 2024-10-19 00:25:18,880 - Train: 87.64% [1096350/1251000] [876.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000141] [CE 3.967 (3.777)] [KD 1.733 (1.780)] 2024-10-19 00:25:30,820 - Train: 87.64% [1096400/1251000] [876.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000141] [CE 3.668 (3.828)] [KD 1.669 (1.801)] 2024-10-19 00:25:43,056 - Train: 87.65% [1096450/1251000] [876.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000140] [CE 4.017 (3.856)] [KD 1.778 (1.810)] 2024-10-19 00:25:54,793 - Train: 87.65% [1096500/1251000] [876.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000140] [CE 3.466 (3.756)] [KD 1.608 (1.762)] 2024-10-19 00:26:06,738 - Train: 87.65% [1096550/1251000] [876.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000140] [CE 4.010 (3.895)] [KD 1.905 (1.839)] 2024-10-19 00:26:18,728 - Train: 87.66% [1096600/1251000] [876.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000140] [CE 3.377 (3.752)] [KD 1.717 (1.775)] 2024-10-19 00:26:31,080 - Train: 87.66% [1096650/1251000] [876.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000140] [CE 2.990 (3.830)] [KD 1.445 (1.806)] 2024-10-19 00:26:42,979 - Train: 87.67% [1096700/1251000] [876.7/1000.0] [batch_t 0.307 (0.238)] [data_t 0.009] [optim_t 0.298] [lr 0.000140] [CE 3.542 (3.750)] [KD 1.627 (1.772)] 2024-10-19 00:26:54,915 - Train: 87.67% [1096750/1251000] [876.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000140] [CE 3.570 (3.827)] [KD 1.657 (1.823)] 2024-10-19 00:27:06,932 - Train: 87.67% [1096800/1251000] [876.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000140] [CE 3.960 (3.829)] [KD 1.760 (1.809)] 2024-10-19 00:27:19,160 - Train: 87.68% [1096850/1251000] [876.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000140] [CE 3.929 (3.897)] [KD 1.829 (1.855)] 2024-10-19 00:27:31,288 - Train: 87.68% [1096900/1251000] [876.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000140] [CE 4.006 (3.875)] [KD 1.928 (1.830)] 2024-10-19 00:27:43,334 - Train: 87.69% [1096950/1251000] [876.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000140] [CE 3.206 (3.811)] [KD 1.495 (1.799)] 2024-10-19 00:27:55,330 - Train: 87.69% [1097000/1251000] [876.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000140] [CE 3.922 (3.802)] [KD 1.787 (1.795)] 2024-10-19 00:28:07,621 - Train: 87.69% [1097050/1251000] [876.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000140] [CE 3.765 (3.889)] [KD 1.853 (1.802)] 2024-10-19 00:28:19,532 - Train: 87.70% [1097100/1251000] [877.0/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000140] [CE 4.427 (3.848)] [KD 2.076 (1.816)] 2024-10-19 00:28:38,036 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41051] [top5_cnt 48030] [top_all 50000] 2024-10-19 00:28:38,036 - net: 82.102 (96.060) 2024-10-19 00:28:49,945 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41406] [top5_cnt 48132] [top_all 50000] 2024-10-19 00:28:49,946 - net_E: 82.812 (96.264) 2024-10-19 00:28:50,081 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:28:50,082 - ==> Total time: 3 days, 9:15:30 Eta: 11:23:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:28:59,361 - Train: 87.70% [1097150/1251000] [877.0/1000.0] [batch_t 0.235 (0.335)] [data_t 0.009] [optim_t 0.226] [lr 0.000139] [CE 3.696 (3.755)] [KD 1.649 (1.757)] 2024-10-19 00:29:11,382 - Train: 87.71% [1097200/1251000] [877.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000139] [CE 4.032 (3.822)] [KD 1.789 (1.792)] 2024-10-19 00:29:23,932 - Train: 87.71% [1097250/1251000] [877.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 3.546 (3.839)] [KD 1.747 (1.803)] 2024-10-19 00:29:35,880 - Train: 87.71% [1097300/1251000] [877.1/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000139] [CE 4.109 (3.819)] [KD 2.037 (1.814)] 2024-10-19 00:29:47,691 - Train: 87.72% [1097350/1251000] [877.2/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.000139] [CE 3.360 (3.833)] [KD 1.538 (1.813)] 2024-10-19 00:29:59,717 - Train: 87.72% [1097400/1251000] [877.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000139] [CE 4.126 (3.826)] [KD 2.025 (1.801)] 2024-10-19 00:30:11,764 - Train: 87.73% [1097450/1251000] [877.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 4.030 (3.790)] [KD 1.922 (1.785)] 2024-10-19 00:30:23,556 - Train: 87.73% [1097500/1251000] [877.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 3.902 (3.837)] [KD 1.812 (1.810)] 2024-10-19 00:30:35,563 - Train: 87.73% [1097550/1251000] [877.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000139] [CE 3.841 (3.826)] [KD 1.862 (1.811)] 2024-10-19 00:30:47,545 - Train: 87.74% [1097600/1251000] [877.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 4.061 (3.836)] [KD 1.938 (1.811)] 2024-10-19 00:30:59,579 - Train: 87.74% [1097650/1251000] [877.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 3.967 (3.831)] [KD 1.968 (1.803)] 2024-10-19 00:31:11,442 - Train: 87.75% [1097700/1251000] [877.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000139] [CE 3.419 (3.799)] [KD 1.462 (1.774)] 2024-10-19 00:31:23,222 - Train: 87.75% [1097750/1251000] [877.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000139] [CE 3.781 (3.735)] [KD 1.817 (1.752)] 2024-10-19 00:31:35,259 - Train: 87.75% [1097800/1251000] [877.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000139] [CE 3.541 (3.831)] [KD 1.703 (1.800)] 2024-10-19 00:31:47,455 - Train: 87.76% [1097850/1251000] [877.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000138] [CE 4.077 (3.773)] [KD 1.847 (1.760)] 2024-10-19 00:31:59,335 - Train: 87.76% [1097900/1251000] [877.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000138] [CE 3.560 (3.815)] [KD 1.667 (1.799)] 2024-10-19 00:32:11,348 - Train: 87.77% [1097950/1251000] [877.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000138] [CE 4.384 (3.892)] [KD 1.982 (1.850)] 2024-10-19 00:32:23,534 - Train: 87.77% [1098000/1251000] [877.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000138] [CE 3.455 (3.840)] [KD 1.592 (1.828)] 2024-10-19 00:32:35,899 - Train: 87.77% [1098050/1251000] [877.7/1000.0] [batch_t 0.270 (0.247)] [data_t 0.009] [optim_t 0.261] [lr 0.000138] [CE 3.776 (3.827)] [KD 1.752 (1.795)] 2024-10-19 00:32:48,231 - Train: 87.78% [1098100/1251000] [877.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000138] [CE 3.518 (3.791)] [KD 1.569 (1.782)] 2024-10-19 00:33:00,397 - Train: 87.78% [1098150/1251000] [877.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000138] [CE 4.250 (3.822)] [KD 2.027 (1.796)] 2024-10-19 00:33:12,909 - Train: 87.79% [1098200/1251000] [877.9/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000138] [CE 3.914 (3.803)] [KD 1.941 (1.798)] 2024-10-19 00:33:25,355 - Train: 87.79% [1098250/1251000] [877.9/1000.0] [batch_t 0.293 (0.249)] [data_t 0.009] [optim_t 0.284] [lr 0.000138] [CE 3.045 (3.850)] [KD 1.438 (1.838)] 2024-10-19 00:33:37,389 - Train: 87.79% [1098300/1251000] [877.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000138] [CE 4.258 (3.843)] [KD 2.122 (1.808)] 2024-10-19 00:33:49,612 - Train: 87.80% [1098350/1251000] [878.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000138] [CE 3.891 (3.783)] [KD 1.785 (1.774)] 2024-10-19 00:34:08,259 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 40985] [top5_cnt 47980] [top_all 50000] 2024-10-19 00:34:08,259 - net: 81.970 (95.960) 2024-10-19 00:34:20,222 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41407] [top5_cnt 48123] [top_all 50000] 2024-10-19 00:34:20,223 - net_E: 82.814 (96.246) 2024-10-19 00:34:20,342 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:34:20,342 - ==> Total time: 3 days, 9:21:00 Eta: 11:18:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:34:29,450 - Train: 87.80% [1098400/1251000] [878.0/1000.0] [batch_t 0.232 (0.347)] [data_t 0.009] [optim_t 0.223] [lr 0.000138] [CE 3.471 (3.705)] [KD 1.589 (1.770)] 2024-10-19 00:34:41,359 - Train: 87.81% [1098450/1251000] [878.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000138] [CE 3.927 (3.807)] [KD 1.693 (1.777)] 2024-10-19 00:34:53,708 - Train: 87.81% [1098500/1251000] [878.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000138] [CE 3.522 (3.800)] [KD 1.687 (1.787)] 2024-10-19 00:35:05,662 - Train: 87.81% [1098550/1251000] [878.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000138] [CE 4.187 (3.798)] [KD 2.030 (1.774)] 2024-10-19 00:35:17,611 - Train: 87.82% [1098600/1251000] [878.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000137] [CE 3.953 (3.814)] [KD 1.852 (1.798)] 2024-10-19 00:35:29,413 - Train: 87.82% [1098650/1251000] [878.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000137] [CE 4.054 (3.802)] [KD 1.934 (1.792)] 2024-10-19 00:35:41,599 - Train: 87.83% [1098700/1251000] [878.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 3.436 (3.783)] [KD 1.668 (1.776)] 2024-10-19 00:35:53,471 - Train: 87.83% [1098750/1251000] [878.3/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.000137] [CE 3.665 (3.884)] [KD 1.666 (1.818)] 2024-10-19 00:36:05,788 - Train: 87.83% [1098800/1251000] [878.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 4.298 (3.769)] [KD 1.941 (1.780)] 2024-10-19 00:36:17,571 - Train: 87.84% [1098850/1251000] [878.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 4.004 (3.811)] [KD 1.898 (1.808)] 2024-10-19 00:36:29,676 - Train: 87.84% [1098900/1251000] [878.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000137] [CE 3.778 (3.814)] [KD 1.648 (1.771)] 2024-10-19 00:36:41,541 - Train: 87.85% [1098950/1251000] [878.5/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000137] [CE 3.429 (3.790)] [KD 1.645 (1.796)] 2024-10-19 00:36:53,620 - Train: 87.85% [1099000/1251000] [878.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 3.531 (3.763)] [KD 1.598 (1.775)] 2024-10-19 00:37:05,314 - Train: 87.85% [1099050/1251000] [878.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 3.995 (3.807)] [KD 1.970 (1.810)] 2024-10-19 00:37:17,489 - Train: 87.86% [1099100/1251000] [878.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000137] [CE 4.077 (3.822)] [KD 1.782 (1.808)] 2024-10-19 00:37:29,364 - Train: 87.86% [1099150/1251000] [878.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000137] [CE 4.013 (3.770)] [KD 1.801 (1.781)] 2024-10-19 00:37:41,355 - Train: 87.87% [1099200/1251000] [878.7/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.000137] [CE 3.804 (3.821)] [KD 1.771 (1.796)] 2024-10-19 00:37:53,522 - Train: 87.87% [1099250/1251000] [878.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 3.998 (3.797)] [KD 1.970 (1.778)] 2024-10-19 00:38:05,774 - Train: 87.87% [1099300/1251000] [878.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000136] [CE 3.897 (3.797)] [KD 1.727 (1.781)] 2024-10-19 00:38:18,332 - Train: 87.88% [1099350/1251000] [878.8/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000136] [CE 3.533 (3.885)] [KD 1.607 (1.843)] 2024-10-19 00:38:30,318 - Train: 87.88% [1099400/1251000] [878.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000136] [CE 3.516 (3.770)] [KD 1.602 (1.769)] 2024-10-19 00:38:42,664 - Train: 87.89% [1099450/1251000] [878.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000136] [CE 3.831 (3.732)] [KD 1.891 (1.741)] 2024-10-19 00:38:54,982 - Train: 87.89% [1099500/1251000] [878.9/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.000136] [CE 3.724 (3.835)] [KD 1.751 (1.810)] 2024-10-19 00:39:07,352 - Train: 87.89% [1099550/1251000] [878.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000136] [CE 3.894 (3.866)] [KD 1.812 (1.828)] 2024-10-19 00:39:19,349 - Train: 87.90% [1099600/1251000] [879.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000136] [CE 3.559 (3.828)] [KD 1.578 (1.804)] 2024-10-19 00:39:38,834 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 41083] [top5_cnt 47997] [top_all 50000] 2024-10-19 00:39:38,834 - net: 82.166 (95.994) 2024-10-19 00:39:51,228 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.242)] [top1_cnt 41414] [top5_cnt 48126] [top_all 50000] 2024-10-19 00:39:51,228 - net_E: 82.828 (96.252) 2024-10-19 00:39:51,381 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:39:51,381 - ==> Total time: 3 days, 9:26:32 Eta: 11:12:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:40:00,190 - Train: 87.90% [1099650/1251000] [879.0/1000.0] [batch_t 0.232 (0.345)] [data_t 0.009] [optim_t 0.223] [lr 0.000136] [CE 3.718 (3.777)] [KD 1.900 (1.763)] 2024-10-19 00:40:12,100 - Train: 87.91% [1099700/1251000] [879.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000136] [CE 3.621 (3.787)] [KD 1.642 (1.778)] 2024-10-19 00:40:24,573 - Train: 87.91% [1099750/1251000] [879.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000136] [CE 3.589 (3.806)] [KD 1.757 (1.796)] 2024-10-19 00:40:36,859 - Train: 87.91% [1099800/1251000] [879.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000136] [CE 3.868 (3.854)] [KD 1.741 (1.797)] 2024-10-19 00:40:48,564 - Train: 87.92% [1099850/1251000] [879.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000136] [CE 3.260 (3.791)] [KD 1.515 (1.758)] 2024-10-19 00:41:00,362 - Train: 87.92% [1099900/1251000] [879.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000136] [CE 3.506 (3.849)] [KD 1.639 (1.815)] 2024-10-19 00:41:12,335 - Train: 87.93% [1099950/1251000] [879.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000136] [CE 4.015 (3.798)] [KD 1.888 (1.794)] 2024-10-19 00:41:24,286 - Train: 87.93% [1100000/1251000] [879.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000135] [CE 4.306 (3.752)] [KD 2.032 (1.773)] 2024-10-19 00:41:36,274 - Train: 87.93% [1100050/1251000] [879.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000135] [CE 3.966 (3.708)] [KD 2.010 (1.764)] 2024-10-19 00:41:48,273 - Train: 87.94% [1100100/1251000] [879.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000135] [CE 3.827 (3.830)] [KD 1.804 (1.800)] 2024-10-19 00:42:00,409 - Train: 87.94% [1100150/1251000] [879.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000135] [CE 3.477 (3.808)] [KD 1.610 (1.794)] 2024-10-19 00:42:12,397 - Train: 87.95% [1100200/1251000] [879.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000135] [CE 4.016 (3.798)] [KD 1.912 (1.769)] 2024-10-19 00:42:24,263 - Train: 87.95% [1100250/1251000] [879.5/1000.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.000135] [CE 3.564 (3.829)] [KD 1.604 (1.798)] 2024-10-19 00:42:36,235 - Train: 87.95% [1100300/1251000] [879.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000135] [CE 4.152 (3.800)] [KD 2.020 (1.787)] 2024-10-19 00:42:48,476 - Train: 87.96% [1100350/1251000] [879.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000135] [CE 3.514 (3.765)] [KD 1.613 (1.769)] 2024-10-19 00:43:00,778 - Train: 87.96% [1100400/1251000] [879.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000135] [CE 4.115 (3.827)] [KD 1.927 (1.797)] 2024-10-19 00:43:12,561 - Train: 87.97% [1100450/1251000] [879.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000135] [CE 3.787 (3.826)] [KD 1.847 (1.788)] 2024-10-19 00:43:24,890 - Train: 87.97% [1100500/1251000] [879.7/1000.0] [batch_t 0.269 (0.246)] [data_t 0.009] [optim_t 0.260] [lr 0.000135] [CE 3.830 (3.784)] [KD 1.765 (1.793)] 2024-10-19 00:43:37,135 - Train: 87.97% [1100550/1251000] [879.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000135] [CE 3.578 (3.780)] [KD 1.603 (1.763)] 2024-10-19 00:43:49,255 - Train: 87.98% [1100600/1251000] [879.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000135] [CE 3.575 (3.760)] [KD 1.632 (1.776)] 2024-10-19 00:44:01,105 - Train: 87.98% [1100650/1251000] [879.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000135] [CE 3.685 (3.827)] [KD 1.776 (1.791)] 2024-10-19 00:44:13,357 - Train: 87.99% [1100700/1251000] [879.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000135] [CE 3.659 (3.828)] [KD 1.730 (1.799)] 2024-10-19 00:44:25,587 - Train: 87.99% [1100750/1251000] [879.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000134] [CE 3.668 (3.809)] [KD 1.665 (1.792)] 2024-10-19 00:44:37,769 - Train: 87.99% [1100800/1251000] [879.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000134] [CE 4.280 (3.848)] [KD 2.100 (1.808)] 2024-10-19 00:44:49,683 - Train: 88.00% [1100850/1251000] [880.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000134] [CE 3.328 (3.751)] [KD 1.504 (1.777)] 2024-10-19 00:45:09,100 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41092] [top5_cnt 48010] [top_all 50000] 2024-10-19 00:45:09,100 - net: 82.184 (96.020) 2024-10-19 00:45:21,172 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41431] [top5_cnt 48129] [top_all 50000] 2024-10-19 00:45:21,172 - net_E: 82.862 (96.258) 2024-10-19 00:45:21,305 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:45:21,306 - ==> Total time: 3 days, 9:32:01 Eta: 11:07:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:45:29,476 - Train: 88.00% [1100900/1251000] [880.0/1000.0] [batch_t 0.232 (0.342)] [data_t 0.009] [optim_t 0.223] [lr 0.000134] [CE 3.347 (3.739)] [KD 1.476 (1.763)] 2024-10-19 00:45:41,650 - Train: 88.01% [1100950/1251000] [880.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000134] [CE 3.953 (3.846)] [KD 1.876 (1.818)] 2024-10-19 00:45:53,845 - Train: 88.01% [1101000/1251000] [880.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000134] [CE 3.331 (3.756)] [KD 1.644 (1.762)] 2024-10-19 00:46:05,739 - Train: 88.01% [1101050/1251000] [880.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000134] [CE 3.736 (3.785)] [KD 1.773 (1.789)] 2024-10-19 00:46:17,477 - Train: 88.02% [1101100/1251000] [880.2/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000134] [CE 3.128 (3.813)] [KD 1.455 (1.777)] 2024-10-19 00:46:29,772 - Train: 88.02% [1101150/1251000] [880.2/1000.0] [batch_t 0.371 (0.246)] [data_t 0.009] [optim_t 0.362] [lr 0.000134] [CE 3.571 (3.854)] [KD 1.623 (1.811)] 2024-10-19 00:46:41,713 - Train: 88.03% [1101200/1251000] [880.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000134] [CE 3.874 (3.859)] [KD 1.748 (1.822)] 2024-10-19 00:46:53,607 - Train: 88.03% [1101250/1251000] [880.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000134] [CE 3.391 (3.812)] [KD 1.669 (1.771)] 2024-10-19 00:47:05,639 - Train: 88.03% [1101300/1251000] [880.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000134] [CE 3.562 (3.823)] [KD 1.675 (1.800)] 2024-10-19 00:47:17,502 - Train: 88.04% [1101350/1251000] [880.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000134] [CE 3.625 (3.823)] [KD 1.783 (1.780)] 2024-10-19 00:47:29,473 - Train: 88.04% [1101400/1251000] [880.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000134] [CE 4.069 (3.801)] [KD 1.940 (1.783)] 2024-10-19 00:47:41,414 - Train: 88.05% [1101450/1251000] [880.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000134] [CE 4.056 (3.842)] [KD 1.837 (1.792)] 2024-10-19 00:47:53,194 - Train: 88.05% [1101500/1251000] [880.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 4.189 (3.790)] [KD 1.899 (1.768)] 2024-10-19 00:48:04,923 - Train: 88.05% [1101550/1251000] [880.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000133] [CE 3.473 (3.794)] [KD 1.631 (1.779)] 2024-10-19 00:48:17,233 - Train: 88.06% [1101600/1251000] [880.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000133] [CE 3.862 (3.811)] [KD 1.755 (1.780)] 2024-10-19 00:48:28,956 - Train: 88.06% [1101650/1251000] [880.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000133] [CE 3.844 (3.776)] [KD 1.845 (1.765)] 2024-10-19 00:48:40,844 - Train: 88.07% [1101700/1251000] [880.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000133] [CE 3.835 (3.838)] [KD 1.666 (1.783)] 2024-10-19 00:48:52,679 - Train: 88.07% [1101750/1251000] [880.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 4.135 (3.861)] [KD 1.874 (1.804)] 2024-10-19 00:49:04,788 - Train: 88.07% [1101800/1251000] [880.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 4.033 (3.826)] [KD 1.972 (1.783)] 2024-10-19 00:49:16,479 - Train: 88.08% [1101850/1251000] [880.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 3.712 (3.854)] [KD 1.822 (1.826)] 2024-10-19 00:49:28,377 - Train: 88.08% [1101900/1251000] [880.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000133] [CE 4.426 (3.746)] [KD 2.016 (1.755)] 2024-10-19 00:49:40,451 - Train: 88.09% [1101950/1251000] [880.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000133] [CE 3.814 (3.851)] [KD 1.946 (1.795)] 2024-10-19 00:49:52,711 - Train: 88.09% [1102000/1251000] [880.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 3.892 (3.824)] [KD 1.832 (1.787)] 2024-10-19 00:50:04,565 - Train: 88.09% [1102050/1251000] [880.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000133] [CE 3.804 (3.865)] [KD 1.803 (1.830)] 2024-10-19 00:50:16,536 - Train: 88.10% [1102100/1251000] [881.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000133] [CE 3.635 (3.816)] [KD 1.742 (1.796)] 2024-10-19 00:50:35,874 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41033] [top5_cnt 48040] [top_all 50000] 2024-10-19 00:50:35,875 - net: 82.066 (96.080) 2024-10-19 00:50:48,175 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41405] [top5_cnt 48131] [top_all 50000] 2024-10-19 00:50:48,176 - net_E: 82.810 (96.262) 2024-10-19 00:50:48,316 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:50:48,317 - ==> Total time: 3 days, 9:37:28 Eta: 11:01:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:50:56,588 - Train: 88.10% [1102150/1251000] [881.0/1000.0] [batch_t 0.237 (0.367)] [data_t 0.009] [optim_t 0.228] [lr 0.000133] [CE 4.421 (3.784)] [KD 2.190 (1.768)] 2024-10-19 00:51:08,955 - Train: 88.11% [1102200/1251000] [881.1/1000.0] [batch_t 0.474 (0.247)] [data_t 0.009] [optim_t 0.465] [lr 0.000132] [CE 4.127 (3.782)] [KD 1.939 (1.762)] 2024-10-19 00:51:21,318 - Train: 88.11% [1102250/1251000] [881.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000132] [CE 3.305 (3.758)] [KD 1.513 (1.751)] 2024-10-19 00:51:33,247 - Train: 88.11% [1102300/1251000] [881.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000132] [CE 3.936 (3.798)] [KD 1.833 (1.787)] 2024-10-19 00:51:44,943 - Train: 88.12% [1102350/1251000] [881.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000132] [CE 3.660 (3.822)] [KD 1.696 (1.775)] 2024-10-19 00:51:57,007 - Train: 88.12% [1102400/1251000] [881.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000132] [CE 3.843 (3.836)] [KD 1.734 (1.787)] 2024-10-19 00:52:09,038 - Train: 88.13% [1102450/1251000] [881.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000132] [CE 3.308 (3.861)] [KD 1.527 (1.789)] 2024-10-19 00:52:20,957 - Train: 88.13% [1102500/1251000] [881.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000132] [CE 3.495 (3.896)] [KD 1.634 (1.807)] 2024-10-19 00:52:32,855 - Train: 88.13% [1102550/1251000] [881.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000132] [CE 3.661 (3.771)] [KD 1.744 (1.784)] 2024-10-19 00:52:44,896 - Train: 88.14% [1102600/1251000] [881.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000132] [CE 3.892 (3.813)] [KD 1.905 (1.776)] 2024-10-19 00:52:57,040 - Train: 88.14% [1102650/1251000] [881.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000132] [CE 3.740 (3.824)] [KD 1.771 (1.798)] 2024-10-19 00:53:08,982 - Train: 88.15% [1102700/1251000] [881.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000132] [CE 4.014 (3.728)] [KD 1.969 (1.762)] 2024-10-19 00:53:20,730 - Train: 88.15% [1102750/1251000] [881.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000132] [CE 4.437 (3.818)] [KD 2.025 (1.780)] 2024-10-19 00:53:32,640 - Train: 88.15% [1102800/1251000] [881.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000132] [CE 3.420 (3.871)] [KD 1.663 (1.803)] 2024-10-19 00:53:44,817 - Train: 88.16% [1102850/1251000] [881.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000132] [CE 3.840 (3.805)] [KD 1.696 (1.780)] 2024-10-19 00:53:56,858 - Train: 88.16% [1102900/1251000] [881.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000132] [CE 4.306 (3.872)] [KD 1.994 (1.819)] 2024-10-19 00:54:08,842 - Train: 88.17% [1102950/1251000] [881.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000131] [CE 3.999 (3.870)] [KD 1.979 (1.812)] 2024-10-19 00:54:21,007 - Train: 88.17% [1103000/1251000] [881.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000131] [CE 3.827 (3.831)] [KD 1.765 (1.787)] 2024-10-19 00:54:32,880 - Train: 88.17% [1103050/1251000] [881.7/1000.0] [batch_t 0.368 (0.237)] [data_t 0.009] [optim_t 0.359] [lr 0.000131] [CE 3.698 (3.868)] [KD 1.816 (1.826)] 2024-10-19 00:54:44,617 - Train: 88.18% [1103100/1251000] [881.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000131] [CE 3.809 (3.815)] [KD 1.635 (1.788)] 2024-10-19 00:54:56,575 - Train: 88.18% [1103150/1251000] [881.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000131] [CE 3.910 (3.798)] [KD 1.795 (1.775)] 2024-10-19 00:55:08,480 - Train: 88.19% [1103200/1251000] [881.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000131] [CE 3.872 (3.809)] [KD 1.760 (1.793)] 2024-10-19 00:55:20,456 - Train: 88.19% [1103250/1251000] [881.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000131] [CE 4.002 (3.828)] [KD 1.954 (1.773)] 2024-10-19 00:55:32,554 - Train: 88.19% [1103300/1251000] [881.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000131] [CE 3.890 (3.806)] [KD 1.787 (1.789)] 2024-10-19 00:55:44,321 - Train: 88.20% [1103350/1251000] [882.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000131] [CE 3.741 (3.850)] [KD 1.673 (1.812)] 2024-10-19 00:56:04,304 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 41073] [top5_cnt 48005] [top_all 50000] 2024-10-19 00:56:04,305 - net: 82.146 (96.010) 2024-10-19 00:56:16,378 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41436] [top5_cnt 48122] [top_all 50000] 2024-10-19 00:56:16,379 - net_E: 82.872 (96.244) 2024-10-19 00:56:16,542 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.884 (epoch: 869)] 2024-10-19 00:56:16,543 - ==> Total time: 3 days, 9:42:57 Eta: 10:55:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 00:56:24,578 - Train: 88.20% [1103400/1251000] [882.0/1000.0] [batch_t 0.232 (0.368)] [data_t 0.009] [optim_t 0.224] [lr 0.000131] [CE 3.533 (3.839)] [KD 1.670 (1.772)] 2024-10-19 00:56:37,106 - Train: 88.21% [1103450/1251000] [882.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000131] [CE 3.807 (3.816)] [KD 1.781 (1.807)] 2024-10-19 00:56:49,372 - Train: 88.21% [1103500/1251000] [882.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000131] [CE 3.606 (3.824)] [KD 1.754 (1.791)] 2024-10-19 00:57:01,044 - Train: 88.21% [1103550/1251000] [882.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000131] [CE 3.719 (3.773)] [KD 1.722 (1.755)] 2024-10-19 00:57:13,121 - Train: 88.22% [1103600/1251000] [882.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000131] [CE 3.679 (3.765)] [KD 1.792 (1.778)] 2024-10-19 00:57:25,228 - Train: 88.22% [1103650/1251000] [882.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000131] [CE 4.010 (3.912)] [KD 1.905 (1.832)] 2024-10-19 00:57:37,089 - Train: 88.23% [1103700/1251000] [882.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000130] [CE 3.605 (3.805)] [KD 1.591 (1.779)] 2024-10-19 00:57:49,114 - Train: 88.23% [1103750/1251000] [882.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000130] [CE 4.647 (3.810)] [KD 2.070 (1.765)] 2024-10-19 00:58:01,039 - Train: 88.23% [1103800/1251000] [882.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000130] [CE 3.905 (3.740)] [KD 1.917 (1.731)] 2024-10-19 00:58:13,218 - Train: 88.24% [1103850/1251000] [882.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000130] [CE 3.992 (3.796)] [KD 1.815 (1.776)] 2024-10-19 00:58:25,250 - Train: 88.24% [1103900/1251000] [882.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000130] [CE 3.800 (3.858)] [KD 1.735 (1.803)] 2024-10-19 00:58:37,157 - Train: 88.25% [1103950/1251000] [882.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000130] [CE 4.088 (3.794)] [KD 1.848 (1.762)] 2024-10-19 00:58:48,840 - Train: 88.25% [1104000/1251000] [882.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000130] [CE 4.149 (3.733)] [KD 1.979 (1.746)] 2024-10-19 00:59:01,002 - Train: 88.25% [1104050/1251000] [882.5/1000.0] [batch_t 0.367 (0.243)] [data_t 0.009] [optim_t 0.358] [lr 0.000130] [CE 3.706 (3.827)] [KD 1.724 (1.776)] 2024-10-19 00:59:13,071 - Train: 88.26% [1104100/1251000] [882.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000130] [CE 4.042 (3.825)] [KD 1.915 (1.790)] 2024-10-19 00:59:25,051 - Train: 88.26% [1104150/1251000] [882.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000130] [CE 3.385 (3.846)] [KD 1.647 (1.779)] 2024-10-19 00:59:36,865 - Train: 88.27% [1104200/1251000] [882.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000130] [CE 3.886 (3.778)] [KD 1.759 (1.769)] 2024-10-19 00:59:48,872 - Train: 88.27% [1104250/1251000] [882.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000130] [CE 3.988 (3.891)] [KD 1.973 (1.836)] 2024-10-19 01:00:01,034 - Train: 88.27% [1104300/1251000] [882.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000130] [CE 3.800 (3.880)] [KD 1.940 (1.808)] 2024-10-19 01:00:12,758 - Train: 88.28% [1104350/1251000] [882.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000130] [CE 4.124 (3.803)] [KD 1.836 (1.784)] 2024-10-19 01:00:24,666 - Train: 88.28% [1104400/1251000] [882.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000130] [CE 4.603 (3.854)] [KD 2.136 (1.789)] 2024-10-19 01:00:36,777 - Train: 88.29% [1104450/1251000] [882.9/1000.0] [batch_t 0.355 (0.242)] [data_t 0.009] [optim_t 0.346] [lr 0.000129] [CE 4.343 (3.819)] [KD 2.035 (1.783)] 2024-10-19 01:00:48,773 - Train: 88.29% [1104500/1251000] [882.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000129] [CE 3.607 (3.735)] [KD 1.676 (1.761)] 2024-10-19 01:01:00,614 - Train: 88.29% [1104550/1251000] [882.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000129] [CE 4.018 (3.858)] [KD 1.902 (1.796)] 2024-10-19 01:01:12,592 - Train: 88.30% [1104600/1251000] [883.0/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000129] [CE 3.799 (3.868)] [KD 1.833 (1.830)] 2024-10-19 01:01:32,524 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41107] [top5_cnt 48010] [top_all 50000] 2024-10-19 01:01:32,525 - net: 82.214 (96.020) 2024-10-19 01:01:45,093 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 41471] [top5_cnt 48149] [top_all 50000] 2024-10-19 01:01:45,094 - net_E: 82.942 (96.298) 2024-10-19 01:01:45,232 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:01:45,232 - ==> Total time: 3 days, 9:48:25 Eta: 10:50:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:01:55,074 - Train: 88.30% [1104650/1251000] [883.0/1000.0] [batch_t 0.232 (0.321)] [data_t 0.009] [optim_t 0.223] [lr 0.000129] [CE 3.421 (3.807)] [KD 1.689 (1.789)] 2024-10-19 01:02:07,314 - Train: 88.31% [1104700/1251000] [883.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000129] [CE 3.690 (3.802)] [KD 1.660 (1.769)] 2024-10-19 01:02:19,114 - Train: 88.31% [1104750/1251000] [883.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000129] [CE 3.669 (3.861)] [KD 1.681 (1.794)] 2024-10-19 01:02:30,991 - Train: 88.31% [1104800/1251000] [883.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000129] [CE 4.140 (3.853)] [KD 2.038 (1.805)] 2024-10-19 01:02:43,056 - Train: 88.32% [1104850/1251000] [883.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000129] [CE 3.990 (3.789)] [KD 2.028 (1.752)] 2024-10-19 01:02:55,098 - Train: 88.32% [1104900/1251000] [883.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000129] [CE 3.960 (3.894)] [KD 2.028 (1.811)] 2024-10-19 01:03:06,957 - Train: 88.33% [1104950/1251000] [883.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000129] [CE 3.385 (3.839)] [KD 1.474 (1.774)] 2024-10-19 01:03:18,914 - Train: 88.33% [1105000/1251000] [883.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000129] [CE 4.382 (3.832)] [KD 1.924 (1.798)] 2024-10-19 01:03:30,945 - Train: 88.33% [1105050/1251000] [883.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000129] [CE 4.202 (3.778)] [KD 2.000 (1.755)] 2024-10-19 01:03:42,826 - Train: 88.34% [1105100/1251000] [883.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000129] [CE 3.645 (3.902)] [KD 1.710 (1.827)] 2024-10-19 01:03:54,892 - Train: 88.34% [1105150/1251000] [883.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000129] [CE 3.821 (3.801)] [KD 1.740 (1.757)] 2024-10-19 01:04:06,763 - Train: 88.35% [1105200/1251000] [883.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000128] [CE 3.618 (3.732)] [KD 1.587 (1.746)] 2024-10-19 01:04:18,675 - Train: 88.35% [1105250/1251000] [883.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000128] [CE 3.550 (3.889)] [KD 1.583 (1.808)] 2024-10-19 01:04:30,615 - Train: 88.35% [1105300/1251000] [883.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000128] [CE 3.581 (3.821)] [KD 1.623 (1.795)] 2024-10-19 01:04:42,804 - Train: 88.36% [1105350/1251000] [883.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000128] [CE 3.943 (3.843)] [KD 1.722 (1.797)] 2024-10-19 01:04:54,512 - Train: 88.36% [1105400/1251000] [883.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000128] [CE 3.863 (3.836)] [KD 2.004 (1.800)] 2024-10-19 01:05:06,528 - Train: 88.37% [1105450/1251000] [883.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000128] [CE 3.928 (3.798)] [KD 1.752 (1.767)] 2024-10-19 01:05:18,610 - Train: 88.37% [1105500/1251000] [883.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000128] [CE 3.971 (3.801)] [KD 1.882 (1.785)] 2024-10-19 01:05:30,492 - Train: 88.37% [1105550/1251000] [883.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000128] [CE 4.326 (3.868)] [KD 2.013 (1.786)] 2024-10-19 01:05:42,209 - Train: 88.38% [1105600/1251000] [883.8/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000128] [CE 3.810 (3.805)] [KD 1.733 (1.784)] 2024-10-19 01:05:54,541 - Train: 88.38% [1105650/1251000] [883.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000128] [CE 3.425 (3.829)] [KD 1.547 (1.784)] 2024-10-19 01:06:06,467 - Train: 88.39% [1105700/1251000] [883.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000128] [CE 4.024 (3.747)] [KD 1.932 (1.758)] 2024-10-19 01:06:18,455 - Train: 88.39% [1105750/1251000] [883.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000128] [CE 3.527 (3.793)] [KD 1.624 (1.754)] 2024-10-19 01:06:30,440 - Train: 88.39% [1105800/1251000] [883.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000128] [CE 3.689 (3.792)] [KD 1.780 (1.772)] 2024-10-19 01:06:42,542 - Train: 88.40% [1105850/1251000] [884.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000128] [CE 3.348 (3.847)] [KD 1.452 (1.783)] 2024-10-19 01:07:02,789 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41128] [top5_cnt 48021] [top_all 50000] 2024-10-19 01:07:02,790 - net: 82.256 (96.042) 2024-10-19 01:07:14,960 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41459] [top5_cnt 48157] [top_all 50000] 2024-10-19 01:07:14,961 - net_E: 82.918 (96.314) 2024-10-19 01:07:15,116 - Max [top1: 82.260 (epoch: 872)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:07:15,116 - ==> Total time: 3 days, 9:53:55 Eta: 10:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:07:22,502 - Train: 88.40% [1105900/1251000] [884.0/1000.0] [batch_t 0.234 (0.380)] [data_t 0.009] [optim_t 0.225] [lr 0.000128] [CE 3.589 (3.750)] [KD 1.624 (1.718)] 2024-10-19 01:07:34,664 - Train: 88.41% [1105950/1251000] [884.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000127] [CE 4.049 (3.845)] [KD 1.869 (1.799)] 2024-10-19 01:07:47,017 - Train: 88.41% [1106000/1251000] [884.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000127] [CE 3.514 (3.801)] [KD 1.730 (1.768)] 2024-10-19 01:07:58,709 - Train: 88.41% [1106050/1251000] [884.1/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000127] [CE 3.765 (3.758)] [KD 1.782 (1.767)] 2024-10-19 01:08:10,716 - Train: 88.42% [1106100/1251000] [884.2/1000.0] [batch_t 0.321 (0.240)] [data_t 0.009] [optim_t 0.312] [lr 0.000127] [CE 3.793 (3.816)] [KD 1.668 (1.777)] 2024-10-19 01:08:22,627 - Train: 88.42% [1106150/1251000] [884.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000127] [CE 3.794 (3.833)] [KD 1.686 (1.795)] 2024-10-19 01:08:34,446 - Train: 88.43% [1106200/1251000] [884.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000127] [CE 4.087 (3.760)] [KD 1.906 (1.744)] 2024-10-19 01:08:46,166 - Train: 88.43% [1106250/1251000] [884.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000127] [CE 4.125 (3.768)] [KD 2.015 (1.753)] 2024-10-19 01:08:58,427 - Train: 88.43% [1106300/1251000] [884.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000127] [CE 3.837 (3.758)] [KD 1.792 (1.742)] 2024-10-19 01:09:10,298 - Train: 88.44% [1106350/1251000] [884.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000127] [CE 3.843 (3.793)] [KD 1.722 (1.774)] 2024-10-19 01:09:22,459 - Train: 88.44% [1106400/1251000] [884.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000127] [CE 3.800 (3.797)] [KD 1.787 (1.775)] 2024-10-19 01:09:34,318 - Train: 88.45% [1106450/1251000] [884.5/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000127] [CE 3.428 (3.859)] [KD 1.660 (1.798)] 2024-10-19 01:09:46,512 - Train: 88.45% [1106500/1251000] [884.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.020] [optim_t 0.224] [lr 0.000127] [CE 3.991 (3.783)] [KD 1.823 (1.778)] 2024-10-19 01:09:58,688 - Train: 88.45% [1106550/1251000] [884.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000127] [CE 4.065 (3.781)] [KD 1.879 (1.756)] 2024-10-19 01:10:10,929 - Train: 88.46% [1106600/1251000] [884.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000127] [CE 3.807 (3.794)] [KD 1.769 (1.781)] 2024-10-19 01:10:22,914 - Train: 88.46% [1106650/1251000] [884.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.000127] [CE 4.017 (3.795)] [KD 1.977 (1.770)] 2024-10-19 01:10:35,211 - Train: 88.47% [1106700/1251000] [884.7/1000.0] [batch_t 0.243 (0.246)] [data_t 0.019] [optim_t 0.224] [lr 0.000126] [CE 3.610 (3.777)] [KD 1.682 (1.755)] 2024-10-19 01:10:47,358 - Train: 88.47% [1106750/1251000] [884.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000126] [CE 4.145 (3.816)] [KD 1.831 (1.756)] 2024-10-19 01:10:59,497 - Train: 88.47% [1106800/1251000] [884.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.011] [optim_t 0.222] [lr 0.000126] [CE 3.963 (3.778)] [KD 1.882 (1.764)] 2024-10-19 01:11:11,762 - Train: 88.48% [1106850/1251000] [884.8/1000.0] [batch_t 0.244 (0.245)] [data_t 0.021] [optim_t 0.224] [lr 0.000126] [CE 3.416 (3.807)] [KD 1.636 (1.779)] 2024-10-19 01:11:24,031 - Train: 88.48% [1106900/1251000] [884.8/1000.0] [batch_t 0.315 (0.245)] [data_t 0.030] [optim_t 0.285] [lr 0.000126] [CE 4.113 (3.864)] [KD 1.963 (1.818)] 2024-10-19 01:11:36,257 - Train: 88.49% [1106950/1251000] [884.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000126] [CE 3.759 (3.785)] [KD 1.661 (1.762)] 2024-10-19 01:11:48,338 - Train: 88.49% [1107000/1251000] [884.9/1000.0] [batch_t 0.265 (0.242)] [data_t 0.042] [optim_t 0.223] [lr 0.000126] [CE 3.950 (3.855)] [KD 1.891 (1.809)] 2024-10-19 01:12:00,320 - Train: 88.49% [1107050/1251000] [884.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000126] [CE 3.555 (3.729)] [KD 1.534 (1.734)] 2024-10-19 01:12:12,586 - Train: 88.50% [1107100/1251000] [885.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000126] [CE 3.344 (3.771)] [KD 1.450 (1.765)] 2024-10-19 01:12:33,447 - Test (net): 100.00% [50/50] [batch_t 0.075 (0.244)] [top1_cnt 41172] [top5_cnt 48008] [top_all 50000] 2024-10-19 01:12:33,448 - net: 82.344 (96.016) 2024-10-19 01:12:45,585 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41467] [top5_cnt 48157] [top_all 50000] 2024-10-19 01:12:45,585 - net_E: 82.934 (96.314) 2024-10-19 01:12:45,731 - Max [top1: 82.344 (epoch: 885)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:12:45,731 - ==> Total time: 3 days, 9:59:26 Eta: 10:39:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:12:55,790 - Train: 88.50% [1107150/1251000] [885.0/1000.0] [batch_t 0.233 (0.310)] [data_t 0.009] [optim_t 0.224] [lr 0.000126] [CE 3.545 (3.819)] [KD 1.768 (1.774)] 2024-10-19 01:13:07,832 - Train: 88.51% [1107200/1251000] [885.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000126] [CE 3.306 (3.801)] [KD 1.632 (1.776)] 2024-10-19 01:13:19,963 - Train: 88.51% [1107250/1251000] [885.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000126] [CE 3.823 (3.770)] [KD 1.875 (1.760)] 2024-10-19 01:13:32,113 - Train: 88.51% [1107300/1251000] [885.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000126] [CE 3.512 (3.832)] [KD 1.645 (1.767)] 2024-10-19 01:13:44,133 - Train: 88.52% [1107350/1251000] [885.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000126] [CE 3.717 (3.842)] [KD 1.717 (1.790)] 2024-10-19 01:13:55,807 - Train: 88.52% [1107400/1251000] [885.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000126] [CE 4.122 (3.844)] [KD 1.936 (1.790)] 2024-10-19 01:14:07,656 - Train: 88.53% [1107450/1251000] [885.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000125] [CE 4.078 (3.826)] [KD 1.765 (1.782)] 2024-10-19 01:14:19,493 - Train: 88.53% [1107500/1251000] [885.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000125] [CE 3.869 (3.884)] [KD 1.758 (1.793)] 2024-10-19 01:14:31,626 - Train: 88.53% [1107550/1251000] [885.3/1000.0] [batch_t 0.375 (0.243)] [data_t 0.009] [optim_t 0.366] [lr 0.000125] [CE 3.593 (3.766)] [KD 1.745 (1.758)] 2024-10-19 01:14:43,524 - Train: 88.54% [1107600/1251000] [885.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000125] [CE 4.018 (3.841)] [KD 1.842 (1.779)] 2024-10-19 01:14:55,548 - Train: 88.54% [1107650/1251000] [885.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000125] [CE 4.119 (3.854)] [KD 1.837 (1.810)] 2024-10-19 01:15:07,349 - Train: 88.55% [1107700/1251000] [885.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000125] [CE 4.276 (3.831)] [KD 1.877 (1.775)] 2024-10-19 01:15:19,204 - Train: 88.55% [1107750/1251000] [885.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000125] [CE 3.852 (3.782)] [KD 1.711 (1.750)] 2024-10-19 01:15:31,024 - Train: 88.55% [1107800/1251000] [885.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000125] [CE 3.994 (3.756)] [KD 1.892 (1.744)] 2024-10-19 01:15:43,171 - Train: 88.56% [1107850/1251000] [885.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000125] [CE 3.567 (3.762)] [KD 1.793 (1.765)] 2024-10-19 01:15:54,908 - Train: 88.56% [1107900/1251000] [885.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000125] [CE 4.016 (3.863)] [KD 1.864 (1.814)] 2024-10-19 01:16:07,104 - Train: 88.57% [1107950/1251000] [885.7/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000125] [CE 4.098 (3.824)] [KD 2.018 (1.784)] 2024-10-19 01:16:18,905 - Train: 88.57% [1108000/1251000] [885.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000125] [CE 3.332 (3.761)] [KD 1.662 (1.753)] 2024-10-19 01:16:30,771 - Train: 88.57% [1108050/1251000] [885.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000125] [CE 3.330 (3.807)] [KD 1.613 (1.772)] 2024-10-19 01:16:42,576 - Train: 88.58% [1108100/1251000] [885.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000125] [CE 3.444 (3.741)] [KD 1.467 (1.725)] 2024-10-19 01:16:54,740 - Train: 88.58% [1108150/1251000] [885.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000125] [CE 3.673 (3.791)] [KD 1.811 (1.752)] 2024-10-19 01:17:06,634 - Train: 88.59% [1108200/1251000] [885.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000124] [CE 4.091 (3.798)] [KD 1.931 (1.780)] 2024-10-19 01:17:18,724 - Train: 88.59% [1108250/1251000] [885.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 3.504 (3.791)] [KD 1.622 (1.754)] 2024-10-19 01:17:30,662 - Train: 88.59% [1108300/1251000] [885.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000124] [CE 4.098 (3.769)] [KD 2.136 (1.736)] 2024-10-19 01:17:42,510 - Train: 88.60% [1108350/1251000] [886.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 3.764 (3.846)] [KD 1.677 (1.788)] 2024-10-19 01:18:03,740 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.251)] [top1_cnt 41135] [top5_cnt 48012] [top_all 50000] 2024-10-19 01:18:03,741 - net: 82.270 (96.024) 2024-10-19 01:18:15,904 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41461] [top5_cnt 48149] [top_all 50000] 2024-10-19 01:18:15,904 - net_E: 82.922 (96.298) 2024-10-19 01:18:16,046 - Max [top1: 82.344 (epoch: 885)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:18:16,047 - ==> Total time: 3 days, 10:04:56 Eta: 10:33:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:18:23,433 - Train: 88.60% [1108400/1251000] [886.0/1000.0] [batch_t 0.233 (0.435)] [data_t 0.009] [optim_t 0.224] [lr 0.000124] [CE 4.299 (3.666)] [KD 2.145 (1.689)] 2024-10-19 01:18:35,747 - Train: 88.61% [1108450/1251000] [886.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 4.142 (3.779)] [KD 1.893 (1.753)] 2024-10-19 01:18:47,924 - Train: 88.61% [1108500/1251000] [886.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 3.686 (3.859)] [KD 1.708 (1.783)] 2024-10-19 01:18:59,811 - Train: 88.61% [1108550/1251000] [886.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000124] [CE 3.447 (3.742)] [KD 1.679 (1.714)] 2024-10-19 01:19:11,783 - Train: 88.62% [1108600/1251000] [886.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000124] [CE 3.660 (3.808)] [KD 1.688 (1.770)] 2024-10-19 01:19:23,810 - Train: 88.62% [1108650/1251000] [886.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000124] [CE 3.523 (3.855)] [KD 1.672 (1.796)] 2024-10-19 01:19:35,800 - Train: 88.63% [1108700/1251000] [886.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 3.686 (3.875)] [KD 1.648 (1.800)] 2024-10-19 01:19:47,724 - Train: 88.63% [1108750/1251000] [886.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000124] [CE 3.652 (3.821)] [KD 1.654 (1.787)] 2024-10-19 01:19:59,520 - Train: 88.63% [1108800/1251000] [886.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000124] [CE 3.924 (3.806)] [KD 1.912 (1.779)] 2024-10-19 01:20:11,756 - Train: 88.64% [1108850/1251000] [886.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000124] [CE 3.466 (3.804)] [KD 1.650 (1.774)] 2024-10-19 01:20:23,954 - Train: 88.64% [1108900/1251000] [886.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000124] [CE 4.130 (3.833)] [KD 1.828 (1.769)] 2024-10-19 01:20:35,864 - Train: 88.65% [1108950/1251000] [886.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.000123] [CE 3.609 (3.781)] [KD 1.556 (1.750)] 2024-10-19 01:20:47,846 - Train: 88.65% [1109000/1251000] [886.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000123] [CE 4.046 (3.778)] [KD 1.950 (1.744)] 2024-10-19 01:20:59,949 - Train: 88.65% [1109050/1251000] [886.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000123] [CE 3.951 (3.800)] [KD 1.816 (1.773)] 2024-10-19 01:21:11,893 - Train: 88.66% [1109100/1251000] [886.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000123] [CE 3.698 (3.828)] [KD 1.598 (1.778)] 2024-10-19 01:21:23,906 - Train: 88.66% [1109150/1251000] [886.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000123] [CE 4.566 (3.806)] [KD 2.247 (1.755)] 2024-10-19 01:21:35,871 - Train: 88.67% [1109200/1251000] [886.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000123] [CE 4.018 (3.766)] [KD 1.859 (1.759)] 2024-10-19 01:21:47,881 - Train: 88.67% [1109250/1251000] [886.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000123] [CE 3.894 (3.814)] [KD 1.757 (1.768)] 2024-10-19 01:21:59,877 - Train: 88.67% [1109300/1251000] [886.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000123] [CE 3.880 (3.791)] [KD 1.783 (1.754)] 2024-10-19 01:22:11,792 - Train: 88.68% [1109350/1251000] [886.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000123] [CE 4.376 (3.848)] [KD 1.980 (1.789)] 2024-10-19 01:22:23,482 - Train: 88.68% [1109400/1251000] [886.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000123] [CE 4.256 (3.807)] [KD 1.896 (1.742)] 2024-10-19 01:22:35,590 - Train: 88.69% [1109450/1251000] [886.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000123] [CE 3.937 (3.759)] [KD 1.952 (1.734)] 2024-10-19 01:22:47,693 - Train: 88.69% [1109500/1251000] [886.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000123] [CE 4.068 (3.851)] [KD 1.825 (1.791)] 2024-10-19 01:22:59,659 - Train: 88.69% [1109550/1251000] [886.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000123] [CE 3.618 (3.782)] [KD 1.768 (1.760)] 2024-10-19 01:23:11,540 - Train: 88.70% [1109600/1251000] [887.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000123] [CE 4.046 (3.777)] [KD 1.876 (1.741)] 2024-10-19 01:23:32,477 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41152] [top5_cnt 48027] [top_all 50000] 2024-10-19 01:23:32,477 - net: 82.304 (96.054) 2024-10-19 01:23:44,519 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41444] [top5_cnt 48135] [top_all 50000] 2024-10-19 01:23:44,519 - net_E: 82.888 (96.270) 2024-10-19 01:23:44,665 - Max [top1: 82.344 (epoch: 885)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:23:44,665 - ==> Total time: 3 days, 10:10:25 Eta: 10:28:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:23:51,341 - Train: 88.70% [1109650/1251000] [887.0/1000.0] [batch_t 0.232 (0.398)] [data_t 0.009] [optim_t 0.223] [lr 0.000123] [CE 3.667 (3.702)] [KD 1.584 (1.701)] 2024-10-19 01:24:03,396 - Train: 88.71% [1109700/1251000] [887.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000123] [CE 3.764 (3.768)] [KD 1.713 (1.755)] 2024-10-19 01:24:15,653 - Train: 88.71% [1109750/1251000] [887.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000122] [CE 3.516 (3.824)] [KD 1.723 (1.769)] 2024-10-19 01:24:27,726 - Train: 88.71% [1109800/1251000] [887.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000122] [CE 3.699 (3.738)] [KD 1.669 (1.729)] 2024-10-19 01:24:39,708 - Train: 88.72% [1109850/1251000] [887.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000122] [CE 3.605 (3.776)] [KD 1.653 (1.755)] 2024-10-19 01:24:51,506 - Train: 88.72% [1109900/1251000] [887.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000122] [CE 3.844 (3.735)] [KD 1.753 (1.727)] 2024-10-19 01:25:03,361 - Train: 88.73% [1109950/1251000] [887.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000122] [CE 4.426 (3.790)] [KD 2.043 (1.750)] 2024-10-19 01:25:15,573 - Train: 88.73% [1110000/1251000] [887.3/1000.0] [batch_t 0.306 (0.244)] [data_t 0.009] [optim_t 0.297] [lr 0.000122] [CE 4.009 (3.804)] [KD 1.799 (1.774)] 2024-10-19 01:25:27,519 - Train: 88.73% [1110050/1251000] [887.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000122] [CE 3.926 (3.890)] [KD 1.783 (1.799)] 2024-10-19 01:25:39,355 - Train: 88.74% [1110100/1251000] [887.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000122] [CE 3.814 (3.860)] [KD 1.834 (1.792)] 2024-10-19 01:25:51,163 - Train: 88.74% [1110150/1251000] [887.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000122] [CE 3.680 (3.846)] [KD 1.756 (1.792)] 2024-10-19 01:26:03,478 - Train: 88.75% [1110200/1251000] [887.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000122] [CE 3.423 (3.804)] [KD 1.677 (1.752)] 2024-10-19 01:26:15,518 - Train: 88.75% [1110250/1251000] [887.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000122] [CE 3.981 (3.828)] [KD 1.963 (1.780)] 2024-10-19 01:26:27,306 - Train: 88.75% [1110300/1251000] [887.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000122] [CE 3.098 (3.741)] [KD 1.495 (1.745)] 2024-10-19 01:26:39,450 - Train: 88.76% [1110350/1251000] [887.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000122] [CE 3.689 (3.771)] [KD 1.652 (1.759)] 2024-10-19 01:26:51,773 - Train: 88.76% [1110400/1251000] [887.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000122] [CE 3.557 (3.802)] [KD 1.564 (1.751)] 2024-10-19 01:27:03,754 - Train: 88.76% [1110450/1251000] [887.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000122] [CE 3.842 (3.791)] [KD 1.953 (1.769)] 2024-10-19 01:27:15,742 - Train: 88.77% [1110500/1251000] [887.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000121] [CE 3.637 (3.796)] [KD 1.849 (1.761)] 2024-10-19 01:27:27,841 - Train: 88.77% [1110550/1251000] [887.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000121] [CE 3.806 (3.764)] [KD 1.868 (1.741)] 2024-10-19 01:27:39,900 - Train: 88.78% [1110600/1251000] [887.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000121] [CE 3.854 (3.865)] [KD 1.794 (1.800)] 2024-10-19 01:27:52,044 - Train: 88.78% [1110650/1251000] [887.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000121] [CE 3.804 (3.696)] [KD 1.856 (1.719)] 2024-10-19 01:28:03,828 - Train: 88.78% [1110700/1251000] [887.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000121] [CE 4.006 (3.847)] [KD 1.971 (1.791)] 2024-10-19 01:28:15,977 - Train: 88.79% [1110750/1251000] [887.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000121] [CE 3.258 (3.823)] [KD 1.575 (1.752)] 2024-10-19 01:28:28,173 - Train: 88.79% [1110800/1251000] [887.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000121] [CE 3.580 (3.803)] [KD 1.555 (1.737)] 2024-10-19 01:28:40,303 - Train: 88.80% [1110850/1251000] [888.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000121] [CE 4.136 (3.810)] [KD 1.885 (1.744)] 2024-10-19 01:29:01,252 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41204] [top5_cnt 48041] [top_all 50000] 2024-10-19 01:29:01,252 - net: 82.408 (96.082) 2024-10-19 01:29:13,519 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41454] [top5_cnt 48125] [top_all 50000] 2024-10-19 01:29:13,519 - net_E: 82.908 (96.250) 2024-10-19 01:29:13,672 - Max [top1: 82.408 (epoch: 888)] [top1-ema: 82.942 (epoch: 883)] 2024-10-19 01:29:13,672 - ==> Total time: 3 days, 10:15:54 Eta: 10:22:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:29:22,145 - Train: 88.80% [1110900/1251000] [888.0/1000.0] [batch_t 0.237 (0.328)] [data_t 0.009] [optim_t 0.227] [lr 0.000121] [CE 3.416 (3.800)] [KD 1.558 (1.706)] 2024-10-19 01:29:34,113 - Train: 88.80% [1110950/1251000] [888.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000121] [CE 3.806 (3.875)] [KD 1.772 (1.788)] 2024-10-19 01:29:46,761 - Train: 88.81% [1111000/1251000] [888.1/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000121] [CE 3.865 (3.787)] [KD 1.793 (1.749)] 2024-10-19 01:29:58,744 - Train: 88.81% [1111050/1251000] [888.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000121] [CE 3.778 (3.754)] [KD 1.592 (1.741)] 2024-10-19 01:30:10,507 - Train: 88.82% [1111100/1251000] [888.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000121] [CE 4.139 (3.800)] [KD 1.743 (1.739)] 2024-10-19 01:30:22,558 - Train: 88.82% [1111150/1251000] [888.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000121] [CE 3.690 (3.814)] [KD 1.648 (1.756)] 2024-10-19 01:30:34,402 - Train: 88.82% [1111200/1251000] [888.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000121] [CE 3.770 (3.778)] [KD 1.729 (1.775)] 2024-10-19 01:30:46,179 - Train: 88.83% [1111250/1251000] [888.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.018] [optim_t 0.223] [lr 0.000121] [CE 3.372 (3.785)] [KD 1.640 (1.757)] 2024-10-19 01:30:58,402 - Train: 88.83% [1111300/1251000] [888.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000120] [CE 3.840 (3.818)] [KD 1.728 (1.772)] 2024-10-19 01:31:10,616 - Train: 88.84% [1111350/1251000] [888.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000120] [CE 3.497 (3.848)] [KD 1.546 (1.797)] 2024-10-19 01:31:22,760 - Train: 88.84% [1111400/1251000] [888.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000120] [CE 3.853 (3.793)] [KD 1.947 (1.762)] 2024-10-19 01:31:34,861 - Train: 88.84% [1111450/1251000] [888.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000120] [CE 3.575 (3.822)] [KD 1.533 (1.766)] 2024-10-19 01:31:46,717 - Train: 88.85% [1111500/1251000] [888.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000120] [CE 3.647 (3.778)] [KD 1.781 (1.755)] 2024-10-19 01:31:58,633 - Train: 88.85% [1111550/1251000] [888.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.014] [optim_t 0.226] [lr 0.000120] [CE 4.305 (3.824)] [KD 2.071 (1.777)] 2024-10-19 01:32:10,804 - Train: 88.86% [1111600/1251000] [888.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000120] [CE 3.643 (3.777)] [KD 1.706 (1.747)] 2024-10-19 01:32:23,036 - Train: 88.86% [1111650/1251000] [888.6/1000.0] [batch_t 0.423 (0.245)] [data_t 0.009] [optim_t 0.414] [lr 0.000120] [CE 4.125 (3.810)] [KD 2.066 (1.750)] 2024-10-19 01:32:35,086 - Train: 88.86% [1111700/1251000] [888.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000120] [CE 3.883 (3.887)] [KD 1.736 (1.785)] 2024-10-19 01:32:46,938 - Train: 88.87% [1111750/1251000] [888.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000120] [CE 3.678 (3.774)] [KD 1.668 (1.754)] 2024-10-19 01:32:58,916 - Train: 88.87% [1111800/1251000] [888.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000120] [CE 3.881 (3.797)] [KD 1.671 (1.746)] 2024-10-19 01:33:10,880 - Train: 88.88% [1111850/1251000] [888.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000120] [CE 3.754 (3.791)] [KD 1.721 (1.756)] 2024-10-19 01:33:22,898 - Train: 88.88% [1111900/1251000] [888.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000120] [CE 3.412 (3.803)] [KD 1.554 (1.768)] 2024-10-19 01:33:34,938 - Train: 88.88% [1111950/1251000] [888.8/1000.0] [batch_t 0.387 (0.241)] [data_t 0.009] [optim_t 0.378] [lr 0.000120] [CE 3.987 (3.785)] [KD 1.981 (1.757)] 2024-10-19 01:33:47,104 - Train: 88.89% [1112000/1251000] [888.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000120] [CE 3.806 (3.849)] [KD 1.867 (1.797)] 2024-10-19 01:33:59,238 - Train: 88.89% [1112050/1251000] [888.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000119] [CE 3.415 (3.766)] [KD 1.696 (1.761)] 2024-10-19 01:34:11,073 - Train: 88.90% [1112100/1251000] [889.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000119] [CE 4.432 (3.819)] [KD 2.038 (1.760)] 2024-10-19 01:34:33,073 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 41179] [top5_cnt 48030] [top_all 50000] 2024-10-19 01:34:33,074 - net: 82.358 (96.060) 2024-10-19 01:34:45,650 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 41475] [top5_cnt 48131] [top_all 50000] 2024-10-19 01:34:45,650 - net_E: 82.950 (96.262) 2024-10-19 01:34:45,821 - Max [top1: 82.408 (epoch: 888)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 01:34:45,821 - ==> Total time: 3 days, 10:21:26 Eta: 10:16:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:34:54,072 - Train: 88.90% [1112150/1251000] [889.0/1000.0] [batch_t 0.230 (0.340)] [data_t 0.009] [optim_t 0.222] [lr 0.000119] [CE 3.959 (3.740)] [KD 1.914 (1.741)] 2024-10-19 01:35:06,002 - Train: 88.90% [1112200/1251000] [889.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000119] [CE 3.787 (3.857)] [KD 1.722 (1.787)] 2024-10-19 01:35:18,238 - Train: 88.91% [1112250/1251000] [889.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000119] [CE 3.740 (3.788)] [KD 1.665 (1.750)] 2024-10-19 01:35:30,274 - Train: 88.91% [1112300/1251000] [889.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000119] [CE 3.356 (3.804)] [KD 1.489 (1.732)] 2024-10-19 01:35:42,144 - Train: 88.92% [1112350/1251000] [889.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000119] [CE 4.224 (3.813)] [KD 1.886 (1.768)] 2024-10-19 01:35:53,930 - Train: 88.92% [1112400/1251000] [889.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000119] [CE 3.681 (3.770)] [KD 1.666 (1.735)] 2024-10-19 01:36:05,758 - Train: 88.92% [1112450/1251000] [889.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000119] [CE 3.684 (3.826)] [KD 1.704 (1.768)] 2024-10-19 01:36:17,892 - Train: 88.93% [1112500/1251000] [889.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000119] [CE 3.570 (3.781)] [KD 1.664 (1.741)] 2024-10-19 01:36:29,790 - Train: 88.93% [1112550/1251000] [889.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000119] [CE 3.970 (3.810)] [KD 1.812 (1.768)] 2024-10-19 01:36:41,700 - Train: 88.94% [1112600/1251000] [889.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000119] [CE 3.592 (3.804)] [KD 1.491 (1.759)] 2024-10-19 01:36:53,523 - Train: 88.94% [1112650/1251000] [889.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000119] [CE 3.780 (3.751)] [KD 1.714 (1.724)] 2024-10-19 01:37:05,570 - Train: 88.94% [1112700/1251000] [889.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000119] [CE 3.863 (3.823)] [KD 1.761 (1.770)] 2024-10-19 01:37:17,309 - Train: 88.95% [1112750/1251000] [889.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000119] [CE 3.889 (3.811)] [KD 1.669 (1.739)] 2024-10-19 01:37:29,272 - Train: 88.95% [1112800/1251000] [889.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000119] [CE 4.047 (3.818)] [KD 1.916 (1.793)] 2024-10-19 01:37:41,167 - Train: 88.96% [1112850/1251000] [889.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000118] [CE 3.717 (3.869)] [KD 1.772 (1.792)] 2024-10-19 01:37:53,089 - Train: 88.96% [1112900/1251000] [889.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000118] [CE 3.757 (3.835)] [KD 1.535 (1.768)] 2024-10-19 01:38:05,330 - Train: 88.96% [1112950/1251000] [889.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000118] [CE 3.776 (3.845)] [KD 1.728 (1.779)] 2024-10-19 01:38:17,482 - Train: 88.97% [1113000/1251000] [889.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000118] [CE 3.891 (3.736)] [KD 1.892 (1.726)] 2024-10-19 01:38:29,326 - Train: 88.97% [1113050/1251000] [889.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000118] [CE 3.281 (3.798)] [KD 1.522 (1.752)] 2024-10-19 01:38:41,341 - Train: 88.98% [1113100/1251000] [889.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000118] [CE 3.837 (3.811)] [KD 1.928 (1.766)] 2024-10-19 01:38:53,624 - Train: 88.98% [1113150/1251000] [889.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000118] [CE 3.845 (3.797)] [KD 1.876 (1.744)] 2024-10-19 01:39:05,542 - Train: 88.98% [1113200/1251000] [889.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000118] [CE 3.761 (3.822)] [KD 1.741 (1.770)] 2024-10-19 01:39:17,690 - Train: 88.99% [1113250/1251000] [889.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000118] [CE 3.776 (3.827)] [KD 1.775 (1.771)] 2024-10-19 01:39:29,780 - Train: 88.99% [1113300/1251000] [889.9/1000.0] [batch_t 0.279 (0.242)] [data_t 0.009] [optim_t 0.270] [lr 0.000118] [CE 4.386 (3.798)] [KD 2.048 (1.735)] 2024-10-19 01:39:41,918 - Train: 89.00% [1113350/1251000] [890.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000118] [CE 4.085 (3.679)] [KD 1.942 (1.702)] 2024-10-19 01:40:03,375 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41063] [top5_cnt 48032] [top_all 50000] 2024-10-19 01:40:03,376 - net: 82.126 (96.064) 2024-10-19 01:40:15,635 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41448] [top5_cnt 48135] [top_all 50000] 2024-10-19 01:40:15,636 - net_E: 82.896 (96.270) 2024-10-19 01:40:15,803 - Max [top1: 82.408 (epoch: 888)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 01:40:15,804 - ==> Total time: 3 days, 10:26:56 Eta: 10:11:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:40:22,391 - Train: 89.00% [1113400/1251000] [890.0/1000.0] [batch_t 0.232 (0.499)] [data_t 0.009] [optim_t 0.223] [lr 0.000118] [CE 3.499 (3.769)] [KD 1.601 (1.782)] 2024-10-19 01:40:34,497 - Train: 89.00% [1113450/1251000] [890.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000118] [CE 4.118 (3.796)] [KD 1.868 (1.751)] 2024-10-19 01:40:46,602 - Train: 89.01% [1113500/1251000] [890.1/1000.0] [batch_t 0.455 (0.242)] [data_t 0.009] [optim_t 0.446] [lr 0.000118] [CE 4.231 (3.844)] [KD 1.949 (1.778)] 2024-10-19 01:40:58,688 - Train: 89.01% [1113550/1251000] [890.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000118] [CE 3.913 (3.686)] [KD 1.813 (1.687)] 2024-10-19 01:41:10,692 - Train: 89.02% [1113600/1251000] [890.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000118] [CE 3.433 (3.808)] [KD 1.488 (1.764)] 2024-10-19 01:41:22,749 - Train: 89.02% [1113650/1251000] [890.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000117] [CE 4.066 (3.787)] [KD 1.878 (1.754)] 2024-10-19 01:41:34,666 - Train: 89.02% [1113700/1251000] [890.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000117] [CE 3.993 (3.696)] [KD 1.803 (1.709)] 2024-10-19 01:41:46,597 - Train: 89.03% [1113750/1251000] [890.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000117] [CE 4.102 (3.827)] [KD 2.082 (1.785)] 2024-10-19 01:41:58,339 - Train: 89.03% [1113800/1251000] [890.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000117] [CE 3.751 (3.840)] [KD 1.639 (1.777)] 2024-10-19 01:42:10,314 - Train: 89.04% [1113850/1251000] [890.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000117] [CE 3.668 (3.808)] [KD 1.766 (1.762)] 2024-10-19 01:42:22,666 - Train: 89.04% [1113900/1251000] [890.4/1000.0] [batch_t 0.371 (0.247)] [data_t 0.009] [optim_t 0.362] [lr 0.000117] [CE 4.228 (3.780)] [KD 1.877 (1.740)] 2024-10-19 01:42:34,519 - Train: 89.04% [1113950/1251000] [890.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000117] [CE 3.681 (3.775)] [KD 1.685 (1.727)] 2024-10-19 01:42:46,237 - Train: 89.05% [1114000/1251000] [890.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000117] [CE 4.113 (3.788)] [KD 1.982 (1.760)] 2024-10-19 01:42:58,199 - Train: 89.05% [1114050/1251000] [890.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000117] [CE 4.167 (3.805)] [KD 2.019 (1.756)] 2024-10-19 01:43:10,047 - Train: 89.06% [1114100/1251000] [890.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000117] [CE 3.648 (3.786)] [KD 1.727 (1.748)] 2024-10-19 01:43:21,929 - Train: 89.06% [1114150/1251000] [890.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000117] [CE 3.858 (3.854)] [KD 1.863 (1.789)] 2024-10-19 01:43:34,257 - Train: 89.06% [1114200/1251000] [890.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000117] [CE 3.395 (3.784)] [KD 1.483 (1.728)] 2024-10-19 01:43:46,157 - Train: 89.07% [1114250/1251000] [890.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000117] [CE 3.828 (3.736)] [KD 1.681 (1.734)] 2024-10-19 01:43:58,002 - Train: 89.07% [1114300/1251000] [890.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000117] [CE 3.882 (3.709)] [KD 1.819 (1.710)] 2024-10-19 01:44:09,834 - Train: 89.08% [1114350/1251000] [890.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000117] [CE 3.997 (3.823)] [KD 1.897 (1.777)] 2024-10-19 01:44:21,606 - Train: 89.08% [1114400/1251000] [890.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000117] [CE 4.090 (3.799)] [KD 1.902 (1.742)] 2024-10-19 01:44:33,423 - Train: 89.08% [1114450/1251000] [890.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 3.289 (3.763)] [KD 1.514 (1.733)] 2024-10-19 01:44:45,680 - Train: 89.09% [1114500/1251000] [890.9/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000116] [CE 4.110 (3.891)] [KD 1.946 (1.795)] 2024-10-19 01:44:57,756 - Train: 89.09% [1114550/1251000] [890.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 3.578 (3.839)] [KD 1.715 (1.772)] 2024-10-19 01:45:09,502 - Train: 89.10% [1114600/1251000] [891.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 3.530 (3.846)] [KD 1.539 (1.779)] 2024-10-19 01:45:31,408 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41102] [top5_cnt 47982] [top_all 50000] 2024-10-19 01:45:31,409 - net: 82.204 (95.964) 2024-10-19 01:45:43,833 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.241)] [top1_cnt 41439] [top5_cnt 48133] [top_all 50000] 2024-10-19 01:45:43,834 - net_E: 82.878 (96.266) 2024-10-19 01:45:43,997 - Max [top1: 82.408 (epoch: 888)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 01:45:43,997 - ==> Total time: 3 days, 10:32:24 Eta: 10:05:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:45:49,616 - Train: 89.10% [1114650/1251000] [891.0/1000.0] [batch_t 0.241 (0.481)] [data_t 0.009] [optim_t 0.232] [lr 0.000116] [CE 3.948 (3.846)] [KD 1.755 (1.749)] 2024-10-19 01:46:01,749 - Train: 89.10% [1114700/1251000] [891.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000116] [CE 3.911 (3.834)] [KD 1.836 (1.770)] 2024-10-19 01:46:14,025 - Train: 89.11% [1114750/1251000] [891.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000116] [CE 3.955 (3.813)] [KD 1.742 (1.756)] 2024-10-19 01:46:25,881 - Train: 89.11% [1114800/1251000] [891.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000116] [CE 3.925 (3.729)] [KD 1.817 (1.725)] 2024-10-19 01:46:37,788 - Train: 89.12% [1114850/1251000] [891.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000116] [CE 3.859 (3.813)] [KD 1.830 (1.773)] 2024-10-19 01:46:49,631 - Train: 89.12% [1114900/1251000] [891.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000116] [CE 3.865 (3.846)] [KD 1.753 (1.775)] 2024-10-19 01:47:01,733 - Train: 89.12% [1114950/1251000] [891.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000116] [CE 3.966 (3.879)] [KD 1.761 (1.779)] 2024-10-19 01:47:13,915 - Train: 89.13% [1115000/1251000] [891.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 4.014 (3.810)] [KD 1.784 (1.765)] 2024-10-19 01:47:25,816 - Train: 89.13% [1115050/1251000] [891.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 3.376 (3.806)] [KD 1.554 (1.746)] 2024-10-19 01:47:37,755 - Train: 89.14% [1115100/1251000] [891.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000116] [CE 3.684 (3.787)] [KD 1.666 (1.736)] 2024-10-19 01:47:49,912 - Train: 89.14% [1115150/1251000] [891.4/1000.0] [batch_t 0.355 (0.243)] [data_t 0.009] [optim_t 0.346] [lr 0.000116] [CE 3.927 (3.817)] [KD 1.770 (1.763)] 2024-10-19 01:48:02,024 - Train: 89.14% [1115200/1251000] [891.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000116] [CE 3.951 (3.827)] [KD 1.924 (1.775)] 2024-10-19 01:48:13,888 - Train: 89.15% [1115250/1251000] [891.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000115] [CE 3.803 (3.813)] [KD 1.791 (1.743)] 2024-10-19 01:48:26,041 - Train: 89.15% [1115300/1251000] [891.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 3.847 (3.741)] [KD 1.755 (1.720)] 2024-10-19 01:48:37,992 - Train: 89.16% [1115350/1251000] [891.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000115] [CE 3.872 (3.809)] [KD 1.828 (1.750)] 2024-10-19 01:48:50,232 - Train: 89.16% [1115400/1251000] [891.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 3.591 (3.821)] [KD 1.644 (1.760)] 2024-10-19 01:49:02,272 - Train: 89.16% [1115450/1251000] [891.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000115] [CE 3.743 (3.724)] [KD 1.734 (1.706)] 2024-10-19 01:49:14,309 - Train: 89.17% [1115500/1251000] [891.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000115] [CE 3.967 (3.834)] [KD 1.850 (1.767)] 2024-10-19 01:49:26,160 - Train: 89.17% [1115550/1251000] [891.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000115] [CE 4.137 (3.825)] [KD 2.077 (1.789)] 2024-10-19 01:49:38,433 - Train: 89.18% [1115600/1251000] [891.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000115] [CE 3.761 (3.784)] [KD 1.719 (1.747)] 2024-10-19 01:49:50,555 - Train: 89.18% [1115650/1251000] [891.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000115] [CE 4.290 (3.761)] [KD 1.882 (1.738)] 2024-10-19 01:50:02,426 - Train: 89.18% [1115700/1251000] [891.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000115] [CE 3.689 (3.770)] [KD 1.884 (1.736)] 2024-10-19 01:50:14,376 - Train: 89.19% [1115750/1251000] [891.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 3.715 (3.767)] [KD 1.712 (1.724)] 2024-10-19 01:50:26,811 - Train: 89.19% [1115800/1251000] [891.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 4.364 (3.807)] [KD 2.019 (1.769)] 2024-10-19 01:50:38,869 - Train: 89.20% [1115850/1251000] [892.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000115] [CE 3.703 (3.820)] [KD 1.641 (1.753)] 2024-10-19 01:51:00,885 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41219] [top5_cnt 48048] [top_all 50000] 2024-10-19 01:51:00,885 - net: 82.438 (96.096) 2024-10-19 01:51:13,290 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41423] [top5_cnt 48152] [top_all 50000] 2024-10-19 01:51:13,290 - net_E: 82.846 (96.304) 2024-10-19 01:51:13,447 - Max [top1: 82.438 (epoch: 892)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 01:51:13,447 - ==> Total time: 3 days, 10:37:54 Eta: 10:00:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:51:20,663 - Train: 89.20% [1115900/1251000] [892.0/1000.0] [batch_t 0.234 (0.339)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 3.775 (3.858)] [KD 1.732 (1.797)] 2024-10-19 01:51:32,523 - Train: 89.20% [1115950/1251000] [892.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000115] [CE 3.467 (3.798)] [KD 1.603 (1.756)] 2024-10-19 01:51:44,544 - Train: 89.21% [1116000/1251000] [892.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000115] [CE 3.400 (3.846)] [KD 1.501 (1.765)] 2024-10-19 01:51:56,735 - Train: 89.21% [1116050/1251000] [892.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000114] [CE 3.551 (3.786)] [KD 1.667 (1.745)] 2024-10-19 01:52:08,402 - Train: 89.22% [1116100/1251000] [892.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000114] [CE 3.704 (3.744)] [KD 1.679 (1.723)] 2024-10-19 01:52:20,259 - Train: 89.22% [1116150/1251000] [892.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000114] [CE 3.906 (3.792)] [KD 1.815 (1.743)] 2024-10-19 01:52:32,077 - Train: 89.22% [1116200/1251000] [892.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000114] [CE 3.515 (3.765)] [KD 1.607 (1.729)] 2024-10-19 01:52:44,175 - Train: 89.23% [1116250/1251000] [892.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000114] [CE 3.119 (3.778)] [KD 1.522 (1.735)] 2024-10-19 01:52:55,843 - Train: 89.23% [1116300/1251000] [892.3/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000114] [CE 3.576 (3.794)] [KD 1.679 (1.740)] 2024-10-19 01:53:07,921 - Train: 89.24% [1116350/1251000] [892.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000114] [CE 4.264 (3.852)] [KD 1.850 (1.753)] 2024-10-19 01:53:19,845 - Train: 89.24% [1116400/1251000] [892.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000114] [CE 3.709 (3.731)] [KD 1.643 (1.717)] 2024-10-19 01:53:31,723 - Train: 89.24% [1116450/1251000] [892.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000114] [CE 3.367 (3.772)] [KD 1.654 (1.739)] 2024-10-19 01:53:43,470 - Train: 89.25% [1116500/1251000] [892.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000114] [CE 3.381 (3.853)] [KD 1.719 (1.775)] 2024-10-19 01:53:55,392 - Train: 89.25% [1116550/1251000] [892.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000114] [CE 3.854 (3.804)] [KD 1.771 (1.760)] 2024-10-19 01:54:07,306 - Train: 89.26% [1116600/1251000] [892.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000114] [CE 3.782 (3.725)] [KD 1.876 (1.728)] 2024-10-19 01:54:19,525 - Train: 89.26% [1116650/1251000] [892.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000114] [CE 4.204 (3.826)] [KD 1.830 (1.755)] 2024-10-19 01:54:31,541 - Train: 89.26% [1116700/1251000] [892.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000114] [CE 3.794 (3.800)] [KD 1.795 (1.755)] 2024-10-19 01:54:43,482 - Train: 89.27% [1116750/1251000] [892.7/1000.0] [batch_t 0.281 (0.239)] [data_t 0.009] [optim_t 0.272] [lr 0.000114] [CE 3.177 (3.814)] [KD 1.399 (1.769)] 2024-10-19 01:54:55,843 - Train: 89.27% [1116800/1251000] [892.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000114] [CE 4.368 (3.762)] [KD 2.119 (1.734)] 2024-10-19 01:55:07,969 - Train: 89.28% [1116850/1251000] [892.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000113] [CE 3.828 (3.857)] [KD 1.633 (1.762)] 2024-10-19 01:55:20,003 - Train: 89.28% [1116900/1251000] [892.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000113] [CE 3.835 (3.837)] [KD 1.753 (1.766)] 2024-10-19 01:55:32,291 - Train: 89.28% [1116950/1251000] [892.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000113] [CE 3.275 (3.768)] [KD 1.576 (1.720)] 2024-10-19 01:55:44,512 - Train: 89.29% [1117000/1251000] [892.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000113] [CE 3.749 (3.912)] [KD 1.663 (1.802)] 2024-10-19 01:55:56,586 - Train: 89.29% [1117050/1251000] [892.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000113] [CE 3.385 (3.720)] [KD 1.591 (1.700)] 2024-10-19 01:56:08,679 - Train: 89.30% [1117100/1251000] [893.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000113] [CE 3.286 (3.836)] [KD 1.458 (1.783)] 2024-10-19 01:56:31,334 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.248)] [top1_cnt 41146] [top5_cnt 48046] [top_all 50000] 2024-10-19 01:56:31,334 - net: 82.292 (96.092) 2024-10-19 01:56:43,825 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41424] [top5_cnt 48160] [top_all 50000] 2024-10-19 01:56:43,826 - net_E: 82.848 (96.320) 2024-10-19 01:56:43,963 - Max [top1: 82.438 (epoch: 892)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 01:56:43,964 - ==> Total time: 3 days, 10:43:24 Eta: 9:54:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 01:56:49,475 - Train: 89.30% [1117150/1251000] [893.0/1000.0] [batch_t 0.231 (0.578)] [data_t 0.009] [optim_t 0.222] [lr 0.000113] [CE 4.254 (3.926)] [KD 1.899 (1.779)] 2024-10-19 01:57:01,117 - Train: 89.30% [1117200/1251000] [893.0/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000113] [CE 3.697 (3.798)] [KD 1.783 (1.734)] 2024-10-19 01:57:13,742 - Train: 89.31% [1117250/1251000] [893.1/1000.0] [batch_t 0.428 (0.252)] [data_t 0.009] [optim_t 0.420] [lr 0.000113] [CE 3.903 (3.845)] [KD 1.862 (1.757)] 2024-10-19 01:57:25,804 - Train: 89.31% [1117300/1251000] [893.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000113] [CE 3.818 (3.785)] [KD 1.650 (1.736)] 2024-10-19 01:57:37,884 - Train: 89.32% [1117350/1251000] [893.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.017] [optim_t 0.223] [lr 0.000113] [CE 3.576 (3.763)] [KD 1.687 (1.739)] 2024-10-19 01:57:50,000 - Train: 89.32% [1117400/1251000] [893.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000113] [CE 3.826 (3.835)] [KD 1.823 (1.781)] 2024-10-19 01:58:02,165 - Train: 89.32% [1117450/1251000] [893.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000113] [CE 3.791 (3.831)] [KD 1.700 (1.762)] 2024-10-19 01:58:14,194 - Train: 89.33% [1117500/1251000] [893.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000113] [CE 3.603 (3.748)] [KD 1.673 (1.703)] 2024-10-19 01:58:26,042 - Train: 89.33% [1117550/1251000] [893.3/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.000113] [CE 4.091 (3.818)] [KD 1.874 (1.759)] 2024-10-19 01:58:38,460 - Train: 89.34% [1117600/1251000] [893.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000113] [CE 3.881 (3.787)] [KD 1.781 (1.733)] 2024-10-19 01:58:50,630 - Train: 89.34% [1117650/1251000] [893.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000112] [CE 3.951 (3.823)] [KD 1.646 (1.756)] 2024-10-19 01:59:02,978 - Train: 89.34% [1117700/1251000] [893.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000112] [CE 4.002 (3.790)] [KD 1.973 (1.758)] 2024-10-19 01:59:15,069 - Train: 89.35% [1117750/1251000] [893.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000112] [CE 3.688 (3.834)] [KD 1.681 (1.767)] 2024-10-19 01:59:27,239 - Train: 89.35% [1117800/1251000] [893.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000112] [CE 3.616 (3.817)] [KD 1.620 (1.750)] 2024-10-19 01:59:39,349 - Train: 89.36% [1117850/1251000] [893.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000112] [CE 3.517 (3.812)] [KD 1.633 (1.743)] 2024-10-19 01:59:51,482 - Train: 89.36% [1117900/1251000] [893.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000112] [CE 4.120 (3.773)] [KD 1.886 (1.729)] 2024-10-19 02:00:03,780 - Train: 89.36% [1117950/1251000] [893.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000112] [CE 3.639 (3.842)] [KD 1.790 (1.771)] 2024-10-19 02:00:15,862 - Train: 89.37% [1118000/1251000] [893.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000112] [CE 3.685 (3.815)] [KD 1.692 (1.759)] 2024-10-19 02:00:28,161 - Train: 89.37% [1118050/1251000] [893.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000112] [CE 4.094 (3.750)] [KD 1.843 (1.716)] 2024-10-19 02:00:40,369 - Train: 89.38% [1118100/1251000] [893.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000112] [CE 3.798 (3.772)] [KD 1.667 (1.732)] 2024-10-19 02:00:52,818 - Train: 89.38% [1118150/1251000] [893.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000112] [CE 3.432 (3.805)] [KD 1.612 (1.739)] 2024-10-19 02:01:05,152 - Train: 89.38% [1118200/1251000] [893.8/1000.0] [batch_t 0.286 (0.247)] [data_t 0.009] [optim_t 0.278] [lr 0.000112] [CE 3.325 (3.777)] [KD 1.475 (1.713)] 2024-10-19 02:01:17,840 - Train: 89.39% [1118250/1251000] [893.9/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000112] [CE 3.288 (3.849)] [KD 1.457 (1.776)] 2024-10-19 02:01:29,971 - Train: 89.39% [1118300/1251000] [893.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000112] [CE 4.126 (3.801)] [KD 1.815 (1.738)] 2024-10-19 02:01:42,146 - Train: 89.40% [1118350/1251000] [894.0/1000.0] [batch_t 0.255 (0.243)] [data_t 0.009] [optim_t 0.247] [lr 0.000112] [CE 3.543 (3.741)] [KD 1.557 (1.731)] 2024-10-19 02:02:05,058 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41116] [top5_cnt 48024] [top_all 50000] 2024-10-19 02:02:05,058 - net: 82.232 (96.048) 2024-10-19 02:02:17,078 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41421] [top5_cnt 48150] [top_all 50000] 2024-10-19 02:02:17,078 - net_E: 82.842 (96.300) 2024-10-19 02:02:17,255 - Max [top1: 82.438 (epoch: 892)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:02:17,255 - ==> Total time: 3 days, 10:48:57 Eta: 9:49:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:02:22,929 - Train: 89.40% [1118400/1251000] [894.0/1000.0] [batch_t 0.235 (0.730)] [data_t 0.009] [optim_t 0.226] [lr 0.000112] [CE 4.243 (3.786)] [KD 1.983 (1.769)] 2024-10-19 02:02:34,618 - Train: 89.40% [1118450/1251000] [894.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000112] [CE 3.990 (3.781)] [KD 1.925 (1.742)] 2024-10-19 02:02:47,036 - Train: 89.41% [1118500/1251000] [894.1/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.000111] [CE 3.840 (3.761)] [KD 1.700 (1.731)] 2024-10-19 02:02:59,065 - Train: 89.41% [1118550/1251000] [894.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000111] [CE 4.035 (3.746)] [KD 1.922 (1.714)] 2024-10-19 02:03:10,966 - Train: 89.42% [1118600/1251000] [894.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000111] [CE 3.534 (3.769)] [KD 1.659 (1.736)] 2024-10-19 02:03:22,910 - Train: 89.42% [1118650/1251000] [894.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000111] [CE 3.753 (3.806)] [KD 1.807 (1.744)] 2024-10-19 02:03:35,193 - Train: 89.42% [1118700/1251000] [894.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000111] [CE 4.160 (3.840)] [KD 1.945 (1.769)] 2024-10-19 02:03:46,994 - Train: 89.43% [1118750/1251000] [894.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000111] [CE 3.628 (3.832)] [KD 1.594 (1.730)] 2024-10-19 02:03:58,884 - Train: 89.43% [1118800/1251000] [894.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000111] [CE 3.623 (3.820)] [KD 1.687 (1.743)] 2024-10-19 02:04:11,249 - Train: 89.44% [1118850/1251000] [894.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000111] [CE 4.083 (3.782)] [KD 1.875 (1.743)] 2024-10-19 02:04:23,331 - Train: 89.44% [1118900/1251000] [894.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000111] [CE 4.427 (3.800)] [KD 2.111 (1.730)] 2024-10-19 02:04:35,264 - Train: 89.44% [1118950/1251000] [894.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000111] [CE 3.856 (3.883)] [KD 1.823 (1.779)] 2024-10-19 02:04:47,211 - Train: 89.45% [1119000/1251000] [894.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000111] [CE 3.947 (3.826)] [KD 1.724 (1.755)] 2024-10-19 02:04:59,026 - Train: 89.45% [1119050/1251000] [894.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000111] [CE 4.048 (3.776)] [KD 1.874 (1.750)] 2024-10-19 02:05:11,188 - Train: 89.46% [1119100/1251000] [894.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000111] [CE 3.603 (3.765)] [KD 1.699 (1.726)] 2024-10-19 02:05:23,378 - Train: 89.46% [1119150/1251000] [894.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000111] [CE 4.206 (3.777)] [KD 1.972 (1.737)] 2024-10-19 02:05:35,535 - Train: 89.46% [1119200/1251000] [894.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000111] [CE 4.088 (3.789)] [KD 1.878 (1.719)] 2024-10-19 02:05:47,417 - Train: 89.47% [1119250/1251000] [894.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000111] [CE 3.870 (3.769)] [KD 1.763 (1.726)] 2024-10-19 02:05:59,759 - Train: 89.47% [1119300/1251000] [894.7/1000.0] [batch_t 0.369 (0.247)] [data_t 0.009] [optim_t 0.360] [lr 0.000110] [CE 3.628 (3.771)] [KD 1.698 (1.729)] 2024-10-19 02:06:11,715 - Train: 89.48% [1119350/1251000] [894.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000110] [CE 3.962 (3.819)] [KD 1.948 (1.750)] 2024-10-19 02:06:23,669 - Train: 89.48% [1119400/1251000] [894.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000110] [CE 3.700 (3.855)] [KD 1.622 (1.766)] 2024-10-19 02:06:35,923 - Train: 89.48% [1119450/1251000] [894.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000110] [CE 3.405 (3.758)] [KD 1.478 (1.709)] 2024-10-19 02:06:48,346 - Train: 89.49% [1119500/1251000] [894.9/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.000110] [CE 3.588 (3.721)] [KD 1.580 (1.712)] 2024-10-19 02:07:00,322 - Train: 89.49% [1119550/1251000] [894.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000110] [CE 3.938 (3.810)] [KD 1.887 (1.771)] 2024-10-19 02:07:12,409 - Train: 89.50% [1119600/1251000] [895.0/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000110] [CE 3.929 (3.806)] [KD 1.843 (1.758)] 2024-10-19 02:07:35,358 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41128] [top5_cnt 48034] [top_all 50000] 2024-10-19 02:07:35,358 - net: 82.256 (96.068) 2024-10-19 02:07:47,292 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41441] [top5_cnt 48149] [top_all 50000] 2024-10-19 02:07:47,292 - net_E: 82.882 (96.298) 2024-10-19 02:07:47,426 - Max [top1: 82.438 (epoch: 892)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:07:47,427 - ==> Total time: 3 days, 10:54:28 Eta: 9:43:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:07:52,410 - Train: 89.50% [1119650/1251000] [895.0/1000.0] [batch_t 0.232 (0.704)] [data_t 0.009] [optim_t 0.223] [lr 0.000110] [CE 3.322 (3.790)] [KD 1.464 (1.751)] 2024-10-19 02:08:04,455 - Train: 89.50% [1119700/1251000] [895.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000110] [CE 3.944 (3.771)] [KD 1.661 (1.726)] 2024-10-19 02:08:16,537 - Train: 89.51% [1119750/1251000] [895.1/1000.0] [batch_t 0.412 (0.242)] [data_t 0.009] [optim_t 0.404] [lr 0.000110] [CE 3.629 (3.820)] [KD 1.696 (1.741)] 2024-10-19 02:08:29,065 - Train: 89.51% [1119800/1251000] [895.1/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000110] [CE 3.864 (3.835)] [KD 1.759 (1.744)] 2024-10-19 02:08:40,959 - Train: 89.52% [1119850/1251000] [895.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000110] [CE 3.319 (3.781)] [KD 1.573 (1.736)] 2024-10-19 02:08:52,749 - Train: 89.52% [1119900/1251000] [895.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000110] [CE 3.930 (3.822)] [KD 1.743 (1.755)] 2024-10-19 02:09:04,511 - Train: 89.52% [1119950/1251000] [895.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000110] [CE 3.392 (3.843)] [KD 1.557 (1.750)] 2024-10-19 02:09:16,818 - Train: 89.53% [1120000/1251000] [895.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000110] [CE 4.148 (3.840)] [KD 1.831 (1.747)] 2024-10-19 02:09:28,928 - Train: 89.53% [1120050/1251000] [895.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000110] [CE 3.439 (3.748)] [KD 1.561 (1.695)] 2024-10-19 02:09:40,836 - Train: 89.54% [1120100/1251000] [895.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000110] [CE 3.773 (3.832)] [KD 1.752 (1.766)] 2024-10-19 02:09:52,839 - Train: 89.54% [1120150/1251000] [895.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.761 (3.792)] [KD 1.721 (1.723)] 2024-10-19 02:10:05,126 - Train: 89.54% [1120200/1251000] [895.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.802 (3.810)] [KD 1.743 (1.751)] 2024-10-19 02:10:17,009 - Train: 89.55% [1120250/1251000] [895.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000109] [CE 4.125 (3.807)] [KD 1.895 (1.734)] 2024-10-19 02:10:28,761 - Train: 89.55% [1120300/1251000] [895.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.401 (3.739)] [KD 1.633 (1.705)] 2024-10-19 02:10:40,839 - Train: 89.56% [1120350/1251000] [895.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.656 (3.765)] [KD 1.524 (1.706)] 2024-10-19 02:10:53,326 - Train: 89.56% [1120400/1251000] [895.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.760 (3.827)] [KD 1.637 (1.739)] 2024-10-19 02:11:05,204 - Train: 89.56% [1120450/1251000] [895.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 4.051 (3.794)] [KD 1.808 (1.747)] 2024-10-19 02:11:17,233 - Train: 89.57% [1120500/1251000] [895.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000109] [CE 3.577 (3.793)] [KD 1.586 (1.728)] 2024-10-19 02:11:28,962 - Train: 89.57% [1120550/1251000] [895.7/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 4.070 (3.789)] [KD 1.988 (1.746)] 2024-10-19 02:11:41,034 - Train: 89.58% [1120600/1251000] [895.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000109] [CE 3.914 (3.808)] [KD 1.725 (1.717)] 2024-10-19 02:11:53,140 - Train: 89.58% [1120650/1251000] [895.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000109] [CE 3.683 (3.876)] [KD 1.783 (1.795)] 2024-10-19 02:12:05,249 - Train: 89.58% [1120700/1251000] [895.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000109] [CE 3.634 (3.786)] [KD 1.672 (1.724)] 2024-10-19 02:12:17,046 - Train: 89.59% [1120750/1251000] [895.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000109] [CE 3.663 (3.783)] [KD 1.633 (1.752)] 2024-10-19 02:12:29,460 - Train: 89.59% [1120800/1251000] [895.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000109] [CE 3.186 (3.804)] [KD 1.430 (1.737)] 2024-10-19 02:12:41,282 - Train: 89.60% [1120850/1251000] [896.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000109] [CE 3.677 (3.853)] [KD 1.703 (1.759)] 2024-10-19 02:13:04,304 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41135] [top5_cnt 48047] [top_all 50000] 2024-10-19 02:13:04,304 - net: 82.270 (96.094) 2024-10-19 02:13:16,542 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41450] [top5_cnt 48136] [top_all 50000] 2024-10-19 02:13:16,543 - net_E: 82.900 (96.272) 2024-10-19 02:13:16,691 - Max [top1: 82.438 (epoch: 892)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:13:16,692 - ==> Total time: 3 days, 10:59:57 Eta: 9:38:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:13:21,523 - Train: 89.60% [1120900/1251000] [896.0/1000.0] [batch_t 0.234 (0.838)] [data_t 0.009] [optim_t 0.226] [lr 0.000109] [CE 3.494 (3.850)] [KD 1.629 (1.778)] 2024-10-19 02:13:33,684 - Train: 89.60% [1120950/1251000] [896.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000108] [CE 4.074 (3.786)] [KD 1.897 (1.726)] 2024-10-19 02:13:45,895 - Train: 89.61% [1121000/1251000] [896.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000108] [CE 4.053 (3.767)] [KD 1.930 (1.719)] 2024-10-19 02:13:57,723 - Train: 89.61% [1121050/1251000] [896.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000108] [CE 3.851 (3.779)] [KD 1.704 (1.740)] 2024-10-19 02:14:09,699 - Train: 89.62% [1121100/1251000] [896.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000108] [CE 4.124 (3.832)] [KD 1.830 (1.734)] 2024-10-19 02:14:21,571 - Train: 89.62% [1121150/1251000] [896.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000108] [CE 4.033 (3.806)] [KD 1.832 (1.730)] 2024-10-19 02:14:33,471 - Train: 89.62% [1121200/1251000] [896.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000108] [CE 3.560 (3.759)] [KD 1.671 (1.723)] 2024-10-19 02:14:45,892 - Train: 89.63% [1121250/1251000] [896.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000108] [CE 3.681 (3.829)] [KD 1.699 (1.756)] 2024-10-19 02:14:57,719 - Train: 89.63% [1121300/1251000] [896.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 3.311 (3.790)] [KD 1.411 (1.729)] 2024-10-19 02:15:09,424 - Train: 89.64% [1121350/1251000] [896.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 3.871 (3.838)] [KD 1.941 (1.745)] 2024-10-19 02:15:21,523 - Train: 89.64% [1121400/1251000] [896.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 3.765 (3.722)] [KD 1.660 (1.685)] 2024-10-19 02:15:33,574 - Train: 89.64% [1121450/1251000] [896.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000108] [CE 3.879 (3.794)] [KD 1.752 (1.725)] 2024-10-19 02:15:45,433 - Train: 89.65% [1121500/1251000] [896.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000108] [CE 3.794 (3.839)] [KD 1.706 (1.758)] 2024-10-19 02:15:57,631 - Train: 89.65% [1121550/1251000] [896.5/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.000108] [CE 3.662 (3.810)] [KD 1.848 (1.729)] 2024-10-19 02:16:09,656 - Train: 89.66% [1121600/1251000] [896.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 4.025 (3.808)] [KD 2.039 (1.743)] 2024-10-19 02:16:21,567 - Train: 89.66% [1121650/1251000] [896.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000108] [CE 3.625 (3.774)] [KD 1.682 (1.737)] 2024-10-19 02:16:33,408 - Train: 89.66% [1121700/1251000] [896.6/1000.0] [batch_t 0.290 (0.237)] [data_t 0.009] [optim_t 0.282] [lr 0.000108] [CE 4.224 (3.875)] [KD 2.001 (1.765)] 2024-10-19 02:16:45,251 - Train: 89.67% [1121750/1251000] [896.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 4.046 (3.771)] [KD 1.819 (1.732)] 2024-10-19 02:16:57,127 - Train: 89.67% [1121800/1251000] [896.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000107] [CE 3.844 (3.866)] [KD 1.640 (1.775)] 2024-10-19 02:17:09,359 - Train: 89.68% [1121850/1251000] [896.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000107] [CE 3.811 (3.839)] [KD 1.869 (1.755)] 2024-10-19 02:17:21,207 - Train: 89.68% [1121900/1251000] [896.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000107] [CE 3.715 (3.832)] [KD 1.573 (1.737)] 2024-10-19 02:17:33,047 - Train: 89.68% [1121950/1251000] [896.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000107] [CE 3.487 (3.874)] [KD 1.694 (1.776)] 2024-10-19 02:17:44,954 - Train: 89.69% [1122000/1251000] [896.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000107] [CE 3.670 (3.811)] [KD 1.846 (1.760)] 2024-10-19 02:17:56,952 - Train: 89.69% [1122050/1251000] [896.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000107] [CE 3.952 (3.794)] [KD 1.706 (1.733)] 2024-10-19 02:18:08,759 - Train: 89.70% [1122100/1251000] [897.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000107] [CE 4.056 (3.809)] [KD 2.028 (1.741)] 2024-10-19 02:18:31,923 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41248] [top5_cnt 48057] [top_all 50000] 2024-10-19 02:18:31,924 - net: 82.496 (96.114) 2024-10-19 02:18:43,897 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41444] [top5_cnt 48131] [top_all 50000] 2024-10-19 02:18:43,898 - net_E: 82.888 (96.262) 2024-10-19 02:18:44,053 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:18:44,053 - ==> Total time: 3 days, 11:05:24 Eta: 9:32:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:18:50,344 - Train: 89.70% [1122150/1251000] [897.0/1000.0] [batch_t 0.233 (0.541)] [data_t 0.009] [optim_t 0.225] [lr 0.000107] [CE 3.581 (3.894)] [KD 1.593 (1.657)] 2024-10-19 02:19:02,435 - Train: 89.70% [1122200/1251000] [897.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000107] [CE 3.243 (3.786)] [KD 1.448 (1.736)] 2024-10-19 02:19:14,566 - Train: 89.71% [1122250/1251000] [897.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000107] [CE 4.093 (3.765)] [KD 1.819 (1.721)] 2024-10-19 02:19:26,680 - Train: 89.71% [1122300/1251000] [897.1/1000.0] [batch_t 0.456 (0.242)] [data_t 0.009] [optim_t 0.447] [lr 0.000107] [CE 4.379 (3.853)] [KD 2.009 (1.760)] 2024-10-19 02:19:38,393 - Train: 89.72% [1122350/1251000] [897.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000107] [CE 4.005 (3.762)] [KD 1.779 (1.717)] 2024-10-19 02:19:50,714 - Train: 89.72% [1122400/1251000] [897.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000107] [CE 3.729 (3.768)] [KD 1.684 (1.699)] 2024-10-19 02:20:02,562 - Train: 89.72% [1122450/1251000] [897.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000107] [CE 3.771 (3.779)] [KD 1.919 (1.727)] 2024-10-19 02:20:14,582 - Train: 89.73% [1122500/1251000] [897.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000107] [CE 3.207 (3.798)] [KD 1.425 (1.738)] 2024-10-19 02:20:26,786 - Train: 89.73% [1122550/1251000] [897.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000107] [CE 3.404 (3.786)] [KD 1.569 (1.723)] 2024-10-19 02:20:38,738 - Train: 89.74% [1122600/1251000] [897.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000107] [CE 3.637 (3.725)] [KD 1.483 (1.710)] 2024-10-19 02:20:50,675 - Train: 89.74% [1122650/1251000] [897.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000106] [CE 3.827 (3.741)] [KD 1.561 (1.699)] 2024-10-19 02:21:03,066 - Train: 89.74% [1122700/1251000] [897.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 4.208 (3.824)] [KD 1.895 (1.753)] 2024-10-19 02:21:14,976 - Train: 89.75% [1122750/1251000] [897.5/1000.0] [batch_t 0.262 (0.238)] [data_t 0.009] [optim_t 0.253] [lr 0.000106] [CE 3.727 (3.740)] [KD 1.669 (1.697)] 2024-10-19 02:21:27,233 - Train: 89.75% [1122800/1251000] [897.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000106] [CE 3.719 (3.753)] [KD 1.644 (1.715)] 2024-10-19 02:21:39,619 - Train: 89.76% [1122850/1251000] [897.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000106] [CE 3.891 (3.795)] [KD 1.819 (1.731)] 2024-10-19 02:21:51,298 - Train: 89.76% [1122900/1251000] [897.6/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000106] [CE 4.183 (3.877)] [KD 1.970 (1.787)] 2024-10-19 02:22:03,223 - Train: 89.76% [1122950/1251000] [897.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 3.909 (3.825)] [KD 1.789 (1.755)] 2024-10-19 02:22:15,098 - Train: 89.77% [1123000/1251000] [897.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000106] [CE 3.555 (3.807)] [KD 1.678 (1.730)] 2024-10-19 02:22:27,058 - Train: 89.77% [1123050/1251000] [897.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 3.319 (3.887)] [KD 1.464 (1.780)] 2024-10-19 02:22:39,146 - Train: 89.78% [1123100/1251000] [897.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 3.354 (3.797)] [KD 1.539 (1.745)] 2024-10-19 02:22:51,050 - Train: 89.78% [1123150/1251000] [897.8/1000.0] [batch_t 0.315 (0.238)] [data_t 0.009] [optim_t 0.306] [lr 0.000106] [CE 3.501 (3.802)] [KD 1.705 (1.742)] 2024-10-19 02:23:03,102 - Train: 89.78% [1123200/1251000] [897.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000106] [CE 3.907 (3.835)] [KD 1.764 (1.757)] 2024-10-19 02:23:15,258 - Train: 89.79% [1123250/1251000] [897.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 3.904 (3.838)] [KD 1.687 (1.736)] 2024-10-19 02:23:27,495 - Train: 89.79% [1123300/1251000] [897.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000106] [CE 4.008 (3.805)] [KD 1.887 (1.738)] 2024-10-19 02:23:39,554 - Train: 89.80% [1123350/1251000] [898.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000106] [CE 3.643 (3.764)] [KD 1.760 (1.724)] 2024-10-19 02:24:02,907 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41167] [top5_cnt 48036] [top_all 50000] 2024-10-19 02:24:02,908 - net: 82.334 (96.072) 2024-10-19 02:24:14,982 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41444] [top5_cnt 48143] [top_all 50000] 2024-10-19 02:24:14,983 - net_E: 82.888 (96.286) 2024-10-19 02:24:15,123 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:24:15,123 - ==> Total time: 3 days, 11:10:55 Eta: 9:26:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:24:19,295 - Train: 89.80% [1123400/1251000] [898.0/1000.0] [batch_t 0.244 (1.428)] [data_t 0.009] [optim_t 0.235] [lr 0.000106] [CE 3.541 (3.617)] [KD 1.569 (1.622)] 2024-10-19 02:24:31,296 - Train: 89.80% [1123450/1251000] [898.0/1000.0] [batch_t 0.395 (0.240)] [data_t 0.009] [optim_t 0.387] [lr 0.000106] [CE 3.331 (3.782)] [KD 1.463 (1.725)] 2024-10-19 02:24:43,301 - Train: 89.81% [1123500/1251000] [898.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000105] [CE 3.527 (3.846)] [KD 1.489 (1.753)] 2024-10-19 02:24:55,430 - Train: 89.81% [1123550/1251000] [898.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000105] [CE 4.172 (3.800)] [KD 1.954 (1.735)] 2024-10-19 02:25:07,170 - Train: 89.82% [1123600/1251000] [898.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000105] [CE 3.837 (3.771)] [KD 1.699 (1.719)] 2024-10-19 02:25:19,329 - Train: 89.82% [1123650/1251000] [898.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000105] [CE 3.611 (3.788)] [KD 1.729 (1.710)] 2024-10-19 02:25:31,388 - Train: 89.82% [1123700/1251000] [898.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000105] [CE 4.357 (3.812)] [KD 2.004 (1.745)] 2024-10-19 02:25:43,223 - Train: 89.83% [1123750/1251000] [898.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000105] [CE 3.710 (3.747)] [KD 1.573 (1.700)] 2024-10-19 02:25:55,162 - Train: 89.83% [1123800/1251000] [898.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000105] [CE 3.922 (3.822)] [KD 1.724 (1.759)] 2024-10-19 02:26:07,232 - Train: 89.84% [1123850/1251000] [898.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000105] [CE 4.092 (3.820)] [KD 1.905 (1.736)] 2024-10-19 02:26:19,346 - Train: 89.84% [1123900/1251000] [898.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000105] [CE 3.804 (3.803)] [KD 1.709 (1.742)] 2024-10-19 02:26:31,440 - Train: 89.84% [1123950/1251000] [898.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000105] [CE 3.863 (3.816)] [KD 1.704 (1.745)] 2024-10-19 02:26:43,555 - Train: 89.85% [1124000/1251000] [898.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000105] [CE 4.219 (3.809)] [KD 1.929 (1.729)] 2024-10-19 02:26:55,663 - Train: 89.85% [1124050/1251000] [898.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000105] [CE 3.809 (3.739)] [KD 1.779 (1.713)] 2024-10-19 02:27:07,765 - Train: 89.86% [1124100/1251000] [898.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000105] [CE 4.207 (3.746)] [KD 2.006 (1.714)] 2024-10-19 02:27:19,851 - Train: 89.86% [1124150/1251000] [898.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000105] [CE 4.568 (3.789)] [KD 1.943 (1.718)] 2024-10-19 02:27:31,849 - Train: 89.86% [1124200/1251000] [898.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000105] [CE 3.763 (3.777)] [KD 1.597 (1.718)] 2024-10-19 02:27:44,089 - Train: 89.87% [1124250/1251000] [898.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000105] [CE 3.778 (3.780)] [KD 1.712 (1.723)] 2024-10-19 02:27:56,198 - Train: 89.87% [1124300/1251000] [898.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000105] [CE 3.565 (3.785)] [KD 1.625 (1.734)] 2024-10-19 02:28:08,093 - Train: 89.88% [1124350/1251000] [898.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000104] [CE 3.287 (3.736)] [KD 1.449 (1.695)] 2024-10-19 02:28:19,925 - Train: 89.88% [1124400/1251000] [898.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000104] [CE 3.455 (3.806)] [KD 1.644 (1.735)] 2024-10-19 02:28:32,086 - Train: 89.88% [1124450/1251000] [898.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000104] [CE 3.297 (3.774)] [KD 1.479 (1.720)] 2024-10-19 02:28:44,088 - Train: 89.89% [1124500/1251000] [898.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000104] [CE 3.584 (3.768)] [KD 1.613 (1.725)] 2024-10-19 02:28:56,383 - Train: 89.89% [1124550/1251000] [898.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000104] [CE 3.698 (3.768)] [KD 1.739 (1.691)] 2024-10-19 02:29:08,310 - Train: 89.90% [1124600/1251000] [899.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000104] [CE 3.745 (3.781)] [KD 1.699 (1.715)] 2024-10-19 02:29:32,197 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41217] [top5_cnt 48074] [top_all 50000] 2024-10-19 02:29:32,197 - net: 82.434 (96.148) 2024-10-19 02:29:44,378 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.235)] [top1_cnt 41463] [top5_cnt 48150] [top_all 50000] 2024-10-19 02:29:44,379 - net_E: 82.926 (96.300) 2024-10-19 02:29:44,545 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:29:44,545 - ==> Total time: 3 days, 11:16:25 Eta: 9:21:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:29:48,706 - Train: 89.90% [1124650/1251000] [899.0/1000.0] [batch_t 2.786 (2.786)] [data_t 1.893] [optim_t 0.893] [lr 0.000104] [CE 4.066 (4.066)] [KD 1.876 (1.876)] 2024-10-19 02:30:00,840 - Train: 89.90% [1124700/1251000] [899.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000104] [CE 4.078 (3.806)] [KD 1.910 (1.725)] 2024-10-19 02:30:12,696 - Train: 89.91% [1124750/1251000] [899.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000104] [CE 4.056 (3.799)] [KD 1.870 (1.724)] 2024-10-19 02:30:24,806 - Train: 89.91% [1124800/1251000] [899.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000104] [CE 3.580 (3.770)] [KD 1.662 (1.720)] 2024-10-19 02:30:37,109 - Train: 89.92% [1124850/1251000] [899.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000104] [CE 3.529 (3.782)] [KD 1.584 (1.713)] 2024-10-19 02:30:48,899 - Train: 89.92% [1124900/1251000] [899.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000104] [CE 3.020 (3.779)] [KD 1.356 (1.720)] 2024-10-19 02:31:00,811 - Train: 89.92% [1124950/1251000] [899.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000104] [CE 4.183 (3.725)] [KD 1.987 (1.690)] 2024-10-19 02:31:13,191 - Train: 89.93% [1125000/1251000] [899.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000104] [CE 3.286 (3.740)] [KD 1.420 (1.710)] 2024-10-19 02:31:25,387 - Train: 89.93% [1125050/1251000] [899.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000104] [CE 3.638 (3.791)] [KD 1.681 (1.721)] 2024-10-19 02:31:37,414 - Train: 89.94% [1125100/1251000] [899.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000104] [CE 3.742 (3.821)] [KD 1.643 (1.725)] 2024-10-19 02:31:49,364 - Train: 89.94% [1125150/1251000] [899.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000104] [CE 4.012 (3.841)] [KD 1.769 (1.741)] 2024-10-19 02:32:01,344 - Train: 89.94% [1125200/1251000] [899.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000103] [CE 3.993 (3.751)] [KD 1.806 (1.700)] 2024-10-19 02:32:13,780 - Train: 89.95% [1125250/1251000] [899.5/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000103] [CE 3.754 (3.786)] [KD 1.607 (1.731)] 2024-10-19 02:32:25,759 - Train: 89.95% [1125300/1251000] [899.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000103] [CE 4.504 (3.766)] [KD 2.004 (1.722)] 2024-10-19 02:32:38,029 - Train: 89.96% [1125350/1251000] [899.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000103] [CE 3.234 (3.724)] [KD 1.416 (1.699)] 2024-10-19 02:32:50,422 - Train: 89.96% [1125400/1251000] [899.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000103] [CE 4.272 (3.821)] [KD 1.874 (1.726)] 2024-10-19 02:33:02,574 - Train: 89.96% [1125450/1251000] [899.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000103] [CE 3.966 (3.843)] [KD 1.797 (1.742)] 2024-10-19 02:33:14,689 - Train: 89.97% [1125500/1251000] [899.7/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000103] [CE 3.747 (3.763)] [KD 1.664 (1.709)] 2024-10-19 02:33:26,846 - Train: 89.97% [1125550/1251000] [899.7/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.000103] [CE 3.592 (3.806)] [KD 1.585 (1.711)] 2024-10-19 02:33:38,968 - Train: 89.98% [1125600/1251000] [899.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000103] [CE 3.059 (3.739)] [KD 1.346 (1.708)] 2024-10-19 02:33:51,227 - Train: 89.98% [1125650/1251000] [899.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000103] [CE 3.875 (3.821)] [KD 1.744 (1.727)] 2024-10-19 02:34:03,260 - Train: 89.98% [1125700/1251000] [899.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000103] [CE 3.528 (3.779)] [KD 1.646 (1.711)] 2024-10-19 02:34:15,633 - Train: 89.99% [1125750/1251000] [899.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000103] [CE 3.528 (3.773)] [KD 1.512 (1.710)] 2024-10-19 02:34:27,753 - Train: 89.99% [1125800/1251000] [899.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000103] [CE 4.008 (3.737)] [KD 1.794 (1.696)] 2024-10-19 02:34:39,997 - Train: 90.00% [1125850/1251000] [900.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000103] [CE 3.407 (3.763)] [KD 1.531 (1.708)] 2024-10-19 02:34:51,912 - Train: 90.00% [1125900/1251000] [900.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000103] [CE 3.556 (3.853)] [KD 1.656 (1.762)] 2024-10-19 02:35:04,112 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41198] [top5_cnt 48041] [top_all 50000] 2024-10-19 02:35:04,113 - net: 82.396 (96.082) 2024-10-19 02:35:16,708 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41465] [top5_cnt 48154] [top_all 50000] 2024-10-19 02:35:16,709 - net_E: 82.930 (96.308) 2024-10-19 02:35:16,883 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.950 (epoch: 889)] 2024-10-19 02:35:16,883 - ==> Total time: 3 days, 11:21:57 Eta: 9:15:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:35:34,356 - Train: 90.00% [1125950/1251000] [900.0/1000.0] [batch_t 0.231 (0.259)] [data_t 0.009] [optim_t 0.222] [lr 0.000103] [CE 3.630 (3.756)] [KD 1.728 (1.697)] 2024-10-19 02:35:46,289 - Train: 90.01% [1126000/1251000] [900.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000103] [CE 3.861 (3.809)] [KD 1.869 (1.727)] 2024-10-19 02:35:58,521 - Train: 90.01% [1126050/1251000] [900.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000103] [CE 4.152 (3.803)] [KD 1.831 (1.748)] 2024-10-19 02:36:10,638 - Train: 90.02% [1126100/1251000] [900.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000102] [CE 3.995 (3.825)] [KD 1.772 (1.746)] 2024-10-19 02:36:22,761 - Train: 90.02% [1126150/1251000] [900.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000102] [CE 4.288 (3.757)] [KD 1.990 (1.713)] 2024-10-19 02:36:34,640 - Train: 90.02% [1126200/1251000] [900.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000102] [CE 3.294 (3.760)] [KD 1.414 (1.702)] 2024-10-19 02:36:46,515 - Train: 90.03% [1126250/1251000] [900.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000102] [CE 4.168 (3.737)] [KD 1.991 (1.674)] 2024-10-19 02:36:58,271 - Train: 90.03% [1126300/1251000] [900.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000102] [CE 4.074 (3.754)] [KD 1.852 (1.697)] 2024-10-19 02:37:10,549 - Train: 90.04% [1126350/1251000] [900.4/1000.0] [batch_t 0.367 (0.245)] [data_t 0.009] [optim_t 0.358] [lr 0.000102] [CE 3.900 (3.842)] [KD 1.722 (1.754)] 2024-10-19 02:37:22,567 - Train: 90.04% [1126400/1251000] [900.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000102] [CE 3.902 (3.781)] [KD 1.844 (1.716)] 2024-10-19 02:37:34,570 - Train: 90.04% [1126450/1251000] [900.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000102] [CE 3.446 (3.743)] [KD 1.589 (1.709)] 2024-10-19 02:37:46,336 - Train: 90.05% [1126500/1251000] [900.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000102] [CE 3.359 (3.780)] [KD 1.524 (1.722)] 2024-10-19 02:37:58,056 - Train: 90.05% [1126550/1251000] [900.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000102] [CE 3.835 (3.808)] [KD 1.763 (1.736)] 2024-10-19 02:38:09,959 - Train: 90.06% [1126600/1251000] [900.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000102] [CE 3.125 (3.801)] [KD 1.330 (1.710)] 2024-10-19 02:38:22,345 - Train: 90.06% [1126650/1251000] [900.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000102] [CE 3.303 (3.847)] [KD 1.521 (1.753)] 2024-10-19 02:38:34,497 - Train: 90.06% [1126700/1251000] [900.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000102] [CE 4.077 (3.797)] [KD 1.842 (1.723)] 2024-10-19 02:38:46,516 - Train: 90.07% [1126750/1251000] [900.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000102] [CE 4.033 (3.759)] [KD 1.857 (1.705)] 2024-10-19 02:38:58,670 - Train: 90.07% [1126800/1251000] [900.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000102] [CE 3.846 (3.837)] [KD 1.691 (1.743)] 2024-10-19 02:39:10,938 - Train: 90.08% [1126850/1251000] [900.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000102] [CE 3.398 (3.806)] [KD 1.523 (1.750)] 2024-10-19 02:39:23,313 - Train: 90.08% [1126900/1251000] [900.8/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000102] [CE 3.464 (3.840)] [KD 1.600 (1.744)] 2024-10-19 02:39:35,537 - Train: 90.08% [1126950/1251000] [900.8/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000101] [CE 3.335 (3.817)] [KD 1.568 (1.731)] 2024-10-19 02:39:47,891 - Train: 90.09% [1127000/1251000] [900.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000101] [CE 3.876 (3.825)] [KD 1.693 (1.752)] 2024-10-19 02:40:00,111 - Train: 90.09% [1127050/1251000] [900.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000101] [CE 3.861 (3.866)] [KD 1.900 (1.765)] 2024-10-19 02:40:12,439 - Train: 90.10% [1127100/1251000] [901.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000101] [CE 4.030 (3.801)] [KD 1.854 (1.731)] 2024-10-19 02:40:24,801 - Train: 90.10% [1127150/1251000] [901.0/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.000101] [CE 3.249 (3.797)] [KD 1.485 (1.732)] 2024-10-19 02:40:37,259 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.240)] [top1_cnt 41156] [top5_cnt 48041] [top_all 50000] 2024-10-19 02:40:37,259 - net: 82.312 (96.082) 2024-10-19 02:40:49,262 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41481] [top5_cnt 48146] [top_all 50000] 2024-10-19 02:40:49,263 - net_E: 82.962 (96.292) 2024-10-19 02:40:49,407 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.962 (epoch: 901)] 2024-10-19 02:40:49,407 - ==> Total time: 3 days, 11:27:30 Eta: 9:10:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:41:06,770 - Train: 90.10% [1127200/1251000] [901.0/1000.0] [batch_t 0.232 (0.260)] [data_t 0.009] [optim_t 0.223] [lr 0.000101] [CE 3.405 (3.742)] [KD 1.504 (1.714)] 2024-10-19 02:41:18,930 - Train: 90.11% [1127250/1251000] [901.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000101] [CE 3.648 (3.802)] [KD 1.661 (1.711)] 2024-10-19 02:41:30,599 - Train: 90.11% [1127300/1251000] [901.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000101] [CE 3.627 (3.780)] [KD 1.629 (1.725)] 2024-10-19 02:41:42,369 - Train: 90.12% [1127350/1251000] [901.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.000101] [CE 3.900 (3.773)] [KD 1.747 (1.728)] 2024-10-19 02:41:54,571 - Train: 90.12% [1127400/1251000] [901.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000101] [CE 3.887 (3.713)] [KD 1.717 (1.687)] 2024-10-19 02:42:06,527 - Train: 90.12% [1127450/1251000] [901.2/1000.0] [batch_t 0.375 (0.239)] [data_t 0.009] [optim_t 0.366] [lr 0.000101] [CE 3.731 (3.810)] [KD 1.688 (1.737)] 2024-10-19 02:42:18,382 - Train: 90.13% [1127500/1251000] [901.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000101] [CE 3.929 (3.802)] [KD 1.850 (1.729)] 2024-10-19 02:42:30,149 - Train: 90.13% [1127550/1251000] [901.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000101] [CE 3.468 (3.750)] [KD 1.548 (1.698)] 2024-10-19 02:42:41,943 - Train: 90.14% [1127600/1251000] [901.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000101] [CE 4.141 (3.810)] [KD 1.922 (1.731)] 2024-10-19 02:42:54,244 - Train: 90.14% [1127650/1251000] [901.4/1000.0] [batch_t 0.313 (0.246)] [data_t 0.009] [optim_t 0.304] [lr 0.000101] [CE 3.677 (3.811)] [KD 1.652 (1.715)] 2024-10-19 02:43:06,331 - Train: 90.14% [1127700/1251000] [901.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000101] [CE 3.426 (3.749)] [KD 1.448 (1.717)] 2024-10-19 02:43:18,183 - Train: 90.15% [1127750/1251000] [901.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000101] [CE 3.389 (3.854)] [KD 1.464 (1.733)] 2024-10-19 02:43:30,415 - Train: 90.15% [1127800/1251000] [901.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000101] [CE 3.738 (3.788)] [KD 1.725 (1.713)] 2024-10-19 02:43:42,739 - Train: 90.16% [1127850/1251000] [901.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000100] [CE 3.453 (3.776)] [KD 1.672 (1.705)] 2024-10-19 02:43:54,929 - Train: 90.16% [1127900/1251000] [901.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000100] [CE 4.104 (3.803)] [KD 1.894 (1.715)] 2024-10-19 02:44:06,970 - Train: 90.16% [1127950/1251000] [901.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000100] [CE 3.738 (3.816)] [KD 1.679 (1.749)] 2024-10-19 02:44:18,925 - Train: 90.17% [1128000/1251000] [901.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000100] [CE 3.090 (3.759)] [KD 1.319 (1.701)] 2024-10-19 02:44:31,217 - Train: 90.17% [1128050/1251000] [901.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000100] [CE 3.536 (3.764)] [KD 1.443 (1.705)] 2024-10-19 02:44:43,487 - Train: 90.18% [1128100/1251000] [901.8/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000100] [CE 3.666 (3.869)] [KD 1.781 (1.752)] 2024-10-19 02:44:55,606 - Train: 90.18% [1128150/1251000] [901.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000100] [CE 4.160 (3.787)] [KD 1.860 (1.731)] 2024-10-19 02:45:07,898 - Train: 90.18% [1128200/1251000] [901.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000100] [CE 3.576 (3.781)] [KD 1.644 (1.718)] 2024-10-19 02:45:20,083 - Train: 90.19% [1128250/1251000] [901.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000100] [CE 4.132 (3.793)] [KD 1.959 (1.724)] 2024-10-19 02:45:32,139 - Train: 90.19% [1128300/1251000] [901.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000100] [CE 3.984 (3.873)] [KD 1.831 (1.759)] 2024-10-19 02:45:44,212 - Train: 90.20% [1128350/1251000] [902.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000100] [CE 3.877 (3.769)] [KD 1.801 (1.696)] 2024-10-19 02:45:55,905 - Train: 90.20% [1128400/1251000] [902.0/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000100] [CE 4.244 (3.773)] [KD 1.922 (1.685)] 2024-10-19 02:46:08,341 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41190] [top5_cnt 48025] [top_all 50000] 2024-10-19 02:46:08,341 - net: 82.380 (96.050) 2024-10-19 02:46:20,361 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41486] [top5_cnt 48144] [top_all 50000] 2024-10-19 02:46:20,362 - net_E: 82.972 (96.288) 2024-10-19 02:46:20,525 - Max [top1: 82.496 (epoch: 897)] [top1-ema: 82.972 (epoch: 902)] 2024-10-19 02:46:20,525 - ==> Total time: 3 days, 11:33:01 Eta: 9:04:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:46:37,476 - Train: 90.20% [1128450/1251000] [902.0/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000100] [CE 3.826 (3.749)] [KD 1.896 (1.702)] 2024-10-19 02:46:50,000 - Train: 90.21% [1128500/1251000] [902.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000100] [CE 3.651 (3.749)] [KD 1.580 (1.681)] 2024-10-19 02:47:01,903 - Train: 90.21% [1128550/1251000] [902.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000100] [CE 3.922 (3.766)] [KD 1.623 (1.689)] 2024-10-19 02:47:13,612 - Train: 90.22% [1128600/1251000] [902.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000100] [CE 3.579 (3.795)] [KD 1.630 (1.713)] 2024-10-19 02:47:25,539 - Train: 90.22% [1128650/1251000] [902.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000100] [CE 3.950 (3.889)] [KD 1.912 (1.772)] 2024-10-19 02:47:37,723 - Train: 90.22% [1128700/1251000] [902.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000099] [CE 4.130 (3.866)] [KD 1.898 (1.735)] 2024-10-19 02:47:49,466 - Train: 90.23% [1128750/1251000] [902.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000099] [CE 3.849 (3.877)] [KD 1.684 (1.741)] 2024-10-19 02:48:01,600 - Train: 90.23% [1128800/1251000] [902.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000099] [CE 4.168 (3.807)] [KD 1.870 (1.715)] 2024-10-19 02:48:13,791 - Train: 90.24% [1128850/1251000] [902.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000099] [CE 3.785 (3.741)] [KD 1.897 (1.676)] 2024-10-19 02:48:25,745 - Train: 90.24% [1128900/1251000] [902.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000099] [CE 3.645 (3.775)] [KD 1.686 (1.716)] 2024-10-19 02:48:37,744 - Train: 90.24% [1128950/1251000] [902.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000099] [CE 4.246 (3.788)] [KD 1.930 (1.719)] 2024-10-19 02:48:50,035 - Train: 90.25% [1129000/1251000] [902.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000099] [CE 3.488 (3.790)] [KD 1.550 (1.729)] 2024-10-19 02:49:01,908 - Train: 90.25% [1129050/1251000] [902.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000099] [CE 4.022 (3.804)] [KD 1.826 (1.714)] 2024-10-19 02:49:13,914 - Train: 90.26% [1129100/1251000] [902.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000099] [CE 3.527 (3.708)] [KD 1.639 (1.692)] 2024-10-19 02:49:26,011 - Train: 90.26% [1129150/1251000] [902.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000099] [CE 4.486 (3.807)] [KD 2.175 (1.730)] 2024-10-19 02:49:37,934 - Train: 90.26% [1129200/1251000] [902.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000099] [CE 3.810 (3.783)] [KD 1.688 (1.725)] 2024-10-19 02:49:49,836 - Train: 90.27% [1129250/1251000] [902.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000099] [CE 3.893 (3.843)] [KD 1.792 (1.755)] 2024-10-19 02:50:01,949 - Train: 90.27% [1129300/1251000] [902.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000099] [CE 3.993 (3.831)] [KD 1.845 (1.737)] 2024-10-19 02:50:13,830 - Train: 90.28% [1129350/1251000] [902.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000099] [CE 4.091 (3.780)] [KD 1.966 (1.701)] 2024-10-19 02:50:25,596 - Train: 90.28% [1129400/1251000] [902.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000099] [CE 3.904 (3.755)] [KD 1.789 (1.695)] 2024-10-19 02:50:37,484 - Train: 90.28% [1129450/1251000] [902.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000099] [CE 4.125 (3.783)] [KD 1.873 (1.726)] 2024-10-19 02:50:49,789 - Train: 90.29% [1129500/1251000] [902.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000099] [CE 4.158 (3.790)] [KD 2.025 (1.723)] 2024-10-19 02:51:01,543 - Train: 90.29% [1129550/1251000] [902.9/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000099] [CE 3.870 (3.760)] [KD 1.751 (1.705)] 2024-10-19 02:51:13,537 - Train: 90.30% [1129600/1251000] [903.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000098] [CE 3.496 (3.740)] [KD 1.633 (1.687)] 2024-10-19 02:51:25,411 - Train: 90.30% [1129650/1251000] [903.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000098] [CE 3.161 (3.779)] [KD 1.398 (1.697)] 2024-10-19 02:51:38,331 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41278] [top5_cnt 48079] [top_all 50000] 2024-10-19 02:51:38,332 - net: 82.556 (96.158) 2024-10-19 02:51:50,294 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41482] [top5_cnt 48147] [top_all 50000] 2024-10-19 02:51:50,295 - net_E: 82.964 (96.294) 2024-10-19 02:51:50,408 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 82.972 (epoch: 902)] 2024-10-19 02:51:50,408 - ==> Total time: 3 days, 11:38:31 Eta: 8:59:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:52:06,844 - Train: 90.30% [1129700/1251000] [903.0/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000098] [CE 4.032 (3.771)] [KD 1.813 (1.705)] 2024-10-19 02:52:19,135 - Train: 90.31% [1129750/1251000] [903.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000098] [CE 3.033 (3.773)] [KD 1.321 (1.724)] 2024-10-19 02:52:31,417 - Train: 90.31% [1129800/1251000] [903.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000098] [CE 3.951 (3.847)] [KD 1.723 (1.748)] 2024-10-19 02:52:43,417 - Train: 90.32% [1129850/1251000] [903.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000098] [CE 3.734 (3.794)] [KD 1.634 (1.720)] 2024-10-19 02:52:55,321 - Train: 90.32% [1129900/1251000] [903.2/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000098] [CE 3.956 (3.846)] [KD 1.697 (1.732)] 2024-10-19 02:53:07,475 - Train: 90.32% [1129950/1251000] [903.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000098] [CE 3.593 (3.758)] [KD 1.632 (1.699)] 2024-10-19 02:53:19,760 - Train: 90.33% [1130000/1251000] [903.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000098] [CE 3.813 (3.840)] [KD 1.683 (1.738)] 2024-10-19 02:53:31,713 - Train: 90.33% [1130050/1251000] [903.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000098] [CE 3.709 (3.803)] [KD 1.718 (1.733)] 2024-10-19 02:53:43,698 - Train: 90.34% [1130100/1251000] [903.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000098] [CE 3.414 (3.757)] [KD 1.511 (1.708)] 2024-10-19 02:53:55,947 - Train: 90.34% [1130150/1251000] [903.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000098] [CE 4.182 (3.797)] [KD 1.848 (1.712)] 2024-10-19 02:54:08,082 - Train: 90.34% [1130200/1251000] [903.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000098] [CE 3.682 (3.814)] [KD 1.527 (1.743)] 2024-10-19 02:54:20,091 - Train: 90.35% [1130250/1251000] [903.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000098] [CE 3.479 (3.758)] [KD 1.722 (1.682)] 2024-10-19 02:54:31,920 - Train: 90.35% [1130300/1251000] [903.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000098] [CE 3.451 (3.825)] [KD 1.538 (1.746)] 2024-10-19 02:54:44,297 - Train: 90.36% [1130350/1251000] [903.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000098] [CE 3.842 (3.802)] [KD 1.716 (1.712)] 2024-10-19 02:54:56,442 - Train: 90.36% [1130400/1251000] [903.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000098] [CE 3.099 (3.769)] [KD 1.336 (1.680)] 2024-10-19 02:55:08,354 - Train: 90.36% [1130450/1251000] [903.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000098] [CE 3.777 (3.761)] [KD 1.859 (1.709)] 2024-10-19 02:55:20,083 - Train: 90.37% [1130500/1251000] [903.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000097] [CE 3.717 (3.810)] [KD 1.626 (1.715)] 2024-10-19 02:55:32,096 - Train: 90.37% [1130550/1251000] [903.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000097] [CE 3.931 (3.810)] [KD 1.852 (1.717)] 2024-10-19 02:55:44,109 - Train: 90.38% [1130600/1251000] [903.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000097] [CE 4.623 (3.824)] [KD 2.069 (1.736)] 2024-10-19 02:55:56,274 - Train: 90.38% [1130650/1251000] [903.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000097] [CE 3.879 (3.810)] [KD 1.716 (1.728)] 2024-10-19 02:56:08,070 - Train: 90.38% [1130700/1251000] [903.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000097] [CE 4.107 (3.734)] [KD 1.969 (1.689)] 2024-10-19 02:56:20,291 - Train: 90.39% [1130750/1251000] [903.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000097] [CE 3.577 (3.818)] [KD 1.554 (1.721)] 2024-10-19 02:56:32,519 - Train: 90.39% [1130800/1251000] [903.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000097] [CE 3.721 (3.728)] [KD 1.577 (1.670)] 2024-10-19 02:56:44,494 - Train: 90.40% [1130850/1251000] [904.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000097] [CE 3.407 (3.737)] [KD 1.537 (1.685)] 2024-10-19 02:56:56,368 - Train: 90.40% [1130900/1251000] [904.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000097] [CE 3.474 (3.793)] [KD 1.645 (1.729)] 2024-10-19 02:57:10,020 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 41210] [top5_cnt 48055] [top_all 50000] 2024-10-19 02:57:10,021 - net: 82.420 (96.110) 2024-10-19 02:57:21,953 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41491] [top5_cnt 48151] [top_all 50000] 2024-10-19 02:57:21,953 - net_E: 82.982 (96.302) 2024-10-19 02:57:22,081 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 82.982 (epoch: 904)] 2024-10-19 02:57:22,081 - ==> Total time: 3 days, 11:44:02 Eta: 8:53:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 02:57:38,801 - Train: 90.40% [1130950/1251000] [904.0/1000.0] [batch_t 0.234 (0.267)] [data_t 0.009] [optim_t 0.225] [lr 0.000097] [CE 4.160 (3.783)] [KD 1.816 (1.688)] 2024-10-19 02:57:51,393 - Train: 90.41% [1131000/1251000] [904.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000097] [CE 4.009 (3.746)] [KD 1.850 (1.692)] 2024-10-19 02:58:03,527 - Train: 90.41% [1131050/1251000] [904.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000097] [CE 3.560 (3.748)] [KD 1.503 (1.676)] 2024-10-19 02:58:15,331 - Train: 90.42% [1131100/1251000] [904.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000097] [CE 3.703 (3.794)] [KD 1.630 (1.707)] 2024-10-19 02:58:27,258 - Train: 90.42% [1131150/1251000] [904.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000097] [CE 4.153 (3.769)] [KD 1.901 (1.696)] 2024-10-19 02:58:39,234 - Train: 90.42% [1131200/1251000] [904.2/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000097] [CE 3.767 (3.812)] [KD 1.637 (1.711)] 2024-10-19 02:58:51,323 - Train: 90.43% [1131250/1251000] [904.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000097] [CE 4.040 (3.761)] [KD 1.819 (1.713)] 2024-10-19 02:59:03,518 - Train: 90.43% [1131300/1251000] [904.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000097] [CE 3.989 (3.841)] [KD 1.832 (1.741)] 2024-10-19 02:59:15,578 - Train: 90.44% [1131350/1251000] [904.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000097] [CE 3.892 (3.791)] [KD 1.684 (1.718)] 2024-10-19 02:59:27,501 - Train: 90.44% [1131400/1251000] [904.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000096] [CE 3.736 (3.747)] [KD 1.726 (1.691)] 2024-10-19 02:59:39,582 - Train: 90.44% [1131450/1251000] [904.4/1000.0] [batch_t 0.365 (0.241)] [data_t 0.009] [optim_t 0.356] [lr 0.000096] [CE 4.363 (3.731)] [KD 2.025 (1.684)] 2024-10-19 02:59:51,348 - Train: 90.45% [1131500/1251000] [904.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000096] [CE 3.904 (3.779)] [KD 1.833 (1.706)] 2024-10-19 03:00:03,266 - Train: 90.45% [1131550/1251000] [904.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000096] [CE 4.027 (3.687)] [KD 1.872 (1.658)] 2024-10-19 03:00:15,575 - Train: 90.46% [1131600/1251000] [904.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000096] [CE 4.287 (3.817)] [KD 1.854 (1.721)] 2024-10-19 03:00:28,028 - Train: 90.46% [1131650/1251000] [904.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000096] [CE 3.390 (3.855)] [KD 1.656 (1.743)] 2024-10-19 03:00:40,098 - Train: 90.46% [1131700/1251000] [904.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000096] [CE 3.552 (3.789)] [KD 1.685 (1.705)] 2024-10-19 03:00:52,088 - Train: 90.47% [1131750/1251000] [904.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000096] [CE 4.067 (3.732)] [KD 1.838 (1.682)] 2024-10-19 03:01:04,158 - Train: 90.47% [1131800/1251000] [904.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000096] [CE 3.425 (3.752)] [KD 1.408 (1.685)] 2024-10-19 03:01:16,264 - Train: 90.48% [1131850/1251000] [904.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000096] [CE 3.943 (3.818)] [KD 1.768 (1.732)] 2024-10-19 03:01:28,285 - Train: 90.48% [1131900/1251000] [904.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000096] [CE 3.865 (3.817)] [KD 1.741 (1.734)] 2024-10-19 03:01:40,830 - Train: 90.48% [1131950/1251000] [904.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000096] [CE 3.412 (3.822)] [KD 1.448 (1.733)] 2024-10-19 03:01:53,073 - Train: 90.49% [1132000/1251000] [904.9/1000.0] [batch_t 0.243 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.000096] [CE 3.787 (3.818)] [KD 1.754 (1.759)] 2024-10-19 03:02:05,125 - Train: 90.49% [1132050/1251000] [904.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000096] [CE 3.673 (3.728)] [KD 1.531 (1.681)] 2024-10-19 03:02:17,118 - Train: 90.50% [1132100/1251000] [905.0/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000096] [CE 3.980 (3.808)] [KD 1.890 (1.714)] 2024-10-19 03:02:29,124 - Train: 90.50% [1132150/1251000] [905.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000096] [CE 3.655 (3.789)] [KD 1.546 (1.699)] 2024-10-19 03:02:42,529 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41205] [top5_cnt 48075] [top_all 50000] 2024-10-19 03:02:42,529 - net: 82.410 (96.150) 2024-10-19 03:02:54,867 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41515] [top5_cnt 48142] [top_all 50000] 2024-10-19 03:02:54,868 - net_E: 83.030 (96.284) 2024-10-19 03:02:55,032 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:02:55,032 - ==> Total time: 3 days, 11:49:35 Eta: 8:47:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:03:11,309 - Train: 90.50% [1132200/1251000] [905.0/1000.0] [batch_t 0.235 (0.262)] [data_t 0.009] [optim_t 0.227] [lr 0.000096] [CE 3.753 (3.787)] [KD 1.654 (1.703)] 2024-10-19 03:03:23,870 - Train: 90.51% [1132250/1251000] [905.1/1000.0] [batch_t 0.231 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000096] [CE 3.780 (3.785)] [KD 1.565 (1.719)] 2024-10-19 03:03:35,746 - Train: 90.51% [1132300/1251000] [905.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000095] [CE 3.876 (3.812)] [KD 1.856 (1.715)] 2024-10-19 03:03:47,562 - Train: 90.52% [1132350/1251000] [905.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 3.597 (3.749)] [KD 1.594 (1.673)] 2024-10-19 03:03:59,404 - Train: 90.52% [1132400/1251000] [905.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000095] [CE 3.509 (3.848)] [KD 1.479 (1.733)] 2024-10-19 03:04:11,424 - Train: 90.52% [1132450/1251000] [905.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000095] [CE 3.673 (3.806)] [KD 1.668 (1.718)] 2024-10-19 03:04:23,653 - Train: 90.53% [1132500/1251000] [905.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000095] [CE 3.517 (3.808)] [KD 1.668 (1.717)] 2024-10-19 03:04:35,953 - Train: 90.53% [1132550/1251000] [905.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000095] [CE 3.755 (3.799)] [KD 1.589 (1.725)] 2024-10-19 03:04:47,921 - Train: 90.54% [1132600/1251000] [905.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 4.003 (3.798)] [KD 1.776 (1.734)] 2024-10-19 03:04:59,950 - Train: 90.54% [1132650/1251000] [905.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000095] [CE 3.252 (3.733)] [KD 1.374 (1.675)] 2024-10-19 03:05:11,763 - Train: 90.54% [1132700/1251000] [905.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000095] [CE 3.566 (3.836)] [KD 1.622 (1.720)] 2024-10-19 03:05:23,701 - Train: 90.55% [1132750/1251000] [905.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 3.693 (3.775)] [KD 1.540 (1.682)] 2024-10-19 03:05:35,948 - Train: 90.55% [1132800/1251000] [905.5/1000.0] [batch_t 0.475 (0.245)] [data_t 0.009] [optim_t 0.466] [lr 0.000095] [CE 3.967 (3.852)] [KD 1.728 (1.742)] 2024-10-19 03:05:48,129 - Train: 90.56% [1132850/1251000] [905.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000095] [CE 3.539 (3.819)] [KD 1.519 (1.729)] 2024-10-19 03:06:00,081 - Train: 90.56% [1132900/1251000] [905.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000095] [CE 3.743 (3.775)] [KD 1.801 (1.693)] 2024-10-19 03:06:12,171 - Train: 90.56% [1132950/1251000] [905.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000095] [CE 3.728 (3.788)] [KD 1.748 (1.698)] 2024-10-19 03:06:24,099 - Train: 90.57% [1133000/1251000] [905.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 4.026 (3.817)] [KD 1.879 (1.730)] 2024-10-19 03:06:36,212 - Train: 90.57% [1133050/1251000] [905.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000095] [CE 4.305 (3.785)] [KD 1.936 (1.706)] 2024-10-19 03:06:48,014 - Train: 90.58% [1133100/1251000] [905.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 3.728 (3.735)] [KD 1.646 (1.676)] 2024-10-19 03:07:00,172 - Train: 90.58% [1133150/1251000] [905.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000095] [CE 4.191 (3.840)] [KD 1.883 (1.739)] 2024-10-19 03:07:12,292 - Train: 90.58% [1133200/1251000] [905.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000095] [CE 4.018 (3.775)] [KD 1.766 (1.712)] 2024-10-19 03:07:24,435 - Train: 90.59% [1133250/1251000] [905.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000094] [CE 3.607 (3.774)] [KD 1.569 (1.707)] 2024-10-19 03:07:36,324 - Train: 90.59% [1133300/1251000] [905.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000094] [CE 3.876 (3.804)] [KD 1.705 (1.716)] 2024-10-19 03:07:48,435 - Train: 90.60% [1133350/1251000] [906.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000094] [CE 3.916 (3.768)] [KD 1.679 (1.700)] 2024-10-19 03:08:00,335 - Train: 90.60% [1133400/1251000] [906.0/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000094] [CE 4.017 (3.826)] [KD 1.801 (1.725)] 2024-10-19 03:08:13,942 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 41236] [top5_cnt 48079] [top_all 50000] 2024-10-19 03:08:13,942 - net: 82.472 (96.158) 2024-10-19 03:08:26,475 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41496] [top5_cnt 48150] [top_all 50000] 2024-10-19 03:08:26,476 - net_E: 82.992 (96.300) 2024-10-19 03:08:26,619 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:08:26,620 - ==> Total time: 3 days, 11:55:07 Eta: 8:42:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:08:41,480 - Train: 90.60% [1133450/1251000] [906.0/1000.0] [batch_t 0.236 (0.308)] [data_t 0.009] [optim_t 0.227] [lr 0.000094] [CE 4.165 (3.775)] [KD 1.871 (1.707)] 2024-10-19 03:08:53,317 - Train: 90.61% [1133500/1251000] [906.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000094] [CE 3.685 (3.739)] [KD 1.602 (1.664)] 2024-10-19 03:09:05,688 - Train: 90.61% [1133550/1251000] [906.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000094] [CE 4.056 (3.748)] [KD 1.838 (1.697)] 2024-10-19 03:09:17,859 - Train: 90.62% [1133600/1251000] [906.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000094] [CE 4.026 (3.809)] [KD 1.737 (1.707)] 2024-10-19 03:09:29,577 - Train: 90.62% [1133650/1251000] [906.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000094] [CE 3.692 (3.756)] [KD 1.571 (1.697)] 2024-10-19 03:09:41,421 - Train: 90.62% [1133700/1251000] [906.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000094] [CE 3.358 (3.727)] [KD 1.556 (1.688)] 2024-10-19 03:09:53,831 - Train: 90.63% [1133750/1251000] [906.3/1000.0] [batch_t 0.316 (0.248)] [data_t 0.009] [optim_t 0.307] [lr 0.000094] [CE 3.619 (3.857)] [KD 1.661 (1.732)] 2024-10-19 03:10:05,840 - Train: 90.63% [1133800/1251000] [906.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000094] [CE 4.063 (3.772)] [KD 1.787 (1.702)] 2024-10-19 03:10:17,666 - Train: 90.64% [1133850/1251000] [906.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000094] [CE 3.708 (3.761)] [KD 1.647 (1.683)] 2024-10-19 03:10:29,818 - Train: 90.64% [1133900/1251000] [906.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000094] [CE 4.128 (3.790)] [KD 1.830 (1.715)] 2024-10-19 03:10:42,262 - Train: 90.64% [1133950/1251000] [906.4/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000094] [CE 3.800 (3.857)] [KD 1.667 (1.746)] 2024-10-19 03:10:54,081 - Train: 90.65% [1134000/1251000] [906.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000094] [CE 3.892 (3.790)] [KD 1.754 (1.680)] 2024-10-19 03:11:05,923 - Train: 90.65% [1134050/1251000] [906.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000094] [CE 3.620 (3.769)] [KD 1.666 (1.678)] 2024-10-19 03:11:18,131 - Train: 90.66% [1134100/1251000] [906.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000094] [CE 3.393 (3.853)] [KD 1.601 (1.741)] 2024-10-19 03:11:30,382 - Train: 90.66% [1134150/1251000] [906.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000093] [CE 3.525 (3.724)] [KD 1.418 (1.677)] 2024-10-19 03:11:42,301 - Train: 90.66% [1134200/1251000] [906.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000093] [CE 3.763 (3.835)] [KD 1.680 (1.716)] 2024-10-19 03:11:54,416 - Train: 90.67% [1134250/1251000] [906.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000093] [CE 4.367 (3.839)] [KD 2.029 (1.738)] 2024-10-19 03:12:06,415 - Train: 90.67% [1134300/1251000] [906.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000093] [CE 3.829 (3.782)] [KD 1.783 (1.709)] 2024-10-19 03:12:18,723 - Train: 90.68% [1134350/1251000] [906.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000093] [CE 3.889 (3.772)] [KD 1.720 (1.697)] 2024-10-19 03:12:30,757 - Train: 90.68% [1134400/1251000] [906.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000093] [CE 3.191 (3.743)] [KD 1.425 (1.678)] 2024-10-19 03:12:42,603 - Train: 90.68% [1134450/1251000] [906.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000093] [CE 4.367 (3.788)] [KD 2.026 (1.699)] 2024-10-19 03:12:54,610 - Train: 90.69% [1134500/1251000] [906.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000093] [CE 3.732 (3.833)] [KD 1.703 (1.717)] 2024-10-19 03:13:07,094 - Train: 90.69% [1134550/1251000] [906.9/1000.0] [batch_t 0.363 (0.250)] [data_t 0.009] [optim_t 0.354] [lr 0.000093] [CE 4.038 (3.784)] [KD 1.792 (1.691)] 2024-10-19 03:13:18,956 - Train: 90.70% [1134600/1251000] [907.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000093] [CE 3.923 (3.800)] [KD 1.754 (1.731)] 2024-10-19 03:13:30,910 - Train: 90.70% [1134650/1251000] [907.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000093] [CE 4.142 (3.844)] [KD 1.965 (1.735)] 2024-10-19 03:13:44,524 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41217] [top5_cnt 48044] [top_all 50000] 2024-10-19 03:13:44,525 - net: 82.434 (96.088) 2024-10-19 03:13:56,950 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41497] [top5_cnt 48148] [top_all 50000] 2024-10-19 03:13:56,950 - net_E: 82.994 (96.296) 2024-10-19 03:13:57,079 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:13:57,079 - ==> Total time: 3 days, 12:00:37 Eta: 8:36:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:14:11,433 - Train: 90.70% [1134700/1251000] [907.0/1000.0] [batch_t 0.236 (0.301)] [data_t 0.009] [optim_t 0.227] [lr 0.000093] [CE 3.538 (3.755)] [KD 1.494 (1.679)] 2024-10-19 03:14:23,356 - Train: 90.71% [1134750/1251000] [907.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000093] [CE 3.854 (3.797)] [KD 1.874 (1.698)] 2024-10-19 03:14:35,307 - Train: 90.71% [1134800/1251000] [907.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000093] [CE 3.763 (3.827)] [KD 1.706 (1.719)] 2024-10-19 03:14:47,763 - Train: 90.72% [1134850/1251000] [907.2/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000093] [CE 3.722 (3.786)] [KD 1.615 (1.714)] 2024-10-19 03:14:59,562 - Train: 90.72% [1134900/1251000] [907.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000093] [CE 3.843 (3.747)] [KD 1.835 (1.706)] 2024-10-19 03:15:11,435 - Train: 90.72% [1134950/1251000] [907.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000093] [CE 3.968 (3.746)] [KD 1.764 (1.690)] 2024-10-19 03:15:23,936 - Train: 90.73% [1135000/1251000] [907.3/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000093] [CE 3.794 (3.777)] [KD 1.809 (1.688)] 2024-10-19 03:15:36,234 - Train: 90.73% [1135050/1251000] [907.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000093] [CE 3.854 (3.765)] [KD 1.678 (1.697)] 2024-10-19 03:15:48,520 - Train: 90.74% [1135100/1251000] [907.4/1000.0] [batch_t 0.274 (0.246)] [data_t 0.009] [optim_t 0.265] [lr 0.000092] [CE 4.154 (3.764)] [KD 1.839 (1.697)] 2024-10-19 03:16:00,935 - Train: 90.74% [1135150/1251000] [907.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000092] [CE 3.829 (3.754)] [KD 1.577 (1.706)] 2024-10-19 03:16:13,023 - Train: 90.74% [1135200/1251000] [907.4/1000.0] [batch_t 0.276 (0.242)] [data_t 0.009] [optim_t 0.267] [lr 0.000092] [CE 3.783 (3.770)] [KD 1.778 (1.710)] 2024-10-19 03:16:25,113 - Train: 90.75% [1135250/1251000] [907.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000092] [CE 3.975 (3.816)] [KD 1.932 (1.726)] 2024-10-19 03:16:37,091 - Train: 90.75% [1135300/1251000] [907.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000092] [CE 3.926 (3.745)] [KD 1.696 (1.662)] 2024-10-19 03:16:49,021 - Train: 90.76% [1135350/1251000] [907.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000092] [CE 3.586 (3.793)] [KD 1.661 (1.714)] 2024-10-19 03:17:00,847 - Train: 90.76% [1135400/1251000] [907.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000092] [CE 4.086 (3.762)] [KD 1.860 (1.674)] 2024-10-19 03:17:13,017 - Train: 90.76% [1135450/1251000] [907.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000092] [CE 3.748 (3.778)] [KD 1.713 (1.698)] 2024-10-19 03:17:24,896 - Train: 90.77% [1135500/1251000] [907.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000092] [CE 4.003 (3.803)] [KD 1.780 (1.700)] 2024-10-19 03:17:36,809 - Train: 90.77% [1135550/1251000] [907.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000092] [CE 3.480 (3.779)] [KD 1.430 (1.701)] 2024-10-19 03:17:48,781 - Train: 90.78% [1135600/1251000] [907.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000092] [CE 3.962 (3.797)] [KD 1.707 (1.702)] 2024-10-19 03:18:00,511 - Train: 90.78% [1135650/1251000] [907.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000092] [CE 3.653 (3.873)] [KD 1.669 (1.734)] 2024-10-19 03:18:12,377 - Train: 90.78% [1135700/1251000] [907.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000092] [CE 3.801 (3.814)] [KD 1.823 (1.715)] 2024-10-19 03:18:24,517 - Train: 90.79% [1135750/1251000] [907.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000092] [CE 3.448 (3.769)] [KD 1.481 (1.696)] 2024-10-19 03:18:36,341 - Train: 90.79% [1135800/1251000] [907.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000092] [CE 3.701 (3.812)] [KD 1.651 (1.729)] 2024-10-19 03:18:48,282 - Train: 90.80% [1135850/1251000] [908.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000092] [CE 3.983 (3.798)] [KD 1.815 (1.709)] 2024-10-19 03:19:00,355 - Train: 90.80% [1135900/1251000] [908.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000092] [CE 3.806 (3.773)] [KD 1.613 (1.698)] 2024-10-19 03:19:14,553 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41256] [top5_cnt 48054] [top_all 50000] 2024-10-19 03:19:14,553 - net: 82.512 (96.108) 2024-10-19 03:19:26,945 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41497] [top5_cnt 48150] [top_all 50000] 2024-10-19 03:19:26,945 - net_E: 82.994 (96.300) 2024-10-19 03:19:27,082 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:19:27,082 - ==> Total time: 3 days, 12:06:07 Eta: 8:31:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:19:40,986 - Train: 90.80% [1135950/1251000] [908.0/1000.0] [batch_t 0.231 (0.301)] [data_t 0.009] [optim_t 0.222] [lr 0.000092] [CE 3.474 (3.858)] [KD 1.580 (1.725)] 2024-10-19 03:19:52,988 - Train: 90.81% [1136000/1251000] [908.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000091] [CE 3.975 (3.728)] [KD 1.840 (1.680)] 2024-10-19 03:20:05,468 - Train: 90.81% [1136050/1251000] [908.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000091] [CE 3.774 (3.795)] [KD 1.503 (1.697)] 2024-10-19 03:20:17,363 - Train: 90.82% [1136100/1251000] [908.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 4.247 (3.740)] [KD 1.701 (1.677)] 2024-10-19 03:20:29,261 - Train: 90.82% [1136150/1251000] [908.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 3.501 (3.750)] [KD 1.649 (1.684)] 2024-10-19 03:20:41,494 - Train: 90.82% [1136200/1251000] [908.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000091] [CE 4.329 (3.834)] [KD 1.961 (1.711)] 2024-10-19 03:20:53,755 - Train: 90.83% [1136250/1251000] [908.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 3.069 (3.766)] [KD 1.414 (1.690)] 2024-10-19 03:21:05,564 - Train: 90.83% [1136300/1251000] [908.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000091] [CE 3.443 (3.822)] [KD 1.536 (1.699)] 2024-10-19 03:21:17,319 - Train: 90.84% [1136350/1251000] [908.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000091] [CE 3.541 (3.717)] [KD 1.559 (1.668)] 2024-10-19 03:21:29,193 - Train: 90.84% [1136400/1251000] [908.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000091] [CE 3.704 (3.716)] [KD 1.706 (1.686)] 2024-10-19 03:21:41,606 - Train: 90.84% [1136450/1251000] [908.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000091] [CE 3.291 (3.758)] [KD 1.492 (1.697)] 2024-10-19 03:21:53,416 - Train: 90.85% [1136500/1251000] [908.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 3.591 (3.743)] [KD 1.639 (1.688)] 2024-10-19 03:22:05,230 - Train: 90.85% [1136550/1251000] [908.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 3.953 (3.834)] [KD 1.873 (1.728)] 2024-10-19 03:22:17,205 - Train: 90.86% [1136600/1251000] [908.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000091] [CE 4.153 (3.764)] [KD 1.942 (1.690)] 2024-10-19 03:22:29,390 - Train: 90.86% [1136650/1251000] [908.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000091] [CE 3.753 (3.799)] [KD 1.600 (1.704)] 2024-10-19 03:22:41,179 - Train: 90.86% [1136700/1251000] [908.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000091] [CE 3.493 (3.803)] [KD 1.511 (1.711)] 2024-10-19 03:22:53,127 - Train: 90.87% [1136750/1251000] [908.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000091] [CE 3.977 (3.802)] [KD 1.829 (1.724)] 2024-10-19 03:23:05,041 - Train: 90.87% [1136800/1251000] [908.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000091] [CE 3.533 (3.749)] [KD 1.553 (1.688)] 2024-10-19 03:23:17,444 - Train: 90.88% [1136850/1251000] [908.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000091] [CE 3.458 (3.751)] [KD 1.476 (1.672)] 2024-10-19 03:23:29,261 - Train: 90.88% [1136900/1251000] [908.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 3.867 (3.786)] [KD 1.834 (1.705)] 2024-10-19 03:23:41,076 - Train: 90.88% [1136950/1251000] [908.8/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.000090] [CE 4.132 (3.825)] [KD 1.874 (1.702)] 2024-10-19 03:23:53,014 - Train: 90.89% [1137000/1251000] [908.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000090] [CE 3.805 (3.763)] [KD 1.760 (1.693)] 2024-10-19 03:24:05,314 - Train: 90.89% [1137050/1251000] [908.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000090] [CE 3.617 (3.694)] [KD 1.774 (1.644)] 2024-10-19 03:24:17,048 - Train: 90.90% [1137100/1251000] [909.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000090] [CE 3.736 (3.818)] [KD 1.556 (1.716)] 2024-10-19 03:24:28,930 - Train: 90.90% [1137150/1251000] [909.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000090] [CE 3.388 (3.835)] [KD 1.548 (1.721)] 2024-10-19 03:24:42,947 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41268] [top5_cnt 48076] [top_all 50000] 2024-10-19 03:24:42,947 - net: 82.536 (96.152) 2024-10-19 03:24:54,826 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41496] [top5_cnt 48159] [top_all 50000] 2024-10-19 03:24:54,827 - net_E: 82.992 (96.318) 2024-10-19 03:24:54,956 - Max [top1: 82.556 (epoch: 903)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:24:54,956 - ==> Total time: 3 days, 12:11:35 Eta: 8:25:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:25:08,960 - Train: 90.90% [1137200/1251000] [909.0/1000.0] [batch_t 0.231 (0.309)] [data_t 0.009] [optim_t 0.222] [lr 0.000090] [CE 3.610 (3.765)] [KD 1.657 (1.668)] 2024-10-19 03:25:21,199 - Train: 90.91% [1137250/1251000] [909.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000090] [CE 3.625 (3.818)] [KD 1.689 (1.709)] 2024-10-19 03:25:33,632 - Train: 90.91% [1137300/1251000] [909.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000090] [CE 3.956 (3.743)] [KD 1.628 (1.690)] 2024-10-19 03:25:45,385 - Train: 90.92% [1137350/1251000] [909.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000090] [CE 3.619 (3.824)] [KD 1.575 (1.729)] 2024-10-19 03:25:57,109 - Train: 90.92% [1137400/1251000] [909.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000090] [CE 4.347 (3.744)] [KD 1.838 (1.676)] 2024-10-19 03:26:09,497 - Train: 90.92% [1137450/1251000] [909.2/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000090] [CE 3.996 (3.815)] [KD 1.801 (1.703)] 2024-10-19 03:26:21,941 - Train: 90.93% [1137500/1251000] [909.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000090] [CE 3.832 (3.770)] [KD 1.629 (1.687)] 2024-10-19 03:26:34,067 - Train: 90.93% [1137550/1251000] [909.3/1000.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.000090] [CE 3.507 (3.760)] [KD 1.536 (1.683)] 2024-10-19 03:26:46,228 - Train: 90.94% [1137600/1251000] [909.4/1000.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.000090] [CE 4.252 (3.820)] [KD 1.950 (1.732)] 2024-10-19 03:26:58,378 - Train: 90.94% [1137650/1251000] [909.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000090] [CE 3.636 (3.711)] [KD 1.611 (1.662)] 2024-10-19 03:27:10,822 - Train: 90.94% [1137700/1251000] [909.4/1000.0] [batch_t 0.262 (0.249)] [data_t 0.009] [optim_t 0.253] [lr 0.000090] [CE 3.339 (3.729)] [KD 1.464 (1.664)] 2024-10-19 03:27:22,915 - Train: 90.95% [1137750/1251000] [909.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000090] [CE 3.878 (3.757)] [KD 1.739 (1.686)] 2024-10-19 03:27:35,022 - Train: 90.95% [1137800/1251000] [909.5/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000090] [CE 3.498 (3.850)] [KD 1.542 (1.727)] 2024-10-19 03:27:47,312 - Train: 90.96% [1137850/1251000] [909.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000090] [CE 3.972 (3.783)] [KD 1.746 (1.697)] 2024-10-19 03:27:59,866 - Train: 90.96% [1137900/1251000] [909.6/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 3.952 (3.796)] [KD 1.856 (1.691)] 2024-10-19 03:28:12,105 - Train: 90.96% [1137950/1251000] [909.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000089] [CE 3.900 (3.794)] [KD 1.764 (1.698)] 2024-10-19 03:28:23,910 - Train: 90.97% [1138000/1251000] [909.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000089] [CE 3.809 (3.787)] [KD 1.706 (1.704)] 2024-10-19 03:28:35,796 - Train: 90.97% [1138050/1251000] [909.7/1000.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.000089] [CE 3.674 (3.727)] [KD 1.644 (1.663)] 2024-10-19 03:28:47,689 - Train: 90.98% [1138100/1251000] [909.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000089] [CE 4.064 (3.825)] [KD 1.829 (1.708)] 2024-10-19 03:28:59,724 - Train: 90.98% [1138150/1251000] [909.8/1000.0] [batch_t 0.279 (0.241)] [data_t 0.009] [optim_t 0.270] [lr 0.000089] [CE 3.307 (3.796)] [KD 1.475 (1.704)] 2024-10-19 03:29:11,706 - Train: 90.98% [1138200/1251000] [909.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000089] [CE 4.036 (3.780)] [KD 1.717 (1.682)] 2024-10-19 03:29:23,864 - Train: 90.99% [1138250/1251000] [909.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 3.890 (3.766)] [KD 1.796 (1.685)] 2024-10-19 03:29:35,911 - Train: 90.99% [1138300/1251000] [909.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 3.841 (3.779)] [KD 1.653 (1.687)] 2024-10-19 03:29:47,768 - Train: 91.00% [1138350/1251000] [910.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 3.219 (3.671)] [KD 1.378 (1.647)] 2024-10-19 03:29:59,935 - Train: 91.00% [1138400/1251000] [910.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000089] [CE 3.508 (3.767)] [KD 1.618 (1.701)] 2024-10-19 03:30:14,676 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41305] [top5_cnt 48111] [top_all 50000] 2024-10-19 03:30:14,676 - net: 82.610 (96.222) 2024-10-19 03:30:27,197 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41486] [top5_cnt 48163] [top_all 50000] 2024-10-19 03:30:27,198 - net_E: 82.972 (96.326) 2024-10-19 03:30:27,359 - Max [top1: 82.610 (epoch: 910)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:30:27,360 - ==> Total time: 3 days, 12:17:07 Eta: 8:20:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:30:42,294 - Train: 91.00% [1138450/1251000] [910.0/1000.0] [batch_t 0.401 (0.265)] [data_t 0.009] [optim_t 0.392] [lr 0.000089] [CE 3.779 (3.750)] [KD 1.763 (1.669)] 2024-10-19 03:30:54,446 - Train: 91.01% [1138500/1251000] [910.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 3.123 (3.707)] [KD 1.446 (1.653)] 2024-10-19 03:31:06,644 - Train: 91.01% [1138550/1251000] [910.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000089] [CE 3.930 (3.754)] [KD 1.783 (1.669)] 2024-10-19 03:31:18,339 - Train: 91.02% [1138600/1251000] [910.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000089] [CE 3.350 (3.809)] [KD 1.479 (1.701)] 2024-10-19 03:31:30,306 - Train: 91.02% [1138650/1251000] [910.2/1000.0] [batch_t 0.305 (0.239)] [data_t 0.009] [optim_t 0.297] [lr 0.000089] [CE 4.152 (3.781)] [KD 1.822 (1.674)] 2024-10-19 03:31:42,260 - Train: 91.02% [1138700/1251000] [910.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000089] [CE 3.649 (3.773)] [KD 1.704 (1.705)] 2024-10-19 03:31:54,369 - Train: 91.03% [1138750/1251000] [910.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000089] [CE 4.021 (3.746)] [KD 1.801 (1.672)] 2024-10-19 03:32:06,187 - Train: 91.03% [1138800/1251000] [910.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000089] [CE 3.885 (3.781)] [KD 1.712 (1.696)] 2024-10-19 03:32:18,231 - Train: 91.04% [1138850/1251000] [910.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000089] [CE 3.615 (3.834)] [KD 1.624 (1.716)] 2024-10-19 03:32:30,110 - Train: 91.04% [1138900/1251000] [910.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000088] [CE 3.790 (3.757)] [KD 1.738 (1.684)] 2024-10-19 03:32:42,042 - Train: 91.04% [1138950/1251000] [910.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000088] [CE 3.832 (3.787)] [KD 1.695 (1.710)] 2024-10-19 03:32:53,957 - Train: 91.05% [1139000/1251000] [910.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000088] [CE 4.013 (3.756)] [KD 1.727 (1.689)] 2024-10-19 03:33:05,965 - Train: 91.05% [1139050/1251000] [910.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000088] [CE 3.945 (3.838)] [KD 1.822 (1.709)] 2024-10-19 03:33:18,042 - Train: 91.06% [1139100/1251000] [910.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000088] [CE 4.093 (3.784)] [KD 1.923 (1.692)] 2024-10-19 03:33:30,122 - Train: 91.06% [1139150/1251000] [910.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000088] [CE 3.707 (3.785)] [KD 1.666 (1.685)] 2024-10-19 03:33:42,007 - Train: 91.06% [1139200/1251000] [910.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000088] [CE 4.374 (3.803)] [KD 2.050 (1.712)] 2024-10-19 03:33:53,829 - Train: 91.07% [1139250/1251000] [910.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000088] [CE 3.448 (3.786)] [KD 1.462 (1.694)] 2024-10-19 03:34:05,859 - Train: 91.07% [1139300/1251000] [910.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000088] [CE 4.439 (3.772)] [KD 2.156 (1.665)] 2024-10-19 03:34:17,923 - Train: 91.08% [1139350/1251000] [910.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000088] [CE 3.144 (3.784)] [KD 1.454 (1.684)] 2024-10-19 03:34:29,997 - Train: 91.08% [1139400/1251000] [910.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000088] [CE 3.987 (3.773)] [KD 1.777 (1.690)] 2024-10-19 03:34:41,872 - Train: 91.08% [1139450/1251000] [910.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000088] [CE 4.153 (3.829)] [KD 1.794 (1.717)] 2024-10-19 03:34:54,004 - Train: 91.09% [1139500/1251000] [910.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000088] [CE 3.061 (3.738)] [KD 1.386 (1.687)] 2024-10-19 03:35:05,915 - Train: 91.09% [1139550/1251000] [910.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000088] [CE 3.358 (3.749)] [KD 1.546 (1.673)] 2024-10-19 03:35:17,789 - Train: 91.10% [1139600/1251000] [911.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000088] [CE 3.702 (3.791)] [KD 1.684 (1.700)] 2024-10-19 03:35:29,856 - Train: 91.10% [1139650/1251000] [911.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000088] [CE 4.084 (3.861)] [KD 1.753 (1.736)] 2024-10-19 03:35:44,963 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41331] [top5_cnt 48087] [top_all 50000] 2024-10-19 03:35:44,964 - net: 82.662 (96.174) 2024-10-19 03:35:57,017 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41479] [top5_cnt 48165] [top_all 50000] 2024-10-19 03:35:57,017 - net_E: 82.958 (96.330) 2024-10-19 03:35:57,184 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:35:57,184 - ==> Total time: 3 days, 12:22:37 Eta: 8:14:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:36:12,041 - Train: 91.10% [1139700/1251000] [911.0/1000.0] [batch_t 0.233 (0.265)] [data_t 0.009] [optim_t 0.224] [lr 0.000088] [CE 3.394 (3.701)] [KD 1.568 (1.662)] 2024-10-19 03:36:23,940 - Train: 91.11% [1139750/1251000] [911.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000088] [CE 4.080 (3.785)] [KD 1.743 (1.693)] 2024-10-19 03:36:36,139 - Train: 91.11% [1139800/1251000] [911.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000088] [CE 3.773 (3.809)] [KD 1.631 (1.714)] 2024-10-19 03:36:48,109 - Train: 91.12% [1139850/1251000] [911.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000087] [CE 3.713 (3.755)] [KD 1.689 (1.673)] 2024-10-19 03:37:00,310 - Train: 91.12% [1139900/1251000] [911.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000087] [CE 4.076 (3.791)] [KD 1.864 (1.686)] 2024-10-19 03:37:12,418 - Train: 91.12% [1139950/1251000] [911.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000087] [CE 3.629 (3.760)] [KD 1.633 (1.674)] 2024-10-19 03:37:24,276 - Train: 91.13% [1140000/1251000] [911.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 3.626 (3.765)] [KD 1.670 (1.695)] 2024-10-19 03:37:35,964 - Train: 91.13% [1140050/1251000] [911.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000087] [CE 3.775 (3.749)] [KD 1.736 (1.677)] 2024-10-19 03:37:48,005 - Train: 91.14% [1140100/1251000] [911.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000087] [CE 4.157 (3.836)] [KD 1.902 (1.706)] 2024-10-19 03:38:00,022 - Train: 91.14% [1140150/1251000] [911.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000087] [CE 4.215 (3.796)] [KD 1.767 (1.709)] 2024-10-19 03:38:12,347 - Train: 91.14% [1140200/1251000] [911.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 4.472 (3.798)] [KD 1.976 (1.697)] 2024-10-19 03:38:24,124 - Train: 91.15% [1140250/1251000] [911.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000087] [CE 3.678 (3.786)] [KD 1.653 (1.697)] 2024-10-19 03:38:36,468 - Train: 91.15% [1140300/1251000] [911.5/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000087] [CE 4.233 (3.788)] [KD 1.753 (1.677)] 2024-10-19 03:38:48,420 - Train: 91.16% [1140350/1251000] [911.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000087] [CE 3.788 (3.737)] [KD 1.636 (1.667)] 2024-10-19 03:39:00,590 - Train: 91.16% [1140400/1251000] [911.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000087] [CE 3.997 (3.777)] [KD 1.837 (1.682)] 2024-10-19 03:39:12,517 - Train: 91.16% [1140450/1251000] [911.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000087] [CE 4.114 (3.770)] [KD 1.897 (1.701)] 2024-10-19 03:39:24,859 - Train: 91.17% [1140500/1251000] [911.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 3.904 (3.757)] [KD 1.820 (1.685)] 2024-10-19 03:39:36,692 - Train: 91.17% [1140550/1251000] [911.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000087] [CE 4.130 (3.828)] [KD 1.836 (1.717)] 2024-10-19 03:39:48,594 - Train: 91.18% [1140600/1251000] [911.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000087] [CE 3.796 (3.788)] [KD 1.730 (1.679)] 2024-10-19 03:40:00,410 - Train: 91.18% [1140650/1251000] [911.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 3.765 (3.699)] [KD 1.626 (1.652)] 2024-10-19 03:40:12,600 - Train: 91.18% [1140700/1251000] [911.8/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.000087] [CE 3.797 (3.785)] [KD 1.606 (1.680)] 2024-10-19 03:40:24,511 - Train: 91.19% [1140750/1251000] [911.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000087] [CE 3.420 (3.789)] [KD 1.513 (1.710)] 2024-10-19 03:40:36,642 - Train: 91.19% [1140800/1251000] [911.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000087] [CE 3.559 (3.820)] [KD 1.644 (1.712)] 2024-10-19 03:40:48,567 - Train: 91.20% [1140850/1251000] [912.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.445 (3.767)] [KD 1.534 (1.673)] 2024-10-19 03:41:00,428 - Train: 91.20% [1140900/1251000] [912.0/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000086] [CE 3.348 (3.818)] [KD 1.509 (1.703)] 2024-10-19 03:41:15,513 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.241)] [top1_cnt 41267] [top5_cnt 48058] [top_all 50000] 2024-10-19 03:41:15,514 - net: 82.534 (96.116) 2024-10-19 03:41:27,566 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41503] [top5_cnt 48157] [top_all 50000] 2024-10-19 03:41:27,567 - net_E: 83.006 (96.314) 2024-10-19 03:41:27,725 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.030 (epoch: 905)] 2024-10-19 03:41:27,725 - ==> Total time: 3 days, 12:28:08 Eta: 8:09:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:41:40,538 - Train: 91.20% [1140950/1251000] [912.0/1000.0] [batch_t 0.236 (0.303)] [data_t 0.009] [optim_t 0.228] [lr 0.000086] [CE 3.380 (3.792)] [KD 1.590 (1.705)] 2024-10-19 03:41:52,555 - Train: 91.21% [1141000/1251000] [912.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.138 (3.733)] [KD 1.361 (1.691)] 2024-10-19 03:42:04,773 - Train: 91.21% [1141050/1251000] [912.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 4.330 (3.741)] [KD 1.819 (1.655)] 2024-10-19 03:42:16,448 - Train: 91.22% [1141100/1251000] [912.2/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000086] [CE 3.919 (3.816)] [KD 1.762 (1.705)] 2024-10-19 03:42:28,542 - Train: 91.22% [1141150/1251000] [912.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.563 (3.775)] [KD 1.604 (1.697)] 2024-10-19 03:42:40,485 - Train: 91.22% [1141200/1251000] [912.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.502 (3.796)] [KD 1.503 (1.690)] 2024-10-19 03:42:52,479 - Train: 91.23% [1141250/1251000] [912.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000086] [CE 3.754 (3.802)] [KD 1.649 (1.708)] 2024-10-19 03:43:04,254 - Train: 91.23% [1141300/1251000] [912.3/1000.0] [batch_t 0.314 (0.235)] [data_t 0.009] [optim_t 0.306] [lr 0.000086] [CE 3.541 (3.718)] [KD 1.486 (1.655)] 2024-10-19 03:43:16,331 - Train: 91.24% [1141350/1251000] [912.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.302 (3.768)] [KD 1.446 (1.672)] 2024-10-19 03:43:28,315 - Train: 91.24% [1141400/1251000] [912.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000086] [CE 3.476 (3.832)] [KD 1.561 (1.714)] 2024-10-19 03:43:40,571 - Train: 91.24% [1141450/1251000] [912.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000086] [CE 3.752 (3.764)] [KD 1.798 (1.700)] 2024-10-19 03:43:52,559 - Train: 91.25% [1141500/1251000] [912.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000086] [CE 3.780 (3.746)] [KD 1.768 (1.666)] 2024-10-19 03:44:04,365 - Train: 91.25% [1141550/1251000] [912.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 3.752 (3.762)] [KD 1.659 (1.684)] 2024-10-19 03:44:16,335 - Train: 91.25% [1141600/1251000] [912.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000086] [CE 4.031 (3.818)] [KD 1.784 (1.702)] 2024-10-19 03:44:28,537 - Train: 91.26% [1141650/1251000] [912.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000086] [CE 4.318 (3.815)] [KD 2.027 (1.700)] 2024-10-19 03:44:40,488 - Train: 91.26% [1141700/1251000] [912.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000086] [CE 3.874 (3.788)] [KD 1.823 (1.700)] 2024-10-19 03:44:52,920 - Train: 91.27% [1141750/1251000] [912.7/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.000086] [CE 3.866 (3.750)] [KD 1.615 (1.670)] 2024-10-19 03:45:04,904 - Train: 91.27% [1141800/1251000] [912.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.556 (3.819)] [KD 1.501 (1.680)] 2024-10-19 03:45:16,977 - Train: 91.27% [1141850/1251000] [912.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000085] [CE 3.659 (3.728)] [KD 1.745 (1.664)] 2024-10-19 03:45:28,728 - Train: 91.28% [1141900/1251000] [912.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000085] [CE 3.795 (3.733)] [KD 1.625 (1.667)] 2024-10-19 03:45:41,057 - Train: 91.28% [1141950/1251000] [912.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000085] [CE 3.811 (3.804)] [KD 1.667 (1.712)] 2024-10-19 03:45:53,374 - Train: 91.29% [1142000/1251000] [912.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.542 (3.760)] [KD 1.579 (1.693)] 2024-10-19 03:46:05,646 - Train: 91.29% [1142050/1251000] [912.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000085] [CE 4.116 (3.744)] [KD 1.844 (1.674)] 2024-10-19 03:46:17,495 - Train: 91.29% [1142100/1251000] [912.9/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000085] [CE 3.589 (3.776)] [KD 1.661 (1.681)] 2024-10-19 03:46:29,526 - Train: 91.30% [1142150/1251000] [913.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000085] [CE 4.203 (3.747)] [KD 1.801 (1.674)] 2024-10-19 03:46:44,837 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41286] [top5_cnt 48084] [top_all 50000] 2024-10-19 03:46:44,837 - net: 82.572 (96.168) 2024-10-19 03:46:57,179 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41518] [top5_cnt 48160] [top_all 50000] 2024-10-19 03:46:57,179 - net_E: 83.036 (96.320) 2024-10-19 03:46:57,343 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.036 (epoch: 913)] 2024-10-19 03:46:57,343 - ==> Total time: 3 days, 12:33:37 Eta: 8:03:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:47:11,930 - Train: 91.30% [1142200/1251000] [913.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.679 (3.778)] [KD 1.583 (1.665)] 2024-10-19 03:47:24,319 - Train: 91.31% [1142250/1251000] [913.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.864 (3.820)] [KD 1.798 (1.712)] 2024-10-19 03:47:36,029 - Train: 91.31% [1142300/1251000] [913.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 4.069 (3.798)] [KD 1.958 (1.702)] 2024-10-19 03:47:48,258 - Train: 91.31% [1142350/1251000] [913.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 4.099 (3.811)] [KD 1.839 (1.700)] 2024-10-19 03:48:00,199 - Train: 91.32% [1142400/1251000] [913.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.588 (3.791)] [KD 1.554 (1.687)] 2024-10-19 03:48:12,044 - Train: 91.32% [1142450/1251000] [913.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000085] [CE 3.498 (3.755)] [KD 1.508 (1.662)] 2024-10-19 03:48:23,715 - Train: 91.33% [1142500/1251000] [913.3/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000085] [CE 3.595 (3.765)] [KD 1.589 (1.655)] 2024-10-19 03:48:35,917 - Train: 91.33% [1142550/1251000] [913.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000085] [CE 3.897 (3.784)] [KD 1.700 (1.699)] 2024-10-19 03:48:47,663 - Train: 91.33% [1142600/1251000] [913.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 3.576 (3.763)] [KD 1.528 (1.660)] 2024-10-19 03:48:59,794 - Train: 91.34% [1142650/1251000] [913.4/1000.0] [batch_t 0.367 (0.242)] [data_t 0.009] [optim_t 0.359] [lr 0.000085] [CE 3.678 (3.773)] [KD 1.739 (1.677)] 2024-10-19 03:49:11,777 - Train: 91.34% [1142700/1251000] [913.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000085] [CE 3.961 (3.687)] [KD 1.655 (1.627)] 2024-10-19 03:49:23,635 - Train: 91.35% [1142750/1251000] [913.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000085] [CE 4.095 (3.839)] [KD 1.816 (1.722)] 2024-10-19 03:49:35,357 - Train: 91.35% [1142800/1251000] [913.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000084] [CE 3.735 (3.834)] [KD 1.642 (1.723)] 2024-10-19 03:49:47,440 - Train: 91.35% [1142850/1251000] [913.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000084] [CE 3.455 (3.806)] [KD 1.438 (1.693)] 2024-10-19 03:49:59,399 - Train: 91.36% [1142900/1251000] [913.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000084] [CE 3.320 (3.757)] [KD 1.485 (1.654)] 2024-10-19 03:50:11,395 - Train: 91.36% [1142950/1251000] [913.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000084] [CE 3.922 (3.678)] [KD 1.688 (1.642)] 2024-10-19 03:50:23,368 - Train: 91.37% [1143000/1251000] [913.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000084] [CE 3.184 (3.814)] [KD 1.471 (1.702)] 2024-10-19 03:50:35,193 - Train: 91.37% [1143050/1251000] [913.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000084] [CE 4.142 (3.779)] [KD 1.870 (1.684)] 2024-10-19 03:50:47,168 - Train: 91.37% [1143100/1251000] [913.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000084] [CE 3.422 (3.749)] [KD 1.627 (1.683)] 2024-10-19 03:50:59,346 - Train: 91.38% [1143150/1251000] [913.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000084] [CE 4.051 (3.829)] [KD 1.829 (1.700)] 2024-10-19 03:51:11,335 - Train: 91.38% [1143200/1251000] [913.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000084] [CE 3.965 (3.707)] [KD 1.876 (1.664)] 2024-10-19 03:51:23,184 - Train: 91.39% [1143250/1251000] [913.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000084] [CE 3.446 (3.766)] [KD 1.654 (1.680)] 2024-10-19 03:51:35,118 - Train: 91.39% [1143300/1251000] [913.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000084] [CE 3.927 (3.824)] [KD 1.762 (1.710)] 2024-10-19 03:51:47,193 - Train: 91.39% [1143350/1251000] [913.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000084] [CE 3.490 (3.748)] [KD 1.599 (1.675)] 2024-10-19 03:51:59,003 - Train: 91.40% [1143400/1251000] [914.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000084] [CE 3.257 (3.705)] [KD 1.458 (1.654)] 2024-10-19 03:52:14,258 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41316] [top5_cnt 48039] [top_all 50000] 2024-10-19 03:52:14,258 - net: 82.632 (96.078) 2024-10-19 03:52:26,544 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41516] [top5_cnt 48160] [top_all 50000] 2024-10-19 03:52:26,545 - net_E: 83.032 (96.320) 2024-10-19 03:52:26,696 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.036 (epoch: 913)] 2024-10-19 03:52:26,696 - ==> Total time: 3 days, 12:39:07 Eta: 7:57:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:52:39,581 - Train: 91.40% [1143450/1251000] [914.0/1000.0] [batch_t 0.238 (0.310)] [data_t 0.009] [optim_t 0.229] [lr 0.000084] [CE 3.920 (3.783)] [KD 1.571 (1.688)] 2024-10-19 03:52:52,037 - Train: 91.41% [1143500/1251000] [914.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.225] [lr 0.000084] [CE 3.933 (3.778)] [KD 1.749 (1.671)] 2024-10-19 03:53:04,407 - Train: 91.41% [1143550/1251000] [914.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000084] [CE 3.624 (3.725)] [KD 1.656 (1.658)] 2024-10-19 03:53:16,090 - Train: 91.41% [1143600/1251000] [914.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000084] [CE 3.732 (3.760)] [KD 1.588 (1.690)] 2024-10-19 03:53:27,986 - Train: 91.42% [1143650/1251000] [914.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000084] [CE 3.853 (3.782)] [KD 1.741 (1.674)] 2024-10-19 03:53:39,973 - Train: 91.42% [1143700/1251000] [914.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000084] [CE 3.769 (3.770)] [KD 1.662 (1.667)] 2024-10-19 03:53:51,831 - Train: 91.43% [1143750/1251000] [914.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000084] [CE 3.485 (3.810)] [KD 1.421 (1.680)] 2024-10-19 03:54:03,737 - Train: 91.43% [1143800/1251000] [914.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.829 (3.793)] [KD 1.715 (1.687)] 2024-10-19 03:54:15,872 - Train: 91.43% [1143850/1251000] [914.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.827 (3.796)] [KD 1.745 (1.694)] 2024-10-19 03:54:27,756 - Train: 91.44% [1143900/1251000] [914.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000083] [CE 3.411 (3.779)] [KD 1.503 (1.672)] 2024-10-19 03:54:39,959 - Train: 91.44% [1143950/1251000] [914.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000083] [CE 3.653 (3.724)] [KD 1.651 (1.663)] 2024-10-19 03:54:51,920 - Train: 91.45% [1144000/1251000] [914.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000083] [CE 4.091 (3.735)] [KD 1.864 (1.668)] 2024-10-19 03:55:03,648 - Train: 91.45% [1144050/1251000] [914.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000083] [CE 4.067 (3.760)] [KD 1.874 (1.671)] 2024-10-19 03:55:15,496 - Train: 91.45% [1144100/1251000] [914.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000083] [CE 3.557 (3.808)] [KD 1.678 (1.672)] 2024-10-19 03:55:27,778 - Train: 91.46% [1144150/1251000] [914.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.463 (3.773)] [KD 1.598 (1.685)] 2024-10-19 03:55:39,800 - Train: 91.46% [1144200/1251000] [914.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000083] [CE 3.799 (3.823)] [KD 1.629 (1.695)] 2024-10-19 03:55:51,595 - Train: 91.47% [1144250/1251000] [914.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000083] [CE 3.716 (3.687)] [KD 1.686 (1.640)] 2024-10-19 03:56:03,383 - Train: 91.47% [1144300/1251000] [914.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.946 (3.750)] [KD 1.665 (1.679)] 2024-10-19 03:56:15,552 - Train: 91.47% [1144350/1251000] [914.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000083] [CE 3.694 (3.857)] [KD 1.756 (1.725)] 2024-10-19 03:56:27,479 - Train: 91.48% [1144400/1251000] [914.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.986 (3.751)] [KD 1.866 (1.680)] 2024-10-19 03:56:39,700 - Train: 91.48% [1144450/1251000] [914.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000083] [CE 3.915 (3.814)] [KD 1.776 (1.690)] 2024-10-19 03:56:51,795 - Train: 91.49% [1144500/1251000] [914.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000083] [CE 4.107 (3.777)] [KD 1.764 (1.687)] 2024-10-19 03:57:04,109 - Train: 91.49% [1144550/1251000] [914.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000083] [CE 3.805 (3.771)] [KD 1.899 (1.680)] 2024-10-19 03:57:16,040 - Train: 91.49% [1144600/1251000] [914.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000083] [CE 3.672 (3.769)] [KD 1.670 (1.677)] 2024-10-19 03:57:28,280 - Train: 91.50% [1144650/1251000] [915.0/1000.0] [batch_t 0.252 (0.245)] [data_t 0.029] [optim_t 0.223] [lr 0.000083] [CE 3.925 (3.699)] [KD 1.796 (1.650)] 2024-10-19 03:57:44,118 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41266] [top5_cnt 48062] [top_all 50000] 2024-10-19 03:57:44,119 - net: 82.532 (96.124) 2024-10-19 03:57:56,481 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41522] [top5_cnt 48161] [top_all 50000] 2024-10-19 03:57:56,482 - net_E: 83.044 (96.322) 2024-10-19 03:57:56,647 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.044 (epoch: 915)] 2024-10-19 03:57:56,648 - ==> Total time: 3 days, 12:44:37 Eta: 7:52:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 03:58:11,683 - Train: 91.50% [1144700/1251000] [915.0/1000.0] [batch_t 0.233 (0.271)] [data_t 0.009] [optim_t 0.224] [lr 0.000083] [CE 3.698 (3.716)] [KD 1.602 (1.652)] 2024-10-19 03:58:23,851 - Train: 91.51% [1144750/1251000] [915.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000083] [CE 3.821 (3.745)] [KD 1.714 (1.666)] 2024-10-19 03:58:36,040 - Train: 91.51% [1144800/1251000] [915.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000083] [CE 4.041 (3.750)] [KD 1.902 (1.663)] 2024-10-19 03:58:48,473 - Train: 91.51% [1144850/1251000] [915.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000082] [CE 2.850 (3.777)] [KD 1.289 (1.668)] 2024-10-19 03:59:00,371 - Train: 91.52% [1144900/1251000] [915.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000082] [CE 3.494 (3.752)] [KD 1.453 (1.662)] 2024-10-19 03:59:12,310 - Train: 91.52% [1144950/1251000] [915.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000082] [CE 4.182 (3.758)] [KD 1.945 (1.656)] 2024-10-19 03:59:24,567 - Train: 91.53% [1145000/1251000] [915.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000082] [CE 3.534 (3.738)] [KD 1.613 (1.648)] 2024-10-19 03:59:36,578 - Train: 91.53% [1145050/1251000] [915.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000082] [CE 4.057 (3.767)] [KD 1.847 (1.688)] 2024-10-19 03:59:48,469 - Train: 91.53% [1145100/1251000] [915.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000082] [CE 3.940 (3.763)] [KD 1.629 (1.689)] 2024-10-19 04:00:00,752 - Train: 91.54% [1145150/1251000] [915.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000082] [CE 4.162 (3.747)] [KD 1.881 (1.664)] 2024-10-19 04:00:12,868 - Train: 91.54% [1145200/1251000] [915.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000082] [CE 4.078 (3.807)] [KD 1.943 (1.705)] 2024-10-19 04:00:24,808 - Train: 91.55% [1145250/1251000] [915.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000082] [CE 3.696 (3.779)] [KD 1.729 (1.686)] 2024-10-19 04:00:37,049 - Train: 91.55% [1145300/1251000] [915.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000082] [CE 3.794 (3.768)] [KD 1.709 (1.683)] 2024-10-19 04:00:49,363 - Train: 91.55% [1145350/1251000] [915.5/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000082] [CE 3.871 (3.771)] [KD 1.811 (1.683)] 2024-10-19 04:01:01,431 - Train: 91.56% [1145400/1251000] [915.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000082] [CE 3.525 (3.785)] [KD 1.554 (1.680)] 2024-10-19 04:01:13,302 - Train: 91.56% [1145450/1251000] [915.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000082] [CE 3.463 (3.768)] [KD 1.514 (1.667)] 2024-10-19 04:01:25,324 - Train: 91.57% [1145500/1251000] [915.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000082] [CE 3.429 (3.721)] [KD 1.449 (1.661)] 2024-10-19 04:01:37,294 - Train: 91.57% [1145550/1251000] [915.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000082] [CE 3.818 (3.788)] [KD 1.816 (1.674)] 2024-10-19 04:01:49,200 - Train: 91.57% [1145600/1251000] [915.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000082] [CE 3.418 (3.818)] [KD 1.579 (1.704)] 2024-10-19 04:02:01,251 - Train: 91.58% [1145650/1251000] [915.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000082] [CE 4.021 (3.724)] [KD 1.793 (1.654)] 2024-10-19 04:02:13,260 - Train: 91.58% [1145700/1251000] [915.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000082] [CE 3.456 (3.795)] [KD 1.508 (1.667)] 2024-10-19 04:02:25,318 - Train: 91.59% [1145750/1251000] [915.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000082] [CE 4.115 (3.771)] [KD 1.772 (1.671)] 2024-10-19 04:02:37,568 - Train: 91.59% [1145800/1251000] [915.9/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000082] [CE 3.948 (3.745)] [KD 1.800 (1.652)] 2024-10-19 04:02:49,584 - Train: 91.59% [1145850/1251000] [915.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000081] [CE 3.749 (3.874)] [KD 1.637 (1.708)] 2024-10-19 04:03:01,480 - Train: 91.60% [1145900/1251000] [916.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000081] [CE 4.239 (3.761)] [KD 1.866 (1.676)] 2024-10-19 04:03:17,641 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41275] [top5_cnt 48058] [top_all 50000] 2024-10-19 04:03:17,641 - net: 82.550 (96.116) 2024-10-19 04:03:29,865 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41517] [top5_cnt 48164] [top_all 50000] 2024-10-19 04:03:29,866 - net_E: 83.034 (96.328) 2024-10-19 04:03:29,988 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.044 (epoch: 915)] 2024-10-19 04:03:29,989 - ==> Total time: 3 days, 12:50:10 Eta: 7:46:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:03:42,575 - Train: 91.60% [1145950/1251000] [916.0/1000.0] [batch_t 0.233 (0.327)] [data_t 0.009] [optim_t 0.224] [lr 0.000081] [CE 3.416 (3.749)] [KD 1.397 (1.667)] 2024-10-19 04:03:54,771 - Train: 91.61% [1146000/1251000] [916.1/1000.0] [batch_t 0.454 (0.244)] [data_t 0.009] [optim_t 0.445] [lr 0.000081] [CE 4.132 (3.850)] [KD 1.724 (1.713)] 2024-10-19 04:04:06,946 - Train: 91.61% [1146050/1251000] [916.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000081] [CE 4.213 (3.848)] [KD 1.877 (1.692)] 2024-10-19 04:04:18,787 - Train: 91.61% [1146100/1251000] [916.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000081] [CE 4.063 (3.789)] [KD 1.845 (1.678)] 2024-10-19 04:04:30,750 - Train: 91.62% [1146150/1251000] [916.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000081] [CE 3.982 (3.709)] [KD 1.878 (1.644)] 2024-10-19 04:04:42,860 - Train: 91.62% [1146200/1251000] [916.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000081] [CE 3.242 (3.835)] [KD 1.408 (1.705)] 2024-10-19 04:04:55,301 - Train: 91.63% [1146250/1251000] [916.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000081] [CE 3.899 (3.831)] [KD 1.873 (1.722)] 2024-10-19 04:05:07,521 - Train: 91.63% [1146300/1251000] [916.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000081] [CE 3.976 (3.779)] [KD 1.894 (1.686)] 2024-10-19 04:05:19,719 - Train: 91.63% [1146350/1251000] [916.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000081] [CE 3.729 (3.756)] [KD 1.610 (1.672)] 2024-10-19 04:05:32,177 - Train: 91.64% [1146400/1251000] [916.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.015] [optim_t 0.224] [lr 0.000081] [CE 3.208 (3.808)] [KD 1.436 (1.684)] 2024-10-19 04:05:44,344 - Train: 91.64% [1146450/1251000] [916.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000081] [CE 3.660 (3.779)] [KD 1.755 (1.673)] 2024-10-19 04:05:56,200 - Train: 91.65% [1146500/1251000] [916.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000081] [CE 4.247 (3.768)] [KD 1.850 (1.667)] 2024-10-19 04:06:08,131 - Train: 91.65% [1146550/1251000] [916.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000081] [CE 3.732 (3.762)] [KD 1.741 (1.673)] 2024-10-19 04:06:20,189 - Train: 91.65% [1146600/1251000] [916.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000081] [CE 3.896 (3.718)] [KD 1.778 (1.636)] 2024-10-19 04:06:32,459 - Train: 91.66% [1146650/1251000] [916.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000081] [CE 4.132 (3.788)] [KD 1.934 (1.673)] 2024-10-19 04:06:44,264 - Train: 91.66% [1146700/1251000] [916.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000081] [CE 3.524 (3.799)] [KD 1.557 (1.681)] 2024-10-19 04:06:56,347 - Train: 91.67% [1146750/1251000] [916.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000081] [CE 4.090 (3.801)] [KD 1.791 (1.683)] 2024-10-19 04:07:08,326 - Train: 91.67% [1146800/1251000] [916.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000081] [CE 3.634 (3.793)] [KD 1.631 (1.682)] 2024-10-19 04:07:20,306 - Train: 91.67% [1146850/1251000] [916.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000081] [CE 3.703 (3.827)] [KD 1.691 (1.694)] 2024-10-19 04:07:32,488 - Train: 91.68% [1146900/1251000] [916.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 3.825 (3.746)] [KD 1.731 (1.657)] 2024-10-19 04:07:44,554 - Train: 91.68% [1146950/1251000] [916.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000080] [CE 3.739 (3.764)] [KD 1.729 (1.673)] 2024-10-19 04:07:56,495 - Train: 91.69% [1147000/1251000] [916.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 3.941 (3.724)] [KD 1.772 (1.658)] 2024-10-19 04:08:08,767 - Train: 91.69% [1147050/1251000] [916.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000080] [CE 3.979 (3.792)] [KD 1.736 (1.686)] 2024-10-19 04:08:20,670 - Train: 91.69% [1147100/1251000] [916.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000080] [CE 4.204 (3.741)] [KD 1.807 (1.672)] 2024-10-19 04:08:32,570 - Train: 91.70% [1147150/1251000] [917.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000080] [CE 3.974 (3.782)] [KD 1.613 (1.679)] 2024-10-19 04:08:48,728 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41278] [top5_cnt 48097] [top_all 50000] 2024-10-19 04:08:48,728 - net: 82.556 (96.194) 2024-10-19 04:09:01,019 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41530] [top5_cnt 48161] [top_all 50000] 2024-10-19 04:09:01,019 - net_E: 83.060 (96.322) 2024-10-19 04:09:01,176 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.060 (epoch: 917)] 2024-10-19 04:09:01,176 - ==> Total time: 3 days, 12:55:41 Eta: 7:41:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:09:17,576 - Train: 91.70% [1147200/1251000] [917.0/1000.0] [batch_t 0.238 (0.276)] [data_t 0.009] [optim_t 0.229] [lr 0.000080] [CE 3.850 (3.848)] [KD 1.649 (1.714)] 2024-10-19 04:09:29,462 - Train: 91.71% [1147250/1251000] [917.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000080] [CE 3.763 (3.798)] [KD 1.550 (1.692)] 2024-10-19 04:09:41,692 - Train: 91.71% [1147300/1251000] [917.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000080] [CE 3.572 (3.766)] [KD 1.589 (1.656)] 2024-10-19 04:09:53,825 - Train: 91.71% [1147350/1251000] [917.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000080] [CE 3.762 (3.765)] [KD 1.639 (1.665)] 2024-10-19 04:10:05,564 - Train: 91.72% [1147400/1251000] [917.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000080] [CE 3.549 (3.757)] [KD 1.578 (1.660)] 2024-10-19 04:10:17,462 - Train: 91.72% [1147450/1251000] [917.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 3.848 (3.820)] [KD 1.690 (1.705)] 2024-10-19 04:10:29,779 - Train: 91.73% [1147500/1251000] [917.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000080] [CE 3.833 (3.749)] [KD 1.744 (1.660)] 2024-10-19 04:10:41,649 - Train: 91.73% [1147550/1251000] [917.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000080] [CE 3.608 (3.814)] [KD 1.722 (1.685)] 2024-10-19 04:10:53,348 - Train: 91.73% [1147600/1251000] [917.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 3.935 (3.793)] [KD 1.709 (1.694)] 2024-10-19 04:11:05,422 - Train: 91.74% [1147650/1251000] [917.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 4.271 (3.813)] [KD 1.748 (1.682)] 2024-10-19 04:11:17,323 - Train: 91.74% [1147700/1251000] [917.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000080] [CE 3.652 (3.782)] [KD 1.738 (1.679)] 2024-10-19 04:11:29,185 - Train: 91.75% [1147750/1251000] [917.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000080] [CE 3.745 (3.819)] [KD 1.722 (1.683)] 2024-10-19 04:11:41,137 - Train: 91.75% [1147800/1251000] [917.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000080] [CE 4.237 (3.839)] [KD 2.066 (1.695)] 2024-10-19 04:11:53,054 - Train: 91.75% [1147850/1251000] [917.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000080] [CE 3.764 (3.748)] [KD 1.664 (1.666)] 2024-10-19 04:12:05,034 - Train: 91.76% [1147900/1251000] [917.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000079] [CE 4.183 (3.824)] [KD 1.942 (1.696)] 2024-10-19 04:12:17,099 - Train: 91.76% [1147950/1251000] [917.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000079] [CE 3.183 (3.738)] [KD 1.393 (1.651)] 2024-10-19 04:12:28,890 - Train: 91.77% [1148000/1251000] [917.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.521 (3.771)] [KD 1.437 (1.649)] 2024-10-19 04:12:40,710 - Train: 91.77% [1148050/1251000] [917.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.523 (3.862)] [KD 1.507 (1.722)] 2024-10-19 04:12:52,844 - Train: 91.77% [1148100/1251000] [917.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000079] [CE 3.647 (3.822)] [KD 1.507 (1.682)] 2024-10-19 04:13:04,767 - Train: 91.78% [1148150/1251000] [917.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.837 (3.796)] [KD 1.756 (1.681)] 2024-10-19 04:13:16,478 - Train: 91.78% [1148200/1251000] [917.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000079] [CE 3.878 (3.764)] [KD 1.676 (1.667)] 2024-10-19 04:13:28,374 - Train: 91.79% [1148250/1251000] [917.9/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000079] [CE 3.947 (3.737)] [KD 1.658 (1.656)] 2024-10-19 04:13:40,577 - Train: 91.79% [1148300/1251000] [917.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000079] [CE 3.823 (3.810)] [KD 1.665 (1.686)] 2024-10-19 04:13:52,547 - Train: 91.79% [1148350/1251000] [917.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 4.224 (3.754)] [KD 1.884 (1.661)] 2024-10-19 04:14:04,227 - Train: 91.80% [1148400/1251000] [918.0/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 4.210 (3.777)] [KD 1.851 (1.666)] 2024-10-19 04:14:20,498 - Test (net): 100.00% [50/50] [batch_t 0.081 (0.236)] [top1_cnt 41255] [top5_cnt 48073] [top_all 50000] 2024-10-19 04:14:20,499 - net: 82.510 (96.146) 2024-10-19 04:14:32,756 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41515] [top5_cnt 48163] [top_all 50000] 2024-10-19 04:14:32,757 - net_E: 83.030 (96.326) 2024-10-19 04:14:32,924 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.060 (epoch: 917)] 2024-10-19 04:14:32,925 - ==> Total time: 3 days, 13:01:13 Eta: 7:35:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:14:44,525 - Train: 91.80% [1148450/1251000] [918.0/1000.0] [batch_t 0.233 (0.323)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.792 (3.777)] [KD 1.753 (1.663)] 2024-10-19 04:14:56,641 - Train: 91.81% [1148500/1251000] [918.1/1000.0] [batch_t 0.403 (0.242)] [data_t 0.009] [optim_t 0.395] [lr 0.000079] [CE 3.814 (3.768)] [KD 1.614 (1.662)] 2024-10-19 04:15:08,646 - Train: 91.81% [1148550/1251000] [918.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 3.427 (3.720)] [KD 1.389 (1.657)] 2024-10-19 04:15:20,714 - Train: 91.81% [1148600/1251000] [918.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 4.300 (3.808)] [KD 1.897 (1.687)] 2024-10-19 04:15:32,405 - Train: 91.82% [1148650/1251000] [918.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.330 (3.758)] [KD 1.467 (1.672)] 2024-10-19 04:15:44,248 - Train: 91.82% [1148700/1251000] [918.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000079] [CE 3.919 (3.866)] [KD 1.703 (1.729)] 2024-10-19 04:15:56,183 - Train: 91.83% [1148750/1251000] [918.3/1000.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.000079] [CE 3.956 (3.731)] [KD 1.753 (1.642)] 2024-10-19 04:16:08,498 - Train: 91.83% [1148800/1251000] [918.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000079] [CE 3.715 (3.815)] [KD 1.564 (1.682)] 2024-10-19 04:16:20,468 - Train: 91.83% [1148850/1251000] [918.3/1000.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.257] [lr 0.000079] [CE 3.454 (3.790)] [KD 1.440 (1.680)] 2024-10-19 04:16:32,625 - Train: 91.84% [1148900/1251000] [918.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 3.169 (3.756)] [KD 1.321 (1.654)] 2024-10-19 04:16:44,905 - Train: 91.84% [1148950/1251000] [918.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000078] [CE 4.018 (3.741)] [KD 1.735 (1.662)] 2024-10-19 04:16:56,953 - Train: 91.85% [1149000/1251000] [918.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000078] [CE 3.606 (3.669)] [KD 1.576 (1.631)] 2024-10-19 04:17:09,281 - Train: 91.85% [1149050/1251000] [918.5/1000.0] [batch_t 0.277 (0.246)] [data_t 0.009] [optim_t 0.268] [lr 0.000078] [CE 3.172 (3.804)] [KD 1.349 (1.685)] 2024-10-19 04:17:21,378 - Train: 91.85% [1149100/1251000] [918.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000078] [CE 4.089 (3.756)] [KD 1.785 (1.645)] 2024-10-19 04:17:33,297 - Train: 91.86% [1149150/1251000] [918.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000078] [CE 3.321 (3.811)] [KD 1.455 (1.682)] 2024-10-19 04:17:45,312 - Train: 91.86% [1149200/1251000] [918.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000078] [CE 3.501 (3.760)] [KD 1.558 (1.651)] 2024-10-19 04:17:57,114 - Train: 91.87% [1149250/1251000] [918.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000078] [CE 3.905 (3.793)] [KD 1.635 (1.665)] 2024-10-19 04:18:09,019 - Train: 91.87% [1149300/1251000] [918.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000078] [CE 3.805 (3.802)] [KD 1.676 (1.684)] 2024-10-19 04:18:20,852 - Train: 91.87% [1149350/1251000] [918.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000078] [CE 4.169 (3.784)] [KD 1.836 (1.681)] 2024-10-19 04:18:32,679 - Train: 91.88% [1149400/1251000] [918.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000078] [CE 3.947 (3.817)] [KD 1.958 (1.701)] 2024-10-19 04:18:44,664 - Train: 91.88% [1149450/1251000] [918.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000078] [CE 3.844 (3.795)] [KD 1.793 (1.686)] 2024-10-19 04:18:56,580 - Train: 91.89% [1149500/1251000] [918.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000078] [CE 3.475 (3.712)] [KD 1.437 (1.651)] 2024-10-19 04:19:08,440 - Train: 91.89% [1149550/1251000] [918.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000078] [CE 3.426 (3.781)] [KD 1.462 (1.675)] 2024-10-19 04:19:20,405 - Train: 91.89% [1149600/1251000] [918.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000078] [CE 3.576 (3.748)] [KD 1.601 (1.646)] 2024-10-19 04:19:32,336 - Train: 91.90% [1149650/1251000] [919.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000078] [CE 4.095 (3.757)] [KD 1.829 (1.675)] 2024-10-19 04:19:49,005 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41307] [top5_cnt 48100] [top_all 50000] 2024-10-19 04:19:49,005 - net: 82.614 (96.200) 2024-10-19 04:20:01,172 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41530] [top5_cnt 48165] [top_all 50000] 2024-10-19 04:20:01,173 - net_E: 83.060 (96.330) 2024-10-19 04:20:01,304 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.060 (epoch: 917)] 2024-10-19 04:20:01,305 - ==> Total time: 3 days, 13:06:41 Eta: 7:30:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:20:12,374 - Train: 91.90% [1149700/1251000] [919.0/1000.0] [batch_t 0.234 (0.315)] [data_t 0.009] [optim_t 0.225] [lr 0.000078] [CE 3.398 (3.812)] [KD 1.640 (1.694)] 2024-10-19 04:20:24,458 - Train: 91.91% [1149750/1251000] [919.1/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000078] [CE 3.260 (3.702)] [KD 1.457 (1.625)] 2024-10-19 04:20:36,216 - Train: 91.91% [1149800/1251000] [919.1/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000078] [CE 3.676 (3.759)] [KD 1.590 (1.664)] 2024-10-19 04:20:48,405 - Train: 91.91% [1149850/1251000] [919.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000078] [CE 3.810 (3.818)] [KD 1.628 (1.682)] 2024-10-19 04:21:00,121 - Train: 91.92% [1149900/1251000] [919.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000078] [CE 4.092 (3.849)] [KD 1.735 (1.706)] 2024-10-19 04:21:12,437 - Train: 91.92% [1149950/1251000] [919.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000078] [CE 3.556 (3.749)] [KD 1.505 (1.645)] 2024-10-19 04:21:24,103 - Train: 91.93% [1150000/1251000] [919.3/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000078] [CE 4.046 (3.864)] [KD 1.900 (1.719)] 2024-10-19 04:21:36,062 - Train: 91.93% [1150050/1251000] [919.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000077] [CE 3.197 (3.739)] [KD 1.376 (1.643)] 2024-10-19 04:21:48,145 - Train: 91.93% [1150100/1251000] [919.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000077] [CE 3.786 (3.769)] [KD 1.757 (1.668)] 2024-10-19 04:22:00,446 - Train: 91.94% [1150150/1251000] [919.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 3.969 (3.758)] [KD 1.656 (1.657)] 2024-10-19 04:22:12,484 - Train: 91.94% [1150200/1251000] [919.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000077] [CE 3.797 (3.678)] [KD 1.713 (1.625)] 2024-10-19 04:22:24,467 - Train: 91.95% [1150250/1251000] [919.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000077] [CE 3.490 (3.787)] [KD 1.541 (1.657)] 2024-10-19 04:22:36,450 - Train: 91.95% [1150300/1251000] [919.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000077] [CE 3.545 (3.781)] [KD 1.680 (1.670)] 2024-10-19 04:22:48,845 - Train: 91.95% [1150350/1251000] [919.5/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000077] [CE 4.028 (3.763)] [KD 1.842 (1.656)] 2024-10-19 04:23:00,803 - Train: 91.96% [1150400/1251000] [919.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 3.956 (3.751)] [KD 1.782 (1.675)] 2024-10-19 04:23:12,783 - Train: 91.96% [1150450/1251000] [919.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000077] [CE 3.680 (3.768)] [KD 1.566 (1.663)] 2024-10-19 04:23:24,585 - Train: 91.97% [1150500/1251000] [919.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000077] [CE 3.366 (3.749)] [KD 1.478 (1.658)] 2024-10-19 04:23:36,662 - Train: 91.97% [1150550/1251000] [919.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 3.961 (3.780)] [KD 1.881 (1.675)] 2024-10-19 04:23:48,333 - Train: 91.97% [1150600/1251000] [919.7/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000077] [CE 3.909 (3.804)] [KD 1.684 (1.674)] 2024-10-19 04:24:00,506 - Train: 91.98% [1150650/1251000] [919.8/1000.0] [batch_t 0.488 (0.243)] [data_t 0.265] [optim_t 0.223] [lr 0.000077] [CE 3.892 (3.764)] [KD 1.693 (1.663)] 2024-10-19 04:24:12,386 - Train: 91.98% [1150700/1251000] [919.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 4.021 (3.821)] [KD 1.922 (1.683)] 2024-10-19 04:24:24,534 - Train: 91.99% [1150750/1251000] [919.9/1000.0] [batch_t 0.361 (0.243)] [data_t 0.009] [optim_t 0.352] [lr 0.000077] [CE 4.032 (3.773)] [KD 1.866 (1.664)] 2024-10-19 04:24:36,351 - Train: 91.99% [1150800/1251000] [919.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 3.756 (3.783)] [KD 1.675 (1.678)] 2024-10-19 04:24:48,289 - Train: 91.99% [1150850/1251000] [919.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000077] [CE 3.807 (3.798)] [KD 1.818 (1.668)] 2024-10-19 04:25:00,000 - Train: 92.00% [1150900/1251000] [920.0/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000077] [CE 3.682 (3.782)] [KD 1.584 (1.676)] 2024-10-19 04:25:16,696 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41327] [top5_cnt 48101] [top_all 50000] 2024-10-19 04:25:16,696 - net: 82.654 (96.202) 2024-10-19 04:25:28,745 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41527] [top5_cnt 48164] [top_all 50000] 2024-10-19 04:25:28,746 - net_E: 83.054 (96.328) 2024-10-19 04:25:28,878 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.060 (epoch: 917)] 2024-10-19 04:25:28,879 - ==> Total time: 3 days, 13:12:09 Eta: 7:24:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:25:39,476 - Train: 92.00% [1150950/1251000] [920.0/1000.0] [batch_t 0.237 (0.312)] [data_t 0.009] [optim_t 0.228] [lr 0.000077] [CE 3.849 (3.638)] [KD 1.769 (1.613)] 2024-10-19 04:25:51,901 - Train: 92.01% [1151000/1251000] [920.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000077] [CE 3.963 (3.750)] [KD 1.742 (1.655)] 2024-10-19 04:26:03,836 - Train: 92.01% [1151050/1251000] [920.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000077] [CE 3.742 (3.701)] [KD 1.649 (1.637)] 2024-10-19 04:26:15,919 - Train: 92.01% [1151100/1251000] [920.1/1000.0] [batch_t 0.275 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.000076] [CE 3.692 (3.755)] [KD 1.679 (1.652)] 2024-10-19 04:26:28,611 - Train: 92.02% [1151150/1251000] [920.2/1000.0] [batch_t 0.341 (0.254)] [data_t 0.009] [optim_t 0.333] [lr 0.000076] [CE 3.435 (3.687)] [KD 1.480 (1.613)] 2024-10-19 04:26:41,052 - Train: 92.02% [1151200/1251000] [920.2/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000076] [CE 3.945 (3.682)] [KD 1.738 (1.620)] 2024-10-19 04:26:53,507 - Train: 92.03% [1151250/1251000] [920.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000076] [CE 4.092 (3.737)] [KD 1.862 (1.636)] 2024-10-19 04:27:06,331 - Train: 92.03% [1151300/1251000] [920.3/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000076] [CE 3.062 (3.724)] [KD 1.322 (1.642)] 2024-10-19 04:27:18,477 - Train: 92.03% [1151350/1251000] [920.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000076] [CE 3.455 (3.730)] [KD 1.492 (1.640)] 2024-10-19 04:27:30,965 - Train: 92.04% [1151400/1251000] [920.4/1000.0] [batch_t 0.292 (0.250)] [data_t 0.009] [optim_t 0.283] [lr 0.000076] [CE 3.434 (3.760)] [KD 1.586 (1.664)] 2024-10-19 04:27:43,505 - Train: 92.04% [1151450/1251000] [920.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000076] [CE 3.954 (3.767)] [KD 1.790 (1.653)] 2024-10-19 04:27:55,816 - Train: 92.05% [1151500/1251000] [920.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000076] [CE 3.321 (3.840)] [KD 1.441 (1.691)] 2024-10-19 04:28:07,998 - Train: 92.05% [1151550/1251000] [920.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000076] [CE 3.542 (3.776)] [KD 1.609 (1.668)] 2024-10-19 04:28:20,398 - Train: 92.05% [1151600/1251000] [920.5/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000076] [CE 3.838 (3.831)] [KD 1.729 (1.690)] 2024-10-19 04:28:32,716 - Train: 92.06% [1151650/1251000] [920.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000076] [CE 4.128 (3.792)] [KD 1.809 (1.687)] 2024-10-19 04:28:44,668 - Train: 92.06% [1151700/1251000] [920.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000076] [CE 3.755 (3.825)] [KD 1.663 (1.691)] 2024-10-19 04:28:56,698 - Train: 92.07% [1151750/1251000] [920.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000076] [CE 3.772 (3.809)] [KD 1.697 (1.677)] 2024-10-19 04:29:08,828 - Train: 92.07% [1151800/1251000] [920.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000076] [CE 4.003 (3.768)] [KD 1.937 (1.653)] 2024-10-19 04:29:20,634 - Train: 92.07% [1151850/1251000] [920.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000076] [CE 4.022 (3.761)] [KD 1.628 (1.663)] 2024-10-19 04:29:32,733 - Train: 92.08% [1151900/1251000] [920.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000076] [CE 3.804 (3.845)] [KD 1.645 (1.699)] 2024-10-19 04:29:44,948 - Train: 92.08% [1151950/1251000] [920.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000076] [CE 4.085 (3.798)] [KD 1.868 (1.681)] 2024-10-19 04:29:56,803 - Train: 92.09% [1152000/1251000] [920.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000076] [CE 3.939 (3.751)] [KD 1.910 (1.674)] 2024-10-19 04:30:08,994 - Train: 92.09% [1152050/1251000] [920.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000076] [CE 3.914 (3.740)] [KD 1.839 (1.662)] 2024-10-19 04:30:21,402 - Train: 92.09% [1152100/1251000] [920.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000076] [CE 4.124 (3.785)] [KD 1.715 (1.654)] 2024-10-19 04:30:33,323 - Train: 92.10% [1152150/1251000] [921.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000076] [CE 4.080 (3.690)] [KD 1.680 (1.618)] 2024-10-19 04:30:50,481 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41315] [top5_cnt 48100] [top_all 50000] 2024-10-19 04:30:50,482 - net: 82.630 (96.200) 2024-10-19 04:31:02,908 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41543] [top5_cnt 48157] [top_all 50000] 2024-10-19 04:31:02,909 - net_E: 83.086 (96.314) 2024-10-19 04:31:03,072 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:31:03,073 - ==> Total time: 3 days, 13:17:43 Eta: 7:18:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:31:17,525 - Train: 92.10% [1152200/1251000] [921.0/1000.0] [batch_t 0.232 (0.278)] [data_t 0.009] [optim_t 0.223] [lr 0.000075] [CE 4.003 (3.775)] [KD 1.735 (1.656)] 2024-10-19 04:31:29,796 - Train: 92.11% [1152250/1251000] [921.1/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000075] [CE 3.831 (3.759)] [KD 1.713 (1.644)] 2024-10-19 04:31:41,524 - Train: 92.11% [1152300/1251000] [921.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000075] [CE 3.927 (3.727)] [KD 1.743 (1.633)] 2024-10-19 04:31:53,802 - Train: 92.11% [1152350/1251000] [921.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000075] [CE 3.724 (3.741)] [KD 1.766 (1.657)] 2024-10-19 04:32:05,817 - Train: 92.12% [1152400/1251000] [921.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000075] [CE 3.997 (3.720)] [KD 1.751 (1.616)] 2024-10-19 04:32:17,866 - Train: 92.12% [1152450/1251000] [921.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000075] [CE 3.842 (3.774)] [KD 1.532 (1.660)] 2024-10-19 04:32:29,746 - Train: 92.13% [1152500/1251000] [921.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000075] [CE 3.722 (3.798)] [KD 1.540 (1.675)] 2024-10-19 04:32:41,616 - Train: 92.13% [1152550/1251000] [921.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000075] [CE 3.736 (3.770)] [KD 1.560 (1.657)] 2024-10-19 04:32:53,664 - Train: 92.13% [1152600/1251000] [921.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000075] [CE 3.881 (3.814)] [KD 1.747 (1.700)] 2024-10-19 04:33:06,023 - Train: 92.14% [1152650/1251000] [921.4/1000.0] [batch_t 0.366 (0.247)] [data_t 0.009] [optim_t 0.357] [lr 0.000075] [CE 3.501 (3.780)] [KD 1.544 (1.679)] 2024-10-19 04:33:18,016 - Train: 92.14% [1152700/1251000] [921.4/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000075] [CE 3.489 (3.778)] [KD 1.609 (1.665)] 2024-10-19 04:33:29,927 - Train: 92.15% [1152750/1251000] [921.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000075] [CE 3.397 (3.745)] [KD 1.449 (1.665)] 2024-10-19 04:33:41,754 - Train: 92.15% [1152800/1251000] [921.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000075] [CE 3.436 (3.711)] [KD 1.465 (1.638)] 2024-10-19 04:33:53,719 - Train: 92.15% [1152850/1251000] [921.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000075] [CE 3.996 (3.767)] [KD 1.639 (1.655)] 2024-10-19 04:34:05,739 - Train: 92.16% [1152900/1251000] [921.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000075] [CE 4.164 (3.783)] [KD 1.728 (1.659)] 2024-10-19 04:34:17,736 - Train: 92.16% [1152950/1251000] [921.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000075] [CE 3.859 (3.811)] [KD 1.651 (1.690)] 2024-10-19 04:34:30,027 - Train: 92.17% [1153000/1251000] [921.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000075] [CE 3.875 (3.770)] [KD 1.746 (1.670)] 2024-10-19 04:34:42,013 - Train: 92.17% [1153050/1251000] [921.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000075] [CE 3.922 (3.719)] [KD 1.685 (1.629)] 2024-10-19 04:34:53,922 - Train: 92.17% [1153100/1251000] [921.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000075] [CE 3.544 (3.780)] [KD 1.516 (1.657)] 2024-10-19 04:35:05,808 - Train: 92.18% [1153150/1251000] [921.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000075] [CE 4.480 (3.772)] [KD 1.947 (1.668)] 2024-10-19 04:35:17,647 - Train: 92.18% [1153200/1251000] [921.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000075] [CE 3.646 (3.791)] [KD 1.682 (1.669)] 2024-10-19 04:35:29,934 - Train: 92.19% [1153250/1251000] [921.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000075] [CE 3.333 (3.748)] [KD 1.413 (1.655)] 2024-10-19 04:35:42,107 - Train: 92.19% [1153300/1251000] [921.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.900 (3.805)] [KD 1.854 (1.673)] 2024-10-19 04:35:54,191 - Train: 92.19% [1153350/1251000] [921.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000074] [CE 3.613 (3.743)] [KD 1.645 (1.655)] 2024-10-19 04:36:06,115 - Train: 92.20% [1153400/1251000] [922.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000074] [CE 4.142 (3.794)] [KD 1.800 (1.670)] 2024-10-19 04:36:23,730 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.245)] [top1_cnt 41290] [top5_cnt 48093] [top_all 50000] 2024-10-19 04:36:23,730 - net: 82.580 (96.186) 2024-10-19 04:36:35,928 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41511] [top5_cnt 48172] [top_all 50000] 2024-10-19 04:36:35,928 - net_E: 83.022 (96.344) 2024-10-19 04:36:36,065 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:36:36,065 - ==> Total time: 3 days, 13:23:16 Eta: 7:13:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:36:46,775 - Train: 92.20% [1153450/1251000] [922.0/1000.0] [batch_t 0.240 (0.322)] [data_t 0.009] [optim_t 0.231] [lr 0.000074] [CE 4.178 (3.849)] [KD 1.796 (1.670)] 2024-10-19 04:36:58,897 - Train: 92.21% [1153500/1251000] [922.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.628 (3.785)] [KD 1.510 (1.684)] 2024-10-19 04:37:10,961 - Train: 92.21% [1153550/1251000] [922.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.501 (3.798)] [KD 1.408 (1.676)] 2024-10-19 04:37:22,782 - Train: 92.21% [1153600/1251000] [922.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 4.177 (3.768)] [KD 1.806 (1.654)] 2024-10-19 04:37:34,893 - Train: 92.22% [1153650/1251000] [922.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000074] [CE 3.882 (3.727)] [KD 1.681 (1.654)] 2024-10-19 04:37:46,887 - Train: 92.22% [1153700/1251000] [922.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000074] [CE 3.919 (3.739)] [KD 1.847 (1.649)] 2024-10-19 04:37:58,778 - Train: 92.23% [1153750/1251000] [922.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000074] [CE 4.349 (3.804)] [KD 1.898 (1.672)] 2024-10-19 04:38:10,510 - Train: 92.23% [1153800/1251000] [922.3/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000074] [CE 3.885 (3.805)] [KD 1.724 (1.664)] 2024-10-19 04:38:22,351 - Train: 92.23% [1153850/1251000] [922.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.347 (3.763)] [KD 1.456 (1.648)] 2024-10-19 04:38:34,659 - Train: 92.24% [1153900/1251000] [922.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000074] [CE 4.088 (3.774)] [KD 1.826 (1.666)] 2024-10-19 04:38:46,726 - Train: 92.24% [1153950/1251000] [922.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.700 (3.785)] [KD 1.622 (1.678)] 2024-10-19 04:38:58,465 - Train: 92.25% [1154000/1251000] [922.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000074] [CE 3.333 (3.714)] [KD 1.489 (1.622)] 2024-10-19 04:39:10,284 - Train: 92.25% [1154050/1251000] [922.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000074] [CE 4.097 (3.772)] [KD 1.816 (1.660)] 2024-10-19 04:39:22,387 - Train: 92.25% [1154100/1251000] [922.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 3.524 (3.805)] [KD 1.579 (1.669)] 2024-10-19 04:39:34,301 - Train: 92.26% [1154150/1251000] [922.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000074] [CE 4.199 (3.809)] [KD 1.839 (1.687)] 2024-10-19 04:39:46,181 - Train: 92.26% [1154200/1251000] [922.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000074] [CE 3.200 (3.680)] [KD 1.412 (1.619)] 2024-10-19 04:39:58,088 - Train: 92.27% [1154250/1251000] [922.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000074] [CE 3.427 (3.766)] [KD 1.501 (1.653)] 2024-10-19 04:40:10,117 - Train: 92.27% [1154300/1251000] [922.7/1000.0] [batch_t 0.365 (0.240)] [data_t 0.009] [optim_t 0.356] [lr 0.000074] [CE 3.488 (3.824)] [KD 1.408 (1.682)] 2024-10-19 04:40:22,143 - Train: 92.27% [1154350/1251000] [922.7/1000.0] [batch_t 0.384 (0.240)] [data_t 0.009] [optim_t 0.375] [lr 0.000074] [CE 3.910 (3.781)] [KD 1.753 (1.663)] 2024-10-19 04:40:34,059 - Train: 92.28% [1154400/1251000] [922.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000073] [CE 3.839 (3.872)] [KD 1.791 (1.717)] 2024-10-19 04:40:45,889 - Train: 92.28% [1154450/1251000] [922.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000073] [CE 3.776 (3.750)] [KD 1.682 (1.639)] 2024-10-19 04:40:58,262 - Train: 92.29% [1154500/1251000] [922.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000073] [CE 4.087 (3.793)] [KD 1.755 (1.661)] 2024-10-19 04:41:10,237 - Train: 92.29% [1154550/1251000] [922.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 3.479 (3.801)] [KD 1.454 (1.682)] 2024-10-19 04:41:22,110 - Train: 92.29% [1154600/1251000] [922.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 3.945 (3.786)] [KD 1.841 (1.666)] 2024-10-19 04:41:33,906 - Train: 92.30% [1154650/1251000] [923.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000073] [CE 3.347 (3.752)] [KD 1.465 (1.647)] 2024-10-19 04:41:51,303 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41308] [top5_cnt 48079] [top_all 50000] 2024-10-19 04:41:51,303 - net: 82.616 (96.158) 2024-10-19 04:42:03,219 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41501] [top5_cnt 48156] [top_all 50000] 2024-10-19 04:42:03,219 - net_E: 83.002 (96.312) 2024-10-19 04:42:03,354 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:42:03,354 - ==> Total time: 3 days, 13:28:43 Eta: 7:07:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:42:14,920 - Train: 92.30% [1154700/1251000] [923.0/1000.0] [batch_t 0.234 (0.296)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 4.259 (3.715)] [KD 1.860 (1.610)] 2024-10-19 04:42:27,080 - Train: 92.31% [1154750/1251000] [923.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 3.804 (3.783)] [KD 1.732 (1.659)] 2024-10-19 04:42:39,104 - Train: 92.31% [1154800/1251000] [923.1/1000.0] [batch_t 0.435 (0.240)] [data_t 0.009] [optim_t 0.426] [lr 0.000073] [CE 3.986 (3.682)] [KD 1.608 (1.595)] 2024-10-19 04:42:50,999 - Train: 92.31% [1154850/1251000] [923.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000073] [CE 3.456 (3.743)] [KD 1.412 (1.637)] 2024-10-19 04:43:02,976 - Train: 92.32% [1154900/1251000] [923.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 3.591 (3.805)] [KD 1.538 (1.674)] 2024-10-19 04:43:14,825 - Train: 92.32% [1154950/1251000] [923.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 3.696 (3.795)] [KD 1.644 (1.667)] 2024-10-19 04:43:26,553 - Train: 92.33% [1155000/1251000] [923.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000073] [CE 4.095 (3.803)] [KD 1.826 (1.666)] 2024-10-19 04:43:38,787 - Train: 92.33% [1155050/1251000] [923.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 3.847 (3.747)] [KD 1.750 (1.648)] 2024-10-19 04:43:50,560 - Train: 92.33% [1155100/1251000] [923.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000073] [CE 3.855 (3.825)] [KD 1.657 (1.671)] 2024-10-19 04:44:02,408 - Train: 92.34% [1155150/1251000] [923.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 4.006 (3.804)] [KD 1.737 (1.670)] 2024-10-19 04:44:14,359 - Train: 92.34% [1155200/1251000] [923.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 3.901 (3.771)] [KD 1.766 (1.657)] 2024-10-19 04:44:26,243 - Train: 92.35% [1155250/1251000] [923.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000073] [CE 4.056 (3.734)] [KD 1.814 (1.641)] 2024-10-19 04:44:37,962 - Train: 92.35% [1155300/1251000] [923.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000073] [CE 3.579 (3.714)] [KD 1.577 (1.638)] 2024-10-19 04:44:49,817 - Train: 92.35% [1155350/1251000] [923.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000073] [CE 3.948 (3.764)] [KD 1.722 (1.648)] 2024-10-19 04:45:01,794 - Train: 92.36% [1155400/1251000] [923.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 3.890 (3.733)] [KD 1.740 (1.653)] 2024-10-19 04:45:13,612 - Train: 92.36% [1155450/1251000] [923.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000073] [CE 3.519 (3.745)] [KD 1.560 (1.633)] 2024-10-19 04:45:25,511 - Train: 92.37% [1155500/1251000] [923.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000073] [CE 3.760 (3.764)] [KD 1.718 (1.641)] 2024-10-19 04:45:37,418 - Train: 92.37% [1155550/1251000] [923.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000072] [CE 3.916 (3.737)] [KD 1.659 (1.626)] 2024-10-19 04:45:49,070 - Train: 92.37% [1155600/1251000] [923.7/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000072] [CE 3.856 (3.736)] [KD 1.565 (1.647)] 2024-10-19 04:46:00,952 - Train: 92.38% [1155650/1251000] [923.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000072] [CE 4.037 (3.756)] [KD 1.710 (1.661)] 2024-10-19 04:46:12,996 - Train: 92.38% [1155700/1251000] [923.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000072] [CE 3.421 (3.779)] [KD 1.397 (1.656)] 2024-10-19 04:46:24,917 - Train: 92.39% [1155750/1251000] [923.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000072] [CE 3.706 (3.731)] [KD 1.634 (1.631)] 2024-10-19 04:46:37,015 - Train: 92.39% [1155800/1251000] [923.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000072] [CE 3.590 (3.770)] [KD 1.654 (1.662)] 2024-10-19 04:46:48,984 - Train: 92.39% [1155850/1251000] [923.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000072] [CE 3.937 (3.754)] [KD 1.833 (1.656)] 2024-10-19 04:47:01,026 - Train: 92.40% [1155900/1251000] [924.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000072] [CE 4.372 (3.797)] [KD 2.040 (1.661)] 2024-10-19 04:47:18,824 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41330] [top5_cnt 48089] [top_all 50000] 2024-10-19 04:47:18,824 - net: 82.660 (96.178) 2024-10-19 04:47:31,081 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41500] [top5_cnt 48158] [top_all 50000] 2024-10-19 04:47:31,081 - net_E: 83.000 (96.316) 2024-10-19 04:47:31,236 - Max [top1: 82.662 (epoch: 911)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:47:31,236 - ==> Total time: 3 days, 13:34:11 Eta: 7:02:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:47:41,172 - Train: 92.40% [1155950/1251000] [924.0/1000.0] [batch_t 0.235 (0.335)] [data_t 0.009] [optim_t 0.226] [lr 0.000072] [CE 3.017 (3.758)] [KD 1.315 (1.648)] 2024-10-19 04:47:53,377 - Train: 92.41% [1156000/1251000] [924.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000072] [CE 3.724 (3.800)] [KD 1.563 (1.669)] 2024-10-19 04:48:05,781 - Train: 92.41% [1156050/1251000] [924.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000072] [CE 3.592 (3.758)] [KD 1.707 (1.647)] 2024-10-19 04:48:17,442 - Train: 92.41% [1156100/1251000] [924.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000072] [CE 3.838 (3.799)] [KD 1.777 (1.678)] 2024-10-19 04:48:29,227 - Train: 92.42% [1156150/1251000] [924.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000072] [CE 3.777 (3.756)] [KD 1.668 (1.648)] 2024-10-19 04:48:41,149 - Train: 92.42% [1156200/1251000] [924.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000072] [CE 4.085 (3.754)] [KD 1.936 (1.634)] 2024-10-19 04:48:53,208 - Train: 92.43% [1156250/1251000] [924.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000072] [CE 3.149 (3.751)] [KD 1.353 (1.642)] 2024-10-19 04:49:04,964 - Train: 92.43% [1156300/1251000] [924.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000072] [CE 3.970 (3.778)] [KD 1.697 (1.662)] 2024-10-19 04:49:16,903 - Train: 92.43% [1156350/1251000] [924.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000072] [CE 3.781 (3.663)] [KD 1.685 (1.599)] 2024-10-19 04:49:28,878 - Train: 92.44% [1156400/1251000] [924.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000072] [CE 3.620 (3.727)] [KD 1.543 (1.619)] 2024-10-19 04:49:40,675 - Train: 92.44% [1156450/1251000] [924.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000072] [CE 4.216 (3.694)] [KD 1.952 (1.619)] 2024-10-19 04:49:52,645 - Train: 92.45% [1156500/1251000] [924.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000072] [CE 3.710 (3.782)] [KD 1.739 (1.666)] 2024-10-19 04:50:04,870 - Train: 92.45% [1156550/1251000] [924.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000072] [CE 4.048 (3.815)] [KD 1.781 (1.677)] 2024-10-19 04:50:16,904 - Train: 92.45% [1156600/1251000] [924.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000072] [CE 4.239 (3.723)] [KD 1.729 (1.623)] 2024-10-19 04:50:29,056 - Train: 92.46% [1156650/1251000] [924.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000071] [CE 3.652 (3.819)] [KD 1.582 (1.674)] 2024-10-19 04:50:41,116 - Train: 92.46% [1156700/1251000] [924.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 3.927 (3.848)] [KD 1.573 (1.689)] 2024-10-19 04:50:53,024 - Train: 92.47% [1156750/1251000] [924.7/1000.0] [batch_t 0.245 (0.238)] [data_t 0.021] [optim_t 0.224] [lr 0.000071] [CE 3.750 (3.799)] [KD 1.557 (1.665)] 2024-10-19 04:51:05,125 - Train: 92.47% [1156800/1251000] [924.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000071] [CE 4.265 (3.787)] [KD 1.855 (1.657)] 2024-10-19 04:51:17,234 - Train: 92.47% [1156850/1251000] [924.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 3.605 (3.810)] [KD 1.595 (1.678)] 2024-10-19 04:51:29,071 - Train: 92.48% [1156900/1251000] [924.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000071] [CE 3.190 (3.764)] [KD 1.392 (1.669)] 2024-10-19 04:51:41,197 - Train: 92.48% [1156950/1251000] [924.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000071] [CE 3.552 (3.771)] [KD 1.538 (1.628)] 2024-10-19 04:51:53,252 - Train: 92.49% [1157000/1251000] [924.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000071] [CE 4.031 (3.809)] [KD 1.767 (1.666)] 2024-10-19 04:52:05,317 - Train: 92.49% [1157050/1251000] [924.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000071] [CE 3.424 (3.852)] [KD 1.511 (1.697)] 2024-10-19 04:52:17,184 - Train: 92.49% [1157100/1251000] [924.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000071] [CE 3.743 (3.719)] [KD 1.615 (1.631)] 2024-10-19 04:52:29,236 - Train: 92.50% [1157150/1251000] [925.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000071] [CE 3.876 (3.785)] [KD 1.599 (1.666)] 2024-10-19 04:52:47,008 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41373] [top5_cnt 48117] [top_all 50000] 2024-10-19 04:52:47,009 - net: 82.746 (96.234) 2024-10-19 04:52:59,351 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41498] [top5_cnt 48154] [top_all 50000] 2024-10-19 04:52:59,351 - net_E: 82.996 (96.308) 2024-10-19 04:52:59,484 - Max [top1: 82.746 (epoch: 925)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:52:59,484 - ==> Total time: 3 days, 13:39:40 Eta: 6:56:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:53:13,329 - Train: 92.50% [1157200/1251000] [925.0/1000.0] [batch_t 0.239 (0.294)] [data_t 0.009] [optim_t 0.230] [lr 0.000071] [CE 4.049 (3.794)] [KD 1.733 (1.664)] 2024-10-19 04:53:25,142 - Train: 92.51% [1157250/1251000] [925.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000071] [CE 4.233 (3.781)] [KD 1.927 (1.667)] 2024-10-19 04:53:37,518 - Train: 92.51% [1157300/1251000] [925.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 3.586 (3.767)] [KD 1.570 (1.646)] 2024-10-19 04:53:49,415 - Train: 92.51% [1157350/1251000] [925.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000071] [CE 3.612 (3.760)] [KD 1.668 (1.651)] 2024-10-19 04:54:01,158 - Train: 92.52% [1157400/1251000] [925.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000071] [CE 3.882 (3.717)] [KD 1.690 (1.618)] 2024-10-19 04:54:13,045 - Train: 92.52% [1157450/1251000] [925.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 3.687 (3.767)] [KD 1.512 (1.638)] 2024-10-19 04:54:25,049 - Train: 92.53% [1157500/1251000] [925.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000071] [CE 3.442 (3.648)] [KD 1.426 (1.609)] 2024-10-19 04:54:36,987 - Train: 92.53% [1157550/1251000] [925.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 3.675 (3.782)] [KD 1.531 (1.654)] 2024-10-19 04:54:48,864 - Train: 92.53% [1157600/1251000] [925.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000071] [CE 3.550 (3.777)] [KD 1.584 (1.645)] 2024-10-19 04:55:00,760 - Train: 92.54% [1157650/1251000] [925.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000071] [CE 4.224 (3.771)] [KD 1.699 (1.659)] 2024-10-19 04:55:13,101 - Train: 92.54% [1157700/1251000] [925.4/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000071] [CE 4.269 (3.783)] [KD 1.836 (1.674)] 2024-10-19 04:55:24,809 - Train: 92.55% [1157750/1251000] [925.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000071] [CE 3.520 (3.774)] [KD 1.565 (1.633)] 2024-10-19 04:55:36,537 - Train: 92.55% [1157800/1251000] [925.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000070] [CE 3.846 (3.698)] [KD 1.774 (1.613)] 2024-10-19 04:55:48,516 - Train: 92.55% [1157850/1251000] [925.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000070] [CE 3.955 (3.764)] [KD 1.801 (1.652)] 2024-10-19 04:56:00,306 - Train: 92.56% [1157900/1251000] [925.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000070] [CE 3.985 (3.724)] [KD 1.766 (1.630)] 2024-10-19 04:56:12,343 - Train: 92.56% [1157950/1251000] [925.6/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000070] [CE 3.934 (3.762)] [KD 1.684 (1.634)] 2024-10-19 04:56:24,652 - Train: 92.57% [1158000/1251000] [925.7/1000.0] [batch_t 0.364 (0.246)] [data_t 0.009] [optim_t 0.355] [lr 0.000070] [CE 3.719 (3.716)] [KD 1.647 (1.619)] 2024-10-19 04:56:36,501 - Train: 92.57% [1158050/1251000] [925.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000070] [CE 3.685 (3.744)] [KD 1.554 (1.651)] 2024-10-19 04:56:48,718 - Train: 92.57% [1158100/1251000] [925.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000070] [CE 4.025 (3.662)] [KD 1.823 (1.606)] 2024-10-19 04:57:00,994 - Train: 92.58% [1158150/1251000] [925.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000070] [CE 3.459 (3.779)] [KD 1.488 (1.654)] 2024-10-19 04:57:12,878 - Train: 92.58% [1158200/1251000] [925.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000070] [CE 3.506 (3.795)] [KD 1.625 (1.679)] 2024-10-19 04:57:25,058 - Train: 92.59% [1158250/1251000] [925.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000070] [CE 3.495 (3.721)] [KD 1.580 (1.627)] 2024-10-19 04:57:37,221 - Train: 92.59% [1158300/1251000] [925.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000070] [CE 3.825 (3.760)] [KD 1.625 (1.631)] 2024-10-19 04:57:49,191 - Train: 92.59% [1158350/1251000] [925.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000070] [CE 3.749 (3.769)] [KD 1.618 (1.647)] 2024-10-19 04:58:00,853 - Train: 92.60% [1158400/1251000] [926.0/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.000070] [CE 3.459 (3.721)] [KD 1.395 (1.614)] 2024-10-19 04:58:18,571 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.229)] [top1_cnt 41288] [top5_cnt 48108] [top_all 50000] 2024-10-19 04:58:18,572 - net: 82.576 (96.216) 2024-10-19 04:58:30,479 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41508] [top5_cnt 48166] [top_all 50000] 2024-10-19 04:58:30,479 - net_E: 83.016 (96.332) 2024-10-19 04:58:30,600 - Max [top1: 82.746 (epoch: 925)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 04:58:30,601 - ==> Total time: 3 days, 13:45:11 Eta: 6:51:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 04:58:39,778 - Train: 92.60% [1158450/1251000] [926.0/1000.0] [batch_t 0.232 (0.332)] [data_t 0.009] [optim_t 0.223] [lr 0.000070] [CE 4.252 (3.744)] [KD 1.986 (1.645)] 2024-10-19 04:58:52,044 - Train: 92.61% [1158500/1251000] [926.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000070] [CE 3.541 (3.764)] [KD 1.408 (1.629)] 2024-10-19 04:59:04,243 - Train: 92.61% [1158550/1251000] [926.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000070] [CE 3.559 (3.740)] [KD 1.569 (1.628)] 2024-10-19 04:59:16,248 - Train: 92.61% [1158600/1251000] [926.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000070] [CE 3.471 (3.722)] [KD 1.652 (1.636)] 2024-10-19 04:59:28,196 - Train: 92.62% [1158650/1251000] [926.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000070] [CE 4.171 (3.809)] [KD 1.778 (1.666)] 2024-10-19 04:59:40,256 - Train: 92.62% [1158700/1251000] [926.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000070] [CE 3.542 (3.775)] [KD 1.452 (1.648)] 2024-10-19 04:59:52,209 - Train: 92.63% [1158750/1251000] [926.3/1000.0] [batch_t 0.364 (0.239)] [data_t 0.009] [optim_t 0.355] [lr 0.000070] [CE 4.034 (3.765)] [KD 1.854 (1.660)] 2024-10-19 05:00:04,037 - Train: 92.63% [1158800/1251000] [926.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000070] [CE 3.543 (3.771)] [KD 1.505 (1.643)] 2024-10-19 05:00:15,957 - Train: 92.63% [1158850/1251000] [926.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000070] [CE 3.801 (3.796)] [KD 1.758 (1.665)] 2024-10-19 05:00:27,936 - Train: 92.64% [1158900/1251000] [926.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000070] [CE 3.912 (3.679)] [KD 1.699 (1.607)] 2024-10-19 05:00:39,940 - Train: 92.64% [1158950/1251000] [926.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000070] [CE 3.649 (3.792)] [KD 1.613 (1.666)] 2024-10-19 05:00:51,850 - Train: 92.65% [1159000/1251000] [926.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000069] [CE 3.902 (3.725)] [KD 1.642 (1.625)] 2024-10-19 05:01:03,649 - Train: 92.65% [1159050/1251000] [926.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000069] [CE 3.579 (3.725)] [KD 1.458 (1.641)] 2024-10-19 05:01:15,563 - Train: 92.65% [1159100/1251000] [926.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000069] [CE 3.670 (3.671)] [KD 1.577 (1.589)] 2024-10-19 05:01:27,445 - Train: 92.66% [1159150/1251000] [926.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000069] [CE 3.598 (3.718)] [KD 1.585 (1.622)] 2024-10-19 05:01:39,357 - Train: 92.66% [1159200/1251000] [926.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000069] [CE 3.698 (3.787)] [KD 1.592 (1.641)] 2024-10-19 05:01:51,410 - Train: 92.67% [1159250/1251000] [926.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000069] [CE 3.618 (3.782)] [KD 1.548 (1.666)] 2024-10-19 05:02:03,512 - Train: 92.67% [1159300/1251000] [926.7/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000069] [CE 3.446 (3.790)] [KD 1.553 (1.675)] 2024-10-19 05:02:15,481 - Train: 92.67% [1159350/1251000] [926.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000069] [CE 4.220 (3.751)] [KD 1.995 (1.632)] 2024-10-19 05:02:27,392 - Train: 92.68% [1159400/1251000] [926.8/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.000069] [CE 3.758 (3.761)] [KD 1.616 (1.634)] 2024-10-19 05:02:39,570 - Train: 92.68% [1159450/1251000] [926.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000069] [CE 4.055 (3.803)] [KD 1.764 (1.673)] 2024-10-19 05:02:51,953 - Train: 92.69% [1159500/1251000] [926.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000069] [CE 3.490 (3.833)] [KD 1.587 (1.675)] 2024-10-19 05:03:03,859 - Train: 92.69% [1159550/1251000] [926.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000069] [CE 3.539 (3.722)] [KD 1.426 (1.636)] 2024-10-19 05:03:15,765 - Train: 92.69% [1159600/1251000] [926.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000069] [CE 3.705 (3.713)] [KD 1.726 (1.624)] 2024-10-19 05:03:27,618 - Train: 92.70% [1159650/1251000] [927.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000069] [CE 4.030 (3.738)] [KD 1.828 (1.626)] 2024-10-19 05:03:46,973 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 41335] [top5_cnt 48105] [top_all 50000] 2024-10-19 05:03:46,973 - net: 82.670 (96.210) 2024-10-19 05:03:58,987 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41522] [top5_cnt 48177] [top_all 50000] 2024-10-19 05:03:58,987 - net_E: 83.044 (96.354) 2024-10-19 05:03:59,109 - Max [top1: 82.746 (epoch: 925)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 05:03:59,109 - ==> Total time: 3 days, 13:50:39 Eta: 6:45:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:04:08,303 - Train: 92.70% [1159700/1251000] [927.0/1000.0] [batch_t 0.232 (0.344)] [data_t 0.009] [optim_t 0.223] [lr 0.000069] [CE 3.819 (3.781)] [KD 1.780 (1.658)] 2024-10-19 05:04:20,225 - Train: 92.71% [1159750/1251000] [927.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000069] [CE 3.953 (3.718)] [KD 1.667 (1.621)] 2024-10-19 05:04:32,300 - Train: 92.71% [1159800/1251000] [927.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000069] [CE 3.424 (3.730)] [KD 1.419 (1.625)] 2024-10-19 05:04:44,496 - Train: 92.71% [1159850/1251000] [927.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000069] [CE 4.300 (3.756)] [KD 1.823 (1.635)] 2024-10-19 05:04:56,858 - Train: 92.72% [1159900/1251000] [927.2/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000069] [CE 3.256 (3.775)] [KD 1.381 (1.658)] 2024-10-19 05:05:08,665 - Train: 92.72% [1159950/1251000] [927.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000069] [CE 3.822 (3.766)] [KD 1.749 (1.630)] 2024-10-19 05:05:20,504 - Train: 92.73% [1160000/1251000] [927.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000069] [CE 3.783 (3.708)] [KD 1.598 (1.614)] 2024-10-19 05:05:32,459 - Train: 92.73% [1160050/1251000] [927.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000069] [CE 3.959 (3.713)] [KD 1.779 (1.621)] 2024-10-19 05:05:44,761 - Train: 92.73% [1160100/1251000] [927.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000069] [CE 3.601 (3.723)] [KD 1.574 (1.621)] 2024-10-19 05:05:56,660 - Train: 92.74% [1160150/1251000] [927.4/1000.0] [batch_t 0.365 (0.238)] [data_t 0.009] [optim_t 0.356] [lr 0.000068] [CE 4.162 (3.771)] [KD 1.830 (1.650)] 2024-10-19 05:06:08,637 - Train: 92.74% [1160200/1251000] [927.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000068] [CE 3.890 (3.699)] [KD 1.716 (1.620)] 2024-10-19 05:06:20,864 - Train: 92.75% [1160250/1251000] [927.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000068] [CE 3.783 (3.792)] [KD 1.671 (1.656)] 2024-10-19 05:06:32,836 - Train: 92.75% [1160300/1251000] [927.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000068] [CE 3.926 (3.717)] [KD 1.745 (1.628)] 2024-10-19 05:06:45,103 - Train: 92.75% [1160350/1251000] [927.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000068] [CE 4.254 (3.802)] [KD 1.880 (1.655)] 2024-10-19 05:06:57,130 - Train: 92.76% [1160400/1251000] [927.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000068] [CE 3.501 (3.750)] [KD 1.505 (1.643)] 2024-10-19 05:07:09,133 - Train: 92.76% [1160450/1251000] [927.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000068] [CE 3.547 (3.717)] [KD 1.490 (1.637)] 2024-10-19 05:07:21,272 - Train: 92.77% [1160500/1251000] [927.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000068] [CE 3.876 (3.774)] [KD 1.685 (1.660)] 2024-10-19 05:07:33,201 - Train: 92.77% [1160550/1251000] [927.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000068] [CE 4.002 (3.775)] [KD 1.661 (1.654)] 2024-10-19 05:07:45,106 - Train: 92.77% [1160600/1251000] [927.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000068] [CE 4.434 (3.760)] [KD 1.892 (1.641)] 2024-10-19 05:07:57,340 - Train: 92.78% [1160650/1251000] [927.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000068] [CE 3.979 (3.761)] [KD 1.767 (1.649)] 2024-10-19 05:08:09,681 - Train: 92.78% [1160700/1251000] [927.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000068] [CE 3.912 (3.753)] [KD 1.763 (1.634)] 2024-10-19 05:08:21,845 - Train: 92.79% [1160750/1251000] [927.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000068] [CE 3.353 (3.757)] [KD 1.376 (1.632)] 2024-10-19 05:08:33,908 - Train: 92.79% [1160800/1251000] [927.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000068] [CE 3.991 (3.796)] [KD 1.743 (1.658)] 2024-10-19 05:08:46,186 - Train: 92.79% [1160850/1251000] [927.9/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000068] [CE 3.360 (3.801)] [KD 1.454 (1.667)] 2024-10-19 05:08:58,432 - Train: 92.80% [1160900/1251000] [928.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000068] [CE 4.081 (3.769)] [KD 1.815 (1.653)] 2024-10-19 05:09:17,264 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41349] [top5_cnt 48088] [top_all 50000] 2024-10-19 05:09:17,264 - net: 82.698 (96.176) 2024-10-19 05:09:29,488 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41531] [top5_cnt 48175] [top_all 50000] 2024-10-19 05:09:29,488 - net_E: 83.062 (96.350) 2024-10-19 05:09:29,603 - Max [top1: 82.746 (epoch: 925)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 05:09:29,603 - ==> Total time: 3 days, 13:56:10 Eta: 6:40:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:09:38,769 - Train: 92.80% [1160950/1251000] [928.0/1000.0] [batch_t 0.237 (0.361)] [data_t 0.009] [optim_t 0.228] [lr 0.000068] [CE 3.848 (3.758)] [KD 1.742 (1.639)] 2024-10-19 05:09:50,628 - Train: 92.81% [1161000/1251000] [928.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000068] [CE 4.217 (3.801)] [KD 1.889 (1.660)] 2024-10-19 05:10:03,142 - Train: 92.81% [1161050/1251000] [928.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000068] [CE 3.770 (3.743)] [KD 1.597 (1.647)] 2024-10-19 05:10:14,893 - Train: 92.81% [1161100/1251000] [928.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000068] [CE 3.998 (3.777)] [KD 1.714 (1.653)] 2024-10-19 05:10:26,854 - Train: 92.82% [1161150/1251000] [928.2/1000.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.000068] [CE 3.680 (3.742)] [KD 1.541 (1.627)] 2024-10-19 05:10:39,098 - Train: 92.82% [1161200/1251000] [928.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000068] [CE 4.069 (3.774)] [KD 1.733 (1.649)] 2024-10-19 05:10:51,267 - Train: 92.83% [1161250/1251000] [928.3/1000.0] [batch_t 0.361 (0.243)] [data_t 0.009] [optim_t 0.352] [lr 0.000068] [CE 3.618 (3.744)] [KD 1.483 (1.640)] 2024-10-19 05:11:03,312 - Train: 92.83% [1161300/1251000] [928.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000068] [CE 3.680 (3.829)] [KD 1.571 (1.649)] 2024-10-19 05:11:15,788 - Train: 92.83% [1161350/1251000] [928.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.000067] [CE 3.822 (3.791)] [KD 1.632 (1.662)] 2024-10-19 05:11:27,827 - Train: 92.84% [1161400/1251000] [928.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000067] [CE 3.718 (3.793)] [KD 1.620 (1.643)] 2024-10-19 05:11:39,790 - Train: 92.84% [1161450/1251000] [928.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 3.895 (3.767)] [KD 1.686 (1.649)] 2024-10-19 05:11:52,035 - Train: 92.85% [1161500/1251000] [928.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 3.426 (3.742)] [KD 1.432 (1.633)] 2024-10-19 05:12:04,106 - Train: 92.85% [1161550/1251000] [928.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 3.371 (3.751)] [KD 1.473 (1.637)] 2024-10-19 05:12:16,181 - Train: 92.85% [1161600/1251000] [928.5/1000.0] [batch_t 0.275 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.000067] [CE 3.911 (3.823)] [KD 1.697 (1.666)] 2024-10-19 05:12:28,517 - Train: 92.86% [1161650/1251000] [928.6/1000.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.252] [lr 0.000067] [CE 4.010 (3.848)] [KD 1.778 (1.678)] 2024-10-19 05:12:40,780 - Train: 92.86% [1161700/1251000] [928.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000067] [CE 3.698 (3.791)] [KD 1.597 (1.636)] 2024-10-19 05:12:52,887 - Train: 92.87% [1161750/1251000] [928.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000067] [CE 3.314 (3.713)] [KD 1.363 (1.616)] 2024-10-19 05:13:04,742 - Train: 92.87% [1161800/1251000] [928.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000067] [CE 3.596 (3.759)] [KD 1.670 (1.640)] 2024-10-19 05:13:16,521 - Train: 92.87% [1161850/1251000] [928.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000067] [CE 3.620 (3.727)] [KD 1.564 (1.624)] 2024-10-19 05:13:28,351 - Train: 92.88% [1161900/1251000] [928.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 3.579 (3.822)] [KD 1.598 (1.667)] 2024-10-19 05:13:40,232 - Train: 92.88% [1161950/1251000] [928.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000067] [CE 3.956 (3.725)] [KD 1.704 (1.623)] 2024-10-19 05:13:52,170 - Train: 92.89% [1162000/1251000] [928.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000067] [CE 3.741 (3.787)] [KD 1.636 (1.634)] 2024-10-19 05:14:04,117 - Train: 92.89% [1162050/1251000] [928.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000067] [CE 4.363 (3.782)] [KD 1.906 (1.660)] 2024-10-19 05:14:15,941 - Train: 92.89% [1162100/1251000] [928.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 4.006 (3.702)] [KD 1.867 (1.621)] 2024-10-19 05:14:27,775 - Train: 92.90% [1162150/1251000] [929.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000067] [CE 4.051 (3.706)] [KD 1.764 (1.618)] 2024-10-19 05:14:46,927 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.244)] [top1_cnt 41415] [top5_cnt 48081] [top_all 50000] 2024-10-19 05:14:46,928 - net: 82.830 (96.162) 2024-10-19 05:14:59,410 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 41518] [top5_cnt 48174] [top_all 50000] 2024-10-19 05:14:59,410 - net_E: 83.036 (96.348) 2024-10-19 05:14:59,571 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.086 (epoch: 921)] 2024-10-19 05:14:59,571 - ==> Total time: 3 days, 14:01:40 Eta: 6:34:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:15:12,664 - Train: 92.90% [1162200/1251000] [929.0/1000.0] [batch_t 0.233 (0.295)] [data_t 0.009] [optim_t 0.224] [lr 0.000067] [CE 3.782 (3.815)] [KD 1.569 (1.668)] 2024-10-19 05:15:24,419 - Train: 92.91% [1162250/1251000] [929.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000067] [CE 3.757 (3.732)] [KD 1.542 (1.615)] 2024-10-19 05:15:37,172 - Train: 92.91% [1162300/1251000] [929.1/1000.0] [batch_t 0.458 (0.255)] [data_t 0.009] [optim_t 0.449] [lr 0.000067] [CE 3.394 (3.814)] [KD 1.299 (1.642)] 2024-10-19 05:15:49,163 - Train: 92.91% [1162350/1251000] [929.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000067] [CE 4.277 (3.718)] [KD 1.897 (1.623)] 2024-10-19 05:16:01,227 - Train: 92.92% [1162400/1251000] [929.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000067] [CE 3.214 (3.698)] [KD 1.405 (1.603)] 2024-10-19 05:16:13,031 - Train: 92.92% [1162450/1251000] [929.2/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000067] [CE 3.474 (3.769)] [KD 1.465 (1.643)] 2024-10-19 05:16:25,107 - Train: 92.93% [1162500/1251000] [929.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000067] [CE 3.837 (3.758)] [KD 1.635 (1.645)] 2024-10-19 05:16:36,937 - Train: 92.93% [1162550/1251000] [929.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000066] [CE 4.350 (3.831)] [KD 1.977 (1.671)] 2024-10-19 05:16:48,835 - Train: 92.93% [1162600/1251000] [929.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000066] [CE 3.858 (3.788)] [KD 1.760 (1.663)] 2024-10-19 05:17:01,037 - Train: 92.94% [1162650/1251000] [929.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000066] [CE 3.448 (3.781)] [KD 1.603 (1.652)] 2024-10-19 05:17:13,312 - Train: 92.94% [1162700/1251000] [929.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 3.978 (3.776)] [KD 1.843 (1.658)] 2024-10-19 05:17:25,061 - Train: 92.95% [1162750/1251000] [929.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000066] [CE 3.741 (3.755)] [KD 1.804 (1.631)] 2024-10-19 05:17:36,779 - Train: 92.95% [1162800/1251000] [929.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 4.037 (3.752)] [KD 1.804 (1.639)] 2024-10-19 05:17:48,606 - Train: 92.95% [1162850/1251000] [929.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000066] [CE 3.533 (3.765)] [KD 1.540 (1.649)] 2024-10-19 05:18:00,775 - Train: 92.96% [1162900/1251000] [929.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 3.219 (3.741)] [KD 1.359 (1.636)] 2024-10-19 05:18:12,859 - Train: 92.96% [1162950/1251000] [929.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000066] [CE 3.630 (3.797)] [KD 1.535 (1.652)] 2024-10-19 05:18:24,913 - Train: 92.97% [1163000/1251000] [929.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 3.323 (3.777)] [KD 1.478 (1.645)] 2024-10-19 05:18:36,812 - Train: 92.97% [1163050/1251000] [929.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000066] [CE 3.988 (3.781)] [KD 1.865 (1.650)] 2024-10-19 05:18:48,866 - Train: 92.97% [1163100/1251000] [929.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 3.353 (3.792)] [KD 1.423 (1.643)] 2024-10-19 05:19:00,733 - Train: 92.98% [1163150/1251000] [929.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000066] [CE 3.454 (3.756)] [KD 1.634 (1.642)] 2024-10-19 05:19:12,679 - Train: 92.98% [1163200/1251000] [929.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000066] [CE 3.726 (3.761)] [KD 1.631 (1.652)] 2024-10-19 05:19:24,671 - Train: 92.99% [1163250/1251000] [929.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000066] [CE 4.005 (3.751)] [KD 1.743 (1.636)] 2024-10-19 05:19:37,080 - Train: 92.99% [1163300/1251000] [929.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000066] [CE 4.194 (3.795)] [KD 1.809 (1.648)] 2024-10-19 05:19:49,013 - Train: 92.99% [1163350/1251000] [929.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000066] [CE 2.908 (3.790)] [KD 1.182 (1.652)] 2024-10-19 05:20:00,811 - Train: 93.00% [1163400/1251000] [930.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000066] [CE 3.193 (3.768)] [KD 1.253 (1.644)] 2024-10-19 05:20:19,852 - Test (net): 100.00% [50/50] [batch_t 0.088 (0.235)] [top1_cnt 41349] [top5_cnt 48097] [top_all 50000] 2024-10-19 05:20:19,853 - net: 82.698 (96.194) 2024-10-19 05:20:32,099 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.237)] [top1_cnt 41545] [top5_cnt 48165] [top_all 50000] 2024-10-19 05:20:32,099 - net_E: 83.090 (96.330) 2024-10-19 05:20:32,263 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.090 (epoch: 930)] 2024-10-19 05:20:32,263 - ==> Total time: 3 days, 14:07:12 Eta: 6:28:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:20:43,254 - Train: 93.00% [1163450/1251000] [930.0/1000.0] [batch_t 0.233 (0.291)] [data_t 0.009] [optim_t 0.224] [lr 0.000066] [CE 3.803 (3.705)] [KD 1.619 (1.620)] 2024-10-19 05:20:55,652 - Train: 93.01% [1163500/1251000] [930.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 4.024 (3.785)] [KD 1.878 (1.660)] 2024-10-19 05:21:07,843 - Train: 93.01% [1163550/1251000] [930.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000066] [CE 3.725 (3.711)] [KD 1.653 (1.616)] 2024-10-19 05:21:19,660 - Train: 93.01% [1163600/1251000] [930.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000066] [CE 3.366 (3.768)] [KD 1.522 (1.658)] 2024-10-19 05:21:31,718 - Train: 93.02% [1163650/1251000] [930.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000066] [CE 3.894 (3.789)] [KD 1.662 (1.645)] 2024-10-19 05:21:44,046 - Train: 93.02% [1163700/1251000] [930.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000066] [CE 4.086 (3.784)] [KD 1.930 (1.642)] 2024-10-19 05:21:56,327 - Train: 93.03% [1163750/1251000] [930.3/1000.0] [batch_t 0.305 (0.246)] [data_t 0.009] [optim_t 0.296] [lr 0.000066] [CE 4.111 (3.769)] [KD 1.845 (1.639)] 2024-10-19 05:22:08,330 - Train: 93.03% [1163800/1251000] [930.3/1000.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.000065] [CE 4.025 (3.733)] [KD 1.767 (1.609)] 2024-10-19 05:22:20,549 - Train: 93.03% [1163850/1251000] [930.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000065] [CE 3.784 (3.777)] [KD 1.683 (1.624)] 2024-10-19 05:22:32,732 - Train: 93.04% [1163900/1251000] [930.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000065] [CE 3.699 (3.724)] [KD 1.674 (1.623)] 2024-10-19 05:22:44,826 - Train: 93.04% [1163950/1251000] [930.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000065] [CE 3.964 (3.818)] [KD 1.658 (1.678)] 2024-10-19 05:22:56,965 - Train: 93.05% [1164000/1251000] [930.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000065] [CE 3.937 (3.762)] [KD 1.590 (1.623)] 2024-10-19 05:23:09,019 - Train: 93.05% [1164050/1251000] [930.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000065] [CE 3.679 (3.772)] [KD 1.534 (1.646)] 2024-10-19 05:23:21,467 - Train: 93.05% [1164100/1251000] [930.5/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000065] [CE 3.702 (3.781)] [KD 1.653 (1.618)] 2024-10-19 05:23:33,599 - Train: 93.06% [1164150/1251000] [930.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000065] [CE 3.740 (3.781)] [KD 1.534 (1.650)] 2024-10-19 05:23:45,534 - Train: 93.06% [1164200/1251000] [930.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000065] [CE 3.174 (3.823)] [KD 1.272 (1.656)] 2024-10-19 05:23:57,620 - Train: 93.07% [1164250/1251000] [930.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000065] [CE 3.995 (3.799)] [KD 1.779 (1.660)] 2024-10-19 05:24:09,708 - Train: 93.07% [1164300/1251000] [930.7/1000.0] [batch_t 0.403 (0.242)] [data_t 0.009] [optim_t 0.394] [lr 0.000065] [CE 4.076 (3.752)] [KD 1.905 (1.631)] 2024-10-19 05:24:21,796 - Train: 93.07% [1164350/1251000] [930.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000065] [CE 3.776 (3.836)] [KD 1.473 (1.669)] 2024-10-19 05:24:34,068 - Train: 93.08% [1164400/1251000] [930.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000065] [CE 3.727 (3.852)] [KD 1.620 (1.689)] 2024-10-19 05:24:45,978 - Train: 93.08% [1164450/1251000] [930.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000065] [CE 4.524 (3.755)] [KD 2.016 (1.630)] 2024-10-19 05:24:58,301 - Train: 93.09% [1164500/1251000] [930.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000065] [CE 3.630 (3.754)] [KD 1.568 (1.660)] 2024-10-19 05:25:10,570 - Train: 93.09% [1164550/1251000] [930.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000065] [CE 4.316 (3.750)] [KD 1.989 (1.619)] 2024-10-19 05:25:22,854 - Train: 93.09% [1164600/1251000] [930.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000065] [CE 3.879 (3.773)] [KD 1.625 (1.648)] 2024-10-19 05:25:35,060 - Train: 93.10% [1164650/1251000] [931.0/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000065] [CE 4.257 (3.717)] [KD 1.783 (1.613)] 2024-10-19 05:25:54,567 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41373] [top5_cnt 48155] [top_all 50000] 2024-10-19 05:25:54,567 - net: 82.746 (96.310) 2024-10-19 05:26:06,683 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41562] [top5_cnt 48169] [top_all 50000] 2024-10-19 05:26:06,683 - net_E: 83.124 (96.338) 2024-10-19 05:26:06,840 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:26:06,840 - ==> Total time: 3 days, 14:12:47 Eta: 6:23:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:26:17,091 - Train: 93.10% [1164700/1251000] [931.0/1000.0] [batch_t 0.234 (0.300)] [data_t 0.009] [optim_t 0.225] [lr 0.000065] [CE 3.595 (3.800)] [KD 1.510 (1.657)] 2024-10-19 05:26:29,248 - Train: 93.11% [1164750/1251000] [931.1/1000.0] [batch_t 0.476 (0.243)] [data_t 0.009] [optim_t 0.467] [lr 0.000065] [CE 3.725 (3.767)] [KD 1.655 (1.634)] 2024-10-19 05:26:41,399 - Train: 93.11% [1164800/1251000] [931.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000065] [CE 3.656 (3.741)] [KD 1.591 (1.616)] 2024-10-19 05:26:53,736 - Train: 93.11% [1164850/1251000] [931.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000065] [CE 3.327 (3.718)] [KD 1.373 (1.615)] 2024-10-19 05:27:05,495 - Train: 93.12% [1164900/1251000] [931.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000065] [CE 4.344 (3.758)] [KD 1.901 (1.629)] 2024-10-19 05:27:17,567 - Train: 93.12% [1164950/1251000] [931.2/1000.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.000065] [CE 3.989 (3.842)] [KD 1.681 (1.675)] 2024-10-19 05:27:29,846 - Train: 93.13% [1165000/1251000] [931.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000064] [CE 3.989 (3.752)] [KD 1.784 (1.627)] 2024-10-19 05:27:42,240 - Train: 93.13% [1165050/1251000] [931.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000064] [CE 4.046 (3.789)] [KD 1.774 (1.639)] 2024-10-19 05:27:54,272 - Train: 93.13% [1165100/1251000] [931.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000064] [CE 4.136 (3.775)] [KD 1.809 (1.642)] 2024-10-19 05:28:06,605 - Train: 93.14% [1165150/1251000] [931.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000064] [CE 3.583 (3.758)] [KD 1.540 (1.637)] 2024-10-19 05:28:18,834 - Train: 93.14% [1165200/1251000] [931.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000064] [CE 3.480 (3.772)] [KD 1.540 (1.645)] 2024-10-19 05:28:31,126 - Train: 93.15% [1165250/1251000] [931.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000064] [CE 3.528 (3.764)] [KD 1.545 (1.649)] 2024-10-19 05:28:43,714 - Train: 93.15% [1165300/1251000] [931.5/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000064] [CE 3.518 (3.722)] [KD 1.431 (1.624)] 2024-10-19 05:28:55,860 - Train: 93.15% [1165350/1251000] [931.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000064] [CE 4.023 (3.674)] [KD 1.734 (1.591)] 2024-10-19 05:29:08,207 - Train: 93.16% [1165400/1251000] [931.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000064] [CE 3.395 (3.706)] [KD 1.449 (1.612)] 2024-10-19 05:29:20,791 - Train: 93.16% [1165450/1251000] [931.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000064] [CE 3.561 (3.797)] [KD 1.520 (1.664)] 2024-10-19 05:29:32,605 - Train: 93.17% [1165500/1251000] [931.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000064] [CE 3.666 (3.696)] [KD 1.569 (1.620)] 2024-10-19 05:29:44,809 - Train: 93.17% [1165550/1251000] [931.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000064] [CE 3.851 (3.693)] [KD 1.636 (1.596)] 2024-10-19 05:29:57,399 - Train: 93.17% [1165600/1251000] [931.7/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.000064] [CE 4.146 (3.802)] [KD 1.822 (1.656)] 2024-10-19 05:30:09,656 - Train: 93.18% [1165650/1251000] [931.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000064] [CE 3.869 (3.799)] [KD 1.627 (1.653)] 2024-10-19 05:30:22,002 - Train: 93.18% [1165700/1251000] [931.8/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000064] [CE 4.068 (3.735)] [KD 1.721 (1.603)] 2024-10-19 05:30:34,660 - Train: 93.19% [1165750/1251000] [931.9/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000064] [CE 3.859 (3.781)] [KD 1.596 (1.636)] 2024-10-19 05:30:46,987 - Train: 93.19% [1165800/1251000] [931.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000064] [CE 3.502 (3.770)] [KD 1.510 (1.638)] 2024-10-19 05:30:59,730 - Train: 93.19% [1165850/1251000] [931.9/1000.0] [batch_t 0.362 (0.255)] [data_t 0.009] [optim_t 0.353] [lr 0.000064] [CE 3.212 (3.824)] [KD 1.392 (1.647)] 2024-10-19 05:31:12,036 - Train: 93.20% [1165900/1251000] [932.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000064] [CE 3.688 (3.802)] [KD 1.596 (1.656)] 2024-10-19 05:31:31,797 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41347] [top5_cnt 48112] [top_all 50000] 2024-10-19 05:31:31,797 - net: 82.694 (96.224) 2024-10-19 05:31:43,726 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.230)] [top1_cnt 41562] [top5_cnt 48166] [top_all 50000] 2024-10-19 05:31:43,727 - net_E: 83.124 (96.332) 2024-10-19 05:31:43,887 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:31:43,887 - ==> Total time: 3 days, 14:18:24 Eta: 6:17:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:31:52,128 - Train: 93.20% [1165950/1251000] [932.0/1000.0] [batch_t 0.233 (0.386)] [data_t 0.009] [optim_t 0.225] [lr 0.000064] [CE 4.220 (3.886)] [KD 1.752 (1.694)] 2024-10-19 05:32:04,211 - Train: 93.21% [1166000/1251000] [932.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000064] [CE 3.345 (3.750)] [KD 1.456 (1.627)] 2024-10-19 05:32:16,191 - Train: 93.21% [1166050/1251000] [932.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000064] [CE 3.926 (3.738)] [KD 1.683 (1.631)] 2024-10-19 05:32:28,314 - Train: 93.21% [1166100/1251000] [932.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000064] [CE 3.664 (3.763)] [KD 1.665 (1.642)] 2024-10-19 05:32:39,999 - Train: 93.22% [1166150/1251000] [932.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000064] [CE 4.297 (3.800)] [KD 1.892 (1.661)] 2024-10-19 05:32:51,976 - Train: 93.22% [1166200/1251000] [932.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000064] [CE 3.615 (3.791)] [KD 1.626 (1.654)] 2024-10-19 05:33:03,856 - Train: 93.23% [1166250/1251000] [932.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000064] [CE 3.713 (3.749)] [KD 1.564 (1.630)] 2024-10-19 05:33:15,945 - Train: 93.23% [1166300/1251000] [932.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000063] [CE 3.783 (3.720)] [KD 1.675 (1.629)] 2024-10-19 05:33:27,955 - Train: 93.23% [1166350/1251000] [932.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000063] [CE 3.660 (3.759)] [KD 1.508 (1.620)] 2024-10-19 05:33:39,842 - Train: 93.24% [1166400/1251000] [932.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.548 (3.775)] [KD 1.568 (1.635)] 2024-10-19 05:33:51,734 - Train: 93.24% [1166450/1251000] [932.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 3.843 (3.808)] [KD 1.815 (1.661)] 2024-10-19 05:34:03,873 - Train: 93.25% [1166500/1251000] [932.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 4.058 (3.754)] [KD 1.877 (1.625)] 2024-10-19 05:34:15,600 - Train: 93.25% [1166550/1251000] [932.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000063] [CE 3.843 (3.805)] [KD 1.650 (1.656)] 2024-10-19 05:34:27,456 - Train: 93.25% [1166600/1251000] [932.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 3.145 (3.761)] [KD 1.329 (1.632)] 2024-10-19 05:34:39,526 - Train: 93.26% [1166650/1251000] [932.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 3.874 (3.782)] [KD 1.784 (1.645)] 2024-10-19 05:34:51,662 - Train: 93.26% [1166700/1251000] [932.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 4.051 (3.795)] [KD 1.767 (1.650)] 2024-10-19 05:35:03,465 - Train: 93.27% [1166750/1251000] [932.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 4.082 (3.799)] [KD 1.845 (1.670)] 2024-10-19 05:35:15,523 - Train: 93.27% [1166800/1251000] [932.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.655 (3.736)] [KD 1.521 (1.616)] 2024-10-19 05:35:27,481 - Train: 93.27% [1166850/1251000] [932.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.781 (3.696)] [KD 1.720 (1.601)] 2024-10-19 05:35:39,576 - Train: 93.28% [1166900/1251000] [932.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000063] [CE 3.468 (3.755)] [KD 1.494 (1.633)] 2024-10-19 05:35:51,485 - Train: 93.28% [1166950/1251000] [932.8/1000.0] [batch_t 0.318 (0.238)] [data_t 0.009] [optim_t 0.310] [lr 0.000063] [CE 3.901 (3.786)] [KD 1.734 (1.645)] 2024-10-19 05:36:03,747 - Train: 93.29% [1167000/1251000] [932.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.651 (3.770)] [KD 1.649 (1.623)] 2024-10-19 05:36:15,706 - Train: 93.29% [1167050/1251000] [932.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.556 (3.805)] [KD 1.537 (1.643)] 2024-10-19 05:36:27,858 - Train: 93.29% [1167100/1251000] [932.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000063] [CE 4.125 (3.691)] [KD 1.736 (1.596)] 2024-10-19 05:36:39,731 - Train: 93.30% [1167150/1251000] [933.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000063] [CE 4.285 (3.750)] [KD 1.843 (1.635)] 2024-10-19 05:36:59,868 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.242)] [top1_cnt 41342] [top5_cnt 48140] [top_all 50000] 2024-10-19 05:36:59,868 - net: 82.684 (96.280) 2024-10-19 05:37:12,254 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41545] [top5_cnt 48166] [top_all 50000] 2024-10-19 05:37:12,255 - net_E: 83.090 (96.332) 2024-10-19 05:37:12,403 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:37:12,404 - ==> Total time: 3 days, 14:23:53 Eta: 6:12:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:37:20,345 - Train: 93.30% [1167200/1251000] [933.0/1000.0] [batch_t 0.235 (0.391)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.744 (3.679)] [KD 1.650 (1.619)] 2024-10-19 05:37:32,427 - Train: 93.31% [1167250/1251000] [933.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000063] [CE 3.659 (3.726)] [KD 1.528 (1.613)] 2024-10-19 05:37:44,869 - Train: 93.31% [1167300/1251000] [933.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000063] [CE 3.678 (3.665)] [KD 1.506 (1.578)] 2024-10-19 05:37:56,850 - Train: 93.31% [1167350/1251000] [933.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.679 (3.779)] [KD 1.447 (1.651)] 2024-10-19 05:38:08,710 - Train: 93.32% [1167400/1251000] [933.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.557 (3.716)] [KD 1.428 (1.601)] 2024-10-19 05:38:20,685 - Train: 93.32% [1167450/1251000] [933.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.279 (3.775)] [KD 1.458 (1.634)] 2024-10-19 05:38:32,571 - Train: 93.33% [1167500/1251000] [933.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.743 (3.764)] [KD 1.684 (1.639)] 2024-10-19 05:38:44,462 - Train: 93.33% [1167550/1251000] [933.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000062] [CE 3.791 (3.774)] [KD 1.673 (1.645)] 2024-10-19 05:38:56,604 - Train: 93.33% [1167600/1251000] [933.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000062] [CE 3.278 (3.836)] [KD 1.327 (1.654)] 2024-10-19 05:39:08,833 - Train: 93.34% [1167650/1251000] [933.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 3.610 (3.793)] [KD 1.602 (1.648)] 2024-10-19 05:39:21,131 - Train: 93.34% [1167700/1251000] [933.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000062] [CE 3.947 (3.796)] [KD 1.685 (1.642)] 2024-10-19 05:39:33,454 - Train: 93.35% [1167750/1251000] [933.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000062] [CE 3.687 (3.749)] [KD 1.625 (1.599)] 2024-10-19 05:39:45,683 - Train: 93.35% [1167800/1251000] [933.5/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000062] [CE 3.348 (3.784)] [KD 1.424 (1.633)] 2024-10-19 05:39:57,846 - Train: 93.35% [1167850/1251000] [933.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 4.123 (3.781)] [KD 1.899 (1.638)] 2024-10-19 05:40:10,003 - Train: 93.36% [1167900/1251000] [933.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000062] [CE 3.472 (3.798)] [KD 1.439 (1.665)] 2024-10-19 05:40:21,848 - Train: 93.36% [1167950/1251000] [933.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000062] [CE 3.565 (3.792)] [KD 1.594 (1.640)] 2024-10-19 05:40:33,965 - Train: 93.37% [1168000/1251000] [933.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 3.833 (3.789)] [KD 1.594 (1.633)] 2024-10-19 05:40:45,878 - Train: 93.37% [1168050/1251000] [933.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 3.405 (3.719)] [KD 1.381 (1.608)] 2024-10-19 05:40:57,724 - Train: 93.37% [1168100/1251000] [933.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000062] [CE 3.714 (3.694)] [KD 1.599 (1.600)] 2024-10-19 05:41:09,430 - Train: 93.38% [1168150/1251000] [933.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 4.013 (3.755)] [KD 1.786 (1.649)] 2024-10-19 05:41:21,498 - Train: 93.38% [1168200/1251000] [933.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 3.981 (3.751)] [KD 1.778 (1.624)] 2024-10-19 05:41:33,995 - Train: 93.39% [1168250/1251000] [933.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 3.770 (3.776)] [KD 1.668 (1.644)] 2024-10-19 05:41:46,134 - Train: 93.39% [1168300/1251000] [933.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000062] [CE 3.708 (3.755)] [KD 1.556 (1.628)] 2024-10-19 05:41:58,317 - Train: 93.39% [1168350/1251000] [933.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 3.604 (3.742)] [KD 1.513 (1.618)] 2024-10-19 05:42:10,409 - Train: 93.40% [1168400/1251000] [934.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 3.757 (3.725)] [KD 1.680 (1.613)] 2024-10-19 05:42:30,835 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41345] [top5_cnt 48120] [top_all 50000] 2024-10-19 05:42:30,836 - net: 82.690 (96.240) 2024-10-19 05:42:43,079 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41537] [top5_cnt 48170] [top_all 50000] 2024-10-19 05:42:43,080 - net_E: 83.074 (96.340) 2024-10-19 05:42:43,233 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:42:43,234 - ==> Total time: 3 days, 14:29:23 Eta: 6:06:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:42:51,113 - Train: 93.40% [1168450/1251000] [934.0/1000.0] [batch_t 0.235 (0.409)] [data_t 0.009] [optim_t 0.226] [lr 0.000062] [CE 3.512 (3.735)] [KD 1.559 (1.600)] 2024-10-19 05:43:03,388 - Train: 93.41% [1168500/1251000] [934.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000062] [CE 3.884 (3.813)] [KD 1.694 (1.645)] 2024-10-19 05:43:15,362 - Train: 93.41% [1168550/1251000] [934.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000062] [CE 3.309 (3.631)] [KD 1.452 (1.567)] 2024-10-19 05:43:27,553 - Train: 93.41% [1168600/1251000] [934.1/1000.0] [batch_t 0.294 (0.244)] [data_t 0.009] [optim_t 0.285] [lr 0.000062] [CE 3.374 (3.708)] [KD 1.373 (1.599)] 2024-10-19 05:43:39,206 - Train: 93.42% [1168650/1251000] [934.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 4.154 (3.754)] [KD 1.744 (1.617)] 2024-10-19 05:43:51,227 - Train: 93.42% [1168700/1251000] [934.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000062] [CE 3.598 (3.793)] [KD 1.462 (1.659)] 2024-10-19 05:44:03,123 - Train: 93.43% [1168750/1251000] [934.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000062] [CE 3.833 (3.795)] [KD 1.657 (1.645)] 2024-10-19 05:44:15,124 - Train: 93.43% [1168800/1251000] [934.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000062] [CE 3.971 (3.734)] [KD 1.621 (1.618)] 2024-10-19 05:44:27,325 - Train: 93.43% [1168850/1251000] [934.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000061] [CE 4.036 (3.779)] [KD 1.721 (1.639)] 2024-10-19 05:44:39,579 - Train: 93.44% [1168900/1251000] [934.4/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000061] [CE 3.601 (3.749)] [KD 1.516 (1.600)] 2024-10-19 05:44:51,624 - Train: 93.44% [1168950/1251000] [934.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000061] [CE 3.204 (3.720)] [KD 1.367 (1.604)] 2024-10-19 05:45:03,777 - Train: 93.45% [1169000/1251000] [934.5/1000.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.000061] [CE 4.019 (3.779)] [KD 1.746 (1.629)] 2024-10-19 05:45:15,870 - Train: 93.45% [1169050/1251000] [934.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000061] [CE 4.323 (3.830)] [KD 1.757 (1.655)] 2024-10-19 05:45:28,093 - Train: 93.45% [1169100/1251000] [934.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000061] [CE 3.773 (3.732)] [KD 1.658 (1.620)] 2024-10-19 05:45:40,244 - Train: 93.46% [1169150/1251000] [934.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000061] [CE 4.252 (3.709)] [KD 2.007 (1.606)] 2024-10-19 05:45:52,430 - Train: 93.46% [1169200/1251000] [934.6/1000.0] [batch_t 0.284 (0.244)] [data_t 0.009] [optim_t 0.276] [lr 0.000061] [CE 3.607 (3.769)] [KD 1.585 (1.639)] 2024-10-19 05:46:04,768 - Train: 93.47% [1169250/1251000] [934.7/1000.0] [batch_t 0.468 (0.247)] [data_t 0.009] [optim_t 0.460] [lr 0.000061] [CE 4.045 (3.702)] [KD 1.672 (1.606)] 2024-10-19 05:46:16,968 - Train: 93.47% [1169300/1251000] [934.7/1000.0] [batch_t 0.289 (0.244)] [data_t 0.064] [optim_t 0.224] [lr 0.000061] [CE 3.555 (3.787)] [KD 1.554 (1.644)] 2024-10-19 05:46:29,358 - Train: 93.47% [1169350/1251000] [934.7/1000.0] [batch_t 0.247 (0.248)] [data_t 0.024] [optim_t 0.223] [lr 0.000061] [CE 3.076 (3.749)] [KD 1.293 (1.611)] 2024-10-19 05:46:41,885 - Train: 93.48% [1169400/1251000] [934.8/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000061] [CE 3.864 (3.722)] [KD 1.684 (1.623)] 2024-10-19 05:46:54,143 - Train: 93.48% [1169450/1251000] [934.8/1000.0] [batch_t 0.243 (0.245)] [data_t 0.021] [optim_t 0.222] [lr 0.000061] [CE 3.894 (3.789)] [KD 1.736 (1.626)] 2024-10-19 05:47:06,678 - Train: 93.49% [1169500/1251000] [934.9/1000.0] [batch_t 0.268 (0.251)] [data_t 0.046] [optim_t 0.222] [lr 0.000061] [CE 3.729 (3.723)] [KD 1.529 (1.623)] 2024-10-19 05:47:19,221 - Train: 93.49% [1169550/1251000] [934.9/1000.0] [batch_t 0.306 (0.251)] [data_t 0.084] [optim_t 0.223] [lr 0.000061] [CE 3.436 (3.698)] [KD 1.418 (1.605)] 2024-10-19 05:47:31,443 - Train: 93.49% [1169600/1251000] [934.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000061] [CE 3.777 (3.774)] [KD 1.603 (1.636)] 2024-10-19 05:47:43,613 - Train: 93.50% [1169650/1251000] [935.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000061] [CE 4.210 (3.708)] [KD 1.932 (1.617)] 2024-10-19 05:48:04,219 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41339] [top5_cnt 48108] [top_all 50000] 2024-10-19 05:48:04,220 - net: 82.678 (96.216) 2024-10-19 05:48:16,741 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.243)] [top1_cnt 41522] [top5_cnt 48170] [top_all 50000] 2024-10-19 05:48:16,742 - net_E: 83.044 (96.340) 2024-10-19 05:48:16,895 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:48:16,895 - ==> Total time: 3 days, 14:34:57 Eta: 6:01:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:48:24,580 - Train: 93.50% [1169700/1251000] [935.0/1000.0] [batch_t 0.231 (0.409)] [data_t 0.009] [optim_t 0.222] [lr 0.000061] [CE 3.710 (3.829)] [KD 1.561 (1.657)] 2024-10-19 05:48:36,521 - Train: 93.51% [1169750/1251000] [935.1/1000.0] [batch_t 0.331 (0.239)] [data_t 0.009] [optim_t 0.322] [lr 0.000061] [CE 4.113 (3.816)] [KD 1.846 (1.653)] 2024-10-19 05:48:48,448 - Train: 93.51% [1169800/1251000] [935.1/1000.0] [batch_t 0.446 (0.238)] [data_t 0.009] [optim_t 0.437] [lr 0.000061] [CE 3.771 (3.825)] [KD 1.624 (1.664)] 2024-10-19 05:49:00,465 - Train: 93.51% [1169850/1251000] [935.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000061] [CE 3.602 (3.733)] [KD 1.526 (1.606)] 2024-10-19 05:49:12,463 - Train: 93.52% [1169900/1251000] [935.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000061] [CE 3.685 (3.777)] [KD 1.600 (1.642)] 2024-10-19 05:49:24,375 - Train: 93.52% [1169950/1251000] [935.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000061] [CE 3.640 (3.760)] [KD 1.663 (1.641)] 2024-10-19 05:49:36,237 - Train: 93.53% [1170000/1251000] [935.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000061] [CE 3.400 (3.748)] [KD 1.485 (1.616)] 2024-10-19 05:49:48,300 - Train: 93.53% [1170050/1251000] [935.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000061] [CE 3.913 (3.809)] [KD 1.633 (1.622)] 2024-10-19 05:50:00,367 - Train: 93.53% [1170100/1251000] [935.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000061] [CE 4.166 (3.749)] [KD 1.894 (1.615)] 2024-10-19 05:50:12,455 - Train: 93.54% [1170150/1251000] [935.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000061] [CE 3.830 (3.789)] [KD 1.651 (1.627)] 2024-10-19 05:50:24,234 - Train: 93.54% [1170200/1251000] [935.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000060] [CE 3.768 (3.742)] [KD 1.572 (1.595)] 2024-10-19 05:50:36,593 - Train: 93.55% [1170250/1251000] [935.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.838 (3.733)] [KD 1.701 (1.612)] 2024-10-19 05:50:48,668 - Train: 93.55% [1170300/1251000] [935.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000060] [CE 3.557 (3.760)] [KD 1.559 (1.638)] 2024-10-19 05:51:00,677 - Train: 93.55% [1170350/1251000] [935.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000060] [CE 3.489 (3.765)] [KD 1.556 (1.612)] 2024-10-19 05:51:12,515 - Train: 93.56% [1170400/1251000] [935.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000060] [CE 3.742 (3.797)] [KD 1.685 (1.647)] 2024-10-19 05:51:24,592 - Train: 93.56% [1170450/1251000] [935.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000060] [CE 3.549 (3.797)] [KD 1.510 (1.636)] 2024-10-19 05:51:36,691 - Train: 93.57% [1170500/1251000] [935.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000060] [CE 3.878 (3.737)] [KD 1.886 (1.627)] 2024-10-19 05:51:48,886 - Train: 93.57% [1170550/1251000] [935.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000060] [CE 2.983 (3.808)] [KD 1.315 (1.649)] 2024-10-19 05:52:00,811 - Train: 93.57% [1170600/1251000] [935.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000060] [CE 4.184 (3.763)] [KD 1.841 (1.647)] 2024-10-19 05:52:12,905 - Train: 93.58% [1170650/1251000] [935.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.740 (3.755)] [KD 1.589 (1.619)] 2024-10-19 05:52:24,980 - Train: 93.58% [1170700/1251000] [935.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000060] [CE 3.922 (3.730)] [KD 1.697 (1.620)] 2024-10-19 05:52:37,018 - Train: 93.59% [1170750/1251000] [935.9/1000.0] [batch_t 0.380 (0.241)] [data_t 0.009] [optim_t 0.371] [lr 0.000060] [CE 3.854 (3.794)] [KD 1.628 (1.627)] 2024-10-19 05:52:49,053 - Train: 93.59% [1170800/1251000] [935.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000060] [CE 4.057 (3.790)] [KD 1.830 (1.622)] 2024-10-19 05:53:01,246 - Train: 93.59% [1170850/1251000] [935.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000060] [CE 4.030 (3.727)] [KD 1.749 (1.610)] 2024-10-19 05:53:13,486 - Train: 93.60% [1170900/1251000] [936.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000060] [CE 3.697 (3.749)] [KD 1.688 (1.608)] 2024-10-19 05:53:33,948 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 41371] [top5_cnt 48121] [top_all 50000] 2024-10-19 05:53:33,948 - net: 82.742 (96.242) 2024-10-19 05:53:46,192 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41529] [top5_cnt 48170] [top_all 50000] 2024-10-19 05:53:46,193 - net_E: 83.058 (96.340) 2024-10-19 05:53:46,339 - Max [top1: 82.830 (epoch: 929)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:53:46,340 - ==> Total time: 3 days, 14:40:26 Eta: 5:55:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:53:53,653 - Train: 93.60% [1170950/1251000] [936.0/1000.0] [batch_t 0.238 (0.418)] [data_t 0.009] [optim_t 0.229] [lr 0.000060] [CE 3.624 (3.716)] [KD 1.565 (1.610)] 2024-10-19 05:54:05,768 - Train: 93.61% [1171000/1251000] [936.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000060] [CE 3.685 (3.739)] [KD 1.542 (1.619)] 2024-10-19 05:54:17,809 - Train: 93.61% [1171050/1251000] [936.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000060] [CE 4.048 (3.784)] [KD 1.893 (1.657)] 2024-10-19 05:54:29,936 - Train: 93.61% [1171100/1251000] [936.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000060] [CE 3.974 (3.754)] [KD 1.677 (1.617)] 2024-10-19 05:54:41,751 - Train: 93.62% [1171150/1251000] [936.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.864 (3.769)] [KD 1.661 (1.612)] 2024-10-19 05:54:53,767 - Train: 93.62% [1171200/1251000] [936.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000060] [CE 4.291 (3.714)] [KD 1.753 (1.582)] 2024-10-19 05:55:05,776 - Train: 93.63% [1171250/1251000] [936.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.765 (3.762)] [KD 1.444 (1.634)] 2024-10-19 05:55:17,906 - Train: 93.63% [1171300/1251000] [936.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.968 (3.785)] [KD 1.772 (1.657)] 2024-10-19 05:55:29,615 - Train: 93.63% [1171350/1251000] [936.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000060] [CE 3.665 (3.838)] [KD 1.663 (1.679)] 2024-10-19 05:55:41,532 - Train: 93.64% [1171400/1251000] [936.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000060] [CE 3.532 (3.744)] [KD 1.607 (1.607)] 2024-10-19 05:55:53,564 - Train: 93.64% [1171450/1251000] [936.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000060] [CE 4.166 (3.738)] [KD 1.624 (1.602)] 2024-10-19 05:56:05,425 - Train: 93.65% [1171500/1251000] [936.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000059] [CE 3.455 (3.696)] [KD 1.419 (1.596)] 2024-10-19 05:56:17,267 - Train: 93.65% [1171550/1251000] [936.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000059] [CE 3.784 (3.822)] [KD 1.621 (1.663)] 2024-10-19 05:56:29,059 - Train: 93.65% [1171600/1251000] [936.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000059] [CE 4.330 (3.790)] [KD 1.941 (1.647)] 2024-10-19 05:56:41,163 - Train: 93.66% [1171650/1251000] [936.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000059] [CE 3.664 (3.849)] [KD 1.437 (1.662)] 2024-10-19 05:56:53,040 - Train: 93.66% [1171700/1251000] [936.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000059] [CE 3.599 (3.762)] [KD 1.510 (1.635)] 2024-10-19 05:57:05,082 - Train: 93.67% [1171750/1251000] [936.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000059] [CE 3.530 (3.810)] [KD 1.554 (1.656)] 2024-10-19 05:57:16,965 - Train: 93.67% [1171800/1251000] [936.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000059] [CE 4.005 (3.799)] [KD 1.787 (1.661)] 2024-10-19 05:57:28,962 - Train: 93.67% [1171850/1251000] [936.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000059] [CE 3.209 (3.770)] [KD 1.365 (1.631)] 2024-10-19 05:57:40,838 - Train: 93.68% [1171900/1251000] [936.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000059] [CE 3.537 (3.750)] [KD 1.484 (1.624)] 2024-10-19 05:57:52,864 - Train: 93.68% [1171950/1251000] [936.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000059] [CE 3.857 (3.789)] [KD 1.649 (1.635)] 2024-10-19 05:58:04,657 - Train: 93.69% [1172000/1251000] [936.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000059] [CE 4.259 (3.761)] [KD 1.860 (1.624)] 2024-10-19 05:58:16,830 - Train: 93.69% [1172050/1251000] [936.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000059] [CE 3.786 (3.720)] [KD 1.628 (1.609)] 2024-10-19 05:58:28,784 - Train: 93.69% [1172100/1251000] [936.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000059] [CE 3.221 (3.718)] [KD 1.384 (1.598)] 2024-10-19 05:58:40,581 - Train: 93.70% [1172150/1251000] [937.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000059] [CE 3.918 (3.795)] [KD 1.578 (1.626)] 2024-10-19 05:59:01,062 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 41425] [top5_cnt 48137] [top_all 50000] 2024-10-19 05:59:01,063 - net: 82.850 (96.274) 2024-10-19 05:59:13,250 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41533] [top5_cnt 48164] [top_all 50000] 2024-10-19 05:59:13,251 - net_E: 83.066 (96.328) 2024-10-19 05:59:13,417 - Max [top1: 82.850 (epoch: 937)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 05:59:13,417 - ==> Total time: 3 days, 14:45:54 Eta: 5:50:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 05:59:21,936 - Train: 93.70% [1172200/1251000] [937.0/1000.0] [batch_t 0.237 (0.332)] [data_t 0.009] [optim_t 0.228] [lr 0.000059] [CE 3.865 (3.749)] [KD 1.631 (1.613)] 2024-10-19 05:59:34,077 - Train: 93.71% [1172250/1251000] [937.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000059] [CE 3.679 (3.682)] [KD 1.546 (1.572)] 2024-10-19 05:59:46,551 - Train: 93.71% [1172300/1251000] [937.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000059] [CE 3.711 (3.798)] [KD 1.568 (1.654)] 2024-10-19 05:59:58,476 - Train: 93.71% [1172350/1251000] [937.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000059] [CE 3.522 (3.709)] [KD 1.475 (1.597)] 2024-10-19 06:00:10,177 - Train: 93.72% [1172400/1251000] [937.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000059] [CE 3.645 (3.687)] [KD 1.559 (1.602)] 2024-10-19 06:00:22,219 - Train: 93.72% [1172450/1251000] [937.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000059] [CE 3.827 (3.763)] [KD 1.611 (1.624)] 2024-10-19 06:00:34,053 - Train: 93.73% [1172500/1251000] [937.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000059] [CE 3.307 (3.656)] [KD 1.332 (1.568)] 2024-10-19 06:00:46,020 - Train: 93.73% [1172550/1251000] [937.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000059] [CE 3.899 (3.761)] [KD 1.827 (1.617)] 2024-10-19 06:00:58,078 - Train: 93.73% [1172600/1251000] [937.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000059] [CE 3.515 (3.716)] [KD 1.564 (1.605)] 2024-10-19 06:01:10,597 - Train: 93.74% [1172650/1251000] [937.4/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000059] [CE 3.920 (3.791)] [KD 1.556 (1.631)] 2024-10-19 06:01:22,655 - Train: 93.74% [1172700/1251000] [937.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000059] [CE 4.011 (3.722)] [KD 1.749 (1.610)] 2024-10-19 06:01:34,737 - Train: 93.75% [1172750/1251000] [937.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000059] [CE 4.167 (3.833)] [KD 1.890 (1.660)] 2024-10-19 06:01:46,724 - Train: 93.75% [1172800/1251000] [937.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000059] [CE 3.886 (3.799)] [KD 1.731 (1.657)] 2024-10-19 06:01:58,791 - Train: 93.75% [1172850/1251000] [937.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000059] [CE 3.573 (3.747)] [KD 1.632 (1.624)] 2024-10-19 06:02:11,224 - Train: 93.76% [1172900/1251000] [937.6/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000058] [CE 3.897 (3.746)] [KD 1.784 (1.620)] 2024-10-19 06:02:23,556 - Train: 93.76% [1172950/1251000] [937.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000058] [CE 4.020 (3.802)] [KD 1.766 (1.629)] 2024-10-19 06:02:35,529 - Train: 93.76% [1173000/1251000] [937.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000058] [CE 3.199 (3.734)] [KD 1.295 (1.618)] 2024-10-19 06:02:47,894 - Train: 93.77% [1173050/1251000] [937.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000058] [CE 3.501 (3.799)] [KD 1.398 (1.646)] 2024-10-19 06:02:59,930 - Train: 93.77% [1173100/1251000] [937.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000058] [CE 4.169 (3.784)] [KD 1.856 (1.648)] 2024-10-19 06:03:11,872 - Train: 93.78% [1173150/1251000] [937.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000058] [CE 3.818 (3.669)] [KD 1.648 (1.564)] 2024-10-19 06:03:24,017 - Train: 93.78% [1173200/1251000] [937.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000058] [CE 3.862 (3.702)] [KD 1.619 (1.574)] 2024-10-19 06:03:36,363 - Train: 93.78% [1173250/1251000] [937.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000058] [CE 3.725 (3.841)] [KD 1.508 (1.663)] 2024-10-19 06:03:48,553 - Train: 93.79% [1173300/1251000] [937.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000058] [CE 4.152 (3.749)] [KD 1.865 (1.630)] 2024-10-19 06:04:00,521 - Train: 93.79% [1173350/1251000] [937.9/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000058] [CE 4.135 (3.790)] [KD 1.900 (1.633)] 2024-10-19 06:04:12,606 - Train: 93.80% [1173400/1251000] [938.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000058] [CE 4.061 (3.773)] [KD 1.811 (1.617)] 2024-10-19 06:04:33,667 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.235)] [top1_cnt 41427] [top5_cnt 48152] [top_all 50000] 2024-10-19 06:04:33,667 - net: 82.854 (96.304) 2024-10-19 06:04:45,963 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41536] [top5_cnt 48166] [top_all 50000] 2024-10-19 06:04:45,963 - net_E: 83.072 (96.332) 2024-10-19 06:04:46,125 - Max [top1: 82.854 (epoch: 938)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:04:46,126 - ==> Total time: 3 days, 14:51:26 Eta: 5:44:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:04:54,780 - Train: 93.80% [1173450/1251000] [938.0/1000.0] [batch_t 0.232 (0.333)] [data_t 0.009] [optim_t 0.223] [lr 0.000058] [CE 3.453 (3.794)] [KD 1.526 (1.670)] 2024-10-19 06:05:06,757 - Train: 93.80% [1173500/1251000] [938.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000058] [CE 3.953 (3.787)] [KD 1.725 (1.632)] 2024-10-19 06:05:19,112 - Train: 93.81% [1173550/1251000] [938.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000058] [CE 3.664 (3.767)] [KD 1.668 (1.628)] 2024-10-19 06:05:31,089 - Train: 93.81% [1173600/1251000] [938.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000058] [CE 3.848 (3.780)] [KD 1.679 (1.615)] 2024-10-19 06:05:43,042 - Train: 93.82% [1173650/1251000] [938.2/1000.0] [batch_t 0.378 (0.239)] [data_t 0.009] [optim_t 0.370] [lr 0.000058] [CE 4.027 (3.733)] [KD 1.880 (1.615)] 2024-10-19 06:05:54,962 - Train: 93.82% [1173700/1251000] [938.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000058] [CE 3.728 (3.812)] [KD 1.686 (1.654)] 2024-10-19 06:06:06,972 - Train: 93.82% [1173750/1251000] [938.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000058] [CE 4.040 (3.745)] [KD 1.654 (1.605)] 2024-10-19 06:06:19,032 - Train: 93.83% [1173800/1251000] [938.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000058] [CE 3.639 (3.728)] [KD 1.609 (1.604)] 2024-10-19 06:06:30,874 - Train: 93.83% [1173850/1251000] [938.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000058] [CE 4.022 (3.777)] [KD 1.870 (1.635)] 2024-10-19 06:06:42,987 - Train: 93.84% [1173900/1251000] [938.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000058] [CE 3.988 (3.696)] [KD 1.829 (1.583)] 2024-10-19 06:06:55,212 - Train: 93.84% [1173950/1251000] [938.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000058] [CE 3.803 (3.789)] [KD 1.555 (1.628)] 2024-10-19 06:07:06,974 - Train: 93.84% [1174000/1251000] [938.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000058] [CE 3.278 (3.663)] [KD 1.395 (1.567)] 2024-10-19 06:07:18,904 - Train: 93.85% [1174050/1251000] [938.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000058] [CE 3.544 (3.717)] [KD 1.444 (1.590)] 2024-10-19 06:07:31,028 - Train: 93.85% [1174100/1251000] [938.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000058] [CE 3.503 (3.728)] [KD 1.545 (1.608)] 2024-10-19 06:07:43,014 - Train: 93.86% [1174150/1251000] [938.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000058] [CE 4.270 (3.763)] [KD 1.806 (1.634)] 2024-10-19 06:07:54,887 - Train: 93.86% [1174200/1251000] [938.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000058] [CE 3.836 (3.795)] [KD 1.862 (1.626)] 2024-10-19 06:08:06,899 - Train: 93.86% [1174250/1251000] [938.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000057] [CE 4.229 (3.719)] [KD 1.897 (1.612)] 2024-10-19 06:08:18,851 - Train: 93.87% [1174300/1251000] [938.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000057] [CE 4.140 (3.774)] [KD 1.871 (1.628)] 2024-10-19 06:08:30,993 - Train: 93.87% [1174350/1251000] [938.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 3.931 (3.770)] [KD 1.773 (1.603)] 2024-10-19 06:08:42,898 - Train: 93.88% [1174400/1251000] [938.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 3.915 (3.729)] [KD 1.619 (1.596)] 2024-10-19 06:08:54,887 - Train: 93.88% [1174450/1251000] [938.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000057] [CE 3.519 (3.778)] [KD 1.476 (1.624)] 2024-10-19 06:09:06,927 - Train: 93.88% [1174500/1251000] [938.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000057] [CE 3.744 (3.701)] [KD 1.622 (1.589)] 2024-10-19 06:09:19,294 - Train: 93.89% [1174550/1251000] [938.9/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 4.114 (3.731)] [KD 1.791 (1.593)] 2024-10-19 06:09:31,102 - Train: 93.89% [1174600/1251000] [938.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 3.944 (3.742)] [KD 1.754 (1.620)] 2024-10-19 06:09:43,104 - Train: 93.90% [1174650/1251000] [939.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000057] [CE 4.291 (3.772)] [KD 1.829 (1.625)] 2024-10-19 06:10:04,699 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41375] [top5_cnt 48139] [top_all 50000] 2024-10-19 06:10:04,699 - net: 82.750 (96.278) 2024-10-19 06:10:17,286 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 41557] [top5_cnt 48174] [top_all 50000] 2024-10-19 06:10:17,286 - net_E: 83.114 (96.348) 2024-10-19 06:10:17,411 - Max [top1: 82.854 (epoch: 938)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:10:17,412 - ==> Total time: 3 days, 14:56:58 Eta: 5:38:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:10:23,990 - Train: 93.90% [1174700/1251000] [939.0/1000.0] [batch_t 0.231 (0.482)] [data_t 0.009] [optim_t 0.222] [lr 0.000057] [CE 4.264 (3.760)] [KD 1.908 (1.634)] 2024-10-19 06:10:36,038 - Train: 93.90% [1174750/1251000] [939.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000057] [CE 3.660 (3.779)] [KD 1.515 (1.620)] 2024-10-19 06:10:48,195 - Train: 93.91% [1174800/1251000] [939.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000057] [CE 4.296 (3.700)] [KD 1.979 (1.586)] 2024-10-19 06:11:00,111 - Train: 93.91% [1174850/1251000] [939.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000057] [CE 3.367 (3.704)] [KD 1.487 (1.601)] 2024-10-19 06:11:12,181 - Train: 93.92% [1174900/1251000] [939.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000057] [CE 3.632 (3.628)] [KD 1.557 (1.561)] 2024-10-19 06:11:23,956 - Train: 93.92% [1174950/1251000] [939.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 3.872 (3.705)] [KD 1.693 (1.606)] 2024-10-19 06:11:36,102 - Train: 93.92% [1175000/1251000] [939.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000057] [CE 3.809 (3.707)] [KD 1.632 (1.589)] 2024-10-19 06:11:48,068 - Train: 93.93% [1175050/1251000] [939.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000057] [CE 3.440 (3.808)] [KD 1.317 (1.651)] 2024-10-19 06:12:00,019 - Train: 93.93% [1175100/1251000] [939.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000057] [CE 4.384 (3.692)] [KD 1.857 (1.585)] 2024-10-19 06:12:11,797 - Train: 93.94% [1175150/1251000] [939.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000057] [CE 3.636 (3.706)] [KD 1.551 (1.586)] 2024-10-19 06:12:23,978 - Train: 93.94% [1175200/1251000] [939.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000057] [CE 3.450 (3.736)] [KD 1.484 (1.611)] 2024-10-19 06:12:35,927 - Train: 93.94% [1175250/1251000] [939.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000057] [CE 3.876 (3.749)] [KD 1.694 (1.607)] 2024-10-19 06:12:47,678 - Train: 93.95% [1175300/1251000] [939.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000057] [CE 3.394 (3.725)] [KD 1.435 (1.614)] 2024-10-19 06:12:59,842 - Train: 93.95% [1175350/1251000] [939.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 4.181 (3.786)] [KD 1.836 (1.617)] 2024-10-19 06:13:11,765 - Train: 93.96% [1175400/1251000] [939.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000057] [CE 3.805 (3.791)] [KD 1.767 (1.631)] 2024-10-19 06:13:23,634 - Train: 93.96% [1175450/1251000] [939.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 3.577 (3.760)] [KD 1.593 (1.620)] 2024-10-19 06:13:35,613 - Train: 93.96% [1175500/1251000] [939.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000057] [CE 3.883 (3.770)] [KD 1.670 (1.631)] 2024-10-19 06:13:47,377 - Train: 93.97% [1175550/1251000] [939.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 4.437 (3.784)] [KD 2.017 (1.618)] 2024-10-19 06:13:59,248 - Train: 93.97% [1175600/1251000] [939.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000057] [CE 3.712 (3.731)] [KD 1.607 (1.594)] 2024-10-19 06:14:11,508 - Train: 93.98% [1175650/1251000] [939.8/1000.0] [batch_t 0.376 (0.245)] [data_t 0.009] [optim_t 0.367] [lr 0.000057] [CE 3.864 (3.746)] [KD 1.638 (1.610)] 2024-10-19 06:14:23,315 - Train: 93.98% [1175700/1251000] [939.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 3.726 (3.683)] [KD 1.644 (1.588)] 2024-10-19 06:14:35,335 - Train: 93.98% [1175750/1251000] [939.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 4.161 (3.839)] [KD 1.899 (1.664)] 2024-10-19 06:14:47,407 - Train: 93.99% [1175800/1251000] [939.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 3.972 (3.762)] [KD 1.740 (1.620)] 2024-10-19 06:14:59,190 - Train: 93.99% [1175850/1251000] [939.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000056] [CE 3.410 (3.818)] [KD 1.433 (1.657)] 2024-10-19 06:15:11,012 - Train: 94.00% [1175900/1251000] [940.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000056] [CE 3.909 (3.703)] [KD 1.588 (1.574)] 2024-10-19 06:15:32,608 - Test (net): 100.00% [50/50] [batch_t 0.165 (0.236)] [top1_cnt 41381] [top5_cnt 48109] [top_all 50000] 2024-10-19 06:15:32,609 - net: 82.762 (96.218) 2024-10-19 06:15:44,931 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41559] [top5_cnt 48165] [top_all 50000] 2024-10-19 06:15:44,931 - net_E: 83.118 (96.330) 2024-10-19 06:15:45,061 - Max [top1: 82.854 (epoch: 938)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:15:45,062 - ==> Total time: 3 days, 15:02:25 Eta: 5:33:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:15:50,997 - Train: 94.00% [1175950/1251000] [940.0/1000.0] [batch_t 0.239 (0.472)] [data_t 0.009] [optim_t 0.230] [lr 0.000056] [CE 3.572 (3.534)] [KD 1.588 (1.529)] 2024-10-19 06:16:03,183 - Train: 94.00% [1176000/1251000] [940.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000056] [CE 3.609 (3.769)] [KD 1.517 (1.632)] 2024-10-19 06:16:15,425 - Train: 94.01% [1176050/1251000] [940.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 3.977 (3.741)] [KD 1.719 (1.600)] 2024-10-19 06:16:27,201 - Train: 94.01% [1176100/1251000] [940.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 2.989 (3.714)] [KD 1.248 (1.589)] 2024-10-19 06:16:38,995 - Train: 94.02% [1176150/1251000] [940.2/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000056] [CE 3.585 (3.754)] [KD 1.576 (1.634)] 2024-10-19 06:16:51,200 - Train: 94.02% [1176200/1251000] [940.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000056] [CE 4.046 (3.727)] [KD 1.714 (1.605)] 2024-10-19 06:17:03,105 - Train: 94.02% [1176250/1251000] [940.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 3.944 (3.707)] [KD 1.721 (1.585)] 2024-10-19 06:17:14,991 - Train: 94.03% [1176300/1251000] [940.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000056] [CE 3.598 (3.762)] [KD 1.553 (1.623)] 2024-10-19 06:17:26,871 - Train: 94.03% [1176350/1251000] [940.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 3.524 (3.784)] [KD 1.373 (1.624)] 2024-10-19 06:17:38,809 - Train: 94.04% [1176400/1251000] [940.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 3.771 (3.769)] [KD 1.574 (1.624)] 2024-10-19 06:17:50,733 - Train: 94.04% [1176450/1251000] [940.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 4.078 (3.838)] [KD 1.669 (1.657)] 2024-10-19 06:18:02,674 - Train: 94.04% [1176500/1251000] [940.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.000056] [CE 4.179 (3.753)] [KD 1.844 (1.626)] 2024-10-19 06:18:14,572 - Train: 94.05% [1176550/1251000] [940.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000056] [CE 3.735 (3.766)] [KD 1.607 (1.601)] 2024-10-19 06:18:26,626 - Train: 94.05% [1176600/1251000] [940.5/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000056] [CE 3.644 (3.715)] [KD 1.533 (1.596)] 2024-10-19 06:18:38,611 - Train: 94.06% [1176650/1251000] [940.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000056] [CE 3.691 (3.747)] [KD 1.643 (1.616)] 2024-10-19 06:18:50,473 - Train: 94.06% [1176700/1251000] [940.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000056] [CE 3.532 (3.805)] [KD 1.524 (1.646)] 2024-10-19 06:19:02,316 - Train: 94.06% [1176750/1251000] [940.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 4.048 (3.771)] [KD 1.662 (1.612)] 2024-10-19 06:19:14,473 - Train: 94.07% [1176800/1251000] [940.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000056] [CE 3.402 (3.676)] [KD 1.470 (1.573)] 2024-10-19 06:19:26,459 - Train: 94.07% [1176850/1251000] [940.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000056] [CE 4.246 (3.746)] [KD 1.805 (1.596)] 2024-10-19 06:19:38,578 - Train: 94.08% [1176900/1251000] [940.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000056] [CE 4.080 (3.796)] [KD 1.866 (1.618)] 2024-10-19 06:19:50,633 - Train: 94.08% [1176950/1251000] [940.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000056] [CE 4.042 (3.706)] [KD 1.783 (1.586)] 2024-10-19 06:20:02,835 - Train: 94.08% [1177000/1251000] [940.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000056] [CE 3.866 (3.743)] [KD 1.744 (1.610)] 2024-10-19 06:20:14,720 - Train: 94.09% [1177050/1251000] [940.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000056] [CE 3.599 (3.734)] [KD 1.612 (1.600)] 2024-10-19 06:20:26,959 - Train: 94.09% [1177100/1251000] [940.9/1000.0] [batch_t 0.247 (0.245)] [data_t 0.023] [optim_t 0.224] [lr 0.000055] [CE 3.937 (3.771)] [KD 1.734 (1.605)] 2024-10-19 06:20:39,018 - Train: 94.10% [1177150/1251000] [941.0/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000055] [CE 4.036 (3.775)] [KD 1.743 (1.629)] 2024-10-19 06:21:01,013 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41446] [top5_cnt 48145] [top_all 50000] 2024-10-19 06:21:01,014 - net: 82.892 (96.290) 2024-10-19 06:21:13,345 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41549] [top5_cnt 48169] [top_all 50000] 2024-10-19 06:21:13,345 - net_E: 83.098 (96.338) 2024-10-19 06:21:13,490 - Max [top1: 82.892 (epoch: 941)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:21:13,491 - ==> Total time: 3 days, 15:07:54 Eta: 5:27:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:21:21,415 - Train: 94.10% [1177200/1251000] [941.0/1000.0] [batch_t 0.237 (0.348)] [data_t 0.009] [optim_t 0.228] [lr 0.000055] [CE 3.820 (3.607)] [KD 1.637 (1.587)] 2024-10-19 06:21:33,413 - Train: 94.10% [1177250/1251000] [941.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.467 (3.665)] [KD 1.393 (1.579)] 2024-10-19 06:21:45,541 - Train: 94.11% [1177300/1251000] [941.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000055] [CE 3.913 (3.711)] [KD 1.683 (1.588)] 2024-10-19 06:21:57,730 - Train: 94.11% [1177350/1251000] [941.1/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000055] [CE 3.906 (3.792)] [KD 1.695 (1.640)] 2024-10-19 06:22:09,656 - Train: 94.12% [1177400/1251000] [941.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000055] [CE 3.158 (3.758)] [KD 1.344 (1.604)] 2024-10-19 06:22:21,676 - Train: 94.12% [1177450/1251000] [941.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000055] [CE 4.262 (3.771)] [KD 1.786 (1.642)] 2024-10-19 06:22:33,810 - Train: 94.12% [1177500/1251000] [941.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.720 (3.745)] [KD 1.606 (1.600)] 2024-10-19 06:22:45,726 - Train: 94.13% [1177550/1251000] [941.3/1000.0] [batch_t 0.281 (0.238)] [data_t 0.009] [optim_t 0.273] [lr 0.000055] [CE 4.189 (3.814)] [KD 1.843 (1.650)] 2024-10-19 06:22:57,773 - Train: 94.13% [1177600/1251000] [941.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000055] [CE 3.710 (3.710)] [KD 1.613 (1.591)] 2024-10-19 06:23:09,961 - Train: 94.14% [1177650/1251000] [941.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000055] [CE 4.102 (3.783)] [KD 1.723 (1.615)] 2024-10-19 06:23:22,285 - Train: 94.14% [1177700/1251000] [941.4/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000055] [CE 3.794 (3.767)] [KD 1.631 (1.602)] 2024-10-19 06:23:34,291 - Train: 94.14% [1177750/1251000] [941.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000055] [CE 3.887 (3.723)] [KD 1.632 (1.588)] 2024-10-19 06:23:46,585 - Train: 94.15% [1177800/1251000] [941.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.438 (3.713)] [KD 1.447 (1.584)] 2024-10-19 06:23:58,287 - Train: 94.15% [1177850/1251000] [941.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.778 (3.684)] [KD 1.631 (1.568)] 2024-10-19 06:24:10,384 - Train: 94.16% [1177900/1251000] [941.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.459 (3.775)] [KD 1.576 (1.635)] 2024-10-19 06:24:22,093 - Train: 94.16% [1177950/1251000] [941.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.075 (3.746)] [KD 1.288 (1.600)] 2024-10-19 06:24:34,265 - Train: 94.16% [1178000/1251000] [941.6/1000.0] [batch_t 0.354 (0.243)] [data_t 0.009] [optim_t 0.345] [lr 0.000055] [CE 4.382 (3.632)] [KD 1.994 (1.569)] 2024-10-19 06:24:45,980 - Train: 94.17% [1178050/1251000] [941.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.961 (3.767)] [KD 1.728 (1.619)] 2024-10-19 06:24:58,017 - Train: 94.17% [1178100/1251000] [941.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000055] [CE 3.507 (3.795)] [KD 1.618 (1.656)] 2024-10-19 06:25:09,890 - Train: 94.18% [1178150/1251000] [941.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000055] [CE 4.136 (3.776)] [KD 1.696 (1.610)] 2024-10-19 06:25:21,727 - Train: 94.18% [1178200/1251000] [941.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000055] [CE 3.833 (3.816)] [KD 1.630 (1.636)] 2024-10-19 06:25:33,678 - Train: 94.18% [1178250/1251000] [941.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.483 (3.737)] [KD 1.488 (1.612)] 2024-10-19 06:25:45,741 - Train: 94.19% [1178300/1251000] [941.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000055] [CE 3.870 (3.750)] [KD 1.753 (1.599)] 2024-10-19 06:25:57,618 - Train: 94.19% [1178350/1251000] [941.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.968 (3.774)] [KD 1.672 (1.625)] 2024-10-19 06:26:09,677 - Train: 94.20% [1178400/1251000] [942.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000055] [CE 3.400 (3.728)] [KD 1.386 (1.605)] 2024-10-19 06:26:31,698 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41432] [top5_cnt 48121] [top_all 50000] 2024-10-19 06:26:31,699 - net: 82.864 (96.242) 2024-10-19 06:26:44,123 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41540] [top5_cnt 48175] [top_all 50000] 2024-10-19 06:26:44,124 - net_E: 83.080 (96.350) 2024-10-19 06:26:44,292 - Max [top1: 82.892 (epoch: 941)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:26:44,292 - ==> Total time: 3 days, 15:13:24 Eta: 5:22:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:26:49,904 - Train: 94.20% [1178450/1251000] [942.0/1000.0] [batch_t 0.233 (0.534)] [data_t 0.009] [optim_t 0.224] [lr 0.000055] [CE 3.804 (3.586)] [KD 1.753 (1.550)] 2024-10-19 06:27:01,796 - Train: 94.20% [1178500/1251000] [942.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000055] [CE 3.801 (3.787)] [KD 1.546 (1.584)] 2024-10-19 06:27:14,068 - Train: 94.21% [1178550/1251000] [942.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000055] [CE 3.658 (3.698)] [KD 1.629 (1.587)] 2024-10-19 06:27:26,296 - Train: 94.21% [1178600/1251000] [942.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000054] [CE 3.398 (3.723)] [KD 1.387 (1.599)] 2024-10-19 06:27:38,363 - Train: 94.22% [1178650/1251000] [942.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000054] [CE 3.091 (3.712)] [KD 1.230 (1.599)] 2024-10-19 06:27:50,530 - Train: 94.22% [1178700/1251000] [942.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000054] [CE 3.663 (3.682)] [KD 1.503 (1.571)] 2024-10-19 06:28:02,753 - Train: 94.22% [1178750/1251000] [942.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000054] [CE 4.030 (3.722)] [KD 1.773 (1.616)] 2024-10-19 06:28:14,948 - Train: 94.23% [1178800/1251000] [942.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 3.521 (3.816)] [KD 1.504 (1.639)] 2024-10-19 06:28:27,379 - Train: 94.23% [1178850/1251000] [942.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 4.496 (3.730)] [KD 2.040 (1.604)] 2024-10-19 06:28:39,428 - Train: 94.24% [1178900/1251000] [942.4/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000054] [CE 3.851 (3.781)] [KD 1.720 (1.619)] 2024-10-19 06:28:51,490 - Train: 94.24% [1178950/1251000] [942.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000054] [CE 3.922 (3.709)] [KD 1.695 (1.589)] 2024-10-19 06:29:03,699 - Train: 94.24% [1179000/1251000] [942.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000054] [CE 3.653 (3.782)] [KD 1.478 (1.616)] 2024-10-19 06:29:16,003 - Train: 94.25% [1179050/1251000] [942.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000054] [CE 3.581 (3.773)] [KD 1.640 (1.618)] 2024-10-19 06:29:28,007 - Train: 94.25% [1179100/1251000] [942.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000054] [CE 3.885 (3.813)] [KD 1.635 (1.645)] 2024-10-19 06:29:40,412 - Train: 94.26% [1179150/1251000] [942.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000054] [CE 3.170 (3.735)] [KD 1.410 (1.599)] 2024-10-19 06:29:52,871 - Train: 94.26% [1179200/1251000] [942.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000054] [CE 3.829 (3.753)] [KD 1.637 (1.598)] 2024-10-19 06:30:04,804 - Train: 94.26% [1179250/1251000] [942.6/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.000054] [CE 3.456 (3.691)] [KD 1.451 (1.567)] 2024-10-19 06:30:16,981 - Train: 94.27% [1179300/1251000] [942.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 4.148 (3.713)] [KD 1.868 (1.591)] 2024-10-19 06:30:28,989 - Train: 94.27% [1179350/1251000] [942.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000054] [CE 3.940 (3.773)] [KD 1.651 (1.606)] 2024-10-19 06:30:41,284 - Train: 94.28% [1179400/1251000] [942.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000054] [CE 3.809 (3.751)] [KD 1.471 (1.602)] 2024-10-19 06:30:53,423 - Train: 94.28% [1179450/1251000] [942.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000054] [CE 3.984 (3.817)] [KD 1.687 (1.635)] 2024-10-19 06:31:05,506 - Train: 94.28% [1179500/1251000] [942.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000054] [CE 3.073 (3.753)] [KD 1.365 (1.609)] 2024-10-19 06:31:17,440 - Train: 94.29% [1179550/1251000] [942.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000054] [CE 3.439 (3.763)] [KD 1.374 (1.611)] 2024-10-19 06:31:29,709 - Train: 94.29% [1179600/1251000] [942.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000054] [CE 3.606 (3.764)] [KD 1.618 (1.628)] 2024-10-19 06:31:41,794 - Train: 94.30% [1179650/1251000] [943.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000054] [CE 3.881 (3.746)] [KD 1.599 (1.614)] 2024-10-19 06:32:04,263 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41384] [top5_cnt 48159] [top_all 50000] 2024-10-19 06:32:04,263 - net: 82.768 (96.318) 2024-10-19 06:32:16,350 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41559] [top5_cnt 48178] [top_all 50000] 2024-10-19 06:32:16,351 - net_E: 83.118 (96.356) 2024-10-19 06:32:16,501 - Max [top1: 82.892 (epoch: 941)] [top1-ema: 83.124 (epoch: 931)] 2024-10-19 06:32:16,502 - ==> Total time: 3 days, 15:18:57 Eta: 5:16:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:32:22,369 - Train: 94.30% [1179700/1251000] [943.0/1000.0] [batch_t 0.237 (0.618)] [data_t 0.009] [optim_t 0.228] [lr 0.000054] [CE 3.755 (3.801)] [KD 1.617 (1.626)] 2024-10-19 06:32:34,447 - Train: 94.30% [1179750/1251000] [943.0/1000.0] [batch_t 0.332 (0.241)] [data_t 0.009] [optim_t 0.323] [lr 0.000054] [CE 3.743 (3.746)] [KD 1.705 (1.607)] 2024-10-19 06:32:46,454 - Train: 94.31% [1179800/1251000] [943.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 3.554 (3.776)] [KD 1.509 (1.625)] 2024-10-19 06:32:58,877 - Train: 94.31% [1179850/1251000] [943.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000054] [CE 3.943 (3.750)] [KD 1.678 (1.607)] 2024-10-19 06:33:10,677 - Train: 94.32% [1179900/1251000] [943.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000054] [CE 3.135 (3.742)] [KD 1.385 (1.596)] 2024-10-19 06:33:22,505 - Train: 94.32% [1179950/1251000] [943.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 3.723 (3.750)] [KD 1.560 (1.598)] 2024-10-19 06:33:34,443 - Train: 94.32% [1180000/1251000] [943.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000054] [CE 3.653 (3.694)] [KD 1.588 (1.567)] 2024-10-19 06:33:46,585 - Train: 94.33% [1180050/1251000] [943.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000054] [CE 3.270 (3.757)] [KD 1.315 (1.600)] 2024-10-19 06:33:58,533 - Train: 94.33% [1180100/1251000] [943.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000053] [CE 3.266 (3.686)] [KD 1.336 (1.578)] 2024-10-19 06:34:10,355 - Train: 94.34% [1180150/1251000] [943.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.652 (3.786)] [KD 1.647 (1.646)] 2024-10-19 06:34:22,416 - Train: 94.34% [1180200/1251000] [943.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000053] [CE 3.117 (3.735)] [KD 1.257 (1.611)] 2024-10-19 06:34:34,536 - Train: 94.34% [1180250/1251000] [943.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000053] [CE 3.700 (3.754)] [KD 1.564 (1.607)] 2024-10-19 06:34:46,345 - Train: 94.35% [1180300/1251000] [943.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.877 (3.794)] [KD 1.759 (1.651)] 2024-10-19 06:34:58,166 - Train: 94.35% [1180350/1251000] [943.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000053] [CE 3.293 (3.742)] [KD 1.379 (1.597)] 2024-10-19 06:35:10,225 - Train: 94.36% [1180400/1251000] [943.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.628 (3.818)] [KD 1.557 (1.632)] 2024-10-19 06:35:22,340 - Train: 94.36% [1180450/1251000] [943.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.757 (3.695)] [KD 1.578 (1.563)] 2024-10-19 06:35:34,296 - Train: 94.36% [1180500/1251000] [943.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 3.187 (3.732)] [KD 1.295 (1.605)] 2024-10-19 06:35:46,384 - Train: 94.37% [1180550/1251000] [943.7/1000.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.253] [lr 0.000053] [CE 3.825 (3.756)] [KD 1.603 (1.614)] 2024-10-19 06:35:59,023 - Train: 94.37% [1180600/1251000] [943.7/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 4.095 (3.781)] [KD 1.817 (1.614)] 2024-10-19 06:36:11,335 - Train: 94.38% [1180650/1251000] [943.8/1000.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.000053] [CE 3.745 (3.755)] [KD 1.584 (1.610)] 2024-10-19 06:36:23,574 - Train: 94.38% [1180700/1251000] [943.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 3.539 (3.751)] [KD 1.560 (1.595)] 2024-10-19 06:36:35,707 - Train: 94.38% [1180750/1251000] [943.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 4.311 (3.776)] [KD 1.855 (1.605)] 2024-10-19 06:36:47,780 - Train: 94.39% [1180800/1251000] [943.9/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.000053] [CE 3.577 (3.766)] [KD 1.551 (1.616)] 2024-10-19 06:37:00,006 - Train: 94.39% [1180850/1251000] [943.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000053] [CE 3.445 (3.728)] [KD 1.390 (1.583)] 2024-10-19 06:37:12,239 - Train: 94.40% [1180900/1251000] [944.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 3.802 (3.766)] [KD 1.641 (1.613)] 2024-10-19 06:37:35,041 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41444] [top5_cnt 48166] [top_all 50000] 2024-10-19 06:37:35,042 - net: 82.888 (96.332) 2024-10-19 06:37:47,700 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 41573] [top5_cnt 48183] [top_all 50000] 2024-10-19 06:37:47,700 - net_E: 83.146 (96.366) 2024-10-19 06:37:47,839 - Max [top1: 82.892 (epoch: 941)] [top1-ema: 83.146 (epoch: 944)] 2024-10-19 06:37:47,839 - ==> Total time: 3 days, 15:24:28 Eta: 5:11:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:37:55,038 - Train: 94.40% [1180950/1251000] [944.0/1000.0] [batch_t 0.235 (0.438)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.856 (3.849)] [KD 1.662 (1.648)] 2024-10-19 06:38:07,359 - Train: 94.40% [1181000/1251000] [944.0/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000053] [CE 3.273 (3.730)] [KD 1.445 (1.588)] 2024-10-19 06:38:19,296 - Train: 94.41% [1181050/1251000] [944.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000053] [CE 3.632 (3.789)] [KD 1.514 (1.605)] 2024-10-19 06:38:31,747 - Train: 94.41% [1181100/1251000] [944.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000053] [CE 3.632 (3.781)] [KD 1.510 (1.652)] 2024-10-19 06:38:43,418 - Train: 94.42% [1181150/1251000] [944.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.831 (3.732)] [KD 1.511 (1.591)] 2024-10-19 06:38:55,516 - Train: 94.42% [1181200/1251000] [944.2/1000.0] [batch_t 0.286 (0.242)] [data_t 0.009] [optim_t 0.277] [lr 0.000053] [CE 3.158 (3.736)] [KD 1.324 (1.616)] 2024-10-19 06:39:07,917 - Train: 94.42% [1181250/1251000] [944.2/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.000053] [CE 4.039 (3.769)] [KD 1.787 (1.619)] 2024-10-19 06:39:20,242 - Train: 94.43% [1181300/1251000] [944.3/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000053] [CE 4.170 (3.788)] [KD 1.757 (1.629)] 2024-10-19 06:39:32,861 - Train: 94.43% [1181350/1251000] [944.3/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 3.449 (3.748)] [KD 1.438 (1.610)] 2024-10-19 06:39:45,209 - Train: 94.44% [1181400/1251000] [944.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 3.997 (3.749)] [KD 1.685 (1.600)] 2024-10-19 06:39:57,564 - Train: 94.44% [1181450/1251000] [944.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000053] [CE 3.406 (3.702)] [KD 1.382 (1.577)] 2024-10-19 06:40:10,267 - Train: 94.44% [1181500/1251000] [944.4/1000.0] [batch_t 0.278 (0.254)] [data_t 0.009] [optim_t 0.269] [lr 0.000053] [CE 3.835 (3.719)] [KD 1.704 (1.586)] 2024-10-19 06:40:22,633 - Train: 94.45% [1181550/1251000] [944.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000053] [CE 3.902 (3.677)] [KD 1.604 (1.570)] 2024-10-19 06:40:35,063 - Train: 94.45% [1181600/1251000] [944.5/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000052] [CE 3.313 (3.817)] [KD 1.323 (1.630)] 2024-10-19 06:40:47,430 - Train: 94.46% [1181650/1251000] [944.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000052] [CE 3.664 (3.772)] [KD 1.569 (1.614)] 2024-10-19 06:40:59,621 - Train: 94.46% [1181700/1251000] [944.6/1000.0] [batch_t 0.392 (0.244)] [data_t 0.009] [optim_t 0.383] [lr 0.000052] [CE 3.811 (3.784)] [KD 1.768 (1.621)] 2024-10-19 06:41:11,942 - Train: 94.46% [1181750/1251000] [944.6/1000.0] [batch_t 0.270 (0.246)] [data_t 0.009] [optim_t 0.262] [lr 0.000052] [CE 3.555 (3.717)] [KD 1.367 (1.587)] 2024-10-19 06:41:24,403 - Train: 94.47% [1181800/1251000] [944.7/1000.0] [batch_t 0.286 (0.249)] [data_t 0.009] [optim_t 0.277] [lr 0.000052] [CE 3.717 (3.723)] [KD 1.547 (1.589)] 2024-10-19 06:41:36,969 - Train: 94.47% [1181850/1251000] [944.7/1000.0] [batch_t 0.270 (0.251)] [data_t 0.009] [optim_t 0.261] [lr 0.000052] [CE 3.561 (3.692)] [KD 1.455 (1.565)] 2024-10-19 06:41:49,550 - Train: 94.48% [1181900/1251000] [944.8/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 3.806 (3.755)] [KD 1.606 (1.606)] 2024-10-19 06:42:01,884 - Train: 94.48% [1181950/1251000] [944.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000052] [CE 3.756 (3.762)] [KD 1.579 (1.620)] 2024-10-19 06:42:14,173 - Train: 94.48% [1182000/1251000] [944.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000052] [CE 3.277 (3.782)] [KD 1.370 (1.624)] 2024-10-19 06:42:26,345 - Train: 94.49% [1182050/1251000] [944.9/1000.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.000052] [CE 3.329 (3.693)] [KD 1.512 (1.580)] 2024-10-19 06:42:38,567 - Train: 94.49% [1182100/1251000] [944.9/1000.0] [batch_t 0.281 (0.244)] [data_t 0.009] [optim_t 0.272] [lr 0.000052] [CE 3.798 (3.817)] [KD 1.572 (1.634)] 2024-10-19 06:42:50,830 - Train: 94.50% [1182150/1251000] [945.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000052] [CE 3.618 (3.720)] [KD 1.513 (1.580)] 2024-10-19 06:43:14,392 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 41453] [top5_cnt 48125] [top_all 50000] 2024-10-19 06:43:14,393 - net: 82.906 (96.250) 2024-10-19 06:43:26,689 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41566] [top5_cnt 48177] [top_all 50000] 2024-10-19 06:43:26,690 - net_E: 83.132 (96.354) 2024-10-19 06:43:26,811 - Max [top1: 82.906 (epoch: 945)] [top1-ema: 83.146 (epoch: 944)] 2024-10-19 06:43:26,811 - ==> Total time: 3 days, 15:30:07 Eta: 5:05:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:43:34,308 - Train: 94.50% [1182200/1251000] [945.0/1000.0] [batch_t 0.232 (0.499)] [data_t 0.009] [optim_t 0.223] [lr 0.000052] [CE 3.787 (3.700)] [KD 1.592 (1.535)] 2024-10-19 06:43:46,082 - Train: 94.50% [1182250/1251000] [945.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 4.130 (3.799)] [KD 1.805 (1.625)] 2024-10-19 06:43:57,996 - Train: 94.51% [1182300/1251000] [945.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 3.903 (3.787)] [KD 1.668 (1.624)] 2024-10-19 06:44:10,754 - Train: 94.51% [1182350/1251000] [945.1/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 3.673 (3.724)] [KD 1.564 (1.603)] 2024-10-19 06:44:22,689 - Train: 94.52% [1182400/1251000] [945.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000052] [CE 3.272 (3.662)] [KD 1.460 (1.570)] 2024-10-19 06:44:34,463 - Train: 94.52% [1182450/1251000] [945.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 3.502 (3.657)] [KD 1.499 (1.559)] 2024-10-19 06:44:46,423 - Train: 94.52% [1182500/1251000] [945.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000052] [CE 4.306 (3.734)] [KD 1.903 (1.591)] 2024-10-19 06:44:58,612 - Train: 94.53% [1182550/1251000] [945.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 4.155 (3.757)] [KD 1.802 (1.623)] 2024-10-19 06:45:10,507 - Train: 94.53% [1182600/1251000] [945.3/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000052] [CE 3.650 (3.699)] [KD 1.600 (1.572)] 2024-10-19 06:45:22,694 - Train: 94.54% [1182650/1251000] [945.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000052] [CE 3.438 (3.730)] [KD 1.498 (1.608)] 2024-10-19 06:45:34,602 - Train: 94.54% [1182700/1251000] [945.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000052] [CE 3.331 (3.742)] [KD 1.342 (1.595)] 2024-10-19 06:45:46,708 - Train: 94.54% [1182750/1251000] [945.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000052] [CE 4.185 (3.770)] [KD 1.755 (1.607)] 2024-10-19 06:45:58,642 - Train: 94.55% [1182800/1251000] [945.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 4.126 (3.745)] [KD 1.787 (1.592)] 2024-10-19 06:46:10,383 - Train: 94.55% [1182850/1251000] [945.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 3.313 (3.730)] [KD 1.343 (1.590)] 2024-10-19 06:46:22,233 - Train: 94.56% [1182900/1251000] [945.6/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 4.102 (3.758)] [KD 1.944 (1.596)] 2024-10-19 06:46:34,609 - Train: 94.56% [1182950/1251000] [945.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000052] [CE 3.711 (3.730)] [KD 1.568 (1.593)] 2024-10-19 06:46:46,605 - Train: 94.56% [1183000/1251000] [945.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 3.280 (3.758)] [KD 1.325 (1.598)] 2024-10-19 06:46:58,339 - Train: 94.57% [1183050/1251000] [945.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000052] [CE 3.907 (3.738)] [KD 1.714 (1.595)] 2024-10-19 06:47:10,661 - Train: 94.57% [1183100/1251000] [945.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000052] [CE 3.934 (3.728)] [KD 1.749 (1.606)] 2024-10-19 06:47:22,956 - Train: 94.58% [1183150/1251000] [945.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000052] [CE 4.450 (3.839)] [KD 1.832 (1.640)] 2024-10-19 06:47:35,054 - Train: 94.58% [1183200/1251000] [945.8/1000.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.000051] [CE 3.452 (3.782)] [KD 1.508 (1.625)] 2024-10-19 06:47:47,267 - Train: 94.58% [1183250/1251000] [945.8/1000.0] [batch_t 0.265 (0.244)] [data_t 0.009] [optim_t 0.256] [lr 0.000051] [CE 4.212 (3.797)] [KD 1.874 (1.603)] 2024-10-19 06:47:59,505 - Train: 94.59% [1183300/1251000] [945.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000051] [CE 3.271 (3.677)] [KD 1.427 (1.568)] 2024-10-19 06:48:11,853 - Train: 94.59% [1183350/1251000] [945.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000051] [CE 3.929 (3.832)] [KD 1.765 (1.663)] 2024-10-19 06:48:24,188 - Train: 94.60% [1183400/1251000] [946.0/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000051] [CE 4.317 (3.801)] [KD 2.007 (1.624)] 2024-10-19 06:48:47,249 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41410] [top5_cnt 48114] [top_all 50000] 2024-10-19 06:48:47,249 - net: 82.820 (96.228) 2024-10-19 06:48:59,395 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41590] [top5_cnt 48184] [top_all 50000] 2024-10-19 06:48:59,395 - net_E: 83.180 (96.368) 2024-10-19 06:48:59,539 - Max [top1: 82.906 (epoch: 945)] [top1-ema: 83.180 (epoch: 946)] 2024-10-19 06:48:59,539 - ==> Total time: 3 days, 15:35:40 Eta: 5:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:49:08,933 - Train: 94.60% [1183450/1251000] [946.0/1000.0] [batch_t 0.229 (0.546)] [data_t 0.009] [optim_t 0.221] [lr 0.000051] [CE 3.457 (3.740)] [KD 1.564 (1.596)] 2024-10-19 06:49:21,070 - Train: 94.60% [1183500/1251000] [946.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 3.861 (3.788)] [KD 1.653 (1.624)] 2024-10-19 06:49:33,232 - Train: 94.61% [1183550/1251000] [946.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000051] [CE 4.148 (3.727)] [KD 1.734 (1.592)] 2024-10-19 06:49:45,228 - Train: 94.61% [1183600/1251000] [946.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000051] [CE 3.717 (3.691)] [KD 1.610 (1.561)] 2024-10-19 06:49:57,022 - Train: 94.62% [1183650/1251000] [946.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000051] [CE 3.435 (3.744)] [KD 1.540 (1.595)] 2024-10-19 06:50:08,764 - Train: 94.62% [1183700/1251000] [946.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000051] [CE 3.421 (3.761)] [KD 1.427 (1.601)] 2024-10-19 06:50:20,676 - Train: 94.62% [1183750/1251000] [946.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.995 (3.817)] [KD 1.670 (1.629)] 2024-10-19 06:50:32,712 - Train: 94.63% [1183800/1251000] [946.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000051] [CE 3.657 (3.673)] [KD 1.437 (1.578)] 2024-10-19 06:50:44,471 - Train: 94.63% [1183850/1251000] [946.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000051] [CE 3.564 (3.768)] [KD 1.371 (1.609)] 2024-10-19 06:50:56,535 - Train: 94.64% [1183900/1251000] [946.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 3.652 (3.692)] [KD 1.629 (1.560)] 2024-10-19 06:51:08,762 - Train: 94.64% [1183950/1251000] [946.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.625 (3.764)] [KD 1.555 (1.610)] 2024-10-19 06:51:20,787 - Train: 94.64% [1184000/1251000] [946.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000051] [CE 3.891 (3.715)] [KD 1.610 (1.584)] 2024-10-19 06:51:32,609 - Train: 94.65% [1184050/1251000] [946.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 3.585 (3.770)] [KD 1.515 (1.605)] 2024-10-19 06:51:44,426 - Train: 94.65% [1184100/1251000] [946.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000051] [CE 3.800 (3.789)] [KD 1.632 (1.621)] 2024-10-19 06:51:56,672 - Train: 94.66% [1184150/1251000] [946.6/1000.0] [batch_t 0.366 (0.245)] [data_t 0.009] [optim_t 0.357] [lr 0.000051] [CE 3.909 (3.823)] [KD 1.583 (1.640)] 2024-10-19 06:52:08,840 - Train: 94.66% [1184200/1251000] [946.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000051] [CE 3.228 (3.678)] [KD 1.400 (1.573)] 2024-10-19 06:52:20,792 - Train: 94.66% [1184250/1251000] [946.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000051] [CE 3.588 (3.741)] [KD 1.510 (1.584)] 2024-10-19 06:52:32,691 - Train: 94.67% [1184300/1251000] [946.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000051] [CE 3.341 (3.779)] [KD 1.454 (1.598)] 2024-10-19 06:52:44,580 - Train: 94.67% [1184350/1251000] [946.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.974 (3.820)] [KD 1.714 (1.627)] 2024-10-19 06:52:56,659 - Train: 94.68% [1184400/1251000] [946.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000051] [CE 3.747 (3.751)] [KD 1.718 (1.632)] 2024-10-19 06:53:08,809 - Train: 94.68% [1184450/1251000] [946.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000051] [CE 3.558 (3.754)] [KD 1.535 (1.597)] 2024-10-19 06:53:20,700 - Train: 94.68% [1184500/1251000] [946.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 3.900 (3.745)] [KD 1.588 (1.617)] 2024-10-19 06:53:32,735 - Train: 94.69% [1184550/1251000] [946.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.600 (3.777)] [KD 1.500 (1.613)] 2024-10-19 06:53:44,888 - Train: 94.69% [1184600/1251000] [946.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.325 (3.711)] [KD 1.379 (1.589)] 2024-10-19 06:53:56,717 - Train: 94.70% [1184650/1251000] [947.0/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000051] [CE 3.603 (3.788)] [KD 1.466 (1.611)] 2024-10-19 06:54:20,212 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 41458] [top5_cnt 48146] [top_all 50000] 2024-10-19 06:54:20,213 - net: 82.916 (96.292) 2024-10-19 06:54:32,488 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.238)] [top1_cnt 41581] [top5_cnt 48180] [top_all 50000] 2024-10-19 06:54:32,489 - net_E: 83.162 (96.360) 2024-10-19 06:54:32,626 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.180 (epoch: 946)] 2024-10-19 06:54:32,627 - ==> Total time: 3 days, 15:41:13 Eta: 4:54:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 06:54:38,957 - Train: 94.70% [1184700/1251000] [947.0/1000.0] [batch_t 0.229 (0.582)] [data_t 0.009] [optim_t 0.221] [lr 0.000051] [CE 3.325 (3.594)] [KD 1.446 (1.521)] 2024-10-19 06:54:51,343 - Train: 94.70% [1184750/1251000] [947.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000051] [CE 3.435 (3.752)] [KD 1.388 (1.592)] 2024-10-19 06:55:03,687 - Train: 94.71% [1184800/1251000] [947.1/1000.0] [batch_t 0.475 (0.247)] [data_t 0.009] [optim_t 0.466] [lr 0.000050] [CE 4.345 (3.787)] [KD 1.926 (1.629)] 2024-10-19 06:55:15,379 - Train: 94.71% [1184850/1251000] [947.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000050] [CE 3.944 (3.777)] [KD 1.658 (1.599)] 2024-10-19 06:55:27,290 - Train: 94.72% [1184900/1251000] [947.2/1000.0] [batch_t 0.451 (0.238)] [data_t 0.009] [optim_t 0.442] [lr 0.000050] [CE 3.798 (3.812)] [KD 1.620 (1.631)] 2024-10-19 06:55:39,235 - Train: 94.72% [1184950/1251000] [947.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.786 (3.740)] [KD 1.663 (1.581)] 2024-10-19 06:55:51,098 - Train: 94.72% [1185000/1251000] [947.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000050] [CE 3.337 (3.784)] [KD 1.431 (1.613)] 2024-10-19 06:56:03,126 - Train: 94.73% [1185050/1251000] [947.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000050] [CE 3.795 (3.769)] [KD 1.641 (1.624)] 2024-10-19 06:56:15,056 - Train: 94.73% [1185100/1251000] [947.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000050] [CE 3.477 (3.720)] [KD 1.538 (1.579)] 2024-10-19 06:56:27,086 - Train: 94.74% [1185150/1251000] [947.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.669 (3.731)] [KD 1.695 (1.586)] 2024-10-19 06:56:38,969 - Train: 94.74% [1185200/1251000] [947.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 4.036 (3.693)] [KD 1.668 (1.573)] 2024-10-19 06:56:51,127 - Train: 94.74% [1185250/1251000] [947.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000050] [CE 3.404 (3.690)] [KD 1.460 (1.555)] 2024-10-19 06:57:02,922 - Train: 94.75% [1185300/1251000] [947.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.402 (3.717)] [KD 1.315 (1.589)] 2024-10-19 06:57:15,018 - Train: 94.75% [1185350/1251000] [947.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.550 (3.771)] [KD 1.436 (1.594)] 2024-10-19 06:57:27,101 - Train: 94.76% [1185400/1251000] [947.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000050] [CE 4.004 (3.730)] [KD 1.629 (1.570)] 2024-10-19 06:57:39,155 - Train: 94.76% [1185450/1251000] [947.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000050] [CE 3.485 (3.709)] [KD 1.570 (1.592)] 2024-10-19 06:57:50,933 - Train: 94.76% [1185500/1251000] [947.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.684 (3.719)] [KD 1.463 (1.586)] 2024-10-19 06:58:02,985 - Train: 94.77% [1185550/1251000] [947.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000050] [CE 3.563 (3.731)] [KD 1.467 (1.585)] 2024-10-19 06:58:15,011 - Train: 94.77% [1185600/1251000] [947.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.590 (3.695)] [KD 1.523 (1.564)] 2024-10-19 06:58:26,895 - Train: 94.78% [1185650/1251000] [947.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.594 (3.730)] [KD 1.506 (1.597)] 2024-10-19 06:58:38,778 - Train: 94.78% [1185700/1251000] [947.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000050] [CE 3.686 (3.792)] [KD 1.641 (1.627)] 2024-10-19 06:58:50,953 - Train: 94.78% [1185750/1251000] [947.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000050] [CE 3.526 (3.776)] [KD 1.543 (1.612)] 2024-10-19 06:59:03,035 - Train: 94.79% [1185800/1251000] [947.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000050] [CE 3.932 (3.808)] [KD 1.651 (1.630)] 2024-10-19 06:59:15,078 - Train: 94.79% [1185850/1251000] [947.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000050] [CE 4.220 (3.772)] [KD 1.748 (1.596)] 2024-10-19 06:59:27,155 - Train: 94.80% [1185900/1251000] [948.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.851 (3.754)] [KD 1.713 (1.615)] 2024-10-19 06:59:50,885 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41421] [top5_cnt 48157] [top_all 50000] 2024-10-19 06:59:50,885 - net: 82.842 (96.314) 2024-10-19 07:00:03,002 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41572] [top5_cnt 48184] [top_all 50000] 2024-10-19 07:00:03,003 - net_E: 83.144 (96.368) 2024-10-19 07:00:03,124 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.180 (epoch: 946)] 2024-10-19 07:00:03,124 - ==> Total time: 3 days, 15:46:43 Eta: 4:48:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:00:09,745 - Train: 94.80% [1185950/1251000] [948.0/1000.0] [batch_t 0.231 (0.857)] [data_t 0.009] [optim_t 0.222] [lr 0.000050] [CE 3.776 (3.950)] [KD 1.671 (1.745)] 2024-10-19 07:00:21,640 - Train: 94.80% [1186000/1251000] [948.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.517 (3.752)] [KD 1.480 (1.586)] 2024-10-19 07:00:34,001 - Train: 94.81% [1186050/1251000] [948.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.613 (3.658)] [KD 1.676 (1.568)] 2024-10-19 07:00:45,728 - Train: 94.81% [1186100/1251000] [948.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 3.728 (3.721)] [KD 1.679 (1.589)] 2024-10-19 07:00:57,378 - Train: 94.82% [1186150/1251000] [948.2/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000050] [CE 3.583 (3.721)] [KD 1.511 (1.568)] 2024-10-19 07:01:09,641 - Train: 94.82% [1186200/1251000] [948.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.771 (3.654)] [KD 1.540 (1.548)] 2024-10-19 07:01:21,695 - Train: 94.82% [1186250/1251000] [948.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 3.526 (3.715)] [KD 1.505 (1.584)] 2024-10-19 07:01:33,437 - Train: 94.83% [1186300/1251000] [948.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000050] [CE 3.701 (3.697)] [KD 1.621 (1.570)] 2024-10-19 07:01:45,131 - Train: 94.83% [1186350/1251000] [948.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000050] [CE 3.995 (3.809)] [KD 1.727 (1.622)] 2024-10-19 07:01:57,387 - Train: 94.84% [1186400/1251000] [948.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000049] [CE 3.664 (3.797)] [KD 1.431 (1.621)] 2024-10-19 07:02:09,254 - Train: 94.84% [1186450/1251000] [948.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.597 (3.759)] [KD 1.564 (1.607)] 2024-10-19 07:02:21,313 - Train: 94.84% [1186500/1251000] [948.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.578 (3.793)] [KD 1.464 (1.628)] 2024-10-19 07:02:33,102 - Train: 94.85% [1186550/1251000] [948.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.629 (3.737)] [KD 1.383 (1.594)] 2024-10-19 07:02:44,971 - Train: 94.85% [1186600/1251000] [948.5/1000.0] [batch_t 0.271 (0.237)] [data_t 0.009] [optim_t 0.262] [lr 0.000049] [CE 3.922 (3.747)] [KD 1.630 (1.582)] 2024-10-19 07:02:57,415 - Train: 94.86% [1186650/1251000] [948.6/1000.0] [batch_t 0.250 (0.249)] [data_t 0.009] [optim_t 0.241] [lr 0.000049] [CE 4.464 (3.812)] [KD 1.758 (1.619)] 2024-10-19 07:03:09,943 - Train: 94.86% [1186700/1251000] [948.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000049] [CE 3.784 (3.765)] [KD 1.595 (1.601)] 2024-10-19 07:03:21,885 - Train: 94.86% [1186750/1251000] [948.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000049] [CE 4.112 (3.726)] [KD 1.798 (1.578)] 2024-10-19 07:03:33,961 - Train: 94.87% [1186800/1251000] [948.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 4.102 (3.794)] [KD 1.778 (1.622)] 2024-10-19 07:03:45,934 - Train: 94.87% [1186850/1251000] [948.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000049] [CE 4.007 (3.704)] [KD 1.667 (1.571)] 2024-10-19 07:03:57,735 - Train: 94.88% [1186900/1251000] [948.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000049] [CE 3.783 (3.767)] [KD 1.611 (1.593)] 2024-10-19 07:04:09,995 - Train: 94.88% [1186950/1251000] [948.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000049] [CE 4.181 (3.780)] [KD 1.742 (1.608)] 2024-10-19 07:04:21,817 - Train: 94.88% [1187000/1251000] [948.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000049] [CE 3.901 (3.791)] [KD 1.574 (1.610)] 2024-10-19 07:04:34,496 - Train: 94.89% [1187050/1251000] [948.9/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000049] [CE 3.433 (3.666)] [KD 1.406 (1.558)] 2024-10-19 07:04:46,331 - Train: 94.89% [1187100/1251000] [948.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.727 (3.760)] [KD 1.485 (1.602)] 2024-10-19 07:04:58,176 - Train: 94.90% [1187150/1251000] [949.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.960 (3.734)] [KD 1.715 (1.578)] 2024-10-19 07:05:21,793 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41427] [top5_cnt 48132] [top_all 50000] 2024-10-19 07:05:21,794 - net: 82.854 (96.264) 2024-10-19 07:05:33,819 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41592] [top5_cnt 48194] [top_all 50000] 2024-10-19 07:05:33,819 - net_E: 83.184 (96.388) 2024-10-19 07:05:33,952 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.184 (epoch: 949)] 2024-10-19 07:05:33,952 - ==> Total time: 3 days, 15:52:14 Eta: 4:43:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:05:39,295 - Train: 94.90% [1187200/1251000] [949.0/1000.0] [batch_t 1.149 (1.149)] [data_t 0.926] [optim_t 0.223] [lr 0.000049] [CE 3.353 (3.353)] [KD 1.446 (1.446)] 2024-10-19 07:05:51,120 - Train: 94.90% [1187250/1251000] [949.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.767 (3.731)] [KD 1.437 (1.594)] 2024-10-19 07:06:03,639 - Train: 94.91% [1187300/1251000] [949.1/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.164 (3.743)] [KD 1.321 (1.596)] 2024-10-19 07:06:15,647 - Train: 94.91% [1187350/1251000] [949.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000049] [CE 3.415 (3.737)] [KD 1.454 (1.594)] 2024-10-19 07:06:27,284 - Train: 94.92% [1187400/1251000] [949.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000049] [CE 3.568 (3.807)] [KD 1.563 (1.633)] 2024-10-19 07:06:39,196 - Train: 94.92% [1187450/1251000] [949.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000049] [CE 3.989 (3.742)] [KD 1.712 (1.603)] 2024-10-19 07:06:51,304 - Train: 94.92% [1187500/1251000] [949.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000049] [CE 3.835 (3.698)] [KD 1.653 (1.582)] 2024-10-19 07:07:03,239 - Train: 94.93% [1187550/1251000] [949.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000049] [CE 3.860 (3.725)] [KD 1.612 (1.573)] 2024-10-19 07:07:15,289 - Train: 94.93% [1187600/1251000] [949.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000049] [CE 4.009 (3.704)] [KD 1.710 (1.570)] 2024-10-19 07:07:27,180 - Train: 94.94% [1187650/1251000] [949.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000049] [CE 3.809 (3.780)] [KD 1.642 (1.602)] 2024-10-19 07:07:39,271 - Train: 94.94% [1187700/1251000] [949.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000049] [CE 4.073 (3.773)] [KD 1.778 (1.624)] 2024-10-19 07:07:51,286 - Train: 94.94% [1187750/1251000] [949.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000049] [CE 3.730 (3.728)] [KD 1.574 (1.583)] 2024-10-19 07:08:02,990 - Train: 94.95% [1187800/1251000] [949.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000049] [CE 4.141 (3.764)] [KD 1.846 (1.591)] 2024-10-19 07:08:14,762 - Train: 94.95% [1187850/1251000] [949.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.915 (3.802)] [KD 1.522 (1.616)] 2024-10-19 07:08:26,890 - Train: 94.96% [1187900/1251000] [949.6/1000.0] [batch_t 0.294 (0.242)] [data_t 0.009] [optim_t 0.286] [lr 0.000049] [CE 3.906 (3.764)] [KD 1.737 (1.612)] 2024-10-19 07:08:39,000 - Train: 94.96% [1187950/1251000] [949.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000049] [CE 3.388 (3.758)] [KD 1.442 (1.598)] 2024-10-19 07:08:50,755 - Train: 94.96% [1188000/1251000] [949.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000049] [CE 3.977 (3.754)] [KD 1.744 (1.604)] 2024-10-19 07:09:02,507 - Train: 94.97% [1188050/1251000] [949.7/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000049] [CE 3.176 (3.776)] [KD 1.276 (1.609)] 2024-10-19 07:09:14,722 - Train: 94.97% [1188100/1251000] [949.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000048] [CE 3.547 (3.736)] [KD 1.472 (1.585)] 2024-10-19 07:09:26,659 - Train: 94.98% [1188150/1251000] [949.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 4.142 (3.738)] [KD 1.921 (1.611)] 2024-10-19 07:09:38,527 - Train: 94.98% [1188200/1251000] [949.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 4.052 (3.719)] [KD 1.827 (1.580)] 2024-10-19 07:09:50,519 - Train: 94.98% [1188250/1251000] [949.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000048] [CE 3.951 (3.793)] [KD 1.734 (1.621)] 2024-10-19 07:10:02,666 - Train: 94.99% [1188300/1251000] [949.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000048] [CE 3.981 (3.755)] [KD 1.713 (1.598)] 2024-10-19 07:10:14,683 - Train: 94.99% [1188350/1251000] [949.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.898 (3.740)] [KD 1.728 (1.583)] 2024-10-19 07:10:26,558 - Train: 95.00% [1188400/1251000] [950.0/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 4.116 (3.736)] [KD 1.766 (1.577)] 2024-10-19 07:10:38,318 - Train: 95.00% [1188450/1251000] [950.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.744 (3.764)] [KD 1.595 (1.609)] 2024-10-19 07:10:50,295 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41451] [top5_cnt 48146] [top_all 50000] 2024-10-19 07:10:50,296 - net: 82.902 (96.292) 2024-10-19 07:11:02,272 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.232)] [top1_cnt 41597] [top5_cnt 48192] [top_all 50000] 2024-10-19 07:11:02,273 - net_E: 83.194 (96.384) 2024-10-19 07:11:02,423 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:11:02,424 - ==> Total time: 3 days, 15:57:43 Eta: 4:37:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:11:23,115 - Train: 95.00% [1188500/1251000] [950.0/1000.0] [batch_t 0.234 (0.263)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 3.599 (3.745)] [KD 1.506 (1.584)] 2024-10-19 07:11:35,487 - Train: 95.01% [1188550/1251000] [950.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.970 (3.708)] [KD 1.561 (1.564)] 2024-10-19 07:11:47,408 - Train: 95.01% [1188600/1251000] [950.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 4.031 (3.794)] [KD 1.695 (1.611)] 2024-10-19 07:11:59,477 - Train: 95.02% [1188650/1251000] [950.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000048] [CE 3.698 (3.765)] [KD 1.483 (1.594)] 2024-10-19 07:12:11,474 - Train: 95.02% [1188700/1251000] [950.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000048] [CE 3.459 (3.712)] [KD 1.407 (1.577)] 2024-10-19 07:12:23,434 - Train: 95.02% [1188750/1251000] [950.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000048] [CE 3.309 (3.770)] [KD 1.440 (1.607)] 2024-10-19 07:12:35,239 - Train: 95.03% [1188800/1251000] [950.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000048] [CE 3.923 (3.726)] [KD 1.745 (1.592)] 2024-10-19 07:12:47,551 - Train: 95.03% [1188850/1251000] [950.3/1000.0] [batch_t 0.389 (0.246)] [data_t 0.009] [optim_t 0.380] [lr 0.000048] [CE 3.678 (3.684)] [KD 1.375 (1.549)] 2024-10-19 07:12:59,554 - Train: 95.04% [1188900/1251000] [950.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000048] [CE 3.694 (3.801)] [KD 1.544 (1.606)] 2024-10-19 07:13:11,779 - Train: 95.04% [1188950/1251000] [950.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000048] [CE 3.927 (3.743)] [KD 1.787 (1.599)] 2024-10-19 07:13:23,760 - Train: 95.04% [1189000/1251000] [950.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000048] [CE 3.845 (3.748)] [KD 1.533 (1.598)] 2024-10-19 07:13:35,524 - Train: 95.05% [1189050/1251000] [950.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000048] [CE 3.784 (3.782)] [KD 1.580 (1.629)] 2024-10-19 07:13:47,430 - Train: 95.05% [1189100/1251000] [950.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 3.251 (3.750)] [KD 1.359 (1.613)] 2024-10-19 07:13:59,530 - Train: 95.06% [1189150/1251000] [950.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000048] [CE 3.541 (3.814)] [KD 1.493 (1.627)] 2024-10-19 07:14:11,697 - Train: 95.06% [1189200/1251000] [950.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000048] [CE 3.621 (3.697)] [KD 1.493 (1.556)] 2024-10-19 07:14:23,611 - Train: 95.06% [1189250/1251000] [950.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 3.901 (3.783)] [KD 1.651 (1.598)] 2024-10-19 07:14:36,001 - Train: 95.07% [1189300/1251000] [950.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.252 (3.799)] [KD 1.285 (1.606)] 2024-10-19 07:14:47,948 - Train: 95.07% [1189350/1251000] [950.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000048] [CE 3.759 (3.783)] [KD 1.468 (1.614)] 2024-10-19 07:14:59,765 - Train: 95.08% [1189400/1251000] [950.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 3.775 (3.770)] [KD 1.559 (1.610)] 2024-10-19 07:15:11,564 - Train: 95.08% [1189450/1251000] [950.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000048] [CE 4.037 (3.801)] [KD 1.656 (1.612)] 2024-10-19 07:15:23,546 - Train: 95.08% [1189500/1251000] [950.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 3.628 (3.687)] [KD 1.464 (1.555)] 2024-10-19 07:15:35,765 - Train: 95.09% [1189550/1251000] [950.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 3.741 (3.744)] [KD 1.723 (1.607)] 2024-10-19 07:15:47,822 - Train: 95.09% [1189600/1251000] [950.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 4.022 (3.807)] [KD 1.751 (1.633)] 2024-10-19 07:15:59,772 - Train: 95.10% [1189650/1251000] [951.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000048] [CE 4.219 (3.703)] [KD 1.817 (1.567)] 2024-10-19 07:16:11,838 - Train: 95.10% [1189700/1251000] [951.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.598 (3.794)] [KD 1.496 (1.605)] 2024-10-19 07:16:24,206 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41394] [top5_cnt 48153] [top_all 50000] 2024-10-19 07:16:24,207 - net: 82.788 (96.306) 2024-10-19 07:16:36,553 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41566] [top5_cnt 48199] [top_all 50000] 2024-10-19 07:16:36,554 - net_E: 83.132 (96.398) 2024-10-19 07:16:36,674 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:16:36,675 - ==> Total time: 3 days, 16:03:17 Eta: 4:32:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:16:52,002 - Train: 95.10% [1189750/1251000] [951.0/1000.0] [batch_t 0.233 (0.287)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.490 (3.755)] [KD 1.381 (1.598)] 2024-10-19 07:17:03,896 - Train: 95.11% [1189800/1251000] [951.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000048] [CE 3.545 (3.690)] [KD 1.395 (1.557)] 2024-10-19 07:17:16,203 - Train: 95.11% [1189850/1251000] [951.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000047] [CE 4.072 (3.696)] [KD 1.610 (1.560)] 2024-10-19 07:17:28,342 - Train: 95.12% [1189900/1251000] [951.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000047] [CE 3.861 (3.700)] [KD 1.635 (1.575)] 2024-10-19 07:17:40,056 - Train: 95.12% [1189950/1251000] [951.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.937 (3.704)] [KD 1.666 (1.576)] 2024-10-19 07:17:52,104 - Train: 95.12% [1190000/1251000] [951.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.616 (3.718)] [KD 1.544 (1.573)] 2024-10-19 07:18:03,989 - Train: 95.13% [1190050/1251000] [951.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 4.236 (3.716)] [KD 1.789 (1.588)] 2024-10-19 07:18:15,905 - Train: 95.13% [1190100/1251000] [951.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000047] [CE 3.926 (3.742)] [KD 1.806 (1.601)] 2024-10-19 07:18:27,770 - Train: 95.14% [1190150/1251000] [951.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000047] [CE 3.823 (3.748)] [KD 1.627 (1.602)] 2024-10-19 07:18:39,870 - Train: 95.14% [1190200/1251000] [951.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000047] [CE 3.490 (3.752)] [KD 1.521 (1.592)] 2024-10-19 07:18:52,322 - Train: 95.14% [1190250/1251000] [951.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000047] [CE 4.019 (3.774)] [KD 1.698 (1.605)] 2024-10-19 07:19:04,528 - Train: 95.15% [1190300/1251000] [951.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 2.987 (3.722)] [KD 1.295 (1.598)] 2024-10-19 07:19:16,426 - Train: 95.15% [1190350/1251000] [951.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 3.532 (3.781)] [KD 1.476 (1.610)] 2024-10-19 07:19:28,861 - Train: 95.16% [1190400/1251000] [951.6/1000.0] [batch_t 0.371 (0.249)] [data_t 0.009] [optim_t 0.362] [lr 0.000047] [CE 3.994 (3.773)] [KD 1.646 (1.594)] 2024-10-19 07:19:40,681 - Train: 95.16% [1190450/1251000] [951.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000047] [CE 3.681 (3.780)] [KD 1.558 (1.611)] 2024-10-19 07:19:52,797 - Train: 95.16% [1190500/1251000] [951.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.642 (3.781)] [KD 1.451 (1.603)] 2024-10-19 07:20:04,777 - Train: 95.17% [1190550/1251000] [951.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 3.848 (3.730)] [KD 1.581 (1.578)] 2024-10-19 07:20:16,781 - Train: 95.17% [1190600/1251000] [951.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 3.558 (3.735)] [KD 1.512 (1.576)] 2024-10-19 07:20:28,860 - Train: 95.18% [1190650/1251000] [951.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 3.739 (3.697)] [KD 1.672 (1.557)] 2024-10-19 07:20:41,060 - Train: 95.18% [1190700/1251000] [951.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000047] [CE 3.536 (3.749)] [KD 1.561 (1.602)] 2024-10-19 07:20:53,172 - Train: 95.18% [1190750/1251000] [951.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 4.238 (3.758)] [KD 1.801 (1.585)] 2024-10-19 07:21:05,538 - Train: 95.19% [1190800/1251000] [951.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000047] [CE 3.986 (3.788)] [KD 1.794 (1.613)] 2024-10-19 07:21:17,880 - Train: 95.19% [1190850/1251000] [951.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000047] [CE 3.946 (3.796)] [KD 1.591 (1.613)] 2024-10-19 07:21:29,917 - Train: 95.20% [1190900/1251000] [952.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000047] [CE 3.777 (3.708)] [KD 1.595 (1.566)] 2024-10-19 07:21:41,753 - Train: 95.20% [1190950/1251000] [952.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 4.019 (3.740)] [KD 1.672 (1.589)] 2024-10-19 07:21:54,191 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41382] [top5_cnt 48158] [top_all 50000] 2024-10-19 07:21:54,192 - net: 82.764 (96.316) 2024-10-19 07:22:06,434 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41535] [top5_cnt 48196] [top_all 50000] 2024-10-19 07:22:06,434 - net_E: 83.070 (96.392) 2024-10-19 07:22:06,571 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:22:06,571 - ==> Total time: 3 days, 16:08:47 Eta: 4:26:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:22:21,838 - Train: 95.20% [1191000/1251000] [952.0/1000.0] [batch_t 0.248 (0.286)] [data_t 0.009] [optim_t 0.239] [lr 0.000047] [CE 4.050 (3.700)] [KD 1.719 (1.557)] 2024-10-19 07:22:34,219 - Train: 95.21% [1191050/1251000] [952.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000047] [CE 3.502 (3.680)] [KD 1.395 (1.552)] 2024-10-19 07:22:46,346 - Train: 95.21% [1191100/1251000] [952.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000047] [CE 3.439 (3.811)] [KD 1.432 (1.620)] 2024-10-19 07:22:58,424 - Train: 95.22% [1191150/1251000] [952.2/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000047] [CE 4.122 (3.738)] [KD 1.771 (1.582)] 2024-10-19 07:23:10,296 - Train: 95.22% [1191200/1251000] [952.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.258 (3.762)] [KD 1.334 (1.597)] 2024-10-19 07:23:22,140 - Train: 95.22% [1191250/1251000] [952.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.765 (3.818)] [KD 1.726 (1.627)] 2024-10-19 07:23:34,085 - Train: 95.23% [1191300/1251000] [952.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.509 (3.729)] [KD 1.440 (1.565)] 2024-10-19 07:23:46,057 - Train: 95.23% [1191350/1251000] [952.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000047] [CE 3.841 (3.801)] [KD 1.598 (1.619)] 2024-10-19 07:23:58,036 - Train: 95.24% [1191400/1251000] [952.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 3.185 (3.725)] [KD 1.332 (1.582)] 2024-10-19 07:24:10,198 - Train: 95.24% [1191450/1251000] [952.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000047] [CE 3.372 (3.732)] [KD 1.382 (1.572)] 2024-10-19 07:24:22,412 - Train: 95.24% [1191500/1251000] [952.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000047] [CE 3.676 (3.763)] [KD 1.495 (1.593)] 2024-10-19 07:24:34,684 - Train: 95.25% [1191550/1251000] [952.5/1000.0] [batch_t 0.277 (0.245)] [data_t 0.053] [optim_t 0.224] [lr 0.000047] [CE 3.630 (3.756)] [KD 1.607 (1.581)] 2024-10-19 07:24:46,964 - Train: 95.25% [1191600/1251000] [952.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.703 (3.712)] [KD 1.530 (1.560)] 2024-10-19 07:24:59,122 - Train: 95.26% [1191650/1251000] [952.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000046] [CE 3.839 (3.799)] [KD 1.637 (1.629)] 2024-10-19 07:25:11,209 - Train: 95.26% [1191700/1251000] [952.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.853 (3.752)] [KD 1.570 (1.586)] 2024-10-19 07:25:23,505 - Train: 95.26% [1191750/1251000] [952.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 3.982 (3.718)] [KD 1.647 (1.568)] 2024-10-19 07:25:35,685 - Train: 95.27% [1191800/1251000] [952.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 4.071 (3.792)] [KD 1.682 (1.622)] 2024-10-19 07:25:47,822 - Train: 95.27% [1191850/1251000] [952.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.178 (3.812)] [KD 1.296 (1.603)] 2024-10-19 07:26:00,041 - Train: 95.28% [1191900/1251000] [952.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 4.112 (3.725)] [KD 1.794 (1.601)] 2024-10-19 07:26:11,993 - Train: 95.28% [1191950/1251000] [952.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000046] [CE 3.678 (3.671)] [KD 1.629 (1.544)] 2024-10-19 07:26:23,971 - Train: 95.28% [1192000/1251000] [952.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.928 (3.735)] [KD 1.777 (1.580)] 2024-10-19 07:26:35,837 - Train: 95.29% [1192050/1251000] [952.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000046] [CE 3.982 (3.730)] [KD 1.796 (1.583)] 2024-10-19 07:26:48,120 - Train: 95.29% [1192100/1251000] [952.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000046] [CE 3.555 (3.736)] [KD 1.608 (1.602)] 2024-10-19 07:27:00,069 - Train: 95.30% [1192150/1251000] [953.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000046] [CE 3.613 (3.770)] [KD 1.603 (1.610)] 2024-10-19 07:27:11,846 - Train: 95.30% [1192200/1251000] [953.0/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000046] [CE 3.609 (3.737)] [KD 1.548 (1.586)] 2024-10-19 07:27:25,238 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 41394] [top5_cnt 48158] [top_all 50000] 2024-10-19 07:27:25,238 - net: 82.788 (96.316) 2024-10-19 07:27:38,038 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 41551] [top5_cnt 48209] [top_all 50000] 2024-10-19 07:27:38,038 - net_E: 83.102 (96.418) 2024-10-19 07:27:38,198 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:27:38,198 - ==> Total time: 3 days, 16:14:18 Eta: 4:21:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:27:53,896 - Train: 95.30% [1192250/1251000] [953.0/1000.0] [batch_t 0.236 (0.306)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.840 (3.764)] [KD 1.627 (1.598)] 2024-10-19 07:28:06,098 - Train: 95.31% [1192300/1251000] [953.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000046] [CE 3.989 (3.684)] [KD 1.610 (1.561)] 2024-10-19 07:28:18,048 - Train: 95.31% [1192350/1251000] [953.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 3.662 (3.733)] [KD 1.525 (1.589)] 2024-10-19 07:28:30,170 - Train: 95.32% [1192400/1251000] [953.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.803 (3.747)] [KD 1.783 (1.591)] 2024-10-19 07:28:41,891 - Train: 95.32% [1192450/1251000] [953.2/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000046] [CE 3.576 (3.699)] [KD 1.608 (1.575)] 2024-10-19 07:28:53,714 - Train: 95.32% [1192500/1251000] [953.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 3.636 (3.770)] [KD 1.528 (1.617)] 2024-10-19 07:29:05,754 - Train: 95.33% [1192550/1251000] [953.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.826 (3.778)] [KD 1.725 (1.613)] 2024-10-19 07:29:17,861 - Train: 95.33% [1192600/1251000] [953.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000046] [CE 3.469 (3.748)] [KD 1.494 (1.581)] 2024-10-19 07:29:29,764 - Train: 95.34% [1192650/1251000] [953.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.509 (3.772)] [KD 1.377 (1.600)] 2024-10-19 07:29:41,715 - Train: 95.34% [1192700/1251000] [953.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 4.214 (3.765)] [KD 1.778 (1.591)] 2024-10-19 07:29:53,723 - Train: 95.34% [1192750/1251000] [953.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.817 (3.724)] [KD 1.569 (1.572)] 2024-10-19 07:30:05,578 - Train: 95.35% [1192800/1251000] [953.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000046] [CE 3.674 (3.755)] [KD 1.498 (1.590)] 2024-10-19 07:30:17,418 - Train: 95.35% [1192850/1251000] [953.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000046] [CE 4.290 (3.760)] [KD 1.780 (1.594)] 2024-10-19 07:30:29,642 - Train: 95.36% [1192900/1251000] [953.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 3.515 (3.740)] [KD 1.499 (1.567)] 2024-10-19 07:30:41,631 - Train: 95.36% [1192950/1251000] [953.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000046] [CE 3.719 (3.758)] [KD 1.591 (1.598)] 2024-10-19 07:30:53,519 - Train: 95.36% [1193000/1251000] [953.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000046] [CE 3.971 (3.714)] [KD 1.649 (1.578)] 2024-10-19 07:31:05,406 - Train: 95.37% [1193050/1251000] [953.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.510 (3.777)] [KD 1.492 (1.607)] 2024-10-19 07:31:17,419 - Train: 95.37% [1193100/1251000] [953.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000046] [CE 4.287 (3.750)] [KD 1.778 (1.586)] 2024-10-19 07:31:29,268 - Train: 95.38% [1193150/1251000] [953.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 3.852 (3.772)] [KD 1.590 (1.615)] 2024-10-19 07:31:41,185 - Train: 95.38% [1193200/1251000] [953.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000046] [CE 3.726 (3.771)] [KD 1.650 (1.593)] 2024-10-19 07:31:53,249 - Train: 95.38% [1193250/1251000] [953.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000046] [CE 3.709 (3.703)] [KD 1.465 (1.561)] 2024-10-19 07:32:05,200 - Train: 95.39% [1193300/1251000] [953.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.504 (3.796)] [KD 1.438 (1.613)] 2024-10-19 07:32:17,244 - Train: 95.39% [1193350/1251000] [953.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000046] [CE 3.694 (3.726)] [KD 1.541 (1.574)] 2024-10-19 07:32:29,351 - Train: 95.40% [1193400/1251000] [954.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000046] [CE 3.010 (3.687)] [KD 1.189 (1.566)] 2024-10-19 07:32:41,112 - Train: 95.40% [1193450/1251000] [954.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000045] [CE 3.686 (3.793)] [KD 1.506 (1.625)] 2024-10-19 07:32:54,433 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 41444] [top5_cnt 48149] [top_all 50000] 2024-10-19 07:32:54,434 - net: 82.888 (96.298) 2024-10-19 07:33:07,170 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 41548] [top5_cnt 48210] [top_all 50000] 2024-10-19 07:33:07,171 - net_E: 83.096 (96.420) 2024-10-19 07:33:07,325 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:33:07,326 - ==> Total time: 3 days, 16:19:47 Eta: 4:15:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:33:22,155 - Train: 95.40% [1193500/1251000] [954.0/1000.0] [batch_t 0.233 (0.290)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.219 (3.711)] [KD 1.285 (1.573)] 2024-10-19 07:33:34,090 - Train: 95.41% [1193550/1251000] [954.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.700 (3.692)] [KD 1.570 (1.574)] 2024-10-19 07:33:46,273 - Train: 95.41% [1193600/1251000] [954.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.618 (3.763)] [KD 1.572 (1.601)] 2024-10-19 07:33:58,381 - Train: 95.42% [1193650/1251000] [954.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.347 (3.767)] [KD 1.480 (1.580)] 2024-10-19 07:34:10,394 - Train: 95.42% [1193700/1251000] [954.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.589 (3.734)] [KD 1.620 (1.582)] 2024-10-19 07:34:22,610 - Train: 95.42% [1193750/1251000] [954.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 4.089 (3.726)] [KD 1.787 (1.581)] 2024-10-19 07:34:34,626 - Train: 95.43% [1193800/1251000] [954.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.981 (3.783)] [KD 1.630 (1.598)] 2024-10-19 07:34:46,682 - Train: 95.43% [1193850/1251000] [954.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.692 (3.780)] [KD 1.436 (1.594)] 2024-10-19 07:34:58,422 - Train: 95.44% [1193900/1251000] [954.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.839 (3.807)] [KD 1.585 (1.622)] 2024-10-19 07:35:10,575 - Train: 95.44% [1193950/1251000] [954.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.880 (3.739)] [KD 1.692 (1.593)] 2024-10-19 07:35:22,487 - Train: 95.44% [1194000/1251000] [954.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.697 (3.730)] [KD 1.701 (1.589)] 2024-10-19 07:35:34,581 - Train: 95.45% [1194050/1251000] [954.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.840 (3.712)] [KD 1.746 (1.575)] 2024-10-19 07:35:46,342 - Train: 95.45% [1194100/1251000] [954.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.819 (3.741)] [KD 1.643 (1.586)] 2024-10-19 07:35:58,354 - Train: 95.46% [1194150/1251000] [954.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.972 (3.742)] [KD 1.682 (1.573)] 2024-10-19 07:36:10,221 - Train: 95.46% [1194200/1251000] [954.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.600 (3.734)] [KD 1.539 (1.562)] 2024-10-19 07:36:22,246 - Train: 95.46% [1194250/1251000] [954.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000045] [CE 3.853 (3.719)] [KD 1.633 (1.571)] 2024-10-19 07:36:34,173 - Train: 95.47% [1194300/1251000] [954.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000045] [CE 3.985 (3.742)] [KD 1.684 (1.575)] 2024-10-19 07:36:46,196 - Train: 95.47% [1194350/1251000] [954.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.984 (3.686)] [KD 1.748 (1.548)] 2024-10-19 07:36:58,140 - Train: 95.48% [1194400/1251000] [954.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.679 (3.687)] [KD 1.532 (1.543)] 2024-10-19 07:37:10,173 - Train: 95.48% [1194450/1251000] [954.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.832 (3.732)] [KD 1.628 (1.579)] 2024-10-19 07:37:21,966 - Train: 95.48% [1194500/1251000] [954.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.871 (3.736)] [KD 1.587 (1.581)] 2024-10-19 07:37:33,981 - Train: 95.49% [1194550/1251000] [954.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.867 (3.723)] [KD 1.689 (1.576)] 2024-10-19 07:37:46,071 - Train: 95.49% [1194600/1251000] [954.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.449 (3.800)] [KD 1.488 (1.598)] 2024-10-19 07:37:58,179 - Train: 95.50% [1194650/1251000] [955.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.936 (3.756)] [KD 1.660 (1.573)] 2024-10-19 07:38:09,908 - Train: 95.50% [1194700/1251000] [955.0/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000045] [CE 3.559 (3.761)] [KD 1.439 (1.584)] 2024-10-19 07:38:23,191 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41441] [top5_cnt 48176] [top_all 50000] 2024-10-19 07:38:23,192 - net: 82.882 (96.352) 2024-10-19 07:38:35,407 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41566] [top5_cnt 48212] [top_all 50000] 2024-10-19 07:38:35,407 - net_E: 83.132 (96.424) 2024-10-19 07:38:35,566 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:38:35,567 - ==> Total time: 3 days, 16:25:16 Eta: 4:09:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:38:50,362 - Train: 95.50% [1194750/1251000] [955.0/1000.0] [batch_t 0.236 (0.299)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.716 (3.740)] [KD 1.378 (1.575)] 2024-10-19 07:39:02,749 - Train: 95.51% [1194800/1251000] [955.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 3.755 (3.714)] [KD 1.509 (1.566)] 2024-10-19 07:39:14,919 - Train: 95.51% [1194850/1251000] [955.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000045] [CE 3.749 (3.790)] [KD 1.556 (1.626)] 2024-10-19 07:39:26,767 - Train: 95.52% [1194900/1251000] [955.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.564 (3.705)] [KD 1.433 (1.571)] 2024-10-19 07:39:38,714 - Train: 95.52% [1194950/1251000] [955.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.933 (3.742)] [KD 1.774 (1.592)] 2024-10-19 07:39:50,629 - Train: 95.52% [1195000/1251000] [955.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.764 (3.777)] [KD 1.625 (1.599)] 2024-10-19 07:40:02,794 - Train: 95.53% [1195050/1251000] [955.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000045] [CE 3.076 (3.765)] [KD 1.252 (1.595)] 2024-10-19 07:40:14,697 - Train: 95.53% [1195100/1251000] [955.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 3.509 (3.767)] [KD 1.514 (1.596)] 2024-10-19 07:40:26,556 - Train: 95.54% [1195150/1251000] [955.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.881 (3.780)] [KD 1.750 (1.613)] 2024-10-19 07:40:38,476 - Train: 95.54% [1195200/1251000] [955.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.792 (3.831)] [KD 1.567 (1.632)] 2024-10-19 07:40:50,518 - Train: 95.54% [1195250/1251000] [955.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 4.004 (3.728)] [KD 1.770 (1.573)] 2024-10-19 07:41:02,328 - Train: 95.55% [1195300/1251000] [955.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 3.316 (3.753)] [KD 1.372 (1.593)] 2024-10-19 07:41:14,058 - Train: 95.55% [1195350/1251000] [955.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 3.848 (3.673)] [KD 1.560 (1.557)] 2024-10-19 07:41:26,118 - Train: 95.56% [1195400/1251000] [955.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 4.250 (3.660)] [KD 1.767 (1.543)] 2024-10-19 07:41:38,324 - Train: 95.56% [1195450/1251000] [955.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 4.125 (3.788)] [KD 1.908 (1.596)] 2024-10-19 07:41:50,145 - Train: 95.56% [1195500/1251000] [955.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 4.115 (3.733)] [KD 1.779 (1.578)] 2024-10-19 07:42:01,959 - Train: 95.57% [1195550/1251000] [955.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000044] [CE 3.205 (3.736)] [KD 1.251 (1.573)] 2024-10-19 07:42:13,902 - Train: 95.57% [1195600/1251000] [955.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.675 (3.734)] [KD 1.631 (1.571)] 2024-10-19 07:42:25,941 - Train: 95.58% [1195650/1251000] [955.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.300 (3.763)] [KD 1.311 (1.611)] 2024-10-19 07:42:37,891 - Train: 95.58% [1195700/1251000] [955.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 3.747 (3.730)] [KD 1.503 (1.575)] 2024-10-19 07:42:49,656 - Train: 95.58% [1195750/1251000] [955.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 4.129 (3.787)] [KD 1.755 (1.617)] 2024-10-19 07:43:01,704 - Train: 95.59% [1195800/1251000] [955.9/1000.0] [batch_t 0.439 (0.241)] [data_t 0.009] [optim_t 0.430] [lr 0.000044] [CE 3.733 (3.772)] [KD 1.515 (1.593)] 2024-10-19 07:43:13,697 - Train: 95.59% [1195850/1251000] [955.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000044] [CE 4.095 (3.748)] [KD 1.806 (1.589)] 2024-10-19 07:43:25,580 - Train: 95.60% [1195900/1251000] [956.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 3.957 (3.833)] [KD 1.592 (1.628)] 2024-10-19 07:43:37,272 - Train: 95.60% [1195950/1251000] [956.0/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000044] [CE 3.645 (3.774)] [KD 1.482 (1.600)] 2024-10-19 07:43:50,887 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41398] [top5_cnt 48142] [top_all 50000] 2024-10-19 07:43:50,888 - net: 82.796 (96.284) 2024-10-19 07:44:02,884 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41565] [top5_cnt 48209] [top_all 50000] 2024-10-19 07:44:02,885 - net_E: 83.130 (96.418) 2024-10-19 07:44:03,012 - Max [top1: 82.916 (epoch: 947)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:44:03,012 - ==> Total time: 3 days, 16:30:43 Eta: 4:04:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:44:19,038 - Train: 95.60% [1196000/1251000] [956.0/1000.0] [batch_t 0.235 (0.271)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.952 (3.785)] [KD 1.659 (1.615)] 2024-10-19 07:44:31,102 - Train: 95.61% [1196050/1251000] [956.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.908 (3.770)] [KD 1.695 (1.601)] 2024-10-19 07:44:43,059 - Train: 95.61% [1196100/1251000] [956.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.545 (3.746)] [KD 1.448 (1.579)] 2024-10-19 07:44:55,172 - Train: 95.62% [1196150/1251000] [956.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 4.124 (3.792)] [KD 1.821 (1.615)] 2024-10-19 07:45:07,170 - Train: 95.62% [1196200/1251000] [956.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.713 (3.746)] [KD 1.569 (1.597)] 2024-10-19 07:45:18,894 - Train: 95.62% [1196250/1251000] [956.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.587 (3.755)] [KD 1.480 (1.572)] 2024-10-19 07:45:30,654 - Train: 95.63% [1196300/1251000] [956.3/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000044] [CE 3.711 (3.757)] [KD 1.561 (1.604)] 2024-10-19 07:45:42,652 - Train: 95.63% [1196350/1251000] [956.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000044] [CE 4.035 (3.746)] [KD 1.744 (1.590)] 2024-10-19 07:45:54,870 - Train: 95.64% [1196400/1251000] [956.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.187 (3.835)] [KD 1.295 (1.626)] 2024-10-19 07:46:06,774 - Train: 95.64% [1196450/1251000] [956.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 3.246 (3.755)] [KD 1.291 (1.586)] 2024-10-19 07:46:18,613 - Train: 95.64% [1196500/1251000] [956.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.941 (3.800)] [KD 1.708 (1.615)] 2024-10-19 07:46:30,453 - Train: 95.65% [1196550/1251000] [956.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.889 (3.722)] [KD 1.625 (1.573)] 2024-10-19 07:46:42,377 - Train: 95.65% [1196600/1251000] [956.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.648 (3.709)] [KD 1.501 (1.571)] 2024-10-19 07:46:54,368 - Train: 95.66% [1196650/1251000] [956.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 3.581 (3.697)] [KD 1.562 (1.566)] 2024-10-19 07:47:06,139 - Train: 95.66% [1196700/1251000] [956.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.861 (3.719)] [KD 1.686 (1.562)] 2024-10-19 07:47:18,204 - Train: 95.66% [1196750/1251000] [956.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.011 (3.626)] [KD 1.250 (1.517)] 2024-10-19 07:47:30,349 - Train: 95.67% [1196800/1251000] [956.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.668 (3.761)] [KD 1.442 (1.583)] 2024-10-19 07:47:42,172 - Train: 95.67% [1196850/1251000] [956.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.623 (3.707)] [KD 1.531 (1.544)] 2024-10-19 07:47:54,012 - Train: 95.68% [1196900/1251000] [956.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.877 (3.780)] [KD 1.724 (1.605)] 2024-10-19 07:48:05,751 - Train: 95.68% [1196950/1251000] [956.8/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000044] [CE 3.301 (3.738)] [KD 1.362 (1.585)] 2024-10-19 07:48:17,909 - Train: 95.68% [1197000/1251000] [956.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.787 (3.743)] [KD 1.617 (1.581)] 2024-10-19 07:48:29,832 - Train: 95.69% [1197050/1251000] [956.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000044] [CE 4.176 (3.814)] [KD 1.747 (1.615)] 2024-10-19 07:48:41,656 - Train: 95.69% [1197100/1251000] [956.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000044] [CE 3.995 (3.765)] [KD 1.668 (1.575)] 2024-10-19 07:48:53,591 - Train: 95.70% [1197150/1251000] [957.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.931 (3.749)] [KD 1.719 (1.586)] 2024-10-19 07:49:05,555 - Train: 95.70% [1197200/1251000] [957.0/1000.0] [batch_t 0.269 (0.239)] [data_t 0.009] [optim_t 0.260] [lr 0.000044] [CE 3.937 (3.786)] [KD 1.666 (1.618)] 2024-10-19 07:49:19,050 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41473] [top5_cnt 48182] [top_all 50000] 2024-10-19 07:49:19,051 - net: 82.946 (96.364) 2024-10-19 07:49:30,887 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41564] [top5_cnt 48214] [top_all 50000] 2024-10-19 07:49:30,888 - net_E: 83.128 (96.428) 2024-10-19 07:49:31,015 - Max [top1: 82.946 (epoch: 957)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:49:31,016 - ==> Total time: 3 days, 16:36:11 Eta: 3:58:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:49:46,353 - Train: 95.70% [1197250/1251000] [957.0/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000044] [CE 4.193 (3.685)] [KD 1.761 (1.551)] 2024-10-19 07:49:58,032 - Train: 95.71% [1197300/1251000] [957.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.352 (3.760)] [KD 1.336 (1.602)] 2024-10-19 07:50:10,337 - Train: 95.71% [1197350/1251000] [957.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000043] [CE 3.851 (3.819)] [KD 1.586 (1.623)] 2024-10-19 07:50:22,376 - Train: 95.72% [1197400/1251000] [957.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.892 (3.736)] [KD 1.694 (1.576)] 2024-10-19 07:50:34,282 - Train: 95.72% [1197450/1251000] [957.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000043] [CE 3.386 (3.710)] [KD 1.351 (1.562)] 2024-10-19 07:50:46,484 - Train: 95.72% [1197500/1251000] [957.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 4.073 (3.796)] [KD 1.681 (1.586)] 2024-10-19 07:50:58,268 - Train: 95.73% [1197550/1251000] [957.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 4.066 (3.773)] [KD 1.699 (1.602)] 2024-10-19 07:51:09,993 - Train: 95.73% [1197600/1251000] [957.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 3.597 (3.751)] [KD 1.549 (1.588)] 2024-10-19 07:51:21,948 - Train: 95.74% [1197650/1251000] [957.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000043] [CE 3.888 (3.763)] [KD 1.657 (1.595)] 2024-10-19 07:51:34,062 - Train: 95.74% [1197700/1251000] [957.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.970 (3.796)] [KD 1.615 (1.622)] 2024-10-19 07:51:45,860 - Train: 95.74% [1197750/1251000] [957.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 3.119 (3.730)] [KD 1.309 (1.602)] 2024-10-19 07:51:57,753 - Train: 95.75% [1197800/1251000] [957.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.817 (3.734)] [KD 1.619 (1.587)] 2024-10-19 07:52:09,898 - Train: 95.75% [1197850/1251000] [957.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 4.041 (3.720)] [KD 1.726 (1.574)] 2024-10-19 07:52:21,918 - Train: 95.76% [1197900/1251000] [957.6/1000.0] [batch_t 0.260 (0.240)] [data_t 0.009] [optim_t 0.251] [lr 0.000043] [CE 3.575 (3.712)] [KD 1.406 (1.563)] 2024-10-19 07:52:34,104 - Train: 95.76% [1197950/1251000] [957.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.573 (3.759)] [KD 1.435 (1.587)] 2024-10-19 07:52:46,249 - Train: 95.76% [1198000/1251000] [957.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000043] [CE 3.267 (3.708)] [KD 1.432 (1.555)] 2024-10-19 07:52:58,235 - Train: 95.77% [1198050/1251000] [957.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 3.867 (3.791)] [KD 1.618 (1.611)] 2024-10-19 07:53:10,285 - Train: 95.77% [1198100/1251000] [957.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.788 (3.724)] [KD 1.532 (1.566)] 2024-10-19 07:53:22,644 - Train: 95.78% [1198150/1251000] [957.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.924 (3.790)] [KD 1.612 (1.599)] 2024-10-19 07:53:34,828 - Train: 95.78% [1198200/1251000] [957.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000043] [CE 3.263 (3.775)] [KD 1.270 (1.593)] 2024-10-19 07:53:46,988 - Train: 95.78% [1198250/1251000] [957.8/1000.0] [batch_t 0.267 (0.243)] [data_t 0.009] [optim_t 0.259] [lr 0.000043] [CE 3.572 (3.745)] [KD 1.456 (1.576)] 2024-10-19 07:53:59,301 - Train: 95.79% [1198300/1251000] [957.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000043] [CE 3.915 (3.795)] [KD 1.616 (1.595)] 2024-10-19 07:54:11,423 - Train: 95.79% [1198350/1251000] [957.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000043] [CE 2.971 (3.711)] [KD 1.177 (1.546)] 2024-10-19 07:54:23,518 - Train: 95.80% [1198400/1251000] [958.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 3.364 (3.759)] [KD 1.362 (1.580)] 2024-10-19 07:54:35,327 - Train: 95.80% [1198450/1251000] [958.0/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000043] [CE 3.935 (3.700)] [KD 1.555 (1.546)] 2024-10-19 07:54:49,187 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41495] [top5_cnt 48204] [top_all 50000] 2024-10-19 07:54:49,187 - net: 82.990 (96.408) 2024-10-19 07:55:01,048 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41584] [top5_cnt 48211] [top_all 50000] 2024-10-19 07:55:01,049 - net_E: 83.168 (96.422) 2024-10-19 07:55:01,185 - Max [top1: 82.990 (epoch: 958)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 07:55:01,185 - ==> Total time: 3 days, 16:41:41 Eta: 3:53:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 07:55:19,626 - Train: 95.80% [1198500/1251000] [958.0/1000.0] [batch_t 0.232 (0.267)] [data_t 0.009] [optim_t 0.223] [lr 0.000043] [CE 3.294 (3.778)] [KD 1.354 (1.584)] 2024-10-19 07:55:31,493 - Train: 95.81% [1198550/1251000] [958.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000043] [CE 3.556 (3.786)] [KD 1.533 (1.589)] 2024-10-19 07:55:43,941 - Train: 95.81% [1198600/1251000] [958.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 4.256 (3.792)] [KD 1.905 (1.604)] 2024-10-19 07:55:55,951 - Train: 95.82% [1198650/1251000] [958.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.881 (3.774)] [KD 1.723 (1.597)] 2024-10-19 07:56:08,079 - Train: 95.82% [1198700/1251000] [958.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000043] [CE 4.033 (3.771)] [KD 1.783 (1.595)] 2024-10-19 07:56:20,033 - Train: 95.82% [1198750/1251000] [958.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000043] [CE 3.880 (3.723)] [KD 1.712 (1.565)] 2024-10-19 07:56:32,452 - Train: 95.83% [1198800/1251000] [958.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000043] [CE 3.658 (3.769)] [KD 1.413 (1.592)] 2024-10-19 07:56:44,411 - Train: 95.83% [1198850/1251000] [958.3/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000043] [CE 3.144 (3.729)] [KD 1.352 (1.580)] 2024-10-19 07:56:56,209 - Train: 95.84% [1198900/1251000] [958.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000043] [CE 4.107 (3.683)] [KD 1.773 (1.561)] 2024-10-19 07:57:08,401 - Train: 95.84% [1198950/1251000] [958.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000043] [CE 3.781 (3.741)] [KD 1.580 (1.562)] 2024-10-19 07:57:20,930 - Train: 95.84% [1199000/1251000] [958.4/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.681 (3.734)] [KD 1.504 (1.559)] 2024-10-19 07:57:32,751 - Train: 95.85% [1199050/1251000] [958.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.922 (3.732)] [KD 1.682 (1.556)] 2024-10-19 07:57:44,540 - Train: 95.85% [1199100/1251000] [958.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.991 (3.767)] [KD 1.701 (1.602)] 2024-10-19 07:57:56,555 - Train: 95.86% [1199150/1251000] [958.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000043] [CE 3.383 (3.761)] [KD 1.350 (1.590)] 2024-10-19 07:58:09,081 - Train: 95.86% [1199200/1251000] [958.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 4.025 (3.747)] [KD 1.737 (1.590)] 2024-10-19 07:58:21,237 - Train: 95.86% [1199250/1251000] [958.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000043] [CE 3.827 (3.697)] [KD 1.686 (1.567)] 2024-10-19 07:58:33,169 - Train: 95.87% [1199300/1251000] [958.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000042] [CE 3.823 (3.748)] [KD 1.630 (1.589)] 2024-10-19 07:58:45,221 - Train: 95.87% [1199350/1251000] [958.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000042] [CE 3.308 (3.726)] [KD 1.437 (1.586)] 2024-10-19 07:58:57,838 - Train: 95.88% [1199400/1251000] [958.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000042] [CE 3.633 (3.723)] [KD 1.445 (1.559)] 2024-10-19 07:59:09,935 - Train: 95.88% [1199450/1251000] [958.8/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000042] [CE 3.628 (3.764)] [KD 1.479 (1.599)] 2024-10-19 07:59:21,858 - Train: 95.88% [1199500/1251000] [958.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 3.694 (3.728)] [KD 1.654 (1.578)] 2024-10-19 07:59:34,165 - Train: 95.89% [1199550/1251000] [958.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000042] [CE 3.783 (3.747)] [KD 1.633 (1.576)] 2024-10-19 07:59:46,839 - Train: 95.89% [1199600/1251000] [958.9/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000042] [CE 3.890 (3.680)] [KD 1.765 (1.540)] 2024-10-19 07:59:58,675 - Train: 95.90% [1199650/1251000] [959.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000042] [CE 3.805 (3.714)] [KD 1.669 (1.563)] 2024-10-19 08:00:10,537 - Train: 95.90% [1199700/1251000] [959.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 4.115 (3.780)] [KD 1.695 (1.610)] 2024-10-19 08:00:25,103 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.244)] [top1_cnt 41429] [top5_cnt 48164] [top_all 50000] 2024-10-19 08:00:25,104 - net: 82.858 (96.328) 2024-10-19 08:00:37,512 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41558] [top5_cnt 48218] [top_all 50000] 2024-10-19 08:00:37,513 - net_E: 83.116 (96.436) 2024-10-19 08:00:37,656 - Max [top1: 82.990 (epoch: 958)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:00:37,657 - ==> Total time: 3 days, 16:47:18 Eta: 3:47:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:00:51,285 - Train: 95.90% [1199750/1251000] [959.0/1000.0] [batch_t 0.233 (0.300)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.919 (3.773)] [KD 1.655 (1.589)] 2024-10-19 08:01:03,529 - Train: 95.91% [1199800/1251000] [959.1/1000.0] [batch_t 0.397 (0.245)] [data_t 0.009] [optim_t 0.388] [lr 0.000042] [CE 3.764 (3.757)] [KD 1.526 (1.599)] 2024-10-19 08:01:15,583 - Train: 95.91% [1199850/1251000] [959.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.793 (3.669)] [KD 1.486 (1.555)] 2024-10-19 08:01:27,238 - Train: 95.92% [1199900/1251000] [959.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.573 (3.740)] [KD 1.567 (1.566)] 2024-10-19 08:01:39,162 - Train: 95.92% [1199950/1251000] [959.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.788 (3.745)] [KD 1.536 (1.582)] 2024-10-19 08:01:50,971 - Train: 95.92% [1200000/1251000] [959.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 3.622 (3.742)] [KD 1.464 (1.604)] 2024-10-19 08:02:02,826 - Train: 95.93% [1200050/1251000] [959.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000042] [CE 4.069 (3.797)] [KD 1.675 (1.596)] 2024-10-19 08:02:14,881 - Train: 95.93% [1200100/1251000] [959.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.530 (3.747)] [KD 1.554 (1.571)] 2024-10-19 08:02:27,111 - Train: 95.94% [1200150/1251000] [959.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000042] [CE 3.813 (3.767)] [KD 1.552 (1.575)] 2024-10-19 08:02:39,041 - Train: 95.94% [1200200/1251000] [959.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000042] [CE 3.703 (3.770)] [KD 1.393 (1.585)] 2024-10-19 08:02:51,054 - Train: 95.94% [1200250/1251000] [959.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000042] [CE 3.615 (3.783)] [KD 1.564 (1.603)] 2024-10-19 08:03:02,768 - Train: 95.95% [1200300/1251000] [959.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.520 (3.694)] [KD 1.578 (1.564)] 2024-10-19 08:03:14,723 - Train: 95.95% [1200350/1251000] [959.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000042] [CE 3.588 (3.754)] [KD 1.489 (1.590)] 2024-10-19 08:03:26,922 - Train: 95.96% [1200400/1251000] [959.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.850 (3.776)] [KD 1.535 (1.586)] 2024-10-19 08:03:38,769 - Train: 95.96% [1200450/1251000] [959.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.389 (3.673)] [KD 1.429 (1.535)] 2024-10-19 08:03:50,855 - Train: 95.96% [1200500/1251000] [959.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.700 (3.758)] [KD 1.534 (1.599)] 2024-10-19 08:04:02,786 - Train: 95.97% [1200550/1251000] [959.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.501 (3.764)] [KD 1.436 (1.593)] 2024-10-19 08:04:15,080 - Train: 95.97% [1200600/1251000] [959.7/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000042] [CE 3.172 (3.755)] [KD 1.314 (1.583)] 2024-10-19 08:04:27,188 - Train: 95.98% [1200650/1251000] [959.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.946 (3.718)] [KD 1.653 (1.569)] 2024-10-19 08:04:39,159 - Train: 95.98% [1200700/1251000] [959.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.000042] [CE 3.301 (3.728)] [KD 1.324 (1.581)] 2024-10-19 08:04:51,005 - Train: 95.98% [1200750/1251000] [959.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 4.156 (3.766)] [KD 1.720 (1.578)] 2024-10-19 08:05:03,055 - Train: 95.99% [1200800/1251000] [959.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.688 (3.754)] [KD 1.449 (1.596)] 2024-10-19 08:05:14,970 - Train: 95.99% [1200850/1251000] [959.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000042] [CE 3.392 (3.759)] [KD 1.427 (1.572)] 2024-10-19 08:05:26,810 - Train: 96.00% [1200900/1251000] [960.0/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000042] [CE 4.110 (3.667)] [KD 1.757 (1.559)] 2024-10-19 08:05:38,947 - Train: 96.00% [1200950/1251000] [960.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 4.031 (3.732)] [KD 1.644 (1.574)] 2024-10-19 08:05:53,034 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.231)] [top1_cnt 41443] [top5_cnt 48184] [top_all 50000] 2024-10-19 08:05:53,035 - net: 82.886 (96.368) 2024-10-19 08:06:05,508 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41558] [top5_cnt 48220] [top_all 50000] 2024-10-19 08:06:05,508 - net_E: 83.116 (96.440) 2024-10-19 08:06:05,660 - Max [top1: 82.990 (epoch: 958)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:06:05,660 - ==> Total time: 3 days, 16:52:46 Eta: 3:42:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:06:21,257 - Train: 96.00% [1201000/1251000] [960.0/1000.0] [batch_t 0.232 (0.263)] [data_t 0.009] [optim_t 0.223] [lr 0.000042] [CE 3.457 (3.799)] [KD 1.426 (1.606)] 2024-10-19 08:06:33,334 - Train: 96.01% [1201050/1251000] [960.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000042] [CE 3.390 (3.808)] [KD 1.391 (1.613)] 2024-10-19 08:06:45,990 - Train: 96.01% [1201100/1251000] [960.1/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 4.030 (3.756)] [KD 1.720 (1.571)] 2024-10-19 08:06:57,661 - Train: 96.02% [1201150/1251000] [960.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 3.298 (3.694)] [KD 1.332 (1.548)] 2024-10-19 08:07:09,409 - Train: 96.02% [1201200/1251000] [960.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.000042] [CE 3.434 (3.695)] [KD 1.441 (1.544)] 2024-10-19 08:07:21,374 - Train: 96.02% [1201250/1251000] [960.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.294 (3.743)] [KD 1.205 (1.589)] 2024-10-19 08:07:33,341 - Train: 96.03% [1201300/1251000] [960.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 3.615 (3.666)] [KD 1.581 (1.531)] 2024-10-19 08:07:45,292 - Train: 96.03% [1201350/1251000] [960.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 4.042 (3.763)] [KD 1.757 (1.588)] 2024-10-19 08:07:57,607 - Train: 96.04% [1201400/1251000] [960.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 4.157 (3.716)] [KD 1.791 (1.570)] 2024-10-19 08:08:09,583 - Train: 96.04% [1201450/1251000] [960.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 3.814 (3.706)] [KD 1.614 (1.538)] 2024-10-19 08:08:21,528 - Train: 96.04% [1201500/1251000] [960.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 3.907 (3.805)] [KD 1.743 (1.613)] 2024-10-19 08:08:33,409 - Train: 96.05% [1201550/1251000] [960.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000041] [CE 4.156 (3.831)] [KD 1.747 (1.620)] 2024-10-19 08:08:45,518 - Train: 96.05% [1201600/1251000] [960.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000041] [CE 3.144 (3.738)] [KD 1.275 (1.572)] 2024-10-19 08:08:57,531 - Train: 96.06% [1201650/1251000] [960.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000041] [CE 3.837 (3.758)] [KD 1.503 (1.570)] 2024-10-19 08:09:09,643 - Train: 96.06% [1201700/1251000] [960.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 3.486 (3.767)] [KD 1.564 (1.576)] 2024-10-19 08:09:21,571 - Train: 96.06% [1201750/1251000] [960.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000041] [CE 3.658 (3.749)] [KD 1.627 (1.563)] 2024-10-19 08:09:33,380 - Train: 96.07% [1201800/1251000] [960.7/1000.0] [batch_t 0.258 (0.236)] [data_t 0.009] [optim_t 0.249] [lr 0.000041] [CE 4.291 (3.760)] [KD 1.725 (1.580)] 2024-10-19 08:09:45,551 - Train: 96.07% [1201850/1251000] [960.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000041] [CE 3.819 (3.740)] [KD 1.637 (1.569)] 2024-10-19 08:09:57,550 - Train: 96.08% [1201900/1251000] [960.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000041] [CE 3.648 (3.705)] [KD 1.435 (1.567)] 2024-10-19 08:10:09,254 - Train: 96.08% [1201950/1251000] [960.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.193 (3.719)] [KD 1.307 (1.569)] 2024-10-19 08:10:21,010 - Train: 96.08% [1202000/1251000] [960.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 3.990 (3.710)] [KD 1.596 (1.571)] 2024-10-19 08:10:33,393 - Train: 96.09% [1202050/1251000] [960.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.932 (3.804)] [KD 1.722 (1.586)] 2024-10-19 08:10:45,422 - Train: 96.09% [1202100/1251000] [960.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000041] [CE 3.385 (3.736)] [KD 1.392 (1.593)] 2024-10-19 08:10:57,246 - Train: 96.10% [1202150/1251000] [961.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000041] [CE 3.745 (3.720)] [KD 1.585 (1.549)] 2024-10-19 08:11:08,981 - Train: 96.10% [1202200/1251000] [961.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.423 (3.787)] [KD 1.429 (1.597)] 2024-10-19 08:11:23,832 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.241)] [top1_cnt 41435] [top5_cnt 48168] [top_all 50000] 2024-10-19 08:11:23,833 - net: 82.870 (96.336) 2024-10-19 08:11:36,046 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41562] [top5_cnt 48213] [top_all 50000] 2024-10-19 08:11:36,047 - net_E: 83.124 (96.426) 2024-10-19 08:11:36,216 - Max [top1: 82.990 (epoch: 958)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:11:36,216 - ==> Total time: 3 days, 16:58:16 Eta: 3:36:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:11:49,307 - Train: 96.10% [1202250/1251000] [961.0/1000.0] [batch_t 0.236 (0.296)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.569 (3.758)] [KD 1.442 (1.578)] 2024-10-19 08:12:01,505 - Train: 96.11% [1202300/1251000] [961.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000041] [CE 3.272 (3.717)] [KD 1.320 (1.559)] 2024-10-19 08:12:13,741 - Train: 96.11% [1202350/1251000] [961.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 3.696 (3.679)] [KD 1.557 (1.540)] 2024-10-19 08:12:25,515 - Train: 96.12% [1202400/1251000] [961.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 4.006 (3.718)] [KD 1.690 (1.559)] 2024-10-19 08:12:37,281 - Train: 96.12% [1202450/1251000] [961.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 4.132 (3.691)] [KD 1.783 (1.545)] 2024-10-19 08:12:49,012 - Train: 96.12% [1202500/1251000] [961.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000041] [CE 3.694 (3.784)] [KD 1.580 (1.620)] 2024-10-19 08:13:01,243 - Train: 96.13% [1202550/1251000] [961.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.423 (3.725)] [KD 1.562 (1.572)] 2024-10-19 08:13:13,140 - Train: 96.13% [1202600/1251000] [961.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 3.328 (3.753)] [KD 1.370 (1.581)] 2024-10-19 08:13:25,005 - Train: 96.14% [1202650/1251000] [961.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 4.262 (3.716)] [KD 1.923 (1.567)] 2024-10-19 08:13:36,886 - Train: 96.14% [1202700/1251000] [961.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.557 (3.737)] [KD 1.520 (1.559)] 2024-10-19 08:13:49,027 - Train: 96.14% [1202750/1251000] [961.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.669 (3.772)] [KD 1.501 (1.587)] 2024-10-19 08:14:00,801 - Train: 96.15% [1202800/1251000] [961.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000041] [CE 4.247 (3.748)] [KD 1.803 (1.567)] 2024-10-19 08:14:12,532 - Train: 96.15% [1202850/1251000] [961.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.878 (3.754)] [KD 1.687 (1.593)] 2024-10-19 08:14:24,490 - Train: 96.16% [1202900/1251000] [961.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 3.635 (3.696)] [KD 1.521 (1.543)] 2024-10-19 08:14:36,806 - Train: 96.16% [1202950/1251000] [961.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 3.800 (3.686)] [KD 1.498 (1.540)] 2024-10-19 08:14:48,736 - Train: 96.16% [1203000/1251000] [961.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.834 (3.698)] [KD 1.587 (1.573)] 2024-10-19 08:15:00,573 - Train: 96.17% [1203050/1251000] [961.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.680 (3.734)] [KD 1.508 (1.563)] 2024-10-19 08:15:12,507 - Train: 96.17% [1203100/1251000] [961.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000041] [CE 3.679 (3.725)] [KD 1.459 (1.556)] 2024-10-19 08:15:24,597 - Train: 96.18% [1203150/1251000] [961.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000041] [CE 3.564 (3.677)] [KD 1.491 (1.542)] 2024-10-19 08:15:36,555 - Train: 96.18% [1203200/1251000] [961.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000041] [CE 4.185 (3.765)] [KD 1.884 (1.589)] 2024-10-19 08:15:48,544 - Train: 96.18% [1203250/1251000] [961.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000041] [CE 4.173 (3.768)] [KD 1.865 (1.589)] 2024-10-19 08:16:00,538 - Train: 96.19% [1203300/1251000] [961.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 3.809 (3.836)] [KD 1.627 (1.623)] 2024-10-19 08:16:12,901 - Train: 96.19% [1203350/1251000] [961.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.791 (3.651)] [KD 1.576 (1.531)] 2024-10-19 08:16:24,699 - Train: 96.20% [1203400/1251000] [962.0/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000041] [CE 3.794 (3.725)] [KD 1.576 (1.584)] 2024-10-19 08:16:36,535 - Train: 96.20% [1203450/1251000] [962.0/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000041] [CE 3.730 (3.808)] [KD 1.486 (1.602)] 2024-10-19 08:16:51,480 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41467] [top5_cnt 48184] [top_all 50000] 2024-10-19 08:16:51,480 - net: 82.934 (96.368) 2024-10-19 08:17:04,047 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.244)] [top1_cnt 41572] [top5_cnt 48226] [top_all 50000] 2024-10-19 08:17:04,048 - net_E: 83.144 (96.452) 2024-10-19 08:17:04,204 - Max [top1: 82.990 (epoch: 958)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:17:04,204 - ==> Total time: 3 days, 17:03:44 Eta: 3:31:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:17:18,951 - Train: 96.20% [1203500/1251000] [962.0/1000.0] [batch_t 0.235 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.456 (3.716)] [KD 1.532 (1.558)] 2024-10-19 08:17:31,597 - Train: 96.21% [1203550/1251000] [962.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.864 (3.771)] [KD 1.652 (1.578)] 2024-10-19 08:17:43,631 - Train: 96.21% [1203600/1251000] [962.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000041] [CE 3.574 (3.739)] [KD 1.526 (1.566)] 2024-10-19 08:17:55,428 - Train: 96.22% [1203650/1251000] [962.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.891 (3.689)] [KD 1.654 (1.560)] 2024-10-19 08:18:07,180 - Train: 96.22% [1203700/1251000] [962.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 3.513 (3.735)] [KD 1.404 (1.556)] 2024-10-19 08:18:19,199 - Train: 96.22% [1203750/1251000] [962.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 3.925 (3.796)] [KD 1.684 (1.585)] 2024-10-19 08:18:31,250 - Train: 96.23% [1203800/1251000] [962.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000040] [CE 3.726 (3.718)] [KD 1.639 (1.570)] 2024-10-19 08:18:43,319 - Train: 96.23% [1203850/1251000] [962.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000040] [CE 4.025 (3.774)] [KD 1.770 (1.596)] 2024-10-19 08:18:55,212 - Train: 96.24% [1203900/1251000] [962.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.898 (3.777)] [KD 1.650 (1.605)] 2024-10-19 08:19:07,243 - Train: 96.24% [1203950/1251000] [962.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000040] [CE 3.760 (3.707)] [KD 1.614 (1.556)] 2024-10-19 08:19:19,156 - Train: 96.24% [1204000/1251000] [962.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000040] [CE 4.092 (3.769)] [KD 1.744 (1.593)] 2024-10-19 08:19:31,285 - Train: 96.25% [1204050/1251000] [962.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000040] [CE 4.264 (3.846)] [KD 1.802 (1.621)] 2024-10-19 08:19:43,459 - Train: 96.25% [1204100/1251000] [962.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 3.982 (3.756)] [KD 1.669 (1.564)] 2024-10-19 08:19:55,677 - Train: 96.25% [1204150/1251000] [962.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.000040] [CE 3.856 (3.724)] [KD 1.731 (1.567)] 2024-10-19 08:20:07,942 - Train: 96.26% [1204200/1251000] [962.6/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000040] [CE 3.734 (3.657)] [KD 1.666 (1.533)] 2024-10-19 08:20:19,845 - Train: 96.26% [1204250/1251000] [962.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000040] [CE 4.041 (3.701)] [KD 1.800 (1.542)] 2024-10-19 08:20:31,811 - Train: 96.27% [1204300/1251000] [962.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000040] [CE 3.899 (3.767)] [KD 1.638 (1.599)] 2024-10-19 08:20:43,887 - Train: 96.27% [1204350/1251000] [962.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.320 (3.782)] [KD 1.359 (1.597)] 2024-10-19 08:20:56,100 - Train: 96.27% [1204400/1251000] [962.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 4.068 (3.723)] [KD 1.712 (1.570)] 2024-10-19 08:21:07,970 - Train: 96.28% [1204450/1251000] [962.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000040] [CE 3.329 (3.721)] [KD 1.443 (1.571)] 2024-10-19 08:21:19,899 - Train: 96.28% [1204500/1251000] [962.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.797 (3.754)] [KD 1.619 (1.586)] 2024-10-19 08:21:32,089 - Train: 96.29% [1204550/1251000] [962.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000040] [CE 3.884 (3.742)] [KD 1.665 (1.576)] 2024-10-19 08:21:43,999 - Train: 96.29% [1204600/1251000] [962.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.695 (3.769)] [KD 1.537 (1.578)] 2024-10-19 08:21:55,848 - Train: 96.29% [1204650/1251000] [962.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000040] [CE 3.063 (3.710)] [KD 1.283 (1.538)] 2024-10-19 08:22:07,971 - Train: 96.30% [1204700/1251000] [963.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 3.442 (3.803)] [KD 1.367 (1.611)] 2024-10-19 08:22:23,339 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 41506] [top5_cnt 48166] [top_all 50000] 2024-10-19 08:22:23,339 - net: 83.012 (96.332) 2024-10-19 08:22:35,531 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41562] [top5_cnt 48233] [top_all 50000] 2024-10-19 08:22:35,531 - net_E: 83.124 (96.466) 2024-10-19 08:22:35,671 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:22:35,671 - ==> Total time: 3 days, 17:09:16 Eta: 3:25:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:22:50,228 - Train: 96.30% [1204750/1251000] [963.0/1000.0] [batch_t 0.236 (0.274)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.444 (3.796)] [KD 1.349 (1.602)] 2024-10-19 08:23:02,335 - Train: 96.31% [1204800/1251000] [963.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 4.284 (3.789)] [KD 1.813 (1.602)] 2024-10-19 08:23:14,199 - Train: 96.31% [1204850/1251000] [963.1/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 4.128 (3.800)] [KD 1.790 (1.608)] 2024-10-19 08:23:26,037 - Train: 96.31% [1204900/1251000] [963.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 4.019 (3.695)] [KD 1.765 (1.542)] 2024-10-19 08:23:37,923 - Train: 96.32% [1204950/1251000] [963.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.661 (3.732)] [KD 1.636 (1.573)] 2024-10-19 08:23:50,039 - Train: 96.32% [1205000/1251000] [963.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000040] [CE 3.443 (3.723)] [KD 1.475 (1.555)] 2024-10-19 08:24:01,834 - Train: 96.33% [1205050/1251000] [963.3/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.000040] [CE 3.514 (3.781)] [KD 1.327 (1.599)] 2024-10-19 08:24:14,077 - Train: 96.33% [1205100/1251000] [963.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000040] [CE 3.429 (3.678)] [KD 1.402 (1.553)] 2024-10-19 08:24:26,097 - Train: 96.33% [1205150/1251000] [963.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.585 (3.789)] [KD 1.512 (1.591)] 2024-10-19 08:24:37,967 - Train: 96.34% [1205200/1251000] [963.4/1000.0] [batch_t 0.381 (0.237)] [data_t 0.009] [optim_t 0.373] [lr 0.000040] [CE 3.556 (3.689)] [KD 1.487 (1.532)] 2024-10-19 08:24:49,715 - Train: 96.34% [1205250/1251000] [963.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 4.125 (3.755)] [KD 1.744 (1.586)] 2024-10-19 08:25:01,777 - Train: 96.35% [1205300/1251000] [963.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.858 (3.695)] [KD 1.600 (1.559)] 2024-10-19 08:25:13,672 - Train: 96.35% [1205350/1251000] [963.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 3.887 (3.746)] [KD 1.607 (1.575)] 2024-10-19 08:25:25,549 - Train: 96.35% [1205400/1251000] [963.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 3.753 (3.743)] [KD 1.576 (1.571)] 2024-10-19 08:25:37,668 - Train: 96.36% [1205450/1251000] [963.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000040] [CE 3.427 (3.750)] [KD 1.504 (1.570)] 2024-10-19 08:25:49,527 - Train: 96.36% [1205500/1251000] [963.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000040] [CE 3.743 (3.660)] [KD 1.649 (1.529)] 2024-10-19 08:26:01,407 - Train: 96.37% [1205550/1251000] [963.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.442 (3.751)] [KD 1.354 (1.566)] 2024-10-19 08:26:13,165 - Train: 96.37% [1205600/1251000] [963.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.268 (3.701)] [KD 1.285 (1.548)] 2024-10-19 08:26:25,084 - Train: 96.37% [1205650/1251000] [963.7/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000040] [CE 3.614 (3.824)] [KD 1.441 (1.609)] 2024-10-19 08:26:37,010 - Train: 96.38% [1205700/1251000] [963.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 3.245 (3.744)] [KD 1.232 (1.578)] 2024-10-19 08:26:49,294 - Train: 96.38% [1205750/1251000] [963.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000040] [CE 3.660 (3.692)] [KD 1.406 (1.530)] 2024-10-19 08:27:01,177 - Train: 96.39% [1205800/1251000] [963.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000040] [CE 3.401 (3.788)] [KD 1.388 (1.589)] 2024-10-19 08:27:13,169 - Train: 96.39% [1205850/1251000] [963.9/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000040] [CE 3.897 (3.703)] [KD 1.707 (1.546)] 2024-10-19 08:27:25,133 - Train: 96.39% [1205900/1251000] [963.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 3.881 (3.724)] [KD 1.701 (1.563)] 2024-10-19 08:27:37,033 - Train: 96.40% [1205950/1251000] [964.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000039] [CE 3.569 (3.781)] [KD 1.479 (1.590)] 2024-10-19 08:27:52,752 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 41489] [top5_cnt 48144] [top_all 50000] 2024-10-19 08:27:52,753 - net: 82.978 (96.288) 2024-10-19 08:28:04,829 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41582] [top5_cnt 48225] [top_all 50000] 2024-10-19 08:28:04,830 - net_E: 83.164 (96.450) 2024-10-19 08:28:04,983 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:28:04,984 - ==> Total time: 3 days, 17:14:45 Eta: 3:19:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:28:18,093 - Train: 96.40% [1206000/1251000] [964.0/1000.0] [batch_t 0.234 (0.275)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.574 (3.713)] [KD 1.506 (1.562)] 2024-10-19 08:28:30,397 - Train: 96.41% [1206050/1251000] [964.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000039] [CE 3.908 (3.745)] [KD 1.681 (1.577)] 2024-10-19 08:28:42,300 - Train: 96.41% [1206100/1251000] [964.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 4.051 (3.759)] [KD 1.753 (1.592)] 2024-10-19 08:28:54,270 - Train: 96.41% [1206150/1251000] [964.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 4.385 (3.743)] [KD 1.842 (1.551)] 2024-10-19 08:29:06,037 - Train: 96.42% [1206200/1251000] [964.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.998 (3.766)] [KD 1.641 (1.565)] 2024-10-19 08:29:18,233 - Train: 96.42% [1206250/1251000] [964.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 4.125 (3.715)] [KD 1.862 (1.559)] 2024-10-19 08:29:30,142 - Train: 96.43% [1206300/1251000] [964.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000039] [CE 3.774 (3.722)] [KD 1.555 (1.573)] 2024-10-19 08:29:42,163 - Train: 96.43% [1206350/1251000] [964.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 4.057 (3.690)] [KD 1.903 (1.547)] 2024-10-19 08:29:54,383 - Train: 96.43% [1206400/1251000] [964.3/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000039] [CE 3.609 (3.739)] [KD 1.484 (1.568)] 2024-10-19 08:30:06,872 - Train: 96.44% [1206450/1251000] [964.4/1000.0] [batch_t 0.383 (0.250)] [data_t 0.009] [optim_t 0.374] [lr 0.000039] [CE 3.359 (3.778)] [KD 1.336 (1.598)] 2024-10-19 08:30:19,130 - Train: 96.44% [1206500/1251000] [964.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 4.171 (3.797)] [KD 1.688 (1.602)] 2024-10-19 08:30:31,650 - Train: 96.45% [1206550/1251000] [964.5/1000.0] [batch_t 0.510 (0.250)] [data_t 0.009] [optim_t 0.502] [lr 0.000039] [CE 3.515 (3.711)] [KD 1.485 (1.567)] 2024-10-19 08:30:43,916 - Train: 96.45% [1206600/1251000] [964.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 3.790 (3.756)] [KD 1.545 (1.575)] 2024-10-19 08:30:56,117 - Train: 96.45% [1206650/1251000] [964.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 3.334 (3.735)] [KD 1.283 (1.567)] 2024-10-19 08:31:08,483 - Train: 96.46% [1206700/1251000] [964.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.754 (3.768)] [KD 1.522 (1.580)] 2024-10-19 08:31:20,829 - Train: 96.46% [1206750/1251000] [964.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000039] [CE 3.703 (3.727)] [KD 1.644 (1.564)] 2024-10-19 08:31:32,942 - Train: 96.47% [1206800/1251000] [964.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000039] [CE 3.199 (3.743)] [KD 1.369 (1.573)] 2024-10-19 08:31:45,130 - Train: 96.47% [1206850/1251000] [964.7/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 3.933 (3.794)] [KD 1.646 (1.603)] 2024-10-19 08:31:57,000 - Train: 96.47% [1206900/1251000] [964.7/1000.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.000039] [CE 3.519 (3.736)] [KD 1.371 (1.568)] 2024-10-19 08:32:09,389 - Train: 96.48% [1206950/1251000] [964.8/1000.0] [batch_t 0.294 (0.248)] [data_t 0.009] [optim_t 0.285] [lr 0.000039] [CE 3.853 (3.779)] [KD 1.641 (1.593)] 2024-10-19 08:32:21,821 - Train: 96.48% [1207000/1251000] [964.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.548 (3.734)] [KD 1.451 (1.551)] 2024-10-19 08:32:34,128 - Train: 96.49% [1207050/1251000] [964.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.904 (3.782)] [KD 1.650 (1.584)] 2024-10-19 08:32:45,982 - Train: 96.49% [1207100/1251000] [964.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.431 (3.737)] [KD 1.375 (1.565)] 2024-10-19 08:32:57,959 - Train: 96.49% [1207150/1251000] [964.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.811 (3.744)] [KD 1.477 (1.572)] 2024-10-19 08:33:10,146 - Train: 96.50% [1207200/1251000] [965.0/1000.0] [batch_t 0.273 (0.244)] [data_t 0.050] [optim_t 0.223] [lr 0.000039] [CE 3.586 (3.681)] [KD 1.491 (1.548)] 2024-10-19 08:33:25,654 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 41452] [top5_cnt 48168] [top_all 50000] 2024-10-19 08:33:25,655 - net: 82.904 (96.336) 2024-10-19 08:33:38,095 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 41584] [top5_cnt 48220] [top_all 50000] 2024-10-19 08:33:38,096 - net_E: 83.168 (96.440) 2024-10-19 08:33:38,252 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:33:38,252 - ==> Total time: 3 days, 17:20:18 Eta: 3:14:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:33:51,019 - Train: 96.50% [1207250/1251000] [965.0/1000.0] [batch_t 0.403 (0.329)] [data_t 0.009] [optim_t 0.394] [lr 0.000039] [CE 3.583 (3.729)] [KD 1.429 (1.566)] 2024-10-19 08:34:03,323 - Train: 96.51% [1207300/1251000] [965.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.637 (3.711)] [KD 1.429 (1.546)] 2024-10-19 08:34:15,084 - Train: 96.51% [1207350/1251000] [965.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000039] [CE 3.503 (3.723)] [KD 1.450 (1.563)] 2024-10-19 08:34:27,170 - Train: 96.51% [1207400/1251000] [965.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.375 (3.694)] [KD 1.335 (1.557)] 2024-10-19 08:34:38,988 - Train: 96.52% [1207450/1251000] [965.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000039] [CE 3.886 (3.730)] [KD 1.642 (1.556)] 2024-10-19 08:34:50,957 - Train: 96.52% [1207500/1251000] [965.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000039] [CE 3.507 (3.751)] [KD 1.414 (1.576)] 2024-10-19 08:35:03,147 - Train: 96.53% [1207550/1251000] [965.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.523 (3.720)] [KD 1.448 (1.533)] 2024-10-19 08:35:15,106 - Train: 96.53% [1207600/1251000] [965.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 3.352 (3.732)] [KD 1.434 (1.568)] 2024-10-19 08:35:27,110 - Train: 96.53% [1207650/1251000] [965.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 3.779 (3.770)] [KD 1.454 (1.572)] 2024-10-19 08:35:39,089 - Train: 96.54% [1207700/1251000] [965.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.613 (3.788)] [KD 1.494 (1.589)] 2024-10-19 08:35:51,098 - Train: 96.54% [1207750/1251000] [965.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000039] [CE 3.432 (3.744)] [KD 1.355 (1.554)] 2024-10-19 08:36:02,845 - Train: 96.55% [1207800/1251000] [965.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.297 (3.768)] [KD 1.290 (1.591)] 2024-10-19 08:36:14,718 - Train: 96.55% [1207850/1251000] [965.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 4.010 (3.788)] [KD 1.671 (1.583)] 2024-10-19 08:36:26,937 - Train: 96.55% [1207900/1251000] [965.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000039] [CE 3.747 (3.757)] [KD 1.534 (1.558)] 2024-10-19 08:36:38,882 - Train: 96.56% [1207950/1251000] [965.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.817 (3.860)] [KD 1.502 (1.609)] 2024-10-19 08:36:50,621 - Train: 96.56% [1208000/1251000] [965.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.523 (3.713)] [KD 1.497 (1.548)] 2024-10-19 08:37:02,593 - Train: 96.57% [1208050/1251000] [965.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.757 (3.759)] [KD 1.544 (1.588)] 2024-10-19 08:37:14,599 - Train: 96.57% [1208100/1251000] [965.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000039] [CE 4.025 (3.742)] [KD 1.761 (1.573)] 2024-10-19 08:37:26,511 - Train: 96.57% [1208150/1251000] [965.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.715 (3.760)] [KD 1.428 (1.582)] 2024-10-19 08:37:38,309 - Train: 96.58% [1208200/1251000] [965.8/1000.0] [batch_t 0.309 (0.236)] [data_t 0.009] [optim_t 0.300] [lr 0.000039] [CE 3.793 (3.673)] [KD 1.627 (1.531)] 2024-10-19 08:37:50,420 - Train: 96.58% [1208250/1251000] [965.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 3.335 (3.849)] [KD 1.359 (1.614)] 2024-10-19 08:38:02,423 - Train: 96.59% [1208300/1251000] [965.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000039] [CE 3.932 (3.707)] [KD 1.657 (1.562)] 2024-10-19 08:38:14,176 - Train: 96.59% [1208350/1251000] [965.9/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.812 (3.733)] [KD 1.521 (1.554)] 2024-10-19 08:38:26,321 - Train: 96.59% [1208400/1251000] [965.9/1000.0] [batch_t 0.363 (0.243)] [data_t 0.009] [optim_t 0.354] [lr 0.000038] [CE 3.480 (3.738)] [KD 1.309 (1.555)] 2024-10-19 08:38:38,077 - Train: 96.60% [1208450/1251000] [966.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.867 (3.769)] [KD 1.632 (1.577)] 2024-10-19 08:38:53,833 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41473] [top5_cnt 48192] [top_all 50000] 2024-10-19 08:38:53,834 - net: 82.946 (96.384) 2024-10-19 08:39:05,912 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41588] [top5_cnt 48205] [top_all 50000] 2024-10-19 08:39:05,912 - net_E: 83.176 (96.410) 2024-10-19 08:39:06,069 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:39:06,069 - ==> Total time: 3 days, 17:25:46 Eta: 3:08:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:39:17,830 - Train: 96.60% [1208500/1251000] [966.0/1000.0] [batch_t 0.232 (0.297)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.932 (3.652)] [KD 1.632 (1.526)] 2024-10-19 08:39:30,474 - Train: 96.61% [1208550/1251000] [966.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.000038] [CE 4.210 (3.759)] [KD 1.752 (1.579)] 2024-10-19 08:39:42,261 - Train: 96.61% [1208600/1251000] [966.1/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000038] [CE 3.625 (3.761)] [KD 1.506 (1.565)] 2024-10-19 08:39:54,004 - Train: 96.61% [1208650/1251000] [966.1/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.428 (3.782)] [KD 1.564 (1.601)] 2024-10-19 08:40:06,143 - Train: 96.62% [1208700/1251000] [966.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.146 (3.722)] [KD 1.220 (1.555)] 2024-10-19 08:40:18,180 - Train: 96.62% [1208750/1251000] [966.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.427 (3.785)] [KD 1.328 (1.568)] 2024-10-19 08:40:29,892 - Train: 96.63% [1208800/1251000] [966.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.703 (3.722)] [KD 1.601 (1.564)] 2024-10-19 08:40:42,013 - Train: 96.63% [1208850/1251000] [966.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.491 (3.681)] [KD 1.576 (1.532)] 2024-10-19 08:40:53,794 - Train: 96.63% [1208900/1251000] [966.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.000038] [CE 4.017 (3.751)] [KD 1.716 (1.554)] 2024-10-19 08:41:06,247 - Train: 96.64% [1208950/1251000] [966.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000038] [CE 3.325 (3.722)] [KD 1.429 (1.571)] 2024-10-19 08:41:18,746 - Train: 96.64% [1209000/1251000] [966.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.832 (3.757)] [KD 1.659 (1.592)] 2024-10-19 08:41:31,380 - Train: 96.65% [1209050/1251000] [966.5/1000.0] [batch_t 0.280 (0.253)] [data_t 0.009] [optim_t 0.271] [lr 0.000038] [CE 3.546 (3.671)] [KD 1.437 (1.526)] 2024-10-19 08:41:44,160 - Train: 96.65% [1209100/1251000] [966.5/1000.0] [batch_t 0.232 (0.256)] [data_t 0.009] [optim_t 0.223] [lr 0.000038] [CE 3.810 (3.694)] [KD 1.535 (1.549)] 2024-10-19 08:41:56,492 - Train: 96.65% [1209150/1251000] [966.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.702 (3.720)] [KD 1.504 (1.552)] 2024-10-19 08:42:09,128 - Train: 96.66% [1209200/1251000] [966.6/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.827 (3.679)] [KD 1.535 (1.537)] 2024-10-19 08:42:21,692 - Train: 96.66% [1209250/1251000] [966.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.021 (3.708)] [KD 1.160 (1.555)] 2024-10-19 08:42:34,056 - Train: 96.67% [1209300/1251000] [966.7/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000038] [CE 3.489 (3.664)] [KD 1.405 (1.527)] 2024-10-19 08:42:46,870 - Train: 96.67% [1209350/1251000] [966.7/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.700 (3.688)] [KD 1.521 (1.553)] 2024-10-19 08:42:59,501 - Train: 96.67% [1209400/1251000] [966.7/1000.0] [batch_t 0.270 (0.253)] [data_t 0.009] [optim_t 0.262] [lr 0.000038] [CE 3.531 (3.707)] [KD 1.553 (1.557)] 2024-10-19 08:43:11,881 - Train: 96.68% [1209450/1251000] [966.8/1000.0] [batch_t 0.270 (0.247)] [data_t 0.009] [optim_t 0.261] [lr 0.000038] [CE 4.116 (3.726)] [KD 1.654 (1.547)] 2024-10-19 08:43:24,405 - Train: 96.68% [1209500/1251000] [966.8/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.849 (3.742)] [KD 1.704 (1.565)] 2024-10-19 08:43:36,681 - Train: 96.69% [1209550/1251000] [966.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000038] [CE 3.343 (3.705)] [KD 1.359 (1.550)] 2024-10-19 08:43:48,543 - Train: 96.69% [1209600/1251000] [966.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.383 (3.778)] [KD 1.407 (1.579)] 2024-10-19 08:44:00,260 - Train: 96.69% [1209650/1251000] [966.9/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.726 (3.712)] [KD 1.541 (1.553)] 2024-10-19 08:44:12,046 - Train: 96.70% [1209700/1251000] [967.0/1000.0] [batch_t 0.259 (0.236)] [data_t 0.009] [optim_t 0.250] [lr 0.000038] [CE 3.902 (3.692)] [KD 1.523 (1.549)] 2024-10-19 08:44:27,924 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 41487] [top5_cnt 48213] [top_all 50000] 2024-10-19 08:44:27,925 - net: 82.974 (96.426) 2024-10-19 08:44:40,326 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41574] [top5_cnt 48209] [top_all 50000] 2024-10-19 08:44:40,326 - net_E: 83.148 (96.418) 2024-10-19 08:44:40,486 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:44:40,487 - ==> Total time: 3 days, 17:31:21 Eta: 3:03:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:44:52,034 - Train: 96.70% [1209750/1251000] [967.0/1000.0] [batch_t 0.235 (0.311)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.732 (3.727)] [KD 1.465 (1.566)] 2024-10-19 08:45:04,456 - Train: 96.71% [1209800/1251000] [967.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 3.957 (3.690)] [KD 1.642 (1.540)] 2024-10-19 08:45:16,352 - Train: 96.71% [1209850/1251000] [967.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000038] [CE 4.026 (3.691)] [KD 1.639 (1.533)] 2024-10-19 08:45:28,134 - Train: 96.71% [1209900/1251000] [967.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000038] [CE 3.333 (3.700)] [KD 1.406 (1.531)] 2024-10-19 08:45:40,309 - Train: 96.72% [1209950/1251000] [967.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 4.111 (3.753)] [KD 1.736 (1.591)] 2024-10-19 08:45:52,229 - Train: 96.72% [1210000/1251000] [967.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000038] [CE 4.143 (3.790)] [KD 1.764 (1.592)] 2024-10-19 08:46:04,213 - Train: 96.73% [1210050/1251000] [967.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.494 (3.779)] [KD 1.362 (1.559)] 2024-10-19 08:46:16,497 - Train: 96.73% [1210100/1251000] [967.3/1000.0] [batch_t 0.376 (0.246)] [data_t 0.009] [optim_t 0.367] [lr 0.000038] [CE 3.701 (3.732)] [KD 1.529 (1.567)] 2024-10-19 08:46:28,458 - Train: 96.73% [1210150/1251000] [967.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000038] [CE 4.303 (3.745)] [KD 1.818 (1.574)] 2024-10-19 08:46:40,428 - Train: 96.74% [1210200/1251000] [967.4/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.000038] [CE 3.463 (3.775)] [KD 1.436 (1.590)] 2024-10-19 08:46:52,473 - Train: 96.74% [1210250/1251000] [967.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000038] [CE 4.022 (3.789)] [KD 1.830 (1.605)] 2024-10-19 08:47:04,327 - Train: 96.75% [1210300/1251000] [967.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.603 (3.802)] [KD 1.609 (1.601)] 2024-10-19 08:47:16,372 - Train: 96.75% [1210350/1251000] [967.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 4.271 (3.731)] [KD 1.848 (1.557)] 2024-10-19 08:47:28,707 - Train: 96.75% [1210400/1251000] [967.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000038] [CE 3.630 (3.768)] [KD 1.514 (1.579)] 2024-10-19 08:47:40,607 - Train: 96.76% [1210450/1251000] [967.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000038] [CE 3.385 (3.667)] [KD 1.534 (1.527)] 2024-10-19 08:47:52,385 - Train: 96.76% [1210500/1251000] [967.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.747 (3.770)] [KD 1.636 (1.573)] 2024-10-19 08:48:04,332 - Train: 96.77% [1210550/1251000] [967.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000038] [CE 3.486 (3.733)] [KD 1.413 (1.552)] 2024-10-19 08:48:16,481 - Train: 96.77% [1210600/1251000] [967.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000038] [CE 3.928 (3.785)] [KD 1.669 (1.575)] 2024-10-19 08:48:28,480 - Train: 96.77% [1210650/1251000] [967.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.682 (3.797)] [KD 1.429 (1.588)] 2024-10-19 08:48:40,512 - Train: 96.78% [1210700/1251000] [967.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000038] [CE 3.936 (3.692)] [KD 1.641 (1.546)] 2024-10-19 08:48:52,794 - Train: 96.78% [1210750/1251000] [967.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000038] [CE 3.616 (3.739)] [KD 1.565 (1.566)] 2024-10-19 08:49:05,008 - Train: 96.79% [1210800/1251000] [967.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000038] [CE 3.408 (3.756)] [KD 1.436 (1.586)] 2024-10-19 08:49:17,551 - Train: 96.79% [1210850/1251000] [967.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000038] [CE 3.668 (3.709)] [KD 1.562 (1.548)] 2024-10-19 08:49:30,269 - Train: 96.79% [1210900/1251000] [967.9/1000.0] [batch_t 0.296 (0.254)] [data_t 0.073] [optim_t 0.223] [lr 0.000038] [CE 4.054 (3.726)] [KD 1.643 (1.553)] 2024-10-19 08:49:42,708 - Train: 96.80% [1210950/1251000] [968.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.014] [optim_t 0.222] [lr 0.000038] [CE 3.777 (3.767)] [KD 1.557 (1.581)] 2024-10-19 08:49:58,938 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41470] [top5_cnt 48174] [top_all 50000] 2024-10-19 08:49:58,939 - net: 82.940 (96.348) 2024-10-19 08:50:10,958 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.230)] [top1_cnt 41579] [top5_cnt 48216] [top_all 50000] 2024-10-19 08:50:10,959 - net_E: 83.158 (96.432) 2024-10-19 08:50:11,102 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:50:11,103 - ==> Total time: 3 days, 17:36:51 Eta: 2:57:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:50:22,655 - Train: 96.80% [1211000/1251000] [968.0/1000.0] [batch_t 0.232 (0.316)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.745 (3.739)] [KD 1.520 (1.577)] 2024-10-19 08:50:34,602 - Train: 96.81% [1211050/1251000] [968.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.422 (3.735)] [KD 1.427 (1.569)] 2024-10-19 08:50:46,485 - Train: 96.81% [1211100/1251000] [968.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 3.846 (3.709)] [KD 1.702 (1.522)] 2024-10-19 08:50:58,484 - Train: 96.81% [1211150/1251000] [968.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 3.446 (3.730)] [KD 1.400 (1.562)] 2024-10-19 08:51:10,821 - Train: 96.82% [1211200/1251000] [968.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000037] [CE 3.725 (3.742)] [KD 1.529 (1.571)] 2024-10-19 08:51:23,178 - Train: 96.82% [1211250/1251000] [968.2/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.000037] [CE 3.787 (3.750)] [KD 1.689 (1.564)] 2024-10-19 08:51:35,587 - Train: 96.83% [1211300/1251000] [968.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 4.247 (3.734)] [KD 1.767 (1.559)] 2024-10-19 08:51:48,322 - Train: 96.83% [1211350/1251000] [968.3/1000.0] [batch_t 0.249 (0.255)] [data_t 0.009] [optim_t 0.240] [lr 0.000037] [CE 3.721 (3.743)] [KD 1.652 (1.545)] 2024-10-19 08:52:00,884 - Train: 96.83% [1211400/1251000] [968.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 4.138 (3.793)] [KD 1.883 (1.594)] 2024-10-19 08:52:13,652 - Train: 96.84% [1211450/1251000] [968.4/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 4.049 (3.741)] [KD 1.614 (1.565)] 2024-10-19 08:52:25,731 - Train: 96.84% [1211500/1251000] [968.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 4.019 (3.691)] [KD 1.713 (1.554)] 2024-10-19 08:52:38,196 - Train: 96.85% [1211550/1251000] [968.5/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.000037] [CE 3.888 (3.721)] [KD 1.793 (1.552)] 2024-10-19 08:52:50,397 - Train: 96.85% [1211600/1251000] [968.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 4.067 (3.758)] [KD 1.643 (1.574)] 2024-10-19 08:53:02,773 - Train: 96.85% [1211650/1251000] [968.5/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000037] [CE 3.770 (3.767)] [KD 1.601 (1.576)] 2024-10-19 08:53:15,096 - Train: 96.86% [1211700/1251000] [968.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 4.119 (3.732)] [KD 1.648 (1.561)] 2024-10-19 08:53:27,226 - Train: 96.86% [1211750/1251000] [968.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.651 (3.745)] [KD 1.629 (1.565)] 2024-10-19 08:53:39,453 - Train: 96.87% [1211800/1251000] [968.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000037] [CE 3.551 (3.676)] [KD 1.418 (1.544)] 2024-10-19 08:53:51,380 - Train: 96.87% [1211850/1251000] [968.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.818 (3.747)] [KD 1.566 (1.562)] 2024-10-19 08:54:03,163 - Train: 96.87% [1211900/1251000] [968.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 3.707 (3.666)] [KD 1.584 (1.534)] 2024-10-19 08:54:15,125 - Train: 96.88% [1211950/1251000] [968.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.893 (3.748)] [KD 1.607 (1.565)] 2024-10-19 08:54:27,128 - Train: 96.88% [1212000/1251000] [968.8/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.000037] [CE 3.599 (3.715)] [KD 1.513 (1.559)] 2024-10-19 08:54:39,342 - Train: 96.89% [1212050/1251000] [968.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.463 (3.707)] [KD 1.480 (1.534)] 2024-10-19 08:54:51,634 - Train: 96.89% [1212100/1251000] [968.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 4.008 (3.813)] [KD 1.714 (1.608)] 2024-10-19 08:55:03,439 - Train: 96.89% [1212150/1251000] [968.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.894 (3.817)] [KD 1.640 (1.614)] 2024-10-19 08:55:15,415 - Train: 96.90% [1212200/1251000] [969.0/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000037] [CE 3.483 (3.581)] [KD 1.396 (1.484)] 2024-10-19 08:55:32,437 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 41472] [top5_cnt 48185] [top_all 50000] 2024-10-19 08:55:32,437 - net: 82.944 (96.370) 2024-10-19 08:55:44,893 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.241)] [top1_cnt 41583] [top5_cnt 48209] [top_all 50000] 2024-10-19 08:55:44,894 - net_E: 83.166 (96.418) 2024-10-19 08:55:45,051 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 08:55:45,052 - ==> Total time: 3 days, 17:42:25 Eta: 2:52:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 08:55:56,143 - Train: 96.90% [1212250/1251000] [969.0/1000.0] [batch_t 0.233 (0.316)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 3.591 (3.724)] [KD 1.444 (1.550)] 2024-10-19 08:56:08,309 - Train: 96.91% [1212300/1251000] [969.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.702 (3.719)] [KD 1.571 (1.554)] 2024-10-19 08:56:20,684 - Train: 96.91% [1212350/1251000] [969.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.565 (3.769)] [KD 1.624 (1.594)] 2024-10-19 08:56:32,554 - Train: 96.91% [1212400/1251000] [969.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 4.266 (3.813)] [KD 1.916 (1.607)] 2024-10-19 08:56:44,463 - Train: 96.92% [1212450/1251000] [969.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.739 (3.803)] [KD 1.553 (1.580)] 2024-10-19 08:56:56,310 - Train: 96.92% [1212500/1251000] [969.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.352 (3.701)] [KD 1.330 (1.530)] 2024-10-19 08:57:08,619 - Train: 96.93% [1212550/1251000] [969.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 2.927 (3.706)] [KD 1.220 (1.556)] 2024-10-19 08:57:20,459 - Train: 96.93% [1212600/1251000] [969.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.998 (3.756)] [KD 1.688 (1.562)] 2024-10-19 08:57:32,164 - Train: 96.93% [1212650/1251000] [969.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.561 (3.687)] [KD 1.423 (1.537)] 2024-10-19 08:57:44,069 - Train: 96.94% [1212700/1251000] [969.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.676 (3.774)] [KD 1.507 (1.578)] 2024-10-19 08:57:56,310 - Train: 96.94% [1212750/1251000] [969.4/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.984 (3.703)] [KD 1.865 (1.560)] 2024-10-19 08:58:08,117 - Train: 96.95% [1212800/1251000] [969.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.798 (3.768)] [KD 1.514 (1.585)] 2024-10-19 08:58:19,887 - Train: 96.95% [1212850/1251000] [969.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000037] [CE 3.560 (3.722)] [KD 1.555 (1.546)] 2024-10-19 08:58:31,821 - Train: 96.95% [1212900/1251000] [969.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.914 (3.763)] [KD 1.684 (1.580)] 2024-10-19 08:58:43,946 - Train: 96.96% [1212950/1251000] [969.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 3.959 (3.728)] [KD 1.672 (1.541)] 2024-10-19 08:58:55,754 - Train: 96.96% [1213000/1251000] [969.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 4.132 (3.707)] [KD 1.832 (1.539)] 2024-10-19 08:59:07,938 - Train: 96.97% [1213050/1251000] [969.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.582 (3.675)] [KD 1.471 (1.536)] 2024-10-19 08:59:20,036 - Train: 96.97% [1213100/1251000] [969.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 4.254 (3.780)] [KD 1.843 (1.579)] 2024-10-19 08:59:32,054 - Train: 96.97% [1213150/1251000] [969.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000037] [CE 3.863 (3.661)] [KD 1.613 (1.526)] 2024-10-19 08:59:44,043 - Train: 96.98% [1213200/1251000] [969.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 3.409 (3.692)] [KD 1.391 (1.547)] 2024-10-19 08:59:56,138 - Train: 96.98% [1213250/1251000] [969.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000037] [CE 4.148 (3.710)] [KD 1.645 (1.571)] 2024-10-19 09:00:08,280 - Train: 96.99% [1213300/1251000] [969.9/1000.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.000037] [CE 3.896 (3.763)] [KD 1.644 (1.566)] 2024-10-19 09:00:20,696 - Train: 96.99% [1213350/1251000] [969.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.841 (3.759)] [KD 1.541 (1.569)] 2024-10-19 09:00:32,832 - Train: 96.99% [1213400/1251000] [969.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 4.074 (3.631)] [KD 1.786 (1.513)] 2024-10-19 09:00:44,920 - Train: 97.00% [1213450/1251000] [970.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.616 (3.721)] [KD 1.611 (1.552)] 2024-10-19 09:01:01,952 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41466] [top5_cnt 48180] [top_all 50000] 2024-10-19 09:01:01,952 - net: 82.932 (96.360) 2024-10-19 09:01:13,964 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41596] [top5_cnt 48219] [top_all 50000] 2024-10-19 09:01:13,965 - net_E: 83.192 (96.438) 2024-10-19 09:01:14,120 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:01:14,120 - ==> Total time: 3 days, 17:47:54 Eta: 2:46:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:01:25,597 - Train: 97.00% [1213500/1251000] [970.0/1000.0] [batch_t 0.231 (0.330)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 3.554 (3.697)] [KD 1.488 (1.538)] 2024-10-19 09:01:37,714 - Train: 97.01% [1213550/1251000] [970.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 4.051 (3.817)] [KD 1.661 (1.586)] 2024-10-19 09:01:49,547 - Train: 97.01% [1213600/1251000] [970.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 4.084 (3.756)] [KD 1.615 (1.564)] 2024-10-19 09:02:01,565 - Train: 97.01% [1213650/1251000] [970.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000037] [CE 3.801 (3.776)] [KD 1.478 (1.577)] 2024-10-19 09:02:13,391 - Train: 97.02% [1213700/1251000] [970.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 3.826 (3.729)] [KD 1.701 (1.569)] 2024-10-19 09:02:25,157 - Train: 97.02% [1213750/1251000] [970.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.432 (3.802)] [KD 1.383 (1.594)] 2024-10-19 09:02:37,110 - Train: 97.03% [1213800/1251000] [970.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.773 (3.768)] [KD 1.624 (1.588)] 2024-10-19 09:02:49,348 - Train: 97.03% [1213850/1251000] [970.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.690 (3.699)] [KD 1.519 (1.532)] 2024-10-19 09:03:01,272 - Train: 97.03% [1213900/1251000] [970.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.868 (3.763)] [KD 1.593 (1.581)] 2024-10-19 09:03:13,115 - Train: 97.04% [1213950/1251000] [970.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 4.446 (3.713)] [KD 1.992 (1.551)] 2024-10-19 09:03:24,989 - Train: 97.04% [1214000/1251000] [970.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000036] [CE 4.001 (3.743)] [KD 1.748 (1.574)] 2024-10-19 09:03:36,942 - Train: 97.05% [1214050/1251000] [970.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 4.127 (3.733)] [KD 1.678 (1.559)] 2024-10-19 09:03:48,916 - Train: 97.05% [1214100/1251000] [970.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000036] [CE 3.641 (3.757)] [KD 1.464 (1.581)] 2024-10-19 09:04:01,002 - Train: 97.05% [1214150/1251000] [970.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000036] [CE 3.917 (3.708)] [KD 1.656 (1.537)] 2024-10-19 09:04:12,704 - Train: 97.06% [1214200/1251000] [970.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.900 (3.740)] [KD 1.583 (1.548)] 2024-10-19 09:04:24,760 - Train: 97.06% [1214250/1251000] [970.6/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000036] [CE 3.466 (3.771)] [KD 1.552 (1.578)] 2024-10-19 09:04:36,458 - Train: 97.07% [1214300/1251000] [970.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.304 (3.707)] [KD 1.428 (1.538)] 2024-10-19 09:04:48,321 - Train: 97.07% [1214350/1251000] [970.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.751 (3.721)] [KD 1.463 (1.553)] 2024-10-19 09:05:00,486 - Train: 97.07% [1214400/1251000] [970.7/1000.0] [batch_t 0.373 (0.243)] [data_t 0.009] [optim_t 0.365] [lr 0.000036] [CE 3.554 (3.813)] [KD 1.452 (1.604)] 2024-10-19 09:05:12,458 - Train: 97.08% [1214450/1251000] [970.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000036] [CE 3.445 (3.778)] [KD 1.389 (1.588)] 2024-10-19 09:05:24,484 - Train: 97.08% [1214500/1251000] [970.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000036] [CE 4.167 (3.726)] [KD 1.763 (1.561)] 2024-10-19 09:05:36,411 - Train: 97.09% [1214550/1251000] [970.9/1000.0] [batch_t 0.344 (0.238)] [data_t 0.009] [optim_t 0.335] [lr 0.000036] [CE 3.887 (3.672)] [KD 1.420 (1.529)] 2024-10-19 09:05:48,332 - Train: 97.09% [1214600/1251000] [970.9/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000036] [CE 3.609 (3.735)] [KD 1.667 (1.566)] 2024-10-19 09:06:00,498 - Train: 97.09% [1214650/1251000] [970.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 4.115 (3.821)] [KD 1.729 (1.600)] 2024-10-19 09:06:12,385 - Train: 97.10% [1214700/1251000] [971.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.668 (3.685)] [KD 1.709 (1.526)] 2024-10-19 09:06:30,022 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.250)] [top1_cnt 41488] [top5_cnt 48189] [top_all 50000] 2024-10-19 09:06:30,022 - net: 82.976 (96.378) 2024-10-19 09:06:43,048 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 41592] [top5_cnt 48212] [top_all 50000] 2024-10-19 09:06:43,048 - net_E: 83.184 (96.424) 2024-10-19 09:06:43,194 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:06:43,194 - ==> Total time: 3 days, 17:53:23 Eta: 2:41:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:06:54,308 - Train: 97.10% [1214750/1251000] [971.0/1000.0] [batch_t 0.238 (0.333)] [data_t 0.009] [optim_t 0.229] [lr 0.000036] [CE 3.537 (3.735)] [KD 1.404 (1.551)] 2024-10-19 09:07:06,547 - Train: 97.11% [1214800/1251000] [971.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 4.042 (3.738)] [KD 1.647 (1.547)] 2024-10-19 09:07:19,096 - Train: 97.11% [1214850/1251000] [971.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 4.296 (3.762)] [KD 1.701 (1.579)] 2024-10-19 09:07:31,047 - Train: 97.11% [1214900/1251000] [971.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 2.855 (3.817)] [KD 1.142 (1.591)] 2024-10-19 09:07:42,943 - Train: 97.12% [1214950/1251000] [971.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000036] [CE 3.852 (3.693)] [KD 1.704 (1.543)] 2024-10-19 09:07:55,044 - Train: 97.12% [1215000/1251000] [971.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000036] [CE 3.910 (3.795)] [KD 1.581 (1.592)] 2024-10-19 09:08:07,146 - Train: 97.13% [1215050/1251000] [971.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.720 (3.646)] [KD 1.389 (1.514)] 2024-10-19 09:08:18,930 - Train: 97.13% [1215100/1251000] [971.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.919 (3.769)] [KD 1.647 (1.562)] 2024-10-19 09:08:31,063 - Train: 97.13% [1215150/1251000] [971.3/1000.0] [batch_t 0.359 (0.243)] [data_t 0.009] [optim_t 0.350] [lr 0.000036] [CE 3.873 (3.716)] [KD 1.590 (1.557)] 2024-10-19 09:08:43,102 - Train: 97.14% [1215200/1251000] [971.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 3.521 (3.669)] [KD 1.508 (1.530)] 2024-10-19 09:08:55,191 - Train: 97.14% [1215250/1251000] [971.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000036] [CE 3.856 (3.730)] [KD 1.589 (1.558)] 2024-10-19 09:09:07,188 - Train: 97.15% [1215300/1251000] [971.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.696 (3.752)] [KD 1.446 (1.547)] 2024-10-19 09:09:19,138 - Train: 97.15% [1215350/1251000] [971.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000036] [CE 3.589 (3.768)] [KD 1.399 (1.588)] 2024-10-19 09:09:31,189 - Train: 97.15% [1215400/1251000] [971.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000036] [CE 3.993 (3.742)] [KD 1.689 (1.551)] 2024-10-19 09:09:43,304 - Train: 97.16% [1215450/1251000] [971.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000036] [CE 3.790 (3.801)] [KD 1.698 (1.594)] 2024-10-19 09:09:55,319 - Train: 97.16% [1215500/1251000] [971.6/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000036] [CE 3.928 (3.663)] [KD 1.779 (1.540)] 2024-10-19 09:10:07,227 - Train: 97.17% [1215550/1251000] [971.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000036] [CE 3.713 (3.719)] [KD 1.521 (1.545)] 2024-10-19 09:10:19,514 - Train: 97.17% [1215600/1251000] [971.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000036] [CE 4.139 (3.761)] [KD 1.811 (1.559)] 2024-10-19 09:10:31,829 - Train: 97.17% [1215650/1251000] [971.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 3.425 (3.776)] [KD 1.288 (1.583)] 2024-10-19 09:10:43,768 - Train: 97.18% [1215700/1251000] [971.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000036] [CE 3.744 (3.772)] [KD 1.432 (1.559)] 2024-10-19 09:10:55,634 - Train: 97.18% [1215750/1251000] [971.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 3.455 (3.748)] [KD 1.421 (1.577)] 2024-10-19 09:11:07,705 - Train: 97.19% [1215800/1251000] [971.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000036] [CE 3.889 (3.749)] [KD 1.648 (1.562)] 2024-10-19 09:11:19,914 - Train: 97.19% [1215850/1251000] [971.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000036] [CE 3.801 (3.671)] [KD 1.580 (1.528)] 2024-10-19 09:11:31,849 - Train: 97.19% [1215900/1251000] [971.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000036] [CE 3.835 (3.702)] [KD 1.628 (1.541)] 2024-10-19 09:11:43,634 - Train: 97.20% [1215950/1251000] [972.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.833 (3.671)] [KD 1.616 (1.523)] 2024-10-19 09:12:01,070 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 41475] [top5_cnt 48170] [top_all 50000] 2024-10-19 09:12:01,071 - net: 82.950 (96.340) 2024-10-19 09:12:13,243 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41591] [top5_cnt 48221] [top_all 50000] 2024-10-19 09:12:13,244 - net_E: 83.182 (96.442) 2024-10-19 09:12:13,411 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:12:13,411 - ==> Total time: 3 days, 17:58:54 Eta: 2:35:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:12:23,869 - Train: 97.20% [1216000/1251000] [972.0/1000.0] [batch_t 0.233 (0.329)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.821 (3.738)] [KD 1.703 (1.571)] 2024-10-19 09:12:35,791 - Train: 97.21% [1216050/1251000] [972.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.604 (3.710)] [KD 1.554 (1.533)] 2024-10-19 09:12:48,010 - Train: 97.21% [1216100/1251000] [972.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 4.158 (3.766)] [KD 1.742 (1.561)] 2024-10-19 09:13:00,051 - Train: 97.21% [1216150/1251000] [972.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.352 (3.717)] [KD 1.353 (1.538)] 2024-10-19 09:13:11,940 - Train: 97.22% [1216200/1251000] [972.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.770 (3.843)] [KD 1.622 (1.601)] 2024-10-19 09:13:23,717 - Train: 97.22% [1216250/1251000] [972.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.496 (3.711)] [KD 1.383 (1.549)] 2024-10-19 09:13:35,675 - Train: 97.23% [1216300/1251000] [972.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000036] [CE 3.577 (3.746)] [KD 1.580 (1.572)] 2024-10-19 09:13:47,508 - Train: 97.23% [1216350/1251000] [972.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.548 (3.712)] [KD 1.566 (1.539)] 2024-10-19 09:13:59,539 - Train: 97.23% [1216400/1251000] [972.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.860 (3.721)] [KD 1.664 (1.558)] 2024-10-19 09:14:11,524 - Train: 97.24% [1216450/1251000] [972.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000036] [CE 3.294 (3.759)] [KD 1.382 (1.573)] 2024-10-19 09:14:23,328 - Train: 97.24% [1216500/1251000] [972.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.721 (3.718)] [KD 1.411 (1.530)] 2024-10-19 09:14:35,111 - Train: 97.25% [1216550/1251000] [972.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 3.674 (3.706)] [KD 1.486 (1.547)] 2024-10-19 09:14:47,137 - Train: 97.25% [1216600/1251000] [972.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000036] [CE 3.508 (3.689)] [KD 1.441 (1.552)] 2024-10-19 09:14:58,953 - Train: 97.25% [1216650/1251000] [972.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 3.714 (3.731)] [KD 1.503 (1.545)] 2024-10-19 09:15:11,091 - Train: 97.26% [1216700/1251000] [972.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000036] [CE 4.384 (3.776)] [KD 1.930 (1.589)] 2024-10-19 09:15:23,001 - Train: 97.26% [1216750/1251000] [972.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.887 (3.674)] [KD 1.568 (1.529)] 2024-10-19 09:15:35,154 - Train: 97.27% [1216800/1251000] [972.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000035] [CE 3.617 (3.801)] [KD 1.522 (1.587)] 2024-10-19 09:15:47,005 - Train: 97.27% [1216850/1251000] [972.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000035] [CE 3.576 (3.749)] [KD 1.467 (1.563)] 2024-10-19 09:15:58,940 - Train: 97.27% [1216900/1251000] [972.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 3.115 (3.752)] [KD 1.287 (1.556)] 2024-10-19 09:16:11,151 - Train: 97.28% [1216950/1251000] [972.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.960 (3.750)] [KD 1.567 (1.555)] 2024-10-19 09:16:23,585 - Train: 97.28% [1217000/1251000] [972.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.657 (3.697)] [KD 1.602 (1.528)] 2024-10-19 09:16:35,782 - Train: 97.29% [1217050/1251000] [972.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.925 (3.744)] [KD 1.636 (1.567)] 2024-10-19 09:16:48,003 - Train: 97.29% [1217100/1251000] [972.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000035] [CE 3.788 (3.745)] [KD 1.499 (1.562)] 2024-10-19 09:17:00,241 - Train: 97.29% [1217150/1251000] [972.9/1000.0] [batch_t 0.261 (0.245)] [data_t 0.009] [optim_t 0.252] [lr 0.000035] [CE 3.876 (3.739)] [KD 1.602 (1.554)] 2024-10-19 09:17:12,781 - Train: 97.30% [1217200/1251000] [973.0/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 4.276 (3.668)] [KD 1.773 (1.545)] 2024-10-19 09:17:30,153 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 41468] [top5_cnt 48179] [top_all 50000] 2024-10-19 09:17:30,154 - net: 82.936 (96.358) 2024-10-19 09:17:42,365 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.236)] [top1_cnt 41585] [top5_cnt 48215] [top_all 50000] 2024-10-19 09:17:42,366 - net_E: 83.170 (96.430) 2024-10-19 09:17:42,524 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:17:42,524 - ==> Total time: 3 days, 18:04:23 Eta: 2:29:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:17:52,441 - Train: 97.30% [1217250/1251000] [973.0/1000.0] [batch_t 0.233 (0.317)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.635 (3.787)] [KD 1.456 (1.586)] 2024-10-19 09:18:04,440 - Train: 97.31% [1217300/1251000] [973.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 3.707 (3.627)] [KD 1.578 (1.524)] 2024-10-19 09:18:17,343 - Train: 97.31% [1217350/1251000] [973.1/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.733 (3.661)] [KD 1.504 (1.526)] 2024-10-19 09:18:29,217 - Train: 97.31% [1217400/1251000] [973.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 3.364 (3.745)] [KD 1.332 (1.553)] 2024-10-19 09:18:41,306 - Train: 97.32% [1217450/1251000] [973.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000035] [CE 3.490 (3.738)] [KD 1.383 (1.565)] 2024-10-19 09:18:53,731 - Train: 97.32% [1217500/1251000] [973.2/1000.0] [batch_t 0.261 (0.248)] [data_t 0.009] [optim_t 0.252] [lr 0.000035] [CE 3.974 (3.723)] [KD 1.716 (1.535)] 2024-10-19 09:19:06,165 - Train: 97.33% [1217550/1251000] [973.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.837 (3.767)] [KD 1.616 (1.584)] 2024-10-19 09:19:18,465 - Train: 97.33% [1217600/1251000] [973.3/1000.0] [batch_t 0.280 (0.246)] [data_t 0.009] [optim_t 0.271] [lr 0.000035] [CE 3.671 (3.743)] [KD 1.447 (1.551)] 2024-10-19 09:19:31,041 - Train: 97.33% [1217650/1251000] [973.3/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.775 (3.768)] [KD 1.616 (1.556)] 2024-10-19 09:19:43,037 - Train: 97.34% [1217700/1251000] [973.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.607 (3.701)] [KD 1.465 (1.539)] 2024-10-19 09:19:55,426 - Train: 97.34% [1217750/1251000] [973.4/1000.0] [batch_t 0.272 (0.248)] [data_t 0.009] [optim_t 0.263] [lr 0.000035] [CE 3.781 (3.768)] [KD 1.577 (1.574)] 2024-10-19 09:20:07,780 - Train: 97.35% [1217800/1251000] [973.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.923 (3.652)] [KD 1.680 (1.519)] 2024-10-19 09:20:20,048 - Train: 97.35% [1217850/1251000] [973.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000035] [CE 3.626 (3.716)] [KD 1.592 (1.539)] 2024-10-19 09:20:32,403 - Train: 97.35% [1217900/1251000] [973.5/1000.0] [batch_t 0.438 (0.247)] [data_t 0.009] [optim_t 0.430] [lr 0.000035] [CE 4.049 (3.794)] [KD 1.848 (1.602)] 2024-10-19 09:20:44,541 - Train: 97.36% [1217950/1251000] [973.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 4.019 (3.723)] [KD 1.623 (1.537)] 2024-10-19 09:20:56,811 - Train: 97.36% [1218000/1251000] [973.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 4.080 (3.754)] [KD 1.666 (1.569)] 2024-10-19 09:21:08,794 - Train: 97.37% [1218050/1251000] [973.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.705 (3.734)] [KD 1.476 (1.563)] 2024-10-19 09:21:21,104 - Train: 97.37% [1218100/1251000] [973.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000035] [CE 3.937 (3.704)] [KD 1.675 (1.550)] 2024-10-19 09:21:33,442 - Train: 97.37% [1218150/1251000] [973.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.879 (3.773)] [KD 1.663 (1.566)] 2024-10-19 09:21:45,282 - Train: 97.38% [1218200/1251000] [973.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.408 (3.710)] [KD 1.313 (1.525)] 2024-10-19 09:21:57,128 - Train: 97.38% [1218250/1251000] [973.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.614 (3.777)] [KD 1.431 (1.570)] 2024-10-19 09:22:09,354 - Train: 97.39% [1218300/1251000] [973.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000035] [CE 3.723 (3.746)] [KD 1.564 (1.567)] 2024-10-19 09:22:21,683 - Train: 97.39% [1218350/1251000] [973.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.570 (3.684)] [KD 1.413 (1.535)] 2024-10-19 09:22:33,994 - Train: 97.39% [1218400/1251000] [973.9/1000.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.244] [lr 0.000035] [CE 3.560 (3.637)] [KD 1.461 (1.514)] 2024-10-19 09:22:46,220 - Train: 97.40% [1218450/1251000] [974.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.541 (3.745)] [KD 1.442 (1.563)] 2024-10-19 09:23:04,105 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41479] [top5_cnt 48168] [top_all 50000] 2024-10-19 09:23:04,106 - net: 82.958 (96.336) 2024-10-19 09:23:16,142 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 41589] [top5_cnt 48229] [top_all 50000] 2024-10-19 09:23:16,143 - net_E: 83.178 (96.458) 2024-10-19 09:23:16,289 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:23:16,290 - ==> Total time: 3 days, 18:09:56 Eta: 2:24:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:23:26,213 - Train: 97.40% [1218500/1251000] [974.0/1000.0] [batch_t 0.231 (0.323)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.404 (3.784)] [KD 1.378 (1.575)] 2024-10-19 09:23:38,137 - Train: 97.41% [1218550/1251000] [974.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 3.419 (3.738)] [KD 1.377 (1.572)] 2024-10-19 09:23:50,667 - Train: 97.41% [1218600/1251000] [974.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000035] [CE 3.929 (3.797)] [KD 1.832 (1.574)] 2024-10-19 09:24:02,795 - Train: 97.41% [1218650/1251000] [974.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000035] [CE 3.111 (3.685)] [KD 1.294 (1.546)] 2024-10-19 09:24:14,530 - Train: 97.42% [1218700/1251000] [974.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.762 (3.836)] [KD 1.641 (1.613)] 2024-10-19 09:24:26,397 - Train: 97.42% [1218750/1251000] [974.2/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000035] [CE 3.716 (3.760)] [KD 1.593 (1.576)] 2024-10-19 09:24:38,316 - Train: 97.43% [1218800/1251000] [974.3/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 4.125 (3.738)] [KD 1.761 (1.558)] 2024-10-19 09:24:50,054 - Train: 97.43% [1218850/1251000] [974.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.292 (3.689)] [KD 1.290 (1.527)] 2024-10-19 09:25:02,104 - Train: 97.43% [1218900/1251000] [974.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000035] [CE 3.809 (3.764)] [KD 1.618 (1.566)] 2024-10-19 09:25:14,157 - Train: 97.44% [1218950/1251000] [974.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 4.248 (3.782)] [KD 1.779 (1.585)] 2024-10-19 09:25:26,187 - Train: 97.44% [1219000/1251000] [974.4/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000035] [CE 4.281 (3.720)] [KD 1.740 (1.533)] 2024-10-19 09:25:38,070 - Train: 97.45% [1219050/1251000] [974.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.890 (3.741)] [KD 1.641 (1.560)] 2024-10-19 09:25:49,973 - Train: 97.45% [1219100/1251000] [974.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 3.426 (3.673)] [KD 1.291 (1.529)] 2024-10-19 09:26:01,660 - Train: 97.45% [1219150/1251000] [974.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.718 (3.733)] [KD 1.476 (1.548)] 2024-10-19 09:26:13,789 - Train: 97.46% [1219200/1251000] [974.6/1000.0] [batch_t 0.385 (0.242)] [data_t 0.009] [optim_t 0.376] [lr 0.000035] [CE 4.053 (3.710)] [KD 1.663 (1.548)] 2024-10-19 09:26:25,791 - Train: 97.46% [1219250/1251000] [974.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.798 (3.668)] [KD 1.597 (1.522)] 2024-10-19 09:26:37,641 - Train: 97.47% [1219300/1251000] [974.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.480 (3.706)] [KD 1.553 (1.540)] 2024-10-19 09:26:49,331 - Train: 97.47% [1219350/1251000] [974.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.261 (3.761)] [KD 1.335 (1.574)] 2024-10-19 09:27:01,256 - Train: 97.47% [1219400/1251000] [974.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.137 (3.668)] [KD 1.339 (1.536)] 2024-10-19 09:27:13,105 - Train: 97.48% [1219450/1251000] [974.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.747 (3.758)] [KD 1.601 (1.558)] 2024-10-19 09:27:24,951 - Train: 97.48% [1219500/1251000] [974.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.961 (3.752)] [KD 1.607 (1.562)] 2024-10-19 09:27:36,899 - Train: 97.49% [1219550/1251000] [974.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.382 (3.723)] [KD 1.413 (1.549)] 2024-10-19 09:27:48,791 - Train: 97.49% [1219600/1251000] [974.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000035] [CE 4.245 (3.727)] [KD 1.781 (1.562)] 2024-10-19 09:28:00,800 - Train: 97.49% [1219650/1251000] [974.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.924 (3.755)] [KD 1.557 (1.544)] 2024-10-19 09:28:12,773 - Train: 97.50% [1219700/1251000] [975.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 4.095 (3.676)] [KD 1.688 (1.514)] 2024-10-19 09:28:30,827 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 41479] [top5_cnt 48167] [top_all 50000] 2024-10-19 09:28:30,827 - net: 82.958 (96.334) 2024-10-19 09:28:42,945 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41592] [top5_cnt 48228] [top_all 50000] 2024-10-19 09:28:42,945 - net_E: 83.184 (96.456) 2024-10-19 09:28:43,091 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:28:43,091 - ==> Total time: 3 days, 18:15:23 Eta: 2:18:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:28:54,124 - Train: 97.50% [1219750/1251000] [975.0/1000.0] [batch_t 0.234 (0.285)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.736 (3.682)] [KD 1.607 (1.524)] 2024-10-19 09:29:06,139 - Train: 97.51% [1219800/1251000] [975.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.253 (3.752)] [KD 1.268 (1.551)] 2024-10-19 09:29:18,420 - Train: 97.51% [1219850/1251000] [975.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.944 (3.701)] [KD 1.697 (1.541)] 2024-10-19 09:29:30,224 - Train: 97.51% [1219900/1251000] [975.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.763 (3.767)] [KD 1.555 (1.569)] 2024-10-19 09:29:42,425 - Train: 97.52% [1219950/1251000] [975.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000035] [CE 3.943 (3.802)] [KD 1.825 (1.586)] 2024-10-19 09:29:54,403 - Train: 97.52% [1220000/1251000] [975.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.426 (3.719)] [KD 1.388 (1.546)] 2024-10-19 09:30:06,254 - Train: 97.53% [1220050/1251000] [975.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000034] [CE 3.513 (3.706)] [KD 1.437 (1.538)] 2024-10-19 09:30:18,063 - Train: 97.53% [1220100/1251000] [975.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.922 (3.688)] [KD 1.583 (1.532)] 2024-10-19 09:30:30,041 - Train: 97.53% [1220150/1251000] [975.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 4.251 (3.763)] [KD 1.842 (1.567)] 2024-10-19 09:30:41,927 - Train: 97.54% [1220200/1251000] [975.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.311 (3.705)] [KD 1.379 (1.545)] 2024-10-19 09:30:54,067 - Train: 97.54% [1220250/1251000] [975.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.296 (3.735)] [KD 1.292 (1.562)] 2024-10-19 09:31:05,853 - Train: 97.55% [1220300/1251000] [975.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.970 (3.718)] [KD 1.629 (1.547)] 2024-10-19 09:31:17,801 - Train: 97.55% [1220350/1251000] [975.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.166 (3.735)] [KD 1.362 (1.572)] 2024-10-19 09:31:29,787 - Train: 97.55% [1220400/1251000] [975.5/1000.0] [batch_t 0.366 (0.240)] [data_t 0.009] [optim_t 0.357] [lr 0.000034] [CE 4.058 (3.738)] [KD 1.620 (1.561)] 2024-10-19 09:31:41,823 - Train: 97.56% [1220450/1251000] [975.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.684 (3.753)] [KD 1.484 (1.558)] 2024-10-19 09:31:53,834 - Train: 97.56% [1220500/1251000] [975.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.687 (3.774)] [KD 1.593 (1.559)] 2024-10-19 09:32:05,827 - Train: 97.57% [1220550/1251000] [975.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.833 (3.752)] [KD 1.668 (1.556)] 2024-10-19 09:32:17,634 - Train: 97.57% [1220600/1251000] [975.7/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 3.537 (3.666)] [KD 1.380 (1.514)] 2024-10-19 09:32:29,888 - Train: 97.57% [1220650/1251000] [975.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 4.032 (3.707)] [KD 1.738 (1.558)] 2024-10-19 09:32:41,823 - Train: 97.58% [1220700/1251000] [975.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.208 (3.708)] [KD 1.288 (1.533)] 2024-10-19 09:32:53,714 - Train: 97.58% [1220750/1251000] [975.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 4.205 (3.778)] [KD 1.757 (1.577)] 2024-10-19 09:33:05,827 - Train: 97.59% [1220800/1251000] [975.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.965 (3.739)] [KD 1.525 (1.533)] 2024-10-19 09:33:17,971 - Train: 97.59% [1220850/1251000] [975.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 4.258 (3.724)] [KD 1.804 (1.554)] 2024-10-19 09:33:29,977 - Train: 97.59% [1220900/1251000] [975.9/1000.0] [batch_t 0.284 (0.240)] [data_t 0.009] [optim_t 0.275] [lr 0.000034] [CE 3.706 (3.746)] [KD 1.505 (1.563)] 2024-10-19 09:33:42,186 - Train: 97.60% [1220950/1251000] [976.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.791 (3.718)] [KD 1.583 (1.549)] 2024-10-19 09:34:00,300 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41465] [top5_cnt 48158] [top_all 50000] 2024-10-19 09:34:00,301 - net: 82.930 (96.316) 2024-10-19 09:34:12,324 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 41596] [top5_cnt 48228] [top_all 50000] 2024-10-19 09:34:12,325 - net_E: 83.192 (96.456) 2024-10-19 09:34:12,478 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:34:12,479 - ==> Total time: 3 days, 18:20:53 Eta: 2:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:34:22,308 - Train: 97.60% [1221000/1251000] [976.0/1000.0] [batch_t 0.235 (0.354)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.569 (3.763)] [KD 1.459 (1.580)] 2024-10-19 09:34:34,337 - Train: 97.61% [1221050/1251000] [976.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.331 (3.696)] [KD 1.424 (1.539)] 2024-10-19 09:34:46,514 - Train: 97.61% [1221100/1251000] [976.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.164 (3.773)] [KD 1.267 (1.569)] 2024-10-19 09:34:58,397 - Train: 97.61% [1221150/1251000] [976.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000034] [CE 3.928 (3.701)] [KD 1.681 (1.544)] 2024-10-19 09:35:10,445 - Train: 97.62% [1221200/1251000] [976.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.639 (3.685)] [KD 1.439 (1.517)] 2024-10-19 09:35:22,201 - Train: 97.62% [1221250/1251000] [976.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.712 (3.762)] [KD 1.525 (1.563)] 2024-10-19 09:35:34,047 - Train: 97.63% [1221300/1251000] [976.3/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.000034] [CE 3.454 (3.661)] [KD 1.546 (1.535)] 2024-10-19 09:35:46,111 - Train: 97.63% [1221350/1251000] [976.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 4.092 (3.802)] [KD 1.846 (1.597)] 2024-10-19 09:35:58,135 - Train: 97.63% [1221400/1251000] [976.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.605 (3.750)] [KD 1.511 (1.569)] 2024-10-19 09:36:09,908 - Train: 97.64% [1221450/1251000] [976.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.920 (3.709)] [KD 1.697 (1.531)] 2024-10-19 09:36:21,952 - Train: 97.64% [1221500/1251000] [976.4/1000.0] [batch_t 0.363 (0.241)] [data_t 0.009] [optim_t 0.354] [lr 0.000034] [CE 3.624 (3.688)] [KD 1.588 (1.530)] 2024-10-19 09:36:33,850 - Train: 97.65% [1221550/1251000] [976.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.812 (3.727)] [KD 1.630 (1.563)] 2024-10-19 09:36:45,645 - Train: 97.65% [1221600/1251000] [976.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.467 (3.774)] [KD 1.431 (1.577)] 2024-10-19 09:36:57,318 - Train: 97.65% [1221650/1251000] [976.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 4.270 (3.756)] [KD 1.800 (1.556)] 2024-10-19 09:37:09,346 - Train: 97.66% [1221700/1251000] [976.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000034] [CE 3.721 (3.740)] [KD 1.487 (1.548)] 2024-10-19 09:37:21,417 - Train: 97.66% [1221750/1251000] [976.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.393 (3.805)] [KD 1.443 (1.575)] 2024-10-19 09:37:33,257 - Train: 97.67% [1221800/1251000] [976.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000034] [CE 3.566 (3.750)] [KD 1.567 (1.557)] 2024-10-19 09:37:45,151 - Train: 97.67% [1221850/1251000] [976.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.648 (3.708)] [KD 1.505 (1.526)] 2024-10-19 09:37:57,142 - Train: 97.67% [1221900/1251000] [976.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.981 (3.666)] [KD 1.631 (1.521)] 2024-10-19 09:38:09,017 - Train: 97.68% [1221950/1251000] [976.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 4.038 (3.762)] [KD 1.779 (1.564)] 2024-10-19 09:38:21,115 - Train: 97.68% [1222000/1251000] [976.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.751 (3.687)] [KD 1.560 (1.533)] 2024-10-19 09:38:33,004 - Train: 97.69% [1222050/1251000] [976.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.693 (3.730)] [KD 1.587 (1.562)] 2024-10-19 09:38:44,755 - Train: 97.69% [1222100/1251000] [976.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.866 (3.740)] [KD 1.526 (1.559)] 2024-10-19 09:38:56,634 - Train: 97.69% [1222150/1251000] [976.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.385 (3.682)] [KD 1.392 (1.544)] 2024-10-19 09:39:08,634 - Train: 97.70% [1222200/1251000] [977.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.923 (3.745)] [KD 1.620 (1.556)] 2024-10-19 09:39:26,873 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41473] [top5_cnt 48184] [top_all 50000] 2024-10-19 09:39:26,873 - net: 82.946 (96.368) 2024-10-19 09:39:38,778 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.230)] [top1_cnt 41571] [top5_cnt 48222] [top_all 50000] 2024-10-19 09:39:38,779 - net_E: 83.142 (96.444) 2024-10-19 09:39:38,927 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.194 (epoch: 950)] 2024-10-19 09:39:38,928 - ==> Total time: 3 days, 18:26:19 Eta: 2:07:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:39:48,209 - Train: 97.70% [1222250/1251000] [977.0/1000.0] [batch_t 0.233 (0.349)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.927 (3.745)] [KD 1.602 (1.539)] 2024-10-19 09:40:00,293 - Train: 97.71% [1222300/1251000] [977.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.390 (3.777)] [KD 1.458 (1.564)] 2024-10-19 09:40:12,568 - Train: 97.71% [1222350/1251000] [977.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.735 (3.719)] [KD 1.623 (1.539)] 2024-10-19 09:40:24,455 - Train: 97.71% [1222400/1251000] [977.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.924 (3.743)] [KD 1.635 (1.550)] 2024-10-19 09:40:36,335 - Train: 97.72% [1222450/1251000] [977.2/1000.0] [batch_t 0.469 (0.238)] [data_t 0.009] [optim_t 0.460] [lr 0.000034] [CE 4.036 (3.721)] [KD 1.553 (1.546)] 2024-10-19 09:40:48,249 - Train: 97.72% [1222500/1251000] [977.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000034] [CE 3.096 (3.737)] [KD 1.197 (1.546)] 2024-10-19 09:41:00,041 - Train: 97.73% [1222550/1251000] [977.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.281 (3.683)] [KD 1.237 (1.518)] 2024-10-19 09:41:11,772 - Train: 97.73% [1222600/1251000] [977.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.511 (3.718)] [KD 1.412 (1.529)] 2024-10-19 09:41:23,784 - Train: 97.73% [1222650/1251000] [977.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 3.321 (3.765)] [KD 1.325 (1.569)] 2024-10-19 09:41:36,074 - Train: 97.74% [1222700/1251000] [977.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.610 (3.701)] [KD 1.451 (1.537)] 2024-10-19 09:41:47,935 - Train: 97.74% [1222750/1251000] [977.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000034] [CE 3.627 (3.773)] [KD 1.389 (1.566)] 2024-10-19 09:41:59,824 - Train: 97.75% [1222800/1251000] [977.5/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.573 (3.729)] [KD 1.493 (1.548)] 2024-10-19 09:42:11,603 - Train: 97.75% [1222850/1251000] [977.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.789 (3.719)] [KD 1.581 (1.563)] 2024-10-19 09:42:23,436 - Train: 97.75% [1222900/1251000] [977.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.580 (3.717)] [KD 1.492 (1.553)] 2024-10-19 09:42:35,435 - Train: 97.76% [1222950/1251000] [977.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 4.372 (3.711)] [KD 1.879 (1.546)] 2024-10-19 09:42:47,508 - Train: 97.76% [1223000/1251000] [977.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.220 (3.675)] [KD 1.369 (1.529)] 2024-10-19 09:42:59,344 - Train: 97.77% [1223050/1251000] [977.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.446 (3.693)] [KD 1.290 (1.517)] 2024-10-19 09:43:11,275 - Train: 97.77% [1223100/1251000] [977.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.489 (3.752)] [KD 1.448 (1.554)] 2024-10-19 09:43:23,077 - Train: 97.77% [1223150/1251000] [977.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000034] [CE 3.392 (3.781)] [KD 1.478 (1.589)] 2024-10-19 09:43:34,822 - Train: 97.78% [1223200/1251000] [977.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.613 (3.674)] [KD 1.466 (1.529)] 2024-10-19 09:43:46,831 - Train: 97.78% [1223250/1251000] [977.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.504 (3.773)] [KD 1.407 (1.562)] 2024-10-19 09:43:58,900 - Train: 97.79% [1223300/1251000] [977.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000034] [CE 3.328 (3.758)] [KD 1.282 (1.561)] 2024-10-19 09:44:11,079 - Train: 97.79% [1223350/1251000] [977.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.809 (3.687)] [KD 1.634 (1.554)] 2024-10-19 09:44:22,920 - Train: 97.79% [1223400/1251000] [977.9/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000034] [CE 3.747 (3.700)] [KD 1.705 (1.541)] 2024-10-19 09:44:34,943 - Train: 97.80% [1223450/1251000] [978.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000034] [CE 3.439 (3.713)] [KD 1.413 (1.545)] 2024-10-19 09:44:53,504 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41433] [top5_cnt 48155] [top_all 50000] 2024-10-19 09:44:53,505 - net: 82.866 (96.310) 2024-10-19 09:45:05,878 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 41600] [top5_cnt 48218] [top_all 50000] 2024-10-19 09:45:05,879 - net_E: 83.200 (96.436) 2024-10-19 09:45:06,026 - Max [top1: 83.012 (epoch: 963)] [top1-ema: 83.200 (epoch: 978)] 2024-10-19 09:45:06,026 - ==> Total time: 3 days, 18:31:46 Eta: 2:02:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:45:16,967 - Train: 97.80% [1223500/1251000] [978.0/1000.0] [batch_t 0.234 (0.302)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.323 (3.636)] [KD 1.240 (1.513)] 2024-10-19 09:45:28,829 - Train: 97.81% [1223550/1251000] [978.1/1000.0] [batch_t 0.367 (0.237)] [data_t 0.009] [optim_t 0.358] [lr 0.000034] [CE 3.508 (3.763)] [KD 1.490 (1.556)] 2024-10-19 09:45:41,441 - Train: 97.81% [1223600/1251000] [978.1/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.935 (3.796)] [KD 1.554 (1.599)] 2024-10-19 09:45:53,270 - Train: 97.81% [1223650/1251000] [978.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 4.150 (3.746)] [KD 1.816 (1.560)] 2024-10-19 09:46:05,140 - Train: 97.82% [1223700/1251000] [978.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 3.761 (3.738)] [KD 1.577 (1.550)] 2024-10-19 09:46:17,178 - Train: 97.82% [1223750/1251000] [978.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.912 (3.692)] [KD 1.606 (1.537)] 2024-10-19 09:46:29,305 - Train: 97.83% [1223800/1251000] [978.3/1000.0] [batch_t 0.323 (0.242)] [data_t 0.009] [optim_t 0.314] [lr 0.000033] [CE 3.550 (3.754)] [KD 1.517 (1.556)] 2024-10-19 09:46:41,182 - Train: 97.83% [1223850/1251000] [978.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 4.235 (3.757)] [KD 1.847 (1.563)] 2024-10-19 09:46:53,323 - Train: 97.83% [1223900/1251000] [978.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 3.930 (3.738)] [KD 1.633 (1.553)] 2024-10-19 09:47:05,166 - Train: 97.84% [1223950/1251000] [978.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.446 (3.694)] [KD 1.421 (1.535)] 2024-10-19 09:47:17,387 - Train: 97.84% [1224000/1251000] [978.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 4.315 (3.744)] [KD 1.940 (1.552)] 2024-10-19 09:47:29,358 - Train: 97.85% [1224050/1251000] [978.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 3.925 (3.735)] [KD 1.614 (1.550)] 2024-10-19 09:47:41,181 - Train: 97.85% [1224100/1251000] [978.5/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.000033] [CE 4.098 (3.750)] [KD 1.850 (1.568)] 2024-10-19 09:47:53,170 - Train: 97.85% [1224150/1251000] [978.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.793 (3.807)] [KD 1.563 (1.578)] 2024-10-19 09:48:05,537 - Train: 97.86% [1224200/1251000] [978.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000033] [CE 3.530 (3.748)] [KD 1.490 (1.561)] 2024-10-19 09:48:17,313 - Train: 97.86% [1224250/1251000] [978.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.423 (3.717)] [KD 1.317 (1.549)] 2024-10-19 09:48:29,296 - Train: 97.87% [1224300/1251000] [978.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000033] [CE 3.804 (3.702)] [KD 1.637 (1.543)] 2024-10-19 09:48:41,087 - Train: 97.87% [1224350/1251000] [978.7/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.045 (3.675)] [KD 1.760 (1.542)] 2024-10-19 09:48:53,201 - Train: 97.87% [1224400/1251000] [978.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000033] [CE 3.710 (3.747)] [KD 1.505 (1.550)] 2024-10-19 09:49:05,237 - Train: 97.88% [1224450/1251000] [978.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000033] [CE 3.930 (3.760)] [KD 1.581 (1.567)] 2024-10-19 09:49:17,203 - Train: 97.88% [1224500/1251000] [978.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.470 (3.753)] [KD 1.420 (1.551)] 2024-10-19 09:49:29,286 - Train: 97.89% [1224550/1251000] [978.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000033] [CE 4.102 (3.728)] [KD 1.790 (1.546)] 2024-10-19 09:49:41,551 - Train: 97.89% [1224600/1251000] [978.9/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 4.111 (3.794)] [KD 1.722 (1.579)] 2024-10-19 09:49:53,383 - Train: 97.89% [1224650/1251000] [978.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.562 (3.754)] [KD 1.342 (1.557)] 2024-10-19 09:50:05,336 - Train: 97.90% [1224700/1251000] [979.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.373 (3.741)] [KD 1.319 (1.554)] 2024-10-19 09:50:24,935 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 41511] [top5_cnt 48147] [top_all 50000] 2024-10-19 09:50:24,936 - net: 83.022 (96.294) 2024-10-19 09:50:37,444 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41623] [top5_cnt 48229] [top_all 50000] 2024-10-19 09:50:37,445 - net_E: 83.246 (96.458) 2024-10-19 09:50:37,623 - Max [top1: 83.022 (epoch: 979)] [top1-ema: 83.246 (epoch: 979)] 2024-10-19 09:50:37,623 - ==> Total time: 3 days, 18:37:18 Eta: 1:56:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:50:49,450 - Train: 97.90% [1224750/1251000] [979.0/1000.0] [batch_t 0.235 (0.312)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 4.292 (3.786)] [KD 1.870 (1.564)] 2024-10-19 09:51:01,390 - Train: 97.91% [1224800/1251000] [979.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.268 (3.733)] [KD 1.776 (1.555)] 2024-10-19 09:51:13,694 - Train: 97.91% [1224850/1251000] [979.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.726 (3.699)] [KD 1.552 (1.555)] 2024-10-19 09:51:25,405 - Train: 97.91% [1224900/1251000] [979.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.920 (3.694)] [KD 1.636 (1.534)] 2024-10-19 09:51:37,548 - Train: 97.92% [1224950/1251000] [979.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.895 (3.739)] [KD 1.690 (1.545)] 2024-10-19 09:51:49,866 - Train: 97.92% [1225000/1251000] [979.2/1000.0] [batch_t 0.457 (0.246)] [data_t 0.009] [optim_t 0.448] [lr 0.000033] [CE 3.847 (3.695)] [KD 1.595 (1.532)] 2024-10-19 09:52:01,919 - Train: 97.93% [1225050/1251000] [979.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.604 (3.744)] [KD 1.502 (1.573)] 2024-10-19 09:52:14,249 - Train: 97.93% [1225100/1251000] [979.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.128 (3.658)] [KD 1.216 (1.507)] 2024-10-19 09:52:26,623 - Train: 97.93% [1225150/1251000] [979.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.608 (3.721)] [KD 1.589 (1.553)] 2024-10-19 09:52:38,713 - Train: 97.94% [1225200/1251000] [979.4/1000.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.000033] [CE 3.800 (3.747)] [KD 1.547 (1.560)] 2024-10-19 09:52:50,751 - Train: 97.94% [1225250/1251000] [979.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 3.786 (3.697)] [KD 1.548 (1.532)] 2024-10-19 09:53:02,532 - Train: 97.95% [1225300/1251000] [979.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.441 (3.709)] [KD 1.454 (1.543)] 2024-10-19 09:53:14,572 - Train: 97.95% [1225350/1251000] [979.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.649 (3.687)] [KD 1.556 (1.522)] 2024-10-19 09:53:26,557 - Train: 97.95% [1225400/1251000] [979.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.775 (3.800)] [KD 1.524 (1.569)] 2024-10-19 09:53:38,456 - Train: 97.96% [1225450/1251000] [979.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 3.985 (3.728)] [KD 1.730 (1.563)] 2024-10-19 09:53:50,565 - Train: 97.96% [1225500/1251000] [979.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000033] [CE 3.820 (3.788)] [KD 1.516 (1.575)] 2024-10-19 09:54:02,450 - Train: 97.97% [1225550/1251000] [979.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.774 (3.718)] [KD 1.572 (1.545)] 2024-10-19 09:54:14,473 - Train: 97.97% [1225600/1251000] [979.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 3.511 (3.716)] [KD 1.365 (1.531)] 2024-10-19 09:54:26,524 - Train: 97.97% [1225650/1251000] [979.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.824 (3.665)] [KD 1.581 (1.511)] 2024-10-19 09:54:38,561 - Train: 97.98% [1225700/1251000] [979.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000033] [CE 3.464 (3.703)] [KD 1.421 (1.538)] 2024-10-19 09:54:50,433 - Train: 97.98% [1225750/1251000] [979.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 3.909 (3.757)] [KD 1.581 (1.563)] 2024-10-19 09:55:02,853 - Train: 97.99% [1225800/1251000] [979.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.359 (3.709)] [KD 1.420 (1.538)] 2024-10-19 09:55:14,675 - Train: 97.99% [1225850/1251000] [979.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.773 (3.748)] [KD 1.368 (1.542)] 2024-10-19 09:55:26,748 - Train: 97.99% [1225900/1251000] [979.9/1000.0] [batch_t 0.367 (0.241)] [data_t 0.009] [optim_t 0.358] [lr 0.000033] [CE 3.452 (3.703)] [KD 1.451 (1.525)] 2024-10-19 09:55:38,594 - Train: 98.00% [1225950/1251000] [980.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.062 (3.708)] [KD 1.224 (1.548)] 2024-10-19 09:55:57,933 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 41566] [top5_cnt 48189] [top_all 50000] 2024-10-19 09:55:57,934 - net: 83.132 (96.378) 2024-10-19 09:56:10,033 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41623] [top5_cnt 48217] [top_all 50000] 2024-10-19 09:56:10,034 - net_E: 83.246 (96.434) 2024-10-19 09:56:10,197 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.246 (epoch: 979)] 2024-10-19 09:56:10,197 - ==> Total time: 3 days, 18:42:50 Eta: 1:51:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 09:56:20,269 - Train: 98.00% [1226000/1251000] [980.0/1000.0] [batch_t 0.233 (0.284)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.403 (3.640)] [KD 1.441 (1.508)] 2024-10-19 09:56:32,216 - Train: 98.01% [1226050/1251000] [980.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.674 (3.755)] [KD 1.341 (1.549)] 2024-10-19 09:56:44,288 - Train: 98.01% [1226100/1251000] [980.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.459 (3.774)] [KD 1.417 (1.580)] 2024-10-19 09:56:56,111 - Train: 98.01% [1226150/1251000] [980.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.022 (3.761)] [KD 1.812 (1.571)] 2024-10-19 09:57:08,032 - Train: 98.02% [1226200/1251000] [980.2/1000.0] [batch_t 0.458 (0.238)] [data_t 0.009] [optim_t 0.449] [lr 0.000033] [CE 3.700 (3.699)] [KD 1.507 (1.529)] 2024-10-19 09:57:19,986 - Train: 98.02% [1226250/1251000] [980.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.720 (3.716)] [KD 1.578 (1.555)] 2024-10-19 09:57:32,112 - Train: 98.03% [1226300/1251000] [980.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.638 (3.717)] [KD 1.570 (1.535)] 2024-10-19 09:57:44,217 - Train: 98.03% [1226350/1251000] [980.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 4.210 (3.790)] [KD 1.621 (1.578)] 2024-10-19 09:57:56,133 - Train: 98.03% [1226400/1251000] [980.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 3.546 (3.659)] [KD 1.387 (1.524)] 2024-10-19 09:58:07,893 - Train: 98.04% [1226450/1251000] [980.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.838 (3.726)] [KD 1.563 (1.543)] 2024-10-19 09:58:20,024 - Train: 98.04% [1226500/1251000] [980.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.094 (3.693)] [KD 1.605 (1.530)] 2024-10-19 09:58:32,045 - Train: 98.05% [1226550/1251000] [980.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000033] [CE 3.813 (3.708)] [KD 1.542 (1.538)] 2024-10-19 09:58:43,919 - Train: 98.05% [1226600/1251000] [980.5/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000033] [CE 4.096 (3.774)] [KD 1.687 (1.575)] 2024-10-19 09:58:55,802 - Train: 98.05% [1226650/1251000] [980.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.691 (3.705)] [KD 1.436 (1.538)] 2024-10-19 09:59:07,932 - Train: 98.06% [1226700/1251000] [980.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000033] [CE 3.822 (3.677)] [KD 1.594 (1.529)] 2024-10-19 09:59:19,866 - Train: 98.06% [1226750/1251000] [980.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000033] [CE 3.779 (3.738)] [KD 1.646 (1.554)] 2024-10-19 09:59:31,805 - Train: 98.07% [1226800/1251000] [980.7/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000033] [CE 3.989 (3.783)] [KD 1.634 (1.563)] 2024-10-19 09:59:43,703 - Train: 98.07% [1226850/1251000] [980.7/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000033] [CE 3.732 (3.757)] [KD 1.509 (1.581)] 2024-10-19 09:59:55,948 - Train: 98.07% [1226900/1251000] [980.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.831 (3.697)] [KD 1.659 (1.536)] 2024-10-19 10:00:07,642 - Train: 98.08% [1226950/1251000] [980.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000033] [CE 3.204 (3.743)] [KD 1.257 (1.542)] 2024-10-19 10:00:19,674 - Train: 98.08% [1227000/1251000] [980.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000033] [CE 3.901 (3.757)] [KD 1.579 (1.550)] 2024-10-19 10:00:31,646 - Train: 98.09% [1227050/1251000] [980.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.308 (3.765)] [KD 1.398 (1.569)] 2024-10-19 10:00:43,580 - Train: 98.09% [1227100/1251000] [980.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.060 (3.748)] [KD 1.765 (1.550)] 2024-10-19 10:00:55,321 - Train: 98.09% [1227150/1251000] [980.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000033] [CE 4.186 (3.753)] [KD 1.710 (1.542)] 2024-10-19 10:01:07,300 - Train: 98.10% [1227200/1251000] [981.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.612 (3.783)] [KD 1.428 (1.562)] 2024-10-19 10:01:26,484 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41491] [top5_cnt 48163] [top_all 50000] 2024-10-19 10:01:26,485 - net: 82.982 (96.326) 2024-10-19 10:01:38,955 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41622] [top5_cnt 48220] [top_all 50000] 2024-10-19 10:01:38,955 - net_E: 83.244 (96.440) 2024-10-19 10:01:39,118 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.246 (epoch: 979)] 2024-10-19 10:01:39,119 - ==> Total time: 3 days, 18:48:19 Eta: 1:45:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:01:47,231 - Train: 98.10% [1227250/1251000] [981.0/1000.0] [batch_t 0.237 (0.354)] [data_t 0.009] [optim_t 0.228] [lr 0.000033] [CE 3.776 (3.640)] [KD 1.517 (1.509)] 2024-10-19 10:01:59,868 - Train: 98.11% [1227300/1251000] [981.1/1000.0] [batch_t 0.357 (0.253)] [data_t 0.009] [optim_t 0.348] [lr 0.000033] [CE 3.608 (3.715)] [KD 1.315 (1.529)] 2024-10-19 10:02:11,845 - Train: 98.11% [1227350/1251000] [981.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.716 (3.746)] [KD 1.486 (1.568)] 2024-10-19 10:02:23,805 - Train: 98.11% [1227400/1251000] [981.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.769 (3.642)] [KD 1.629 (1.525)] 2024-10-19 10:02:35,725 - Train: 98.12% [1227450/1251000] [981.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 3.691 (3.709)] [KD 1.546 (1.535)] 2024-10-19 10:02:47,833 - Train: 98.12% [1227500/1251000] [981.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.992 (3.732)] [KD 1.785 (1.567)] 2024-10-19 10:02:59,846 - Train: 98.13% [1227550/1251000] [981.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.071 (3.769)] [KD 1.681 (1.574)] 2024-10-19 10:03:11,835 - Train: 98.13% [1227600/1251000] [981.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000033] [CE 3.543 (3.729)] [KD 1.393 (1.550)] 2024-10-19 10:03:24,038 - Train: 98.13% [1227650/1251000] [981.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.835 (3.741)] [KD 1.506 (1.548)] 2024-10-19 10:03:36,234 - Train: 98.14% [1227700/1251000] [981.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000033] [CE 4.029 (3.753)] [KD 1.732 (1.566)] 2024-10-19 10:03:48,348 - Train: 98.14% [1227750/1251000] [981.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000033] [CE 3.500 (3.765)] [KD 1.399 (1.556)] 2024-10-19 10:04:00,610 - Train: 98.15% [1227800/1251000] [981.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000033] [CE 3.869 (3.668)] [KD 1.703 (1.519)] 2024-10-19 10:04:12,572 - Train: 98.15% [1227850/1251000] [981.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000033] [CE 3.539 (3.754)] [KD 1.518 (1.564)] 2024-10-19 10:04:24,692 - Train: 98.15% [1227900/1251000] [981.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.971 (3.722)] [KD 1.707 (1.521)] 2024-10-19 10:04:36,617 - Train: 98.16% [1227950/1251000] [981.6/1000.0] [batch_t 0.262 (0.238)] [data_t 0.009] [optim_t 0.253] [lr 0.000032] [CE 4.218 (3.727)] [KD 1.659 (1.548)] 2024-10-19 10:04:48,977 - Train: 98.16% [1228000/1251000] [981.6/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.000032] [CE 3.560 (3.634)] [KD 1.536 (1.505)] 2024-10-19 10:05:01,338 - Train: 98.17% [1228050/1251000] [981.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.230 (3.757)] [KD 1.708 (1.562)] 2024-10-19 10:05:13,940 - Train: 98.17% [1228100/1251000] [981.7/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.697 (3.700)] [KD 1.708 (1.534)] 2024-10-19 10:05:25,962 - Train: 98.17% [1228150/1251000] [981.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.944 (3.707)] [KD 1.585 (1.541)] 2024-10-19 10:05:38,546 - Train: 98.18% [1228200/1251000] [981.8/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.574 (3.734)] [KD 1.441 (1.564)] 2024-10-19 10:05:50,716 - Train: 98.18% [1228250/1251000] [981.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 3.782 (3.770)] [KD 1.571 (1.557)] 2024-10-19 10:06:03,289 - Train: 98.19% [1228300/1251000] [981.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 3.642 (3.750)] [KD 1.378 (1.550)] 2024-10-19 10:06:15,507 - Train: 98.19% [1228350/1251000] [981.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.960 (3.768)] [KD 1.644 (1.563)] 2024-10-19 10:06:27,898 - Train: 98.19% [1228400/1251000] [981.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.107 (3.701)] [KD 1.377 (1.541)] 2024-10-19 10:06:40,265 - Train: 98.20% [1228450/1251000] [982.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.847 (3.765)] [KD 1.580 (1.551)] 2024-10-19 10:07:00,517 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41553] [top5_cnt 48191] [top_all 50000] 2024-10-19 10:07:00,518 - net: 83.106 (96.382) 2024-10-19 10:07:13,026 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41634] [top5_cnt 48218] [top_all 50000] 2024-10-19 10:07:13,026 - net_E: 83.268 (96.436) 2024-10-19 10:07:13,158 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:07:13,158 - ==> Total time: 3 days, 18:53:53 Eta: 1:39:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:07:23,104 - Train: 98.20% [1228500/1251000] [982.0/1000.0] [batch_t 0.231 (0.318)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 3.437 (3.533)] [KD 1.326 (1.450)] 2024-10-19 10:07:34,850 - Train: 98.21% [1228550/1251000] [982.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.685 (3.707)] [KD 1.457 (1.543)] 2024-10-19 10:07:47,252 - Train: 98.21% [1228600/1251000] [982.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.697 (3.706)] [KD 1.593 (1.560)] 2024-10-19 10:07:59,393 - Train: 98.21% [1228650/1251000] [982.1/1000.0] [batch_t 0.259 (0.243)] [data_t 0.009] [optim_t 0.250] [lr 0.000032] [CE 3.474 (3.705)] [KD 1.330 (1.533)] 2024-10-19 10:08:11,809 - Train: 98.22% [1228700/1251000] [982.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 4.256 (3.651)] [KD 1.849 (1.504)] 2024-10-19 10:08:24,258 - Train: 98.22% [1228750/1251000] [982.2/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.287 (3.780)] [KD 1.305 (1.557)] 2024-10-19 10:08:36,718 - Train: 98.23% [1228800/1251000] [982.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 3.652 (3.757)] [KD 1.427 (1.565)] 2024-10-19 10:08:48,739 - Train: 98.23% [1228850/1251000] [982.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 4.050 (3.775)] [KD 1.551 (1.567)] 2024-10-19 10:09:01,134 - Train: 98.23% [1228900/1251000] [982.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.804 (3.653)] [KD 1.560 (1.504)] 2024-10-19 10:09:13,502 - Train: 98.24% [1228950/1251000] [982.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.016 (3.695)] [KD 1.201 (1.533)] 2024-10-19 10:09:26,050 - Train: 98.24% [1229000/1251000] [982.4/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.721 (3.692)] [KD 1.697 (1.529)] 2024-10-19 10:09:38,256 - Train: 98.25% [1229050/1251000] [982.5/1000.0] [batch_t 0.258 (0.244)] [data_t 0.009] [optim_t 0.249] [lr 0.000032] [CE 3.632 (3.713)] [KD 1.492 (1.538)] 2024-10-19 10:09:50,411 - Train: 98.25% [1229100/1251000] [982.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.535 (3.722)] [KD 1.519 (1.548)] 2024-10-19 10:10:02,524 - Train: 98.25% [1229150/1251000] [982.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 4.061 (3.748)] [KD 1.657 (1.546)] 2024-10-19 10:10:14,584 - Train: 98.26% [1229200/1251000] [982.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.903 (3.745)] [KD 1.589 (1.555)] 2024-10-19 10:10:26,689 - Train: 98.26% [1229250/1251000] [982.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.756 (3.657)] [KD 1.464 (1.512)] 2024-10-19 10:10:38,923 - Train: 98.27% [1229300/1251000] [982.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.673 (3.685)] [KD 1.475 (1.516)] 2024-10-19 10:10:50,812 - Train: 98.27% [1229350/1251000] [982.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.376 (3.729)] [KD 1.288 (1.546)] 2024-10-19 10:11:02,838 - Train: 98.27% [1229400/1251000] [982.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.842 (3.781)] [KD 1.491 (1.562)] 2024-10-19 10:11:14,635 - Train: 98.28% [1229450/1251000] [982.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.561 (3.722)] [KD 1.579 (1.543)] 2024-10-19 10:11:26,814 - Train: 98.28% [1229500/1251000] [982.8/1000.0] [batch_t 0.295 (0.243)] [data_t 0.009] [optim_t 0.286] [lr 0.000032] [CE 3.588 (3.660)] [KD 1.465 (1.520)] 2024-10-19 10:11:38,600 - Train: 98.29% [1229550/1251000] [982.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.611 (3.709)] [KD 1.546 (1.543)] 2024-10-19 10:11:50,793 - Train: 98.29% [1229600/1251000] [982.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 3.728 (3.723)] [KD 1.545 (1.542)] 2024-10-19 10:12:02,653 - Train: 98.29% [1229650/1251000] [982.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 4.121 (3.732)] [KD 1.578 (1.543)] 2024-10-19 10:12:14,716 - Train: 98.30% [1229700/1251000] [983.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.938 (3.725)] [KD 1.659 (1.544)] 2024-10-19 10:12:34,618 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.240)] [top1_cnt 41519] [top5_cnt 48192] [top_all 50000] 2024-10-19 10:12:34,618 - net: 83.038 (96.384) 2024-10-19 10:12:46,890 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41611] [top5_cnt 48217] [top_all 50000] 2024-10-19 10:12:46,890 - net_E: 83.222 (96.434) 2024-10-19 10:12:47,049 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:12:47,049 - ==> Total time: 3 days, 18:59:27 Eta: 1:34:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:12:55,364 - Train: 98.30% [1229750/1251000] [983.0/1000.0] [batch_t 0.236 (0.419)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 4.077 (3.798)] [KD 1.651 (1.575)] 2024-10-19 10:13:07,260 - Train: 98.31% [1229800/1251000] [983.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.952 (3.795)] [KD 1.686 (1.579)] 2024-10-19 10:13:19,362 - Train: 98.31% [1229850/1251000] [983.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000032] [CE 3.706 (3.773)] [KD 1.398 (1.560)] 2024-10-19 10:13:31,766 - Train: 98.31% [1229900/1251000] [983.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.628 (3.712)] [KD 1.488 (1.541)] 2024-10-19 10:13:43,854 - Train: 98.32% [1229950/1251000] [983.2/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000032] [CE 4.001 (3.742)] [KD 1.747 (1.556)] 2024-10-19 10:13:55,778 - Train: 98.32% [1230000/1251000] [983.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 4.033 (3.777)] [KD 1.674 (1.550)] 2024-10-19 10:14:07,880 - Train: 98.33% [1230050/1251000] [983.3/1000.0] [batch_t 0.373 (0.242)] [data_t 0.009] [optim_t 0.363] [lr 0.000032] [CE 3.685 (3.738)] [KD 1.638 (1.548)] 2024-10-19 10:14:20,022 - Train: 98.33% [1230100/1251000] [983.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000032] [CE 3.853 (3.693)] [KD 1.621 (1.521)] 2024-10-19 10:14:31,883 - Train: 98.33% [1230150/1251000] [983.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.703 (3.687)] [KD 1.558 (1.522)] 2024-10-19 10:14:43,864 - Train: 98.34% [1230200/1251000] [983.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 3.835 (3.706)] [KD 1.698 (1.536)] 2024-10-19 10:14:56,087 - Train: 98.34% [1230250/1251000] [983.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 4.006 (3.810)] [KD 1.679 (1.574)] 2024-10-19 10:15:08,207 - Train: 98.35% [1230300/1251000] [983.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 3.734 (3.704)] [KD 1.522 (1.540)] 2024-10-19 10:15:20,266 - Train: 98.35% [1230350/1251000] [983.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.022 (3.710)] [KD 1.685 (1.539)] 2024-10-19 10:15:32,158 - Train: 98.35% [1230400/1251000] [983.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.488 (3.745)] [KD 1.415 (1.544)] 2024-10-19 10:15:44,204 - Train: 98.36% [1230450/1251000] [983.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.592 (3.736)] [KD 1.517 (1.559)] 2024-10-19 10:15:56,704 - Train: 98.36% [1230500/1251000] [983.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 4.227 (3.699)] [KD 1.813 (1.533)] 2024-10-19 10:16:08,704 - Train: 98.37% [1230550/1251000] [983.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.950 (3.738)] [KD 1.701 (1.542)] 2024-10-19 10:16:20,681 - Train: 98.37% [1230600/1251000] [983.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 4.116 (3.784)] [KD 1.798 (1.570)] 2024-10-19 10:16:32,750 - Train: 98.37% [1230650/1251000] [983.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 4.035 (3.736)] [KD 1.695 (1.564)] 2024-10-19 10:16:44,865 - Train: 98.38% [1230700/1251000] [983.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.914 (3.730)] [KD 1.519 (1.538)] 2024-10-19 10:16:56,995 - Train: 98.38% [1230750/1251000] [983.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.843 (3.742)] [KD 1.638 (1.558)] 2024-10-19 10:17:09,113 - Train: 98.39% [1230800/1251000] [983.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.613 (3.721)] [KD 1.597 (1.532)] 2024-10-19 10:17:20,959 - Train: 98.39% [1230850/1251000] [983.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.926 (3.739)] [KD 1.609 (1.550)] 2024-10-19 10:17:33,423 - Train: 98.39% [1230900/1251000] [983.9/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.000032] [CE 3.851 (3.699)] [KD 1.571 (1.534)] 2024-10-19 10:17:45,539 - Train: 98.40% [1230950/1251000] [984.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 3.332 (3.741)] [KD 1.323 (1.558)] 2024-10-19 10:18:05,796 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 41501] [top5_cnt 48188] [top_all 50000] 2024-10-19 10:18:05,796 - net: 83.002 (96.376) 2024-10-19 10:18:18,471 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 41603] [top5_cnt 48219] [top_all 50000] 2024-10-19 10:18:18,471 - net_E: 83.206 (96.438) 2024-10-19 10:18:18,635 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:18:18,636 - ==> Total time: 3 days, 19:04:59 Eta: 1:28:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:18:26,287 - Train: 98.40% [1231000/1251000] [984.0/1000.0] [batch_t 0.234 (0.387)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.776 (3.703)] [KD 1.592 (1.556)] 2024-10-19 10:18:38,454 - Train: 98.41% [1231050/1251000] [984.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 2.998 (3.687)] [KD 1.139 (1.522)] 2024-10-19 10:18:50,469 - Train: 98.41% [1231100/1251000] [984.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 3.938 (3.713)] [KD 1.646 (1.544)] 2024-10-19 10:19:02,381 - Train: 98.41% [1231150/1251000] [984.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.955 (3.719)] [KD 1.661 (1.541)] 2024-10-19 10:19:14,645 - Train: 98.42% [1231200/1251000] [984.2/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 3.466 (3.740)] [KD 1.420 (1.545)] 2024-10-19 10:19:26,409 - Train: 98.42% [1231250/1251000] [984.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 4.031 (3.754)] [KD 1.715 (1.560)] 2024-10-19 10:19:38,170 - Train: 98.43% [1231300/1251000] [984.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.921 (3.720)] [KD 1.766 (1.534)] 2024-10-19 10:19:50,102 - Train: 98.43% [1231350/1251000] [984.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.530 (3.746)] [KD 1.500 (1.534)] 2024-10-19 10:20:01,865 - Train: 98.43% [1231400/1251000] [984.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.312 (3.735)] [KD 1.375 (1.547)] 2024-10-19 10:20:13,777 - Train: 98.44% [1231450/1251000] [984.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.726 (3.735)] [KD 1.550 (1.544)] 2024-10-19 10:20:25,669 - Train: 98.44% [1231500/1251000] [984.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.999 (3.676)] [KD 1.740 (1.517)] 2024-10-19 10:20:37,770 - Train: 98.45% [1231550/1251000] [984.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.375 (3.769)] [KD 1.240 (1.562)] 2024-10-19 10:20:49,472 - Train: 98.45% [1231600/1251000] [984.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.792 (3.704)] [KD 1.572 (1.546)] 2024-10-19 10:21:01,225 - Train: 98.45% [1231650/1251000] [984.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000032] [CE 3.325 (3.713)] [KD 1.396 (1.557)] 2024-10-19 10:21:13,229 - Train: 98.46% [1231700/1251000] [984.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.244 (3.732)] [KD 1.818 (1.544)] 2024-10-19 10:21:24,880 - Train: 98.46% [1231750/1251000] [984.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.651 (3.771)] [KD 1.499 (1.565)] 2024-10-19 10:21:36,999 - Train: 98.47% [1231800/1251000] [984.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.421 (3.762)] [KD 1.414 (1.542)] 2024-10-19 10:21:49,010 - Train: 98.47% [1231850/1251000] [984.7/1000.0] [batch_t 0.312 (0.240)] [data_t 0.009] [optim_t 0.304] [lr 0.000032] [CE 3.516 (3.735)] [KD 1.397 (1.554)] 2024-10-19 10:22:00,726 - Train: 98.47% [1231900/1251000] [984.7/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.471 (3.661)] [KD 1.399 (1.511)] 2024-10-19 10:22:12,740 - Train: 98.48% [1231950/1251000] [984.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.779 (3.719)] [KD 1.568 (1.518)] 2024-10-19 10:22:25,007 - Train: 98.48% [1232000/1251000] [984.8/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000032] [CE 3.784 (3.720)] [KD 1.475 (1.533)] 2024-10-19 10:22:37,302 - Train: 98.49% [1232050/1251000] [984.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 4.045 (3.777)] [KD 1.737 (1.566)] 2024-10-19 10:22:49,537 - Train: 98.49% [1232100/1251000] [984.9/1000.0] [batch_t 0.261 (0.245)] [data_t 0.009] [optim_t 0.252] [lr 0.000032] [CE 4.009 (3.713)] [KD 1.743 (1.533)] 2024-10-19 10:23:01,407 - Train: 98.49% [1232150/1251000] [984.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.937 (3.790)] [KD 1.592 (1.563)] 2024-10-19 10:23:13,338 - Train: 98.50% [1232200/1251000] [985.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.141 (3.716)] [KD 1.692 (1.541)] 2024-10-19 10:23:33,544 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 41552] [top5_cnt 48178] [top_all 50000] 2024-10-19 10:23:33,544 - net: 83.104 (96.356) 2024-10-19 10:23:46,107 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 41591] [top5_cnt 48221] [top_all 50000] 2024-10-19 10:23:46,108 - net_E: 83.182 (96.442) 2024-10-19 10:23:46,267 - Max [top1: 83.132 (epoch: 980)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:23:46,267 - ==> Total time: 3 days, 19:10:26 Eta: 1:23:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:23:53,306 - Train: 98.50% [1232250/1251000] [985.0/1000.0] [batch_t 0.237 (0.377)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.057 (3.693)] [KD 1.550 (1.509)] 2024-10-19 10:24:05,655 - Train: 98.51% [1232300/1251000] [985.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 3.655 (3.743)] [KD 1.534 (1.551)] 2024-10-19 10:24:17,792 - Train: 98.51% [1232350/1251000] [985.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.934 (3.720)] [KD 1.790 (1.531)] 2024-10-19 10:24:29,590 - Train: 98.51% [1232400/1251000] [985.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.385 (3.736)] [KD 1.452 (1.530)] 2024-10-19 10:24:41,529 - Train: 98.52% [1232450/1251000] [985.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000032] [CE 3.651 (3.763)] [KD 1.458 (1.568)] 2024-10-19 10:24:53,497 - Train: 98.52% [1232500/1251000] [985.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000032] [CE 3.453 (3.787)] [KD 1.402 (1.560)] 2024-10-19 10:25:05,414 - Train: 98.53% [1232550/1251000] [985.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.941 (3.851)] [KD 1.630 (1.595)] 2024-10-19 10:25:17,493 - Train: 98.53% [1232600/1251000] [985.3/1000.0] [batch_t 0.379 (0.241)] [data_t 0.009] [optim_t 0.370] [lr 0.000032] [CE 3.677 (3.719)] [KD 1.539 (1.536)] 2024-10-19 10:25:29,424 - Train: 98.53% [1232650/1251000] [985.3/1000.0] [batch_t 0.365 (0.239)] [data_t 0.009] [optim_t 0.356] [lr 0.000032] [CE 3.920 (3.730)] [KD 1.484 (1.537)] 2024-10-19 10:25:41,442 - Train: 98.54% [1232700/1251000] [985.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.237 (3.657)] [KD 1.366 (1.505)] 2024-10-19 10:25:53,465 - Train: 98.54% [1232750/1251000] [985.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.711 (3.696)] [KD 1.537 (1.524)] 2024-10-19 10:26:05,559 - Train: 98.55% [1232800/1251000] [985.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000032] [CE 3.467 (3.689)] [KD 1.322 (1.521)] 2024-10-19 10:26:17,434 - Train: 98.55% [1232850/1251000] [985.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 3.671 (3.685)] [KD 1.555 (1.515)] 2024-10-19 10:26:29,510 - Train: 98.55% [1232900/1251000] [985.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.565 (3.730)] [KD 1.524 (1.535)] 2024-10-19 10:26:41,626 - Train: 98.56% [1232950/1251000] [985.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.577 (3.646)] [KD 1.482 (1.496)] 2024-10-19 10:26:53,609 - Train: 98.56% [1233000/1251000] [985.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.905 (3.684)] [KD 1.636 (1.531)] 2024-10-19 10:27:05,607 - Train: 98.57% [1233050/1251000] [985.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.998 (3.691)] [KD 1.596 (1.516)] 2024-10-19 10:27:17,914 - Train: 98.57% [1233100/1251000] [985.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.024 (3.703)] [KD 1.274 (1.537)] 2024-10-19 10:27:29,918 - Train: 98.57% [1233150/1251000] [985.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.514 (3.752)] [KD 1.485 (1.551)] 2024-10-19 10:27:41,778 - Train: 98.58% [1233200/1251000] [985.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.127 (3.732)] [KD 1.248 (1.548)] 2024-10-19 10:27:53,702 - Train: 98.58% [1233250/1251000] [985.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.849 (3.760)] [KD 1.681 (1.567)] 2024-10-19 10:28:05,676 - Train: 98.59% [1233300/1251000] [985.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.615 (3.693)] [KD 1.527 (1.541)] 2024-10-19 10:28:17,957 - Train: 98.59% [1233350/1251000] [985.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.719 (3.750)] [KD 1.597 (1.565)] 2024-10-19 10:28:30,031 - Train: 98.59% [1233400/1251000] [985.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.683 (3.762)] [KD 1.518 (1.564)] 2024-10-19 10:28:42,012 - Train: 98.60% [1233450/1251000] [986.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 4.359 (3.736)] [KD 1.784 (1.558)] 2024-10-19 10:29:02,705 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41598] [top5_cnt 48174] [top_all 50000] 2024-10-19 10:29:02,706 - net: 83.196 (96.348) 2024-10-19 10:29:15,109 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 41598] [top5_cnt 48220] [top_all 50000] 2024-10-19 10:29:15,110 - net_E: 83.196 (96.440) 2024-10-19 10:29:15,264 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:29:15,265 - ==> Total time: 3 days, 19:15:55 Eta: 1:17:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:29:23,812 - Train: 98.60% [1233500/1251000] [986.0/1000.0] [batch_t 0.233 (0.311)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.876 (3.689)] [KD 1.602 (1.508)] 2024-10-19 10:29:35,532 - Train: 98.61% [1233550/1251000] [986.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.994 (3.773)] [KD 1.560 (1.551)] 2024-10-19 10:29:48,009 - Train: 98.61% [1233600/1251000] [986.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.927 (3.760)] [KD 1.544 (1.551)] 2024-10-19 10:30:00,056 - Train: 98.61% [1233650/1251000] [986.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.462 (3.717)] [KD 1.544 (1.531)] 2024-10-19 10:30:11,928 - Train: 98.62% [1233700/1251000] [986.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.856 (3.649)] [KD 1.627 (1.513)] 2024-10-19 10:30:23,695 - Train: 98.62% [1233750/1251000] [986.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.755 (3.728)] [KD 1.641 (1.551)] 2024-10-19 10:30:35,744 - Train: 98.63% [1233800/1251000] [986.3/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000031] [CE 3.935 (3.767)] [KD 1.653 (1.561)] 2024-10-19 10:30:48,124 - Train: 98.63% [1233850/1251000] [986.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.861 (3.770)] [KD 1.621 (1.566)] 2024-10-19 10:31:00,503 - Train: 98.63% [1233900/1251000] [986.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.508 (3.666)] [KD 1.398 (1.521)] 2024-10-19 10:31:13,114 - Train: 98.64% [1233950/1251000] [986.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.724 (3.732)] [KD 1.592 (1.532)] 2024-10-19 10:31:25,124 - Train: 98.64% [1234000/1251000] [986.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.995 (3.743)] [KD 1.703 (1.557)] 2024-10-19 10:31:37,035 - Train: 98.65% [1234050/1251000] [986.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.782 (3.682)] [KD 1.564 (1.535)] 2024-10-19 10:31:48,985 - Train: 98.65% [1234100/1251000] [986.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.750 (3.794)] [KD 1.553 (1.589)] 2024-10-19 10:32:01,136 - Train: 98.65% [1234150/1251000] [986.5/1000.0] [batch_t 0.263 (0.243)] [data_t 0.009] [optim_t 0.255] [lr 0.000031] [CE 3.922 (3.745)] [KD 1.575 (1.547)] 2024-10-19 10:32:13,554 - Train: 98.66% [1234200/1251000] [986.6/1000.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.000031] [CE 3.734 (3.769)] [KD 1.496 (1.550)] 2024-10-19 10:32:26,094 - Train: 98.66% [1234250/1251000] [986.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.818 (3.766)] [KD 1.610 (1.560)] 2024-10-19 10:32:38,078 - Train: 98.67% [1234300/1251000] [986.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.672 (3.776)] [KD 1.576 (1.565)] 2024-10-19 10:32:49,842 - Train: 98.67% [1234350/1251000] [986.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 4.215 (3.796)] [KD 1.670 (1.568)] 2024-10-19 10:33:02,197 - Train: 98.67% [1234400/1251000] [986.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.036 (3.719)] [KD 1.294 (1.547)] 2024-10-19 10:33:14,567 - Train: 98.68% [1234450/1251000] [986.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 4.075 (3.729)] [KD 1.675 (1.552)] 2024-10-19 10:33:26,602 - Train: 98.68% [1234500/1251000] [986.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.595 (3.727)] [KD 1.385 (1.543)] 2024-10-19 10:33:38,673 - Train: 98.69% [1234550/1251000] [986.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.403 (3.755)] [KD 1.323 (1.567)] 2024-10-19 10:33:51,191 - Train: 98.69% [1234600/1251000] [986.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 3.214 (3.736)] [KD 1.375 (1.572)] 2024-10-19 10:34:03,239 - Train: 98.69% [1234650/1251000] [986.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.397 (3.717)] [KD 1.490 (1.524)] 2024-10-19 10:34:15,112 - Train: 98.70% [1234700/1251000] [987.0/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.489 (3.717)] [KD 1.368 (1.527)] 2024-10-19 10:34:36,381 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41596] [top5_cnt 48169] [top_all 50000] 2024-10-19 10:34:36,381 - net: 83.192 (96.338) 2024-10-19 10:34:48,523 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41605] [top5_cnt 48211] [top_all 50000] 2024-10-19 10:34:48,523 - net_E: 83.210 (96.422) 2024-10-19 10:34:48,690 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:34:48,690 - ==> Total time: 3 days, 19:21:29 Eta: 1:12:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:34:55,664 - Train: 98.70% [1234750/1251000] [987.0/1000.0] [batch_t 0.232 (0.435)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.722 (3.558)] [KD 1.546 (1.450)] 2024-10-19 10:35:07,703 - Train: 98.71% [1234800/1251000] [987.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.754 (3.735)] [KD 1.560 (1.544)] 2024-10-19 10:35:20,103 - Train: 98.71% [1234850/1251000] [987.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.470 (3.747)] [KD 1.331 (1.552)] 2024-10-19 10:35:32,057 - Train: 98.71% [1234900/1251000] [987.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.724 (3.720)] [KD 1.564 (1.527)] 2024-10-19 10:35:44,053 - Train: 98.72% [1234950/1251000] [987.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.663 (3.676)] [KD 1.602 (1.517)] 2024-10-19 10:35:55,894 - Train: 98.72% [1235000/1251000] [987.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.575 (3.750)] [KD 1.450 (1.542)] 2024-10-19 10:36:08,002 - Train: 98.73% [1235050/1251000] [987.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 4.044 (3.739)] [KD 1.643 (1.534)] 2024-10-19 10:36:20,405 - Train: 98.73% [1235100/1251000] [987.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 3.885 (3.704)] [KD 1.606 (1.527)] 2024-10-19 10:36:32,456 - Train: 98.73% [1235150/1251000] [987.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.572 (3.653)] [KD 1.463 (1.513)] 2024-10-19 10:36:44,334 - Train: 98.74% [1235200/1251000] [987.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.652 (3.734)] [KD 1.554 (1.556)] 2024-10-19 10:36:56,561 - Train: 98.74% [1235250/1251000] [987.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.254 (3.652)] [KD 1.358 (1.507)] 2024-10-19 10:37:08,548 - Train: 98.75% [1235300/1251000] [987.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000031] [CE 3.894 (3.749)] [KD 1.517 (1.544)] 2024-10-19 10:37:20,437 - Train: 98.75% [1235350/1251000] [987.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.605 (3.719)] [KD 1.439 (1.538)] 2024-10-19 10:37:32,397 - Train: 98.75% [1235400/1251000] [987.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.793 (3.765)] [KD 1.557 (1.566)] 2024-10-19 10:37:44,648 - Train: 98.76% [1235450/1251000] [987.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.706 (3.725)] [KD 1.560 (1.550)] 2024-10-19 10:37:56,661 - Train: 98.76% [1235500/1251000] [987.6/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000031] [CE 3.117 (3.763)] [KD 1.280 (1.569)] 2024-10-19 10:38:08,610 - Train: 98.76% [1235550/1251000] [987.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.541 (3.687)] [KD 1.461 (1.505)] 2024-10-19 10:38:20,685 - Train: 98.77% [1235600/1251000] [987.7/1000.0] [batch_t 0.248 (0.241)] [data_t 0.024] [optim_t 0.224] [lr 0.000031] [CE 4.001 (3.778)] [KD 1.607 (1.575)] 2024-10-19 10:38:32,934 - Train: 98.77% [1235650/1251000] [987.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.975 (3.787)] [KD 1.555 (1.565)] 2024-10-19 10:38:44,989 - Train: 98.78% [1235700/1251000] [987.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.593 (3.775)] [KD 1.445 (1.564)] 2024-10-19 10:38:57,171 - Train: 98.78% [1235750/1251000] [987.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.014] [optim_t 0.227] [lr 0.000031] [CE 3.715 (3.728)] [KD 1.510 (1.537)] 2024-10-19 10:39:09,576 - Train: 98.78% [1235800/1251000] [987.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.244 (3.720)] [KD 1.262 (1.530)] 2024-10-19 10:39:21,982 - Train: 98.79% [1235850/1251000] [987.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.596 (3.706)] [KD 1.343 (1.531)] 2024-10-19 10:39:34,366 - Train: 98.79% [1235900/1251000] [987.9/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.526 (3.718)] [KD 1.404 (1.530)] 2024-10-19 10:39:46,698 - Train: 98.80% [1235950/1251000] [988.0/1000.0] [batch_t 0.251 (0.247)] [data_t 0.027] [optim_t 0.223] [lr 0.000031] [CE 3.633 (3.663)] [KD 1.476 (1.492)] 2024-10-19 10:40:07,970 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 41546] [top5_cnt 48162] [top_all 50000] 2024-10-19 10:40:07,971 - net: 83.092 (96.324) 2024-10-19 10:40:20,151 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 41597] [top5_cnt 48203] [top_all 50000] 2024-10-19 10:40:20,152 - net_E: 83.194 (96.406) 2024-10-19 10:40:20,300 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:40:20,300 - ==> Total time: 3 days, 19:27:00 Eta: 1:06:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:40:26,911 - Train: 98.80% [1236000/1251000] [988.0/1000.0] [batch_t 0.239 (0.426)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.912 (3.920)] [KD 1.638 (1.617)] 2024-10-19 10:40:39,160 - Train: 98.80% [1236050/1251000] [988.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.351 (3.700)] [KD 1.372 (1.536)] 2024-10-19 10:40:51,511 - Train: 98.81% [1236100/1251000] [988.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.486 (3.804)] [KD 1.378 (1.585)] 2024-10-19 10:41:03,682 - Train: 98.81% [1236150/1251000] [988.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.875 (3.734)] [KD 1.595 (1.547)] 2024-10-19 10:41:15,472 - Train: 98.82% [1236200/1251000] [988.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.158 (3.702)] [KD 1.174 (1.524)] 2024-10-19 10:41:27,489 - Train: 98.82% [1236250/1251000] [988.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.738 (3.644)] [KD 1.469 (1.494)] 2024-10-19 10:41:39,443 - Train: 98.82% [1236300/1251000] [988.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000031] [CE 3.439 (3.666)] [KD 1.384 (1.520)] 2024-10-19 10:41:51,300 - Train: 98.83% [1236350/1251000] [988.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.722 (3.728)] [KD 1.451 (1.524)] 2024-10-19 10:42:03,299 - Train: 98.83% [1236400/1251000] [988.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.386 (3.719)] [KD 1.481 (1.533)] 2024-10-19 10:42:15,414 - Train: 98.84% [1236450/1251000] [988.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.793 (3.776)] [KD 1.468 (1.562)] 2024-10-19 10:42:27,449 - Train: 98.84% [1236500/1251000] [988.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 4.159 (3.677)] [KD 1.750 (1.505)] 2024-10-19 10:42:39,302 - Train: 98.84% [1236550/1251000] [988.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.703 (3.720)] [KD 1.639 (1.540)] 2024-10-19 10:42:50,968 - Train: 98.85% [1236600/1251000] [988.5/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.787 (3.724)] [KD 1.522 (1.527)] 2024-10-19 10:43:03,050 - Train: 98.85% [1236650/1251000] [988.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.764 (3.704)] [KD 1.620 (1.531)] 2024-10-19 10:43:15,126 - Train: 98.86% [1236700/1251000] [988.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.544 (3.799)] [KD 1.533 (1.582)] 2024-10-19 10:43:27,217 - Train: 98.86% [1236750/1251000] [988.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.648 (3.686)] [KD 1.445 (1.518)] 2024-10-19 10:43:39,108 - Train: 98.86% [1236800/1251000] [988.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.822 (3.705)] [KD 1.581 (1.532)] 2024-10-19 10:43:51,198 - Train: 98.87% [1236850/1251000] [988.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.000031] [CE 4.103 (3.721)] [KD 1.713 (1.543)] 2024-10-19 10:44:03,132 - Train: 98.87% [1236900/1251000] [988.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.060 (3.752)] [KD 1.719 (1.552)] 2024-10-19 10:44:15,060 - Train: 98.88% [1236950/1251000] [988.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.482 (3.653)] [KD 1.466 (1.514)] 2024-10-19 10:44:26,930 - Train: 98.88% [1237000/1251000] [988.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.578 (3.758)] [KD 1.461 (1.554)] 2024-10-19 10:44:39,270 - Train: 98.88% [1237050/1251000] [988.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.239 (3.705)] [KD 1.803 (1.507)] 2024-10-19 10:44:51,358 - Train: 98.89% [1237100/1251000] [988.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.571 (3.745)] [KD 1.459 (1.559)] 2024-10-19 10:45:03,363 - Train: 98.89% [1237150/1251000] [988.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000031] [CE 3.184 (3.750)] [KD 1.190 (1.560)] 2024-10-19 10:45:15,187 - Train: 98.90% [1237200/1251000] [989.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 3.766 (3.759)] [KD 1.517 (1.540)] 2024-10-19 10:45:36,743 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41511] [top5_cnt 48170] [top_all 50000] 2024-10-19 10:45:36,743 - net: 83.022 (96.340) 2024-10-19 10:45:48,874 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41629] [top5_cnt 48211] [top_all 50000] 2024-10-19 10:45:48,875 - net_E: 83.258 (96.422) 2024-10-19 10:45:49,042 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:45:49,042 - ==> Total time: 3 days, 19:32:29 Eta: 1:01:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:45:55,596 - Train: 98.90% [1237250/1251000] [989.0/1000.0] [batch_t 0.378 (0.482)] [data_t 0.009] [optim_t 0.369] [lr 0.000031] [CE 3.848 (3.796)] [KD 1.714 (1.573)] 2024-10-19 10:46:07,550 - Train: 98.90% [1237300/1251000] [989.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.392 (3.700)] [KD 1.548 (1.537)] 2024-10-19 10:46:19,572 - Train: 98.91% [1237350/1251000] [989.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.779 (3.760)] [KD 1.581 (1.547)] 2024-10-19 10:46:31,722 - Train: 98.91% [1237400/1251000] [989.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.925 (3.733)] [KD 1.727 (1.547)] 2024-10-19 10:46:43,738 - Train: 98.92% [1237450/1251000] [989.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.437 (3.751)] [KD 1.494 (1.546)] 2024-10-19 10:46:55,462 - Train: 98.92% [1237500/1251000] [989.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.085 (3.726)] [KD 1.227 (1.535)] 2024-10-19 10:47:07,681 - Train: 98.92% [1237550/1251000] [989.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.496 (3.686)] [KD 1.437 (1.532)] 2024-10-19 10:47:19,696 - Train: 98.93% [1237600/1251000] [989.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.463 (3.637)] [KD 1.435 (1.514)] 2024-10-19 10:47:31,456 - Train: 98.93% [1237650/1251000] [989.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.677 (3.737)] [KD 1.470 (1.544)] 2024-10-19 10:47:43,666 - Train: 98.94% [1237700/1251000] [989.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.937 (3.746)] [KD 1.689 (1.542)] 2024-10-19 10:47:55,725 - Train: 98.94% [1237750/1251000] [989.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.620 (3.666)] [KD 1.455 (1.511)] 2024-10-19 10:48:07,604 - Train: 98.94% [1237800/1251000] [989.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.704 (3.740)] [KD 1.529 (1.549)] 2024-10-19 10:48:19,380 - Train: 98.95% [1237850/1251000] [989.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.762 (3.756)] [KD 1.475 (1.546)] 2024-10-19 10:48:31,331 - Train: 98.95% [1237900/1251000] [989.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.582 (3.684)] [KD 1.732 (1.526)] 2024-10-19 10:48:43,554 - Train: 98.96% [1237950/1251000] [989.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.185 (3.721)] [KD 1.263 (1.544)] 2024-10-19 10:48:55,621 - Train: 98.96% [1238000/1251000] [989.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.169 (3.767)] [KD 1.826 (1.565)] 2024-10-19 10:49:07,608 - Train: 98.96% [1238050/1251000] [989.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.405 (3.710)] [KD 1.297 (1.523)] 2024-10-19 10:49:19,512 - Train: 98.97% [1238100/1251000] [989.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 4.226 (3.745)] [KD 1.909 (1.571)] 2024-10-19 10:49:31,538 - Train: 98.97% [1238150/1251000] [989.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 4.364 (3.724)] [KD 1.829 (1.529)] 2024-10-19 10:49:43,470 - Train: 98.98% [1238200/1251000] [989.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.281 (3.765)] [KD 1.254 (1.576)] 2024-10-19 10:49:55,404 - Train: 98.98% [1238250/1251000] [989.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.126 (3.695)] [KD 1.308 (1.524)] 2024-10-19 10:50:07,651 - Train: 98.98% [1238300/1251000] [989.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.807 (3.762)] [KD 1.590 (1.551)] 2024-10-19 10:50:20,011 - Train: 98.99% [1238350/1251000] [989.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.685 (3.734)] [KD 1.481 (1.535)] 2024-10-19 10:50:32,086 - Train: 98.99% [1238400/1251000] [989.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.807 (3.707)] [KD 1.677 (1.521)] 2024-10-19 10:50:44,422 - Train: 99.00% [1238450/1251000] [990.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.107 (3.798)] [KD 1.873 (1.581)] 2024-10-19 10:51:06,556 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 41524] [top5_cnt 48210] [top_all 50000] 2024-10-19 10:51:06,556 - net: 83.048 (96.420) 2024-10-19 10:51:19,149 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41627] [top5_cnt 48215] [top_all 50000] 2024-10-19 10:51:19,150 - net_E: 83.254 (96.430) 2024-10-19 10:51:19,315 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.268 (epoch: 982)] 2024-10-19 10:51:19,315 - ==> Total time: 3 days, 19:37:59 Eta: 0:55:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:51:26,775 - Train: 99.00% [1238500/1251000] [990.0/1000.0] [batch_t 0.231 (0.391)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.419 (3.542)] [KD 1.326 (1.421)] 2024-10-19 10:51:39,370 - Train: 99.00% [1238550/1251000] [990.0/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 4.048 (3.718)] [KD 1.669 (1.536)] 2024-10-19 10:51:51,487 - Train: 99.01% [1238600/1251000] [990.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.288 (3.742)] [KD 1.397 (1.569)] 2024-10-19 10:52:03,291 - Train: 99.01% [1238650/1251000] [990.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.807 (3.729)] [KD 1.624 (1.536)] 2024-10-19 10:52:15,242 - Train: 99.02% [1238700/1251000] [990.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.519 (3.659)] [KD 1.441 (1.510)] 2024-10-19 10:52:27,371 - Train: 99.02% [1238750/1251000] [990.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.692 (3.707)] [KD 1.636 (1.533)] 2024-10-19 10:52:39,285 - Train: 99.02% [1238800/1251000] [990.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.540 (3.721)] [KD 1.477 (1.542)] 2024-10-19 10:52:51,173 - Train: 99.03% [1238850/1251000] [990.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 4.153 (3.744)] [KD 1.783 (1.536)] 2024-10-19 10:53:03,267 - Train: 99.03% [1238900/1251000] [990.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.414 (3.730)] [KD 1.438 (1.555)] 2024-10-19 10:53:15,157 - Train: 99.04% [1238950/1251000] [990.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.877 (3.735)] [KD 1.621 (1.551)] 2024-10-19 10:53:27,169 - Train: 99.04% [1239000/1251000] [990.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 4.072 (3.705)] [KD 1.715 (1.533)] 2024-10-19 10:53:39,006 - Train: 99.04% [1239050/1251000] [990.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.221 (3.745)] [KD 1.828 (1.549)] 2024-10-19 10:53:50,796 - Train: 99.05% [1239100/1251000] [990.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 4.037 (3.660)] [KD 1.678 (1.509)] 2024-10-19 10:54:02,883 - Train: 99.05% [1239150/1251000] [990.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.908 (3.739)] [KD 1.572 (1.538)] 2024-10-19 10:54:14,985 - Train: 99.06% [1239200/1251000] [990.6/1000.0] [batch_t 0.365 (0.242)] [data_t 0.009] [optim_t 0.356] [lr 0.000031] [CE 3.324 (3.688)] [KD 1.328 (1.518)] 2024-10-19 10:54:26,785 - Train: 99.06% [1239250/1251000] [990.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.231 (3.660)] [KD 1.253 (1.514)] 2024-10-19 10:54:38,626 - Train: 99.06% [1239300/1251000] [990.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.744 (3.721)] [KD 1.511 (1.527)] 2024-10-19 10:54:50,697 - Train: 99.07% [1239350/1251000] [990.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.689 (3.753)] [KD 1.521 (1.541)] 2024-10-19 10:55:02,468 - Train: 99.07% [1239400/1251000] [990.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.915 (3.698)] [KD 1.619 (1.518)] 2024-10-19 10:55:14,436 - Train: 99.08% [1239450/1251000] [990.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.696 (3.713)] [KD 1.414 (1.534)] 2024-10-19 10:55:26,392 - Train: 99.08% [1239500/1251000] [990.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 4.172 (3.774)] [KD 1.713 (1.550)] 2024-10-19 10:55:38,604 - Train: 99.08% [1239550/1251000] [990.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.707 (3.743)] [KD 1.571 (1.542)] 2024-10-19 10:55:50,459 - Train: 99.09% [1239600/1251000] [990.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.784 (3.696)] [KD 1.485 (1.531)] 2024-10-19 10:56:02,567 - Train: 99.09% [1239650/1251000] [990.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.830 (3.735)] [KD 1.580 (1.549)] 2024-10-19 10:56:14,403 - Train: 99.10% [1239700/1251000] [991.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 4.029 (3.687)] [KD 1.714 (1.531)] 2024-10-19 10:56:36,318 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41532] [top5_cnt 48175] [top_all 50000] 2024-10-19 10:56:36,319 - net: 83.064 (96.350) 2024-10-19 10:56:48,547 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41637] [top5_cnt 48220] [top_all 50000] 2024-10-19 10:56:48,547 - net_E: 83.274 (96.440) 2024-10-19 10:56:48,681 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 10:56:48,681 - ==> Total time: 3 days, 19:43:29 Eta: 0:49:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 10:56:56,503 - Train: 99.10% [1239750/1251000] [991.0/1000.0] [batch_t 0.233 (0.367)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.884 (3.941)] [KD 1.607 (1.621)] 2024-10-19 10:57:08,402 - Train: 99.10% [1239800/1251000] [991.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 4.178 (3.772)] [KD 1.848 (1.558)] 2024-10-19 10:57:20,924 - Train: 99.11% [1239850/1251000] [991.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 3.613 (3.676)] [KD 1.497 (1.514)] 2024-10-19 10:57:32,836 - Train: 99.11% [1239900/1251000] [991.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.340 (3.644)] [KD 1.849 (1.504)] 2024-10-19 10:57:44,795 - Train: 99.12% [1239950/1251000] [991.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 4.146 (3.653)] [KD 1.724 (1.505)] 2024-10-19 10:57:57,077 - Train: 99.12% [1240000/1251000] [991.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.789 (3.709)] [KD 1.582 (1.535)] 2024-10-19 10:58:09,395 - Train: 99.12% [1240050/1251000] [991.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.319 (3.673)] [KD 1.369 (1.509)] 2024-10-19 10:58:21,514 - Train: 99.13% [1240100/1251000] [991.3/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 3.839 (3.732)] [KD 1.467 (1.545)] 2024-10-19 10:58:33,547 - Train: 99.13% [1240150/1251000] [991.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 3.229 (3.733)] [KD 1.297 (1.550)] 2024-10-19 10:58:46,270 - Train: 99.14% [1240200/1251000] [991.4/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.096 (3.742)] [KD 1.600 (1.537)] 2024-10-19 10:58:58,459 - Train: 99.14% [1240250/1251000] [991.4/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000031] [CE 3.883 (3.703)] [KD 1.596 (1.521)] 2024-10-19 10:59:10,453 - Train: 99.14% [1240300/1251000] [991.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.877 (3.768)] [KD 1.661 (1.582)] 2024-10-19 10:59:22,468 - Train: 99.15% [1240350/1251000] [991.5/1000.0] [batch_t 0.260 (0.240)] [data_t 0.009] [optim_t 0.251] [lr 0.000031] [CE 3.505 (3.748)] [KD 1.347 (1.561)] 2024-10-19 10:59:34,862 - Train: 99.15% [1240400/1251000] [991.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.663 (3.768)] [KD 1.478 (1.572)] 2024-10-19 10:59:47,018 - Train: 99.16% [1240450/1251000] [991.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.730 (3.808)] [KD 1.521 (1.581)] 2024-10-19 10:59:59,012 - Train: 99.16% [1240500/1251000] [991.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.936 (3.757)] [KD 1.782 (1.554)] 2024-10-19 11:00:11,067 - Train: 99.16% [1240550/1251000] [991.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.107 (3.687)] [KD 1.207 (1.513)] 2024-10-19 11:00:23,546 - Train: 99.17% [1240600/1251000] [991.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.708 (3.675)] [KD 1.585 (1.527)] 2024-10-19 11:00:35,696 - Train: 99.17% [1240650/1251000] [991.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 3.677 (3.756)] [KD 1.458 (1.547)] 2024-10-19 11:00:47,810 - Train: 99.18% [1240700/1251000] [991.8/1000.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000030] [CE 3.710 (3.712)] [KD 1.442 (1.531)] 2024-10-19 11:01:00,285 - Train: 99.18% [1240750/1251000] [991.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.008 (3.718)] [KD 1.737 (1.539)] 2024-10-19 11:01:12,453 - Train: 99.18% [1240800/1251000] [991.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.658 (3.712)] [KD 1.484 (1.530)] 2024-10-19 11:01:24,513 - Train: 99.19% [1240850/1251000] [991.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 4.313 (3.797)] [KD 1.838 (1.564)] 2024-10-19 11:01:36,869 - Train: 99.19% [1240900/1251000] [991.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.552 (3.706)] [KD 1.496 (1.536)] 2024-10-19 11:01:48,957 - Train: 99.20% [1240950/1251000] [992.0/1000.0] [batch_t 0.287 (0.242)] [data_t 0.009] [optim_t 0.279] [lr 0.000030] [CE 3.900 (3.744)] [KD 1.680 (1.536)] 2024-10-19 11:02:11,039 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41526] [top5_cnt 48169] [top_all 50000] 2024-10-19 11:02:11,039 - net: 83.052 (96.338) 2024-10-19 11:02:23,234 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.237)] [top1_cnt 41625] [top5_cnt 48219] [top_all 50000] 2024-10-19 11:02:23,234 - net_E: 83.250 (96.438) 2024-10-19 11:02:23,381 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:02:23,381 - ==> Total time: 3 days, 19:49:04 Eta: 0:44:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:02:28,963 - Train: 99.20% [1241000/1251000] [992.0/1000.0] [batch_t 0.233 (0.548)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 4.138 (3.871)] [KD 1.690 (1.598)] 2024-10-19 11:02:40,989 - Train: 99.20% [1241050/1251000] [992.0/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 4.213 (3.696)] [KD 1.834 (1.527)] 2024-10-19 11:02:52,905 - Train: 99.21% [1241100/1251000] [992.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.992 (3.741)] [KD 1.666 (1.545)] 2024-10-19 11:03:04,719 - Train: 99.21% [1241150/1251000] [992.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.657 (3.715)] [KD 1.602 (1.530)] 2024-10-19 11:03:16,824 - Train: 99.22% [1241200/1251000] [992.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.476 (3.649)] [KD 1.341 (1.489)] 2024-10-19 11:03:28,986 - Train: 99.22% [1241250/1251000] [992.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.507 (3.690)] [KD 1.461 (1.527)] 2024-10-19 11:03:40,867 - Train: 99.22% [1241300/1251000] [992.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.789 (3.757)] [KD 1.431 (1.556)] 2024-10-19 11:03:52,670 - Train: 99.23% [1241350/1251000] [992.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.654 (3.686)] [KD 1.408 (1.516)] 2024-10-19 11:04:04,364 - Train: 99.23% [1241400/1251000] [992.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.688 (3.713)] [KD 1.611 (1.540)] 2024-10-19 11:04:16,201 - Train: 99.24% [1241450/1251000] [992.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.709 (3.724)] [KD 1.512 (1.545)] 2024-10-19 11:04:28,408 - Train: 99.24% [1241500/1251000] [992.4/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 4.257 (3.739)] [KD 1.743 (1.547)] 2024-10-19 11:04:40,210 - Train: 99.24% [1241550/1251000] [992.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 4.131 (3.707)] [KD 1.758 (1.536)] 2024-10-19 11:04:51,915 - Train: 99.25% [1241600/1251000] [992.5/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.519 (3.737)] [KD 1.460 (1.550)] 2024-10-19 11:05:03,668 - Train: 99.25% [1241650/1251000] [992.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.932 (3.707)] [KD 1.635 (1.517)] 2024-10-19 11:05:15,600 - Train: 99.26% [1241700/1251000] [992.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.856 (3.653)] [KD 1.610 (1.490)] 2024-10-19 11:05:27,320 - Train: 99.26% [1241750/1251000] [992.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.756 (3.703)] [KD 1.579 (1.546)] 2024-10-19 11:05:39,108 - Train: 99.26% [1241800/1251000] [992.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.468 (3.703)] [KD 1.409 (1.525)] 2024-10-19 11:05:51,288 - Train: 99.27% [1241850/1251000] [992.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 3.667 (3.681)] [KD 1.480 (1.525)] 2024-10-19 11:06:03,054 - Train: 99.27% [1241900/1251000] [992.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 4.099 (3.659)] [KD 1.659 (1.506)] 2024-10-19 11:06:14,791 - Train: 99.28% [1241950/1251000] [992.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.509 (3.683)] [KD 1.338 (1.511)] 2024-10-19 11:06:26,445 - Train: 99.28% [1242000/1251000] [992.8/1000.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.603 (3.713)] [KD 1.595 (1.529)] 2024-10-19 11:06:38,339 - Train: 99.28% [1242050/1251000] [992.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.441 (3.792)] [KD 1.324 (1.545)] 2024-10-19 11:06:50,313 - Train: 99.29% [1242100/1251000] [992.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.945 (3.745)] [KD 1.573 (1.563)] 2024-10-19 11:07:02,531 - Train: 99.29% [1242150/1251000] [992.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.238 (3.749)] [KD 1.771 (1.565)] 2024-10-19 11:07:14,669 - Train: 99.30% [1242200/1251000] [993.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.301 (3.752)] [KD 1.335 (1.548)] 2024-10-19 11:07:37,131 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41523] [top5_cnt 48197] [top_all 50000] 2024-10-19 11:07:37,132 - net: 83.046 (96.394) 2024-10-19 11:07:49,395 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41616] [top5_cnt 48211] [top_all 50000] 2024-10-19 11:07:49,396 - net_E: 83.232 (96.422) 2024-10-19 11:07:49,540 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:07:49,541 - ==> Total time: 3 days, 19:54:30 Eta: 0:38:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:07:55,184 - Train: 99.30% [1242250/1251000] [993.0/1000.0] [batch_t 0.230 (0.623)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 3.928 (3.738)] [KD 1.734 (1.566)] 2024-10-19 11:08:07,154 - Train: 99.30% [1242300/1251000] [993.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.516 (3.712)] [KD 1.540 (1.544)] 2024-10-19 11:08:19,019 - Train: 99.31% [1242350/1251000] [993.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.769 (3.753)] [KD 1.617 (1.556)] 2024-10-19 11:08:30,798 - Train: 99.31% [1242400/1251000] [993.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.892 (3.693)] [KD 1.686 (1.527)] 2024-10-19 11:08:43,116 - Train: 99.32% [1242450/1251000] [993.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 3.692 (3.720)] [KD 1.419 (1.530)] 2024-10-19 11:08:55,063 - Train: 99.32% [1242500/1251000] [993.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000030] [CE 3.449 (3.664)] [KD 1.411 (1.490)] 2024-10-19 11:09:06,835 - Train: 99.32% [1242550/1251000] [993.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.000030] [CE 3.759 (3.715)] [KD 1.574 (1.525)] 2024-10-19 11:09:18,752 - Train: 99.33% [1242600/1251000] [993.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.686 (3.732)] [KD 1.469 (1.521)] 2024-10-19 11:09:30,767 - Train: 99.33% [1242650/1251000] [993.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 4.053 (3.737)] [KD 1.591 (1.546)] 2024-10-19 11:09:42,592 - Train: 99.34% [1242700/1251000] [993.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.995 (3.753)] [KD 1.551 (1.555)] 2024-10-19 11:09:54,687 - Train: 99.34% [1242750/1251000] [993.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.869 (3.704)] [KD 1.592 (1.537)] 2024-10-19 11:10:06,783 - Train: 99.34% [1242800/1251000] [993.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.897 (3.742)] [KD 1.725 (1.555)] 2024-10-19 11:10:18,649 - Train: 99.35% [1242850/1251000] [993.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.653 (3.703)] [KD 1.504 (1.540)] 2024-10-19 11:10:30,482 - Train: 99.35% [1242900/1251000] [993.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.169 (3.758)] [KD 1.303 (1.558)] 2024-10-19 11:10:42,469 - Train: 99.36% [1242950/1251000] [993.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.854 (3.795)] [KD 1.700 (1.574)] 2024-10-19 11:10:54,421 - Train: 99.36% [1243000/1251000] [993.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.425 (3.745)] [KD 1.399 (1.550)] 2024-10-19 11:11:06,557 - Train: 99.36% [1243050/1251000] [993.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000030] [CE 3.508 (3.773)] [KD 1.382 (1.557)] 2024-10-19 11:11:18,640 - Train: 99.37% [1243100/1251000] [993.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.925 (3.758)] [KD 1.781 (1.562)] 2024-10-19 11:11:30,364 - Train: 99.37% [1243150/1251000] [993.7/1000.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 3.973 (3.690)] [KD 1.574 (1.522)] 2024-10-19 11:11:42,296 - Train: 99.38% [1243200/1251000] [993.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.653 (3.792)] [KD 1.507 (1.572)] 2024-10-19 11:11:54,594 - Train: 99.38% [1243250/1251000] [993.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.551 (3.628)] [KD 1.524 (1.499)] 2024-10-19 11:12:06,604 - Train: 99.38% [1243300/1251000] [993.8/1000.0] [batch_t 0.372 (0.240)] [data_t 0.009] [optim_t 0.363] [lr 0.000030] [CE 3.711 (3.712)] [KD 1.577 (1.525)] 2024-10-19 11:12:18,487 - Train: 99.39% [1243350/1251000] [993.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.879 (3.748)] [KD 1.539 (1.545)] 2024-10-19 11:12:30,666 - Train: 99.39% [1243400/1251000] [993.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.768 (3.768)] [KD 1.589 (1.561)] 2024-10-19 11:12:42,771 - Train: 99.40% [1243450/1251000] [994.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.862 (3.702)] [KD 1.502 (1.529)] 2024-10-19 11:13:05,087 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41482] [top5_cnt 48179] [top_all 50000] 2024-10-19 11:13:05,087 - net: 82.964 (96.358) 2024-10-19 11:13:17,422 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 41616] [top5_cnt 48211] [top_all 50000] 2024-10-19 11:13:17,422 - net_E: 83.232 (96.422) 2024-10-19 11:13:17,583 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:13:17,583 - ==> Total time: 3 days, 19:59:58 Eta: 0:33:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:13:22,546 - Train: 99.40% [1243500/1251000] [994.0/1000.0] [batch_t 0.235 (0.604)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.860 (3.657)] [KD 1.574 (1.489)] 2024-10-19 11:13:34,738 - Train: 99.40% [1243550/1251000] [994.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.441 (3.656)] [KD 1.429 (1.500)] 2024-10-19 11:13:47,062 - Train: 99.41% [1243600/1251000] [994.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.764 (3.665)] [KD 1.538 (1.515)] 2024-10-19 11:13:59,001 - Train: 99.41% [1243650/1251000] [994.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.213 (3.726)] [KD 1.807 (1.537)] 2024-10-19 11:14:11,109 - Train: 99.42% [1243700/1251000] [994.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.970 (3.716)] [KD 1.671 (1.531)] 2024-10-19 11:14:22,970 - Train: 99.42% [1243750/1251000] [994.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.787 (3.714)] [KD 1.647 (1.532)] 2024-10-19 11:14:35,394 - Train: 99.42% [1243800/1251000] [994.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.523 (3.681)] [KD 1.467 (1.504)] 2024-10-19 11:14:47,691 - Train: 99.43% [1243850/1251000] [994.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.715 (3.657)] [KD 1.468 (1.509)] 2024-10-19 11:15:00,096 - Train: 99.43% [1243900/1251000] [994.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.701 (3.676)] [KD 1.544 (1.524)] 2024-10-19 11:15:12,441 - Train: 99.44% [1243950/1251000] [994.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.745 (3.725)] [KD 1.698 (1.539)] 2024-10-19 11:15:24,997 - Train: 99.44% [1244000/1251000] [994.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.665 (3.659)] [KD 1.389 (1.509)] 2024-10-19 11:15:37,474 - Train: 99.44% [1244050/1251000] [994.4/1000.0] [batch_t 0.254 (0.249)] [data_t 0.009] [optim_t 0.245] [lr 0.000030] [CE 3.408 (3.705)] [KD 1.416 (1.519)] 2024-10-19 11:15:49,974 - Train: 99.45% [1244100/1251000] [994.5/1000.0] [batch_t 0.253 (0.250)] [data_t 0.009] [optim_t 0.244] [lr 0.000030] [CE 3.612 (3.746)] [KD 1.450 (1.546)] 2024-10-19 11:16:02,514 - Train: 99.45% [1244150/1251000] [994.5/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.919 (3.753)] [KD 1.494 (1.542)] 2024-10-19 11:16:14,844 - Train: 99.46% [1244200/1251000] [994.6/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.000030] [CE 3.878 (3.642)] [KD 1.701 (1.503)] 2024-10-19 11:16:27,247 - Train: 99.46% [1244250/1251000] [994.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.183 (3.710)] [KD 1.673 (1.522)] 2024-10-19 11:16:39,981 - Train: 99.46% [1244300/1251000] [994.6/1000.0] [batch_t 0.234 (0.255)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.262 (3.770)] [KD 1.134 (1.548)] 2024-10-19 11:16:52,149 - Train: 99.47% [1244350/1251000] [994.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.732 (3.647)] [KD 1.651 (1.498)] 2024-10-19 11:17:04,747 - Train: 99.47% [1244400/1251000] [994.7/1000.0] [batch_t 0.246 (0.252)] [data_t 0.009] [optim_t 0.237] [lr 0.000030] [CE 3.587 (3.742)] [KD 1.580 (1.541)] 2024-10-19 11:17:17,226 - Train: 99.48% [1244450/1251000] [994.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.014 (3.740)] [KD 1.667 (1.523)] 2024-10-19 11:17:29,906 - Train: 99.48% [1244500/1251000] [994.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.693 (3.725)] [KD 1.382 (1.542)] 2024-10-19 11:17:42,076 - Train: 99.48% [1244550/1251000] [994.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.375 (3.733)] [KD 1.347 (1.535)] 2024-10-19 11:17:54,272 - Train: 99.49% [1244600/1251000] [994.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.965 (3.746)] [KD 1.759 (1.561)] 2024-10-19 11:18:06,618 - Train: 99.49% [1244650/1251000] [994.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.704 (3.706)] [KD 1.516 (1.519)] 2024-10-19 11:18:18,952 - Train: 99.50% [1244700/1251000] [995.0/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.592 (3.670)] [KD 1.420 (1.531)] 2024-10-19 11:18:42,325 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 41501] [top5_cnt 48203] [top_all 50000] 2024-10-19 11:18:42,326 - net: 83.002 (96.406) 2024-10-19 11:18:54,803 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 41603] [top5_cnt 48204] [top_all 50000] 2024-10-19 11:18:54,803 - net_E: 83.206 (96.408) 2024-10-19 11:18:54,926 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:18:54,927 - ==> Total time: 3 days, 20:05:35 Eta: 0:27:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:19:00,384 - Train: 99.50% [1244750/1251000] [995.0/1000.0] [batch_t 0.232 (0.801)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 4.057 (4.048)] [KD 1.707 (1.670)] 2024-10-19 11:19:12,276 - Train: 99.50% [1244800/1251000] [995.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.984 (3.751)] [KD 1.678 (1.556)] 2024-10-19 11:19:24,561 - Train: 99.51% [1244850/1251000] [995.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.375 (3.742)] [KD 1.313 (1.554)] 2024-10-19 11:19:36,232 - Train: 99.51% [1244900/1251000] [995.1/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 3.774 (3.678)] [KD 1.548 (1.511)] 2024-10-19 11:19:48,481 - Train: 99.52% [1244950/1251000] [995.2/1000.0] [batch_t 0.415 (0.245)] [data_t 0.009] [optim_t 0.406] [lr 0.000030] [CE 3.751 (3.732)] [KD 1.582 (1.536)] 2024-10-19 11:20:00,480 - Train: 99.52% [1245000/1251000] [995.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.626 (3.807)] [KD 1.519 (1.578)] 2024-10-19 11:20:12,347 - Train: 99.52% [1245050/1251000] [995.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.398 (3.755)] [KD 1.381 (1.561)] 2024-10-19 11:20:24,074 - Train: 99.53% [1245100/1251000] [995.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.343 (3.733)] [KD 1.350 (1.561)] 2024-10-19 11:20:36,148 - Train: 99.53% [1245150/1251000] [995.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.557 (3.765)] [KD 1.573 (1.543)] 2024-10-19 11:20:48,504 - Train: 99.54% [1245200/1251000] [995.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.700 (3.672)] [KD 1.457 (1.516)] 2024-10-19 11:21:00,499 - Train: 99.54% [1245250/1251000] [995.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 2.983 (3.743)] [KD 1.142 (1.543)] 2024-10-19 11:21:12,260 - Train: 99.54% [1245300/1251000] [995.4/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.000030] [CE 4.048 (3.748)] [KD 1.548 (1.534)] 2024-10-19 11:21:24,185 - Train: 99.55% [1245350/1251000] [995.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.723 (3.727)] [KD 1.547 (1.525)] 2024-10-19 11:21:36,607 - Train: 99.55% [1245400/1251000] [995.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.810 (3.717)] [KD 1.589 (1.551)] 2024-10-19 11:21:48,489 - Train: 99.56% [1245450/1251000] [995.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.627 (3.741)] [KD 1.397 (1.549)] 2024-10-19 11:22:00,628 - Train: 99.56% [1245500/1251000] [995.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.824 (3.839)] [KD 1.565 (1.569)] 2024-10-19 11:22:12,599 - Train: 99.56% [1245550/1251000] [995.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.652 (3.654)] [KD 1.505 (1.509)] 2024-10-19 11:22:24,526 - Train: 99.57% [1245600/1251000] [995.7/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.922 (3.693)] [KD 1.605 (1.518)] 2024-10-19 11:22:36,721 - Train: 99.57% [1245650/1251000] [995.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.606 (3.818)] [KD 1.431 (1.565)] 2024-10-19 11:22:49,092 - Train: 99.58% [1245700/1251000] [995.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.655 (3.740)] [KD 1.461 (1.544)] 2024-10-19 11:23:01,245 - Train: 99.58% [1245750/1251000] [995.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.252 (3.703)] [KD 1.305 (1.519)] 2024-10-19 11:23:13,542 - Train: 99.58% [1245800/1251000] [995.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000030] [CE 3.736 (3.737)] [KD 1.441 (1.549)] 2024-10-19 11:23:25,791 - Train: 99.59% [1245850/1251000] [995.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.487 (3.708)] [KD 1.327 (1.515)] 2024-10-19 11:23:37,662 - Train: 99.59% [1245900/1251000] [995.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.721 (3.657)] [KD 1.557 (1.500)] 2024-10-19 11:23:49,676 - Train: 99.60% [1245950/1251000] [996.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.704 (3.727)] [KD 1.611 (1.540)] 2024-10-19 11:24:12,928 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 41487] [top5_cnt 48173] [top_all 50000] 2024-10-19 11:24:12,928 - net: 82.974 (96.346) 2024-10-19 11:24:25,298 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.239)] [top1_cnt 41616] [top5_cnt 48212] [top_all 50000] 2024-10-19 11:24:25,299 - net_E: 83.232 (96.424) 2024-10-19 11:24:25,454 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:24:25,454 - ==> Total time: 3 days, 20:11:06 Eta: 0:22:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:24:30,298 - Train: 99.60% [1246000/1251000] [996.0/1000.0] [batch_t 0.233 (0.814)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.560 (3.614)] [KD 1.580 (1.495)] 2024-10-19 11:24:42,619 - Train: 99.60% [1246050/1251000] [996.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.782 (3.775)] [KD 1.649 (1.567)] 2024-10-19 11:24:54,774 - Train: 99.61% [1246100/1251000] [996.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.308 (3.717)] [KD 1.346 (1.522)] 2024-10-19 11:25:06,739 - Train: 99.61% [1246150/1251000] [996.1/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000030] [CE 4.133 (3.771)] [KD 1.669 (1.564)] 2024-10-19 11:25:18,561 - Train: 99.62% [1246200/1251000] [996.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.760 (3.742)] [KD 1.461 (1.544)] 2024-10-19 11:25:30,410 - Train: 99.62% [1246250/1251000] [996.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.222 (3.746)] [KD 1.247 (1.546)] 2024-10-19 11:25:42,416 - Train: 99.62% [1246300/1251000] [996.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.590 (3.691)] [KD 1.344 (1.526)] 2024-10-19 11:25:54,542 - Train: 99.63% [1246350/1251000] [996.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.512 (3.807)] [KD 1.449 (1.563)] 2024-10-19 11:26:06,965 - Train: 99.63% [1246400/1251000] [996.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.540 (3.676)] [KD 1.443 (1.522)] 2024-10-19 11:26:18,811 - Train: 99.64% [1246450/1251000] [996.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.415 (3.744)] [KD 1.362 (1.552)] 2024-10-19 11:26:30,941 - Train: 99.64% [1246500/1251000] [996.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.774 (3.800)] [KD 1.641 (1.587)] 2024-10-19 11:26:43,032 - Train: 99.64% [1246550/1251000] [996.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.845 (3.714)] [KD 1.594 (1.528)] 2024-10-19 11:26:55,291 - Train: 99.65% [1246600/1251000] [996.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.941 (3.759)] [KD 1.729 (1.533)] 2024-10-19 11:27:07,185 - Train: 99.65% [1246650/1251000] [996.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 4.175 (3.652)] [KD 1.711 (1.486)] 2024-10-19 11:27:19,401 - Train: 99.66% [1246700/1251000] [996.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.786 (3.670)] [KD 1.514 (1.516)] 2024-10-19 11:27:31,569 - Train: 99.66% [1246750/1251000] [996.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 4.211 (3.716)] [KD 1.858 (1.540)] 2024-10-19 11:27:43,543 - Train: 99.66% [1246800/1251000] [996.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.499 (3.709)] [KD 1.516 (1.535)] 2024-10-19 11:27:55,527 - Train: 99.67% [1246850/1251000] [996.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.311 (3.731)] [KD 1.311 (1.543)] 2024-10-19 11:28:08,114 - Train: 99.67% [1246900/1251000] [996.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.860 (3.744)] [KD 1.504 (1.552)] 2024-10-19 11:28:20,098 - Train: 99.68% [1246950/1251000] [996.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.736 (3.716)] [KD 1.551 (1.553)] 2024-10-19 11:28:32,445 - Train: 99.68% [1247000/1251000] [996.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.385 (3.740)] [KD 1.313 (1.533)] 2024-10-19 11:28:45,064 - Train: 99.68% [1247050/1251000] [996.8/1000.0] [batch_t 0.255 (0.252)] [data_t 0.009] [optim_t 0.246] [lr 0.000030] [CE 3.595 (3.687)] [KD 1.461 (1.517)] 2024-10-19 11:28:57,524 - Train: 99.69% [1247100/1251000] [996.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.513 (3.766)] [KD 1.496 (1.552)] 2024-10-19 11:29:09,787 - Train: 99.69% [1247150/1251000] [996.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.428 (3.699)] [KD 1.372 (1.522)] 2024-10-19 11:29:22,025 - Train: 99.70% [1247200/1251000] [997.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 4.221 (3.792)] [KD 1.872 (1.573)] 2024-10-19 11:29:45,361 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41512] [top5_cnt 48200] [top_all 50000] 2024-10-19 11:29:45,362 - net: 83.024 (96.400) 2024-10-19 11:29:57,784 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.240)] [top1_cnt 41627] [top5_cnt 48214] [top_all 50000] 2024-10-19 11:29:57,785 - net_E: 83.254 (96.428) 2024-10-19 11:29:57,933 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:29:57,934 - ==> Total time: 3 days, 20:16:38 Eta: 0:16:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:30:02,376 - Train: 99.70% [1247250/1251000] [997.0/1000.0] [batch_t 0.234 (1.038)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.393 (3.577)] [KD 1.452 (1.537)] 2024-10-19 11:30:14,029 - Train: 99.70% [1247300/1251000] [997.0/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.844 (3.719)] [KD 1.503 (1.527)] 2024-10-19 11:30:26,638 - Train: 99.71% [1247350/1251000] [997.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.831 (3.686)] [KD 1.562 (1.512)] 2024-10-19 11:30:38,528 - Train: 99.71% [1247400/1251000] [997.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 4.016 (3.691)] [KD 1.670 (1.517)] 2024-10-19 11:30:50,630 - Train: 99.72% [1247450/1251000] [997.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.601 (3.770)] [KD 1.553 (1.555)] 2024-10-19 11:31:02,373 - Train: 99.72% [1247500/1251000] [997.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.482 (3.682)] [KD 1.576 (1.514)] 2024-10-19 11:31:14,196 - Train: 99.72% [1247550/1251000] [997.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.544 (3.715)] [KD 1.352 (1.524)] 2024-10-19 11:31:26,146 - Train: 99.73% [1247600/1251000] [997.3/1000.0] [batch_t 0.364 (0.239)] [data_t 0.009] [optim_t 0.355] [lr 0.000030] [CE 3.837 (3.719)] [KD 1.643 (1.526)] 2024-10-19 11:31:38,014 - Train: 99.73% [1247650/1251000] [997.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.255 (3.710)] [KD 1.704 (1.522)] 2024-10-19 11:31:49,961 - Train: 99.74% [1247700/1251000] [997.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.428 (3.700)] [KD 1.326 (1.529)] 2024-10-19 11:32:02,058 - Train: 99.74% [1247750/1251000] [997.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.672 (3.739)] [KD 1.560 (1.538)] 2024-10-19 11:32:13,794 - Train: 99.74% [1247800/1251000] [997.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.518 (3.748)] [KD 1.355 (1.544)] 2024-10-19 11:32:25,611 - Train: 99.75% [1247850/1251000] [997.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.874 (3.822)] [KD 1.736 (1.605)] 2024-10-19 11:32:37,540 - Train: 99.75% [1247900/1251000] [997.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.261 (3.712)] [KD 1.350 (1.537)] 2024-10-19 11:32:49,410 - Train: 99.76% [1247950/1251000] [997.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.227 (3.694)] [KD 1.324 (1.542)] 2024-10-19 11:33:01,631 - Train: 99.76% [1248000/1251000] [997.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.729 (3.789)] [KD 1.446 (1.557)] 2024-10-19 11:33:13,540 - Train: 99.76% [1248050/1251000] [997.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.030 (3.735)] [KD 1.572 (1.549)] 2024-10-19 11:33:25,678 - Train: 99.77% [1248100/1251000] [997.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.999 (3.731)] [KD 1.577 (1.536)] 2024-10-19 11:33:37,716 - Train: 99.77% [1248150/1251000] [997.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000030] [CE 4.057 (3.733)] [KD 1.753 (1.550)] 2024-10-19 11:33:49,748 - Train: 99.78% [1248200/1251000] [997.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.999 (3.761)] [KD 1.628 (1.549)] 2024-10-19 11:34:01,775 - Train: 99.78% [1248250/1251000] [997.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.519 (3.718)] [KD 1.484 (1.532)] 2024-10-19 11:34:13,583 - Train: 99.78% [1248300/1251000] [997.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 4.103 (3.729)] [KD 1.611 (1.539)] 2024-10-19 11:34:25,872 - Train: 99.79% [1248350/1251000] [997.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 4.055 (3.772)] [KD 1.669 (1.565)] 2024-10-19 11:34:38,056 - Train: 99.79% [1248400/1251000] [997.9/1000.0] [batch_t 0.378 (0.244)] [data_t 0.009] [optim_t 0.369] [lr 0.000030] [CE 3.843 (3.735)] [KD 1.580 (1.529)] 2024-10-19 11:34:50,051 - Train: 99.80% [1248450/1251000] [998.0/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 3.455 (3.715)] [KD 1.454 (1.547)] 2024-10-19 11:35:13,410 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 41500] [top5_cnt 48172] [top_all 50000] 2024-10-19 11:35:13,410 - net: 83.000 (96.344) 2024-10-19 11:35:25,658 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 41626] [top5_cnt 48223] [top_all 50000] 2024-10-19 11:35:25,659 - net_E: 83.252 (96.446) 2024-10-19 11:35:25,772 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:35:25,773 - ==> Total time: 3 days, 20:22:06 Eta: 0:11:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:35:30,276 - Train: 99.80% [1248500/1251000] [998.0/1000.0] [batch_t 0.255 (1.593)] [data_t 0.009] [optim_t 0.246] [lr 0.000030] [CE 3.656 (3.665)] [KD 1.515 (1.566)] 2024-10-19 11:35:42,373 - Train: 99.80% [1248550/1251000] [998.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 3.413 (3.717)] [KD 1.434 (1.521)] 2024-10-19 11:35:54,599 - Train: 99.81% [1248600/1251000] [998.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000030] [CE 3.518 (3.687)] [KD 1.431 (1.512)] 2024-10-19 11:36:06,310 - Train: 99.81% [1248650/1251000] [998.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 4.111 (3.734)] [KD 1.755 (1.543)] 2024-10-19 11:36:18,197 - Train: 99.82% [1248700/1251000] [998.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.394 (3.611)] [KD 1.370 (1.489)] 2024-10-19 11:36:30,293 - Train: 99.82% [1248750/1251000] [998.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 3.922 (3.776)] [KD 1.582 (1.560)] 2024-10-19 11:36:42,476 - Train: 99.82% [1248800/1251000] [998.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.377 (3.655)] [KD 1.383 (1.510)] 2024-10-19 11:36:54,340 - Train: 99.83% [1248850/1251000] [998.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.149 (3.761)] [KD 1.765 (1.560)] 2024-10-19 11:37:06,145 - Train: 99.83% [1248900/1251000] [998.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 4.045 (3.777)] [KD 1.722 (1.569)] 2024-10-19 11:37:18,024 - Train: 99.84% [1248950/1251000] [998.4/1000.0] [batch_t 0.366 (0.237)] [data_t 0.009] [optim_t 0.357] [lr 0.000030] [CE 3.740 (3.725)] [KD 1.488 (1.544)] 2024-10-19 11:37:30,268 - Train: 99.84% [1249000/1251000] [998.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.598 (3.792)] [KD 1.526 (1.554)] 2024-10-19 11:37:42,243 - Train: 99.84% [1249050/1251000] [998.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.434 (3.684)] [KD 1.408 (1.509)] 2024-10-19 11:37:54,167 - Train: 99.85% [1249100/1251000] [998.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.268 (3.708)] [KD 1.324 (1.530)] 2024-10-19 11:38:05,887 - Train: 99.85% [1249150/1251000] [998.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.791 (3.700)] [KD 1.563 (1.522)] 2024-10-19 11:38:18,169 - Train: 99.86% [1249200/1251000] [998.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.184 (3.754)] [KD 1.830 (1.545)] 2024-10-19 11:38:29,982 - Train: 99.86% [1249250/1251000] [998.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.234 (3.669)] [KD 1.801 (1.502)] 2024-10-19 11:38:41,882 - Train: 99.86% [1249300/1251000] [998.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.548 (3.653)] [KD 1.366 (1.507)] 2024-10-19 11:38:53,847 - Train: 99.87% [1249350/1251000] [998.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 4.124 (3.744)] [KD 1.645 (1.530)] 2024-10-19 11:39:06,006 - Train: 99.87% [1249400/1251000] [998.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.724 (3.708)] [KD 1.534 (1.543)] 2024-10-19 11:39:17,700 - Train: 99.88% [1249450/1251000] [998.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.641 (3.661)] [KD 1.696 (1.516)] 2024-10-19 11:39:29,526 - Train: 99.88% [1249500/1251000] [998.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 4.423 (3.730)] [KD 1.864 (1.558)] 2024-10-19 11:39:41,595 - Train: 99.88% [1249550/1251000] [998.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.572 (3.699)] [KD 1.436 (1.520)] 2024-10-19 11:39:53,847 - Train: 99.89% [1249600/1251000] [998.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.867 (3.713)] [KD 1.578 (1.534)] 2024-10-19 11:40:05,676 - Train: 99.89% [1249650/1251000] [998.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.796 (3.760)] [KD 1.501 (1.539)] 2024-10-19 11:40:17,496 - Train: 99.90% [1249700/1251000] [999.0/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 4.082 (3.762)] [KD 1.643 (1.542)] 2024-10-19 11:40:41,023 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 41562] [top5_cnt 48190] [top_all 50000] 2024-10-19 11:40:41,024 - net: 83.124 (96.380) 2024-10-19 11:40:53,178 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 41611] [top5_cnt 48228] [top_all 50000] 2024-10-19 11:40:53,179 - net_E: 83.222 (96.456) 2024-10-19 11:40:53,295 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:40:53,295 - ==> Total time: 3 days, 20:27:33 Eta: 0:05:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:40:57,660 - Train: 99.90% [1249750/1251000] [999.0/1000.0] [batch_t 3.023 (3.023)] [data_t 2.792] [optim_t 0.231] [lr 0.000030] [CE 3.712 (3.712)] [KD 1.477 (1.477)] 2024-10-19 11:41:09,475 - Train: 99.90% [1249800/1251000] [999.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.839 (3.695)] [KD 1.617 (1.527)] 2024-10-19 11:41:21,864 - Train: 99.91% [1249850/1251000] [999.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.274 (3.710)] [KD 1.322 (1.514)] 2024-10-19 11:41:33,516 - Train: 99.91% [1249900/1251000] [999.1/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.155 (3.787)] [KD 1.275 (1.567)] 2024-10-19 11:41:45,374 - Train: 99.92% [1249950/1251000] [999.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.529 (3.703)] [KD 1.379 (1.525)] 2024-10-19 11:41:57,206 - Train: 99.92% [1250000/1251000] [999.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.817 (3.712)] [KD 1.611 (1.534)] 2024-10-19 11:42:09,328 - Train: 99.92% [1250050/1251000] [999.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 3.873 (3.733)] [KD 1.624 (1.532)] 2024-10-19 11:42:20,973 - Train: 99.93% [1250100/1251000] [999.3/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.685 (3.755)] [KD 1.438 (1.546)] 2024-10-19 11:42:32,953 - Train: 99.93% [1250150/1251000] [999.3/1000.0] [batch_t 0.368 (0.239)] [data_t 0.009] [optim_t 0.359] [lr 0.000030] [CE 3.951 (3.823)] [KD 1.626 (1.584)] 2024-10-19 11:42:44,829 - Train: 99.94% [1250200/1251000] [999.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.530 (3.758)] [KD 1.527 (1.559)] 2024-10-19 11:42:56,862 - Train: 99.94% [1250250/1251000] [999.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.722 (3.659)] [KD 1.470 (1.515)] 2024-10-19 11:43:08,771 - Train: 99.94% [1250300/1251000] [999.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.819 (3.734)] [KD 1.563 (1.532)] 2024-10-19 11:43:20,482 - Train: 99.95% [1250350/1251000] [999.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.965 (3.723)] [KD 1.561 (1.536)] 2024-10-19 11:43:32,462 - Train: 99.95% [1250400/1251000] [999.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.257 (3.746)] [KD 1.398 (1.546)] 2024-10-19 11:43:44,327 - Train: 99.96% [1250450/1251000] [999.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.980 (3.753)] [KD 1.587 (1.537)] 2024-10-19 11:43:56,427 - Train: 99.96% [1250500/1251000] [999.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.658 (3.724)] [KD 1.527 (1.523)] 2024-10-19 11:44:08,164 - Train: 99.96% [1250550/1251000] [999.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000030] [CE 3.777 (3.763)] [KD 1.335 (1.555)] 2024-10-19 11:44:20,272 - Train: 99.97% [1250600/1251000] [999.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.241 (3.766)] [KD 1.796 (1.568)] 2024-10-19 11:44:32,218 - Train: 99.97% [1250650/1251000] [999.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.989 (3.776)] [KD 1.750 (1.564)] 2024-10-19 11:44:44,094 - Train: 99.98% [1250700/1251000] [999.8/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.000030] [CE 3.451 (3.747)] [KD 1.443 (1.546)] 2024-10-19 11:44:55,903 - Train: 99.98% [1250750/1251000] [999.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.622 (3.772)] [KD 1.485 (1.547)] 2024-10-19 11:45:07,971 - Train: 99.98% [1250800/1251000] [999.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.608 (3.749)] [KD 1.502 (1.565)] 2024-10-19 11:45:19,949 - Train: 99.99% [1250850/1251000] [999.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.003 (3.643)] [KD 1.223 (1.505)] 2024-10-19 11:45:31,947 - Train: 99.99% [1250900/1251000] [999.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.681 (3.719)] [KD 1.466 (1.527)] 2024-10-19 11:45:43,839 - Train: 100.00% [1250950/1251000] [1000.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 3.807 (3.711)] [KD 1.623 (1.528)] 2024-10-19 11:45:55,704 - Train: 100.00% [1251000/1251000] [1000.0/1000.0] [batch_t 0.333 (0.237)] [data_t 0.009] [optim_t 0.325] [lr 0.000030] [CE 3.866 (3.804)] [KD 1.679 (1.576)] 2024-10-19 11:46:07,615 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 41538] [top5_cnt 48176] [top_all 50000] 2024-10-19 11:46:07,615 - net: 83.076 (96.352) 2024-10-19 11:46:19,501 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.229)] [top1_cnt 41611] [top5_cnt 48236] [top_all 50000] 2024-10-19 11:46:19,501 - net_E: 83.222 (96.472) 2024-10-19 11:46:19,658 - Max [top1: 83.196 (epoch: 986)] [top1-ema: 83.274 (epoch: 991)] 2024-10-19 11:46:19,658 - ==> Total time: 3 days, 20:33:00 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2s_ImageFolderLMDB_20241015-151320' 2024-10-19 11:46:20,944 - finish training